diff --git a/apps/iatlas/app/.Rbuildignore b/apps/iatlas/app/.Rbuildignore
new file mode 100644
index 0000000000..891876c30c
--- /dev/null
+++ b/apps/iatlas/app/.Rbuildignore
@@ -0,0 +1,20 @@
+^renv$
+^renv\.lock$
+^.*\.Rproj$
+^\.Rproj\.user$
+^LICENSE\.md$
+.gitlab-ci.yml
+^\.Rprofile$
+
+Dockerfile.build
+css
+global.R
+index.html
+init.R
+install_and_init.R
+markdown
+rsconnect
+server.R
+ui.R
+www
+^\.github$
diff --git a/apps/iatlas/app/.Rprofile b/apps/iatlas/app/.Rprofile
new file mode 100644
index 0000000000..7a4ae36fce
--- /dev/null
+++ b/apps/iatlas/app/.Rprofile
@@ -0,0 +1,43 @@
+if (file.exists("renv/activate.R")) {
+ source("renv/activate.R")
+
+ cat("
+--------------------------------------------------------------------------------
+Welcome to the CRI iAtlas Shiny App
+--------------------------------------------------------------------------------
+\n")
+
+ if (length(find.package("devtools", quiet=T)) == 0 || length(find.package("renv", quiet=T)) == 0) {
+ # prompt instead since RStudio won't show progress for slow .RProfile scripts...
+ cat("TODO: Install package requirements. This may take up to an hour the first time.\n")
+ cat("RUN: source('./install_and_init.R')\n")
+ } else {
+ # auto-run since it should be quick, but makes sure any new requirements are installed.
+ source('./install_and_init.R')
+ }
+} else if (Sys.getenv("R_CONFIG_ACTIVE") == "shinyapps") {
+ cat("
+--------------------------------------------------------------------------------
+CRI iAtlas Shiny App: Production
+--------------------------------------------------------------------------------
+\n")
+ source('./init.R')
+}
+
+# For Ubuntu 18.04 (also known as Bionic)
+options(repos = c(
+ REPO_NAME = "https://packagemanager.rstudio.com/all/__linux__/bionic/latest",
+ getOption("repos")
+))
+
+# For Ubuntu 20.04 (also known as Focal)
+options(repos = c(
+ REPO_NAME = "https://packagemanager.rstudio.com/all/__linux__/focal/latest",
+ getOption("repos")
+))
+
+if (interactive()) {
+ suppressMessages(require(devtools))
+ suppressMessages(require(testthat))
+ suppressMessages(require(usethis))
+}
diff --git a/apps/iatlas/app/.gitignore b/apps/iatlas/app/.gitignore
new file mode 100644
index 0000000000..ba2c1e42bf
--- /dev/null
+++ b/apps/iatlas/app/.gitignore
@@ -0,0 +1,11 @@
+.Rproj.user
+.Rhistory
+.RData
+.Ruserdata
+.DS_Store
+rsconnect/
+tests/testthat/helper-a_use_dev_globals.R
+.mailmap
+inst/extdata/*
+tracks
+app_config.yml
diff --git a/apps/iatlas/app/DESCRIPTION b/apps/iatlas/app/DESCRIPTION
new file mode 100644
index 0000000000..2d2eb6fc9c
--- /dev/null
+++ b/apps/iatlas/app/DESCRIPTION
@@ -0,0 +1,73 @@
+Package: iatlas.app
+Title: What the Package Does (One Line, Title Case)
+Version: 0.0.0.9000
+Authors@R:
+ person(given = "First",
+ family = "Last",
+ role = c("aut", "cre"),
+ email = "first.last@example.com",
+ comment = c(ORCID = "YOUR-ORCID-ID"))
+Description: What the package does (one paragraph).
+License: MIT + file LICENSE
+Encoding: UTF-8
+LazyData: true
+Suggests:
+ crayon,
+ devtools,
+ memoise (>= 2.0),
+ renv,
+ rsconnect,
+ testthat (>= 3.0.0),
+ usethis
+Config/testthat/edition: 3
+RoxygenNote: 7.2.0
+biocViews:
+Imports:
+ arrow,
+ broom,
+ caret,
+ concordanceIndex,
+ cyjShiny,
+ dplyr,
+ DT,
+ ggplot2,
+ ggmosaic,
+ glmnet,
+ grDevices,
+ grid,
+ grImport2,
+ iatlasGraphQLClient,
+ iatlas.modules,
+ iatlas.modules2,
+ igvShiny,
+ ImmuneSubtypeClassifier,
+ lazyeval,
+ magrittr,
+ plotly,
+ pROC,
+ purrr,
+ RColorBrewer,
+ readr,
+ rlang,
+ sortable,
+ shiny,
+ shinycssloaders,
+ shinydashboard,
+ shinyjs,
+ stringr,
+ survival,
+ survminer,
+ tibble,
+ tidyr,
+ tidyselect,
+ utils,
+ viridis,
+ wrapr
+Remotes:
+ CRI-iAtlas/iatlasGraphQLClient@main,
+ CRI-iAtlas/iatlas.modules@master,
+ CRI-iAtlas/iatlas.modules2@master,
+ CRI-iAtlas/ImmuneSubtypeClassifier@master,
+ th86/concordanceIndex@master,
+ cytoscape/cyjShiny@master,
+ paul-shannon/igvShiny@master
diff --git a/apps/iatlas/app/Dockerfile b/apps/iatlas/app/Dockerfile
new file mode 100644
index 0000000000..5e706b6966
--- /dev/null
+++ b/apps/iatlas/app/Dockerfile
@@ -0,0 +1,25 @@
+FROM r-base:4.2.3
+
+# Install supporting packages
+RUN apt-get -y update && apt-get -y --no-install-recommends install \
+ build-essential \
+ gettext-base \
+ libcurl4-openssl-dev \
+ libnode-dev \
+ libpq-dev \
+ libssl-dev \
+ libv8-dev \
+ libxml2-dev \
+ postgresql-client-16 \
+ # Cleanup
+ && apt-get -y autoclean \
+ && apt-get -y autoremove \
+ && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /opt/app
+COPY renv.lock .
+COPY renv/activate.R renv/activate.R
+
+# Resolve dependencies
+RUN R -e "options(pkgType = 'binary'); install.packages('V8', type = 'source')"
+# RUN R -e "options(pkgType='binary'); source('renv/activate.R'); renv::restore()"
\ No newline at end of file
diff --git a/apps/iatlas/app/LICENSE b/apps/iatlas/app/LICENSE
new file mode 100644
index 0000000000..1681d96b18
--- /dev/null
+++ b/apps/iatlas/app/LICENSE
@@ -0,0 +1,2 @@
+YEAR: 2022
+COPYRIGHT HOLDER: CRI iAtlas Developers
diff --git a/apps/iatlas/app/LICENSE.md b/apps/iatlas/app/LICENSE.md
new file mode 100644
index 0000000000..4b05410ec2
--- /dev/null
+++ b/apps/iatlas/app/LICENSE.md
@@ -0,0 +1,21 @@
+# MIT License
+
+Copyright (c) 2022 CRI iAtlas Developers
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/apps/iatlas/app/NAMESPACE b/apps/iatlas/app/NAMESPACE
new file mode 100644
index 0000000000..d5700f4ae4
--- /dev/null
+++ b/apps/iatlas/app/NAMESPACE
@@ -0,0 +1,8 @@
+# Generated by roxygen2: do not edit by hand
+
+importFrom(dplyr,filter)
+importFrom(dplyr,pull)
+importFrom(dplyr,select)
+importFrom(dplyr,slice)
+importFrom(magrittr,"%>%")
+importFrom(rlang,.data)
diff --git a/apps/iatlas/app/R/.DS_Store b/apps/iatlas/app/R/.DS_Store
new file mode 100644
index 0000000000..b49b23ac71
Binary files /dev/null and b/apps/iatlas/app/R/.DS_Store differ
diff --git a/apps/iatlas/app/R/barplot.R b/apps/iatlas/app/R/barplot.R
new file mode 100644
index 0000000000..8118b607f2
--- /dev/null
+++ b/apps/iatlas/app/R/barplot.R
@@ -0,0 +1,122 @@
+create_barplot <- function(
+ df,
+ x_col = "x",
+ y_col = "y",
+ error_col = "error",
+ key_col = NA,
+ color_col = NA,
+ label_col = NA,
+ xlab = "",
+ ylab = "",
+ title = "",
+ source_name = NULL,
+ bar_colors = NULL,
+ showlegend = T) {
+
+ if(is.na(key_col)) key_col <- x_col
+ if(is.na(color_col)) color_col <- x_col
+ if(is.na(label_col)) label_col <- x_col
+
+ if (is.null(bar_colors)) {
+ bar_colors <- viridis::viridis_pal(option = "D")(dplyr::n_distinct(df[[color_col]]))
+ }
+ wrapr::let(
+ alias = c(
+ X = x_col,
+ Y = y_col,
+ KEY = key_col,
+ COLOR = color_col,
+ ERROR = error_col,
+ LABEL = label_col),
+ plotly::plot_ly(
+ df,
+ x = ~X,
+ y = ~Y,
+ color = ~COLOR,
+ text = ~LABEL,
+ textposition = 'none',
+ key = ~KEY,
+ type = 'bar',
+ source = source_name,
+ colors = bar_colors,
+ error_y = list(
+ array = ~ERROR,
+ color = 'black',
+ thickness = 1),
+ hoverinfo = 'text',
+ showlegend = showlegend
+ )) %>%
+ plotly::layout(
+ legend = list(orientation = 'h', x = 0, y = 1),
+ title = title,
+ xaxis = list(title = xlab),
+ yaxis = list(title = ylab)
+ ) %>%
+ format_plotly()
+
+}
+
+create_barplot_horizontal <- function(df,
+ x_col = "x",
+ y_col = "y",
+ error_col = "error",
+ key_col = NA,
+ color_col = NA,
+ label_col = NA,
+ order_by = NULL,
+ xlab = "",
+ ylab = "",
+ title = "",
+ showLegend = TRUE,
+ legendTitle = " ",
+ source_name = NULL,
+ bar_colors = NULL){
+ if(is.na(key_col)) key_col <- x_col
+ if(is.na(color_col)) color_col <- x_col
+ if(is.na(label_col)) label_col <- x_col
+
+ if (is.null(bar_colors)) {
+ bar_colors <- viridis::viridis_pal(option = "D")(dplyr::n_distinct(df[[color_col]]))
+ }
+ wrapr::let(
+ alias = c(
+ X = x_col,
+ Y = y_col,
+ KEY = key_col,
+ COLOR = color_col,
+ ERROR = error_col,
+ LABEL = label_col),
+ plotly::plot_ly(
+ df,
+ x = ~X,
+ y = ~Y,
+ color = ~COLOR,
+ text = ~LABEL,
+ textposition = 'none',
+ key = ~KEY,
+ type = 'bar',
+ source = source_name,
+ colors = bar_colors,
+ orientation = 'h',
+ error_x = list(
+ visible = T,
+ type = "data",
+ array = ~ERROR,
+ color = 'black',
+ thickness = 1),
+ hoverinfo = 'text'
+ )) %>%
+ plotly::layout(
+ title = title,
+ xaxis = list(title = xlab),
+ yaxis = list(title = ylab,
+ categoryorder = "array",
+ categoryarray = ~order_by),
+ showlegend = showLegend,
+ legend = list(orientation = 'h', x = 0, y = 1,
+ title = list(text = legendTitle)
+ )
+ ) %>%
+ format_plotly()
+
+}
diff --git a/apps/iatlas/app/R/boxplot.R b/apps/iatlas/app/R/boxplot.R
new file mode 100644
index 0000000000..9f03232e45
--- /dev/null
+++ b/apps/iatlas/app/R/boxplot.R
@@ -0,0 +1,117 @@
+create_boxplot <- function(
+ df,
+ x_col = "x",
+ y_col = "y",
+ key_col = NA,
+ color_col = NA,
+ label_col = NA,
+ split_col = NA,
+ xlab = "",
+ ylab = "",
+ title = "",
+ source_name = NULL,
+ custom_data = "",
+ fill_colors = NA,
+ showlegend = T){
+
+ if(is.na(key_col)) key_col <- x_col
+ if(is.na(color_col)) color_col <- x_col
+ if(is.na(label_col)) label_col <- x_col
+ if(is.na(split_col)) split_col <- x_col
+
+ wrapr::let(
+ alias = c(
+ X = x_col,
+ Y = y_col,
+ KEY = key_col,
+ COLOR = color_col,
+ LABEL = label_col,
+ SPLIT = split_col),
+ plotly::plot_ly(
+ df,
+ x = ~X,
+ y = ~Y,
+ split = ~SPLIT,
+ color = ~COLOR,
+ key = ~KEY,
+ text = ~LABEL,
+ type = "box",
+ boxpoints = "all",
+ jitter = 0.7,
+ pointpos = 0,
+ colors = fill_colors,
+ source = source_name,
+ customdata = custom_data,
+ showlegend = showlegend
+ )) %>%
+ plotly::layout(
+ title = title,
+ xaxis = list(title = xlab),
+ yaxis = list(title = ylab)
+ ) %>%
+ format_plotly() %>%
+ I
+
+
+}
+
+
+create_boxplot_from_summary_stats <- function(
+ df,
+ y_col = "y",
+ q1_col,
+ median_col,
+ q3_col,
+ min_col,
+ max_col,
+ mean_col = NA,
+ key_col = NA,
+ color_col = NA,
+ label_col = NA,
+ order_by = NULL,
+ title = "",
+ xlab = "",
+ ylab = "",
+ source_name = NULL,
+ fill_colors = NA){
+
+ if(is.na(key_col)) key_col <- y_col
+ if(is.na(color_col)) color_col <- y_col
+
+ wrapr::let(
+ alias = c(
+ Y = y_col,
+ Q1 = q1_col,
+ Q2 = median_col,
+ Q3 = q3_col,
+ MIN = min_col,
+ MAX = max_col,
+ MEAN = mean_col,
+ KEY = key_col,
+ COLOR = color_col),
+ plotly::plot_ly(
+ df,
+ y = ~Y,
+ #color = ~COLOR,
+ type = "box",
+ q1= ~Q1,
+ median= ~Q2,
+ q3= ~Q3,
+ lowerfence= ~MIN,
+ upperfence= ~MAX,
+ mean= ~MEAN,
+ #fillcolor = fill_colors,
+ #colors = fill_colors,
+ source = source_name
+ )) %>%
+ plotly::layout(
+ title = title,
+ xaxis = list(title = xlab),
+ yaxis = list(title = ylab,
+ ategoryorder = "array",
+ categoryarray = ~order_by)
+ ) %>%
+ format_plotly() %>%
+ I
+}
+
diff --git a/apps/iatlas/app/R/call_iatlas_module.R b/apps/iatlas/app/R/call_iatlas_module.R
new file mode 100644
index 0000000000..a68323d9c4
--- /dev/null
+++ b/apps/iatlas/app/R/call_iatlas_module.R
@@ -0,0 +1,20 @@
+call_iatlas_module <- function(
+ name,
+ server_function,
+ input,
+ session,
+ ...,
+ tab_id = "explorertabs"
+){
+ link_string <- paste0("link_to_", name)
+
+ shiny::observeEvent(input[[link_string]], {
+ shinydashboard::updateTabItems(
+ session,
+ inputId = tab_id,
+ selected = name
+ )
+ })
+ x <-server_function(name, ...)
+ return(x)
+}
diff --git a/apps/iatlas/app/R/call_module_server.R b/apps/iatlas/app/R/call_module_server.R
new file mode 100644
index 0000000000..7a65da812e
--- /dev/null
+++ b/apps/iatlas/app/R/call_module_server.R
@@ -0,0 +1,32 @@
+call_module_server <- function(
+ id,
+ cohort_obj,
+ server_function,
+ ui_function,
+ test_function = shiny::reactive(function(cohort_obj) T),
+ warning_message = "Currently selected cohort does not have the needed features to display this section",
+ ...
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ display_module <- shiny::reactive({
+ shiny::req(cohort_obj(), test_function())
+ test_function()(cohort_obj())
+ })
+
+ output$ui <- shiny::renderUI({
+ shiny::req(!is.null(display_module()))
+ if(display_module()){
+ server_function("module", cohort_obj, ...)
+ ui_function(ns("module"))
+ } else {
+ iatlas.modules::textBox(width = 12, warning_message)
+ }
+ })
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/cellimage_functions.R b/apps/iatlas/app/R/cellimage_functions.R
new file mode 100644
index 0000000000..4c0250c927
--- /dev/null
+++ b/apps/iatlas/app/R/cellimage_functions.R
@@ -0,0 +1,196 @@
+get_cellimage_genes <- function(){
+ genes <-
+ iatlasGraphQLClient::query_genes(gene_types = "cellimage_network") %>%
+ dplyr::pull("entrez")
+}
+
+get_cellimage_features <- function(){
+ c(
+ "Dendritic_cells_Aggregate2",
+ "Macrophage_Aggregate2",
+ "T_cells_CD8_Aggregate2",
+ "Tumor_fraction"
+ )
+}
+
+get_cellimage_gene_nodes <- function(dataset, tag, genes){
+ nodes <-
+ iatlasGraphQLClient::query_nodes(
+ datasets = dataset,
+ network = "Cellimage Network",
+ entrez = genes,
+ tag1 = tag,
+ n_tags = 1
+ ) %>%
+ dplyr::select(
+ "tags" = "tag_1_name",
+ "node_name",
+ "node_feature_name" = "gene_entrez",
+ "node_feature_display" = "gene_hgnc",
+ "x" = "node_x",
+ "y" = "node_y",
+ "score" = "node_score"
+ ) %>%
+ tidyr::unnest("tags") %>%
+ dplyr::select(
+ "node_name",
+ "node_feature_name",
+ "node_feature_display",
+ "tag" = "tags",
+ "x",
+ "y",
+ "score"
+ ) %>%
+ dplyr::mutate(
+ "node_feature_name" = as.character(.data$node_feature_name),
+ "Type" = "Gene"
+ )
+}
+
+get_cellimage_feature_nodes <- function(dataset, tag, features){
+
+ nodes <-
+ iatlasGraphQLClient::query_nodes(
+ datasets = dataset,
+ network = "Cellimage Network",
+ features = features,
+ tag1 = tag,
+ n_tags = 1
+ ) %>%
+ dplyr::select(
+ "tags" = "tag_1_name",
+ "node_name",
+ "node_feature_name" = "feature_name",
+ "node_feature_display" = "feature_display",
+ "x" = "node_x",
+ "y" = "node_y",
+ "score" = "node_score"
+ ) %>%
+ tidyr::unnest("tags") %>%
+ dplyr::select(
+ "node_name",
+ "node_feature_name",
+ "node_feature_display",
+ "tag" = "tags",
+ "x",
+ "y",
+ "score"
+ ) %>%
+ dplyr::mutate("Type" = "Cell")
+}
+
+add_nonexistent_gene_nodes <- function(present_nodes, all_nodes){
+ missing_nodes <- all_nodes[which(!all_nodes %in% present_nodes$node_feature_name)] #which node is missing
+ missing_df <- get_cellimage_gene_nodes("TCGA", "C1", missing_nodes) #query for a group that is known to have all nodes
+ missing_df$score <- NA_integer_
+
+ rbind(present_nodes, missing_df)
+}
+
+add_nonexistent_feature_nodes <- function(present_nodes, all_nodes){
+ missing_nodes <- all_nodes[which(!all_nodes %in% present_nodes$node_feature_name)] #which node is missing
+ missing_df <- get_cellimage_feature_nodes("TCGA", "C1", missing_nodes) #query for a group that is known to have all nodes
+ missing_df$score <- NA_integer_
+
+ rbind(present_nodes, missing_df)
+}
+
+get_cellimage_edges <- function(){
+
+ #Using TCGA/C1 as default for getting all cellimage edges
+ nodes <- dplyr::bind_rows(
+ get_cellimage_gene_nodes("TCGA", "C1", get_cellimage_genes()),
+ get_cellimage_feature_nodes("TCGA", "C1", get_cellimage_features()))
+
+ node_names <- nodes %>%
+ dplyr::pull("node_name") %>%
+ unique()
+
+ edges <-
+ iatlasGraphQLClient::query_edges(
+ node1 = node_names,
+ node2 = node_names
+ )
+
+ if(nrow(edges) == 0) return(edges)
+
+ edges %>%
+ dplyr::select("node1", "node2") %>%
+ dplyr::inner_join(nodes, by = c("node1" = "node_name")) %>%
+ dplyr::select(
+ "node_display1" = "node_feature_display",
+ "node1",
+ "node2"
+ ) %>%
+ dplyr::inner_join(nodes, by = c("node2" = "node_name")) %>%
+ dplyr::select(
+ "node_display1",
+ "node_display2" = "node_feature_display",
+ "node1",
+ "node2",
+ "tag"
+ )
+}
+
+create_cellimage_json <- function(nodes, edges){
+ edges <- edges %>%
+ dplyr::select(
+ "source" = "node_display1",
+ "target" = "node_display2",
+ "interaction" = "tag"
+ ) %>%
+ as.data.frame()
+
+ #one of the edges needs to show that the interaction is mediated by a peptide
+ edges[edges$source == "LAG3" & edges$target == "HLA-DPA1", "interaction"] <- "peptide"
+
+ nodes <- dplyr::select(
+ nodes,
+ "id" = "node_feature_display",
+ "FriendlyName" = "node_feature_display",
+ "x",
+ "y",
+ "UpBinRatio" = "score"
+ )
+
+ cyjShiny::dataFramesToJSON(edges, nodes)
+}
+
+getVarColor <- function(feature, colormap, node_df, range_df, alpha = 1.){
+ alpha.hex <- toupper(as.hexmode(0:255))[round(alpha*255)+1]
+
+ display.val <- node_df %>%
+ dplyr::filter(.data$node_feature_name == feature) %>%
+ purrr::pluck("score")
+
+ if ( is.null(display.val)) {
+ usecolor <- paste("#e6e6e6",alpha.hex,sep = "")
+ } else {
+ vmin <- range_df %>%
+ dplyr::filter(.data$node_feature_name == feature) %>%
+ purrr::pluck("MinBound")
+ vmax <- range_df %>%
+ dplyr::filter(.data$node_feature_name == feature) %>%
+ purrr::pluck("MaxBound")
+ vnstep <- 51
+ vstep <- (vmax-vmin)/(vnstep-1) ## size of step
+
+ if(vstep == 0 || is.na(vstep)){
+ stop("step size in getVarColor is 0 or NA")
+ }
+ if (length(display.val) == 0 || is.na(display.val)){
+ stop("Display value: ", display.val, " is problematic")
+ }
+ breakList <- seq(vmin,vmax,vstep)
+ cind <- min(which(!(display.val-breakList)>0)) ## right turnover point
+
+ allcolors <- grDevices::colorRampPalette(RColorBrewer::brewer.pal(n = 7,name=colormap))(length(breakList))
+ allcolors.with.alpha <- paste(allcolors,alpha.hex,sep = "")
+
+ usecolor <- allcolors.with.alpha[cind]
+ }
+ usecolor
+
+
+}
+
diff --git a/apps/iatlas/app/R/cellimage_main_server.R b/apps/iatlas/app/R/cellimage_main_server.R
new file mode 100644
index 0000000000..1e701276f9
--- /dev/null
+++ b/apps/iatlas/app/R/cellimage_main_server.R
@@ -0,0 +1,69 @@
+cellimage_main_server <- function(
+ id,
+ cohort_obj
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ cohort_groups <- shiny::reactive({
+ iatlasGraphQLClient::query_tags(
+ cohorts = cohort_obj()$dataset_names,
+ parent_tags = cohort_obj()$group_name
+ ) %>%
+ dplyr::pull("tag_name")
+ })
+
+ output$select_group1_ui <- shiny::renderUI({
+ shiny::req(cohort_groups())
+ shiny::selectInput(
+ ns("group_selected1"),
+ "Select Group",
+ choices = cohort_groups()
+ )
+ })
+
+ output$select_group2_ui <- shiny::renderUI({
+ shiny::req(cohort_groups())
+
+ shiny::selectInput(
+ ns("group_selected2"),
+ "Select Group",
+ choices = cohort_groups()
+ )
+ })
+
+ cellimage_network_server(
+ "cellimage_network1",
+ shiny::reactive(cohort_obj()$dataset_names),
+ shiny::reactive(input$group_selected1)
+ )
+ cellimage_network_server(
+ "cellimage_network2",
+ shiny::reactive(cohort_obj()$dataset_names),
+ shiny::reactive(input$group_selected2)
+ )
+ cellimage_plot_server(
+ "cellimage_plot1",
+ shiny::reactive(cohort_obj()$dataset_names),
+ shiny::reactive(input$group_selected1)
+ )
+ cellimage_plot_server(
+ "cellimage_plot2",
+ shiny::reactive(cohort_obj()$dataset_names),
+ shiny::reactive(input$group_selected2)
+ )
+
+ observeEvent(input$method_link,{
+ shiny::showModal(modalDialog(
+ title = "Method",
+ includeMarkdown("inst/markdown/methods/CellImage_method.markdown"),
+ easyClose = TRUE,
+ footer = NULL
+ ))
+ })
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/cellimage_main_ui.R b/apps/iatlas/app/R/cellimage_main_ui.R
new file mode 100644
index 0000000000..cb3758356d
--- /dev/null
+++ b/apps/iatlas/app/R/cellimage_main_ui.R
@@ -0,0 +1,66 @@
+cellimage_main_ui <- function(id){
+
+ ns <- shiny::NS(id)
+ shiny::tagList(
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::includeMarkdown(get_markdown_path("cellimage")),
+ shiny::actionLink(ns("method_link"), "Click to view method.")
+ ),
+ shiny::fluidRow(
+ iatlas.modules::optionsBox(
+ shiny::column(
+ width = 6,
+ shiny::radioButtons(
+ ns("viz_selection1"),
+ "Select type of visualization:",
+ choices = c("Illustration", "Network"),
+ selected = "Illustration"
+ )
+ ),
+ shiny::column(
+ width = 6,
+ shiny::uiOutput(ns("select_group1_ui"))
+ )
+ ),
+ iatlas.modules::optionsBox(
+ shiny::column(
+ width = 6,
+ shiny::radioButtons(
+ ns("viz_selection2"),
+ "Select type of visualization:",
+ choices = c("Illustration", "Network"),
+ selected = "Network"
+ )
+ ),
+ shiny::column(
+ width = 6,
+ shiny::uiOutput(ns("select_group2_ui"))
+ )
+ )
+ ),
+ shiny::fluidRow(
+ shiny::conditionalPanel(
+ condition = "input.viz_selection1 == 'Illustration'",
+ cellimage_plot_ui(ns("cellimage_plot1")),
+ ns = ns
+ ),
+ shiny::conditionalPanel(
+ condition = "input.viz_selection1 == 'Network'",
+ cellimage_network_ui(ns("cellimage_network1")),
+ ns = ns
+ ),
+ shiny::conditionalPanel(
+ condition = "input.viz_selection2 == 'Illustration'",
+ cellimage_plot_ui(ns("cellimage_plot2")),
+ ns = ns
+ ),
+ shiny::conditionalPanel(
+ condition = "input.viz_selection2 == 'Network'",
+ cellimage_network_ui(ns("cellimage_network2")),
+ ns = ns
+ ),
+ ),
+ shiny::img(src = "images/cell-image-legend.png", width = "100%")
+ )
+}
diff --git a/apps/iatlas/app/R/cellimage_network_server.R b/apps/iatlas/app/R/cellimage_network_server.R
new file mode 100644
index 0000000000..a9e1f9bfe8
--- /dev/null
+++ b/apps/iatlas/app/R/cellimage_network_server.R
@@ -0,0 +1,52 @@
+cellimage_network_server <- function(id, dataset, tag) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ cellimage_genes <- shiny::reactive(get_cellimage_genes())
+
+ cellimage_features <- shiny::reactive(get_cellimage_features())
+
+ gene_nodes <- shiny::reactive({
+ shiny::req(dataset(), tag(), cellimage_genes())
+ nodes <- get_cellimage_gene_nodes(dataset(), tag(), cellimage_genes())
+
+ if(nrow(nodes) == length(cellimage_genes())) nodes
+ else add_nonexistent_gene_nodes(nodes, cellimage_genes())
+ })
+
+ feature_nodes <- shiny::reactive({
+ shiny::req(dataset(), tag(), cellimage_features())
+ nodes <- get_cellimage_feature_nodes(dataset(), tag(), cellimage_features())
+
+ if(nrow(nodes) == length(cellimage_features())) nodes
+ else add_nonexistent_feature_nodes(nodes, cellimage_features())
+ })
+
+ nodes <- shiny::reactive({
+ shiny::req(gene_nodes(), feature_nodes())
+ dplyr::bind_rows(gene_nodes(), feature_nodes())
+ })
+
+ edges <- shiny::reactive({
+ shiny::req(nodes())
+ get_cellimage_edges()
+ })
+
+ graph_json <- shiny::reactive({
+ shiny::req(nodes(), edges())
+ create_cellimage_json(nodes(), edges())
+ })
+
+ output$network <- cyjShiny::renderCyjShiny({
+ cyjShiny::cyjShiny(
+ graph_json(),
+ layoutName = "preset",
+ styleFile = get_javascript_path("style_network_cellimage")
+ )
+ })
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/cellimage_network_ui.R b/apps/iatlas/app/R/cellimage_network_ui.R
new file mode 100644
index 0000000000..339aeb9068
--- /dev/null
+++ b/apps/iatlas/app/R/cellimage_network_ui.R
@@ -0,0 +1,11 @@
+cellimage_network_ui <- function(id){
+
+ ns <- shiny::NS(id)
+ shiny::tagList(
+ iatlas.modules::plotBox(
+ width = 6,
+ cyjShiny::cyjShinyOutput(ns("network"), height = 600) %>%
+ shinycssloaders::withSpinner(.)
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/cellimage_plot_server.R b/apps/iatlas/app/R/cellimage_plot_server.R
new file mode 100644
index 0000000000..58b1b0751c
--- /dev/null
+++ b/apps/iatlas/app/R/cellimage_plot_server.R
@@ -0,0 +1,75 @@
+cellimage_plot_server <- function(id, dataset, tag) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ cellimage_genes <- shiny::reactive(get_cellimage_genes())
+
+ cellimage_features <- shiny::reactive(get_cellimage_features())
+
+ gene_nodes <- shiny::reactive({
+ shiny::req(dataset(), tag(), cellimage_genes())
+ get_cellimage_gene_nodes(dataset(), tag(), cellimage_genes())
+ })
+
+ feature_nodes <- shiny::reactive({
+ shiny::req(dataset(), tag(), cellimage_features())
+ get_cellimage_feature_nodes(dataset(), tag(), cellimage_features())
+ })
+
+ nodes <- shiny::reactive({
+ shiny::req(gene_nodes(), feature_nodes())
+ dplyr::bind_rows(gene_nodes(), feature_nodes())
+ })
+
+ plot_obj <- shiny::reactive({
+ range_tbl <- tibble::tibble(
+ "node_feature_name" = nodes() %>%
+ dplyr::pull("node_feature_name") %>%
+ unique(),
+ "MinBound" = 0,
+ "MaxBound" = 1
+ )
+
+ annotations <- "cellimage_annotations" %>%
+ get_tsv_path() %>%
+ readr::read_tsv(., col_types = "cccd")
+
+ labels <- "cellimage_labels" %>%
+ get_tsv_path() %>%
+ readr::read_tsv(., col_types = "c") %>%
+ dplyr::pull("label")
+
+ pic <- "tcell-cairo" %>%
+ get_svg_path() %>%
+ grImport2::readPicture()
+
+ image_grob <- grImport2::pictureGrob(pic)
+ gTree_name <- grid::childNames(image_grob)
+ pathlabels <- image_grob$children[[gTree_name]]$childrenOrder
+ n_image_objects <- length(labels)
+ fill_color <- character(n_image_objects)
+ names(fill_color) <- pathlabels[1:n_image_objects]
+
+ for (ind in seq(1, n_image_objects) ){
+ ioa <- labels[ind]
+ datavar <- annotations %>% dplyr::filter(.data$display == ioa) %>% purrr::pluck("name")
+ colormap <- annotations %>% dplyr::filter(.data$display == ioa) %>% purrr::pluck("color")
+ alpha <- annotations %>% dplyr::filter(.data$display == ioa) %>% purrr::pluck("alpha")
+ color <- getVarColor(datavar, colormap, nodes(), range_tbl, alpha)
+ fill_color[ind] <- color
+ }
+
+ for (s in pathlabels[1:n_image_objects] ){
+ image_grob$children[[gTree_name]]$children[[s]]$gp$fill <- fill_color[s]
+ }
+
+ return(image_grob)
+ })
+
+ output$plot <- shiny::renderPlot(grid::grid.draw(plot_obj()))
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/cellimage_plot_ui.R b/apps/iatlas/app/R/cellimage_plot_ui.R
new file mode 100644
index 0000000000..54d2d008a5
--- /dev/null
+++ b/apps/iatlas/app/R/cellimage_plot_ui.R
@@ -0,0 +1,11 @@
+cellimage_plot_ui <- function(id){
+
+ ns <- shiny::NS(id)
+ shiny::tagList(
+ iatlas.modules::plotBox(
+ width = 6,
+ shiny::plotOutput(ns("plot"), height = 600) %>%
+ shinycssloaders::withSpinner(.)
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/cellimage_server.R b/apps/iatlas/app/R/cellimage_server.R
new file mode 100644
index 0000000000..aae71a3706
--- /dev/null
+++ b/apps/iatlas/app/R/cellimage_server.R
@@ -0,0 +1,44 @@
+cellimage_server <- function(id, cohort_obj){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ show_submodule <- shiny::reactive({
+ function(cohort_obj){
+ any(
+ all(
+ length(cohort_obj$dataset_names) == 1,
+ cohort_obj$dataset_names == "TCGA",
+ cohort_obj$group_name %in% c(
+ "Immune_Subtype", "TCGA_Subtype", "TCGA_Study"
+ )
+ ),
+ all(
+ length(cohort_obj$dataset_names) == 1,
+ cohort_obj$dataset_names == "PCAWG",
+ cohort_obj$group_name %in% c(
+ "Immune_Subtype", "PCAWG_Study"
+ )
+ )
+ )
+ }
+ })
+
+ call_module_server(
+ "cellimage_main",
+ cohort_obj,
+ server_function = cellimage_main_server,
+ ui_function = cellimage_main_ui,
+ test_function = show_submodule,
+ warning_message = stringr::str_c(
+ "The Extracellular Network is only currently computed for ",
+ "dataset TCGA with groups Immune Subtype, TCGA Subtype, and TCGA Study, ",
+ "and dataset PCAWG with groups Immune Subtype, and PCAWG Study, "
+ )
+ )
+ }
+ )
+}
+
+
+
diff --git a/apps/iatlas/app/R/cellimage_ui.R b/apps/iatlas/app/R/cellimage_ui.R
new file mode 100644
index 0000000000..751da6c5ac
--- /dev/null
+++ b/apps/iatlas/app/R/cellimage_ui.R
@@ -0,0 +1,18 @@
+cellimage_ui <- function(id){
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox(
+ "CRI iAtlas Explorer — Cell-Interaction Diagram"
+ ),
+ iatlas.modules::textBox(
+ width = 12,
+ "This module allows you to depict the estimated abundance of tumor cells and representative innate and adaptive cells in the microenvironment, along with the abundance of receptor and ligands mediating interactions between those cells."
+ ),
+ iatlas.modules::sectionBox(
+ title = "Cell-Interaction Diagram",
+ module_ui(ns("cellimage_main"))
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/clinical_outcomes_functions.R b/apps/iatlas/app/R/clinical_outcomes_functions.R
new file mode 100644
index 0000000000..8208319fd9
--- /dev/null
+++ b/apps/iatlas/app/R/clinical_outcomes_functions.R
@@ -0,0 +1,93 @@
+build_co_survival_list <- function(tbl){
+ tbl %>%
+ dplyr::filter(.data$class == "Survival Time") %>%
+ dplyr::arrange(.data$order) %>%
+ dplyr::select("display", "name") %>%
+ tibble::deframe(.)
+}
+
+get_co_status_feature <- function(time_feature){
+ if (time_feature == "PFI_time_1") return("PFI_1")
+ else if (time_feature == "OS_time") return("OS")
+ else stop("Unknown time feature")
+}
+
+build_co_survival_value_tbl <- function(cohort_obj, time, status) {
+
+ time_tbl <-
+ cohort_obj$get_feature_values(time) %>%
+ dplyr::select("sample_name", "time" = "feature_value")
+
+ status_tbl <-
+ cohort_obj$get_feature_values(status) %>%
+ dplyr::select("sample_name", "status" = "feature_value")
+
+ tbl <- cohort_obj$sample_tbl %>%
+ dplyr::rename("group" = "group_name") %>%
+ dplyr::inner_join(time_tbl, by = "sample_name") %>%
+ dplyr::inner_join(status_tbl, by = "sample_name") %>%
+ dplyr::select("sample" = "sample_name", "group", "time", "status")
+
+ return(tbl)
+}
+
+build_co_feature_tbl <- function(cohort_obj, feature_class){
+ tbl <-
+ cohort_obj$get_feature_values(feature_classes = feature_class) %>%
+ dplyr::select(
+ "sample" = "sample_name",
+ "feature_display",
+ "feature_value",
+ "feature_order"
+ )
+}
+
+build_co_heatmap_tbl <- function(survival_tbl, feature_tbl){
+ survival_tbl %>%
+ dplyr::inner_join(feature_tbl, by = "sample") %>%
+ dplyr::select(
+ "sample",
+ "group",
+ "time",
+ "status",
+ "feature_display",
+ "feature_value",
+ "feature_order"
+ )
+}
+
+build_co_heatmap_matrix <- function(tbl){
+ tbl %>%
+ dplyr::select(
+ "feature" = "feature_display",
+ "value" = "feature_value",
+ "time",
+ "status",
+ "group",
+ "order" = "feature_order"
+ ) %>%
+ tidyr::nest(
+ value = .data$value,
+ data = c(.data$time, .data$status)
+ ) %>%
+ dplyr::mutate(
+ value = purrr::map(.data$value, as.matrix),
+ data = purrr::map(.data$data, as.matrix)
+ ) %>%
+ dplyr::mutate(result = purrr::map2_dbl(
+ .data$value,
+ .data$data,
+ concordanceIndex::concordanceIndex
+ )) %>%
+ dplyr::arrange(.data$order) %>%
+ dplyr::select("feature", "group", "result") %>%
+ tidyr::pivot_wider(
+ .data$feature,
+ names_from = .data$group,
+ values_from = .data$result
+ ) %>%
+ as.data.frame() %>%
+ dplyr::select(sort(names(.))) %>%
+ tibble::column_to_rownames("feature") %>%
+ as.matrix()
+}
diff --git a/apps/iatlas/app/R/clinical_outcomes_heatmap_server.R b/apps/iatlas/app/R/clinical_outcomes_heatmap_server.R
new file mode 100644
index 0000000000..6160c270a1
--- /dev/null
+++ b/apps/iatlas/app/R/clinical_outcomes_heatmap_server.R
@@ -0,0 +1,92 @@
+clinical_outcomes_heatmap_server <- function(
+ id,
+ cohort_obj
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ output$class_selection_ui <- shiny::renderUI({
+ shiny::selectInput(
+ inputId = ns("class_choice"),
+ label = "Select or Search for Variable Class",
+ choices = cohort_obj()$get_feature_class_list(),
+ selected = "T Helper Cell Score"
+ )
+ })
+
+ output$time_feature_selection_ui <- shiny::renderUI({
+ shiny::selectInput(
+ inputId = ns("time_feature_choice"),
+ label = "Select or Search for Survival Endpoint",
+ choices = build_co_survival_list(cohort_obj()$feature_tbl)
+ )
+ })
+
+ status_feature_choice <- shiny::reactive({
+ shiny::req(input$time_feature_choice)
+ get_co_status_feature(input$time_feature_choice)
+ })
+
+ survival_value_tbl <- shiny::reactive({
+ shiny::req(input$time_feature_choice, status_feature_choice())
+ build_co_survival_value_tbl(
+ cohort_obj(),
+ input$time_feature_choice,
+ status_feature_choice()
+ )
+ })
+
+ feature_tbl <- shiny::reactive({
+ shiny::req(input$class_choice)
+ build_co_feature_tbl(cohort_obj(), input$class_choice)
+ })
+
+ heatmap_tbl <- shiny::reactive({
+ shiny::req(survival_value_tbl(), feature_tbl())
+ build_co_heatmap_tbl(survival_value_tbl(), feature_tbl())
+ })
+
+ output$heatmap <- plotly::renderPlotly({
+ shiny::req(heatmap_tbl())
+
+ heatmap_matrix <- build_co_heatmap_matrix(heatmap_tbl())
+
+ shiny::validate(shiny::need(
+ nrow(heatmap_matrix > 0) & ncol(heatmap_matrix > 0),
+ "No results to display, pick a different group."
+ ))
+
+ create_heatmap(heatmap_matrix, "clinical_outcomes_heatmap")
+ })
+
+ heatmap_eventdata <- shiny::reactive({
+ shiny::req(heatmap_tbl())
+ eventdata <- plotly::event_data("plotly_click", "clinical_outcomes_heatmap")
+ if(is.null(eventdata) & !is.null(input$mock_event_data)){
+ eventdata <- input$mock_event_data
+ }
+ shiny::validate(shiny::need(eventdata, "Click on above heatmap."))
+ return(eventdata)
+ })
+
+ group_data <- shiny::reactive({
+ cohort_obj()$group_tbl %>%
+ dplyr::mutate("group_description" = stringr::str_c(
+ .data$short_name, ": ", .data$characteristics),
+ "group_display" = .data$short_name
+ ) %>%
+ dplyr::select("group_name" = "short_name", "group_display", "group_description")
+ })
+
+ iatlas.modules::plotly_server(
+ "heatmap",
+ plot_data = heatmap_tbl,
+ eventdata = heatmap_eventdata,
+ group_data = group_data
+ )
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/clinical_outcomes_heatmap_ui.R b/apps/iatlas/app/R/clinical_outcomes_heatmap_ui.R
new file mode 100644
index 0000000000..211aa78374
--- /dev/null
+++ b/apps/iatlas/app/R/clinical_outcomes_heatmap_ui.R
@@ -0,0 +1,34 @@
+clinical_outcomes_heatmap_ui <- function(id) {
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::includeMarkdown("inst/markdown/clinical_outcomes_heatmap.markdown")
+ ),
+ shiny::fluidRow(
+ iatlas.modules::optionsBox(
+ width = 12,
+ shiny::column(
+ width = 6,
+ shiny::uiOutput(ns("time_feature_selection_ui"))
+ ),
+ shiny::column(
+ width = 6,
+ shiny::uiOutput(ns("class_selection_ui"))
+ )
+ ),
+ iatlas.modules::plotBox(
+ width = 12,
+ shiny::fluidRow(
+ "heatmap" %>%
+ ns() %>%
+ plotly::plotlyOutput(., height = 600) %>%
+ shinycssloaders::withSpinner(.),
+ iatlas.modules::plotly_ui(ns("heatmap"))
+ )
+ )
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/clinical_outcomes_server.R b/apps/iatlas/app/R/clinical_outcomes_server.R
new file mode 100644
index 0000000000..2bf7540147
--- /dev/null
+++ b/apps/iatlas/app/R/clinical_outcomes_server.R
@@ -0,0 +1,32 @@
+clinical_outcomes_server <- function(
+ id,
+ cohort_obj
+){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ show_co_submodules <- function(cohort_obj){
+ cohort_obj$has_classes(c("Survival Time", "Survival Status"))
+ }
+
+ call_module_server(
+ "clinical_outcomes_survival",
+ cohort_obj,
+ server_function = clinical_outcomes_survival_server,
+ ui_function = clinical_outcomes_survival_ui,
+ test_function = shiny::reactive(show_co_submodules)
+ )
+
+ call_module_server(
+ "clinical_outcomes_heatmap",
+ cohort_obj,
+ server_function = clinical_outcomes_heatmap_server,
+ ui_function = clinical_outcomes_heatmap_ui,
+ test_function = shiny::reactive(show_co_submodules)
+ )
+ }
+ )
+}
+
+
diff --git a/apps/iatlas/app/R/clinical_outcomes_survival_server.R b/apps/iatlas/app/R/clinical_outcomes_survival_server.R
new file mode 100644
index 0000000000..e993828609
--- /dev/null
+++ b/apps/iatlas/app/R/clinical_outcomes_survival_server.R
@@ -0,0 +1,76 @@
+clinical_outcomes_survival_server <- function(id, cohort_obj) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ output$time_feature_selection_ui <- shiny::renderUI({
+ shiny::selectInput(
+ inputId = ns("time_feature_choice"),
+ label = "Select or Search for Survival Endpoint",
+ choices = build_co_survival_list(
+ cohort_obj()$feature_tbl
+ )
+ )
+ })
+
+ status_feature_choice <- shiny::reactive({
+ shiny::req(input$time_feature_choice)
+ get_co_status_feature(input$time_feature_choice)
+ })
+
+ survival_value_tbl <- shiny::reactive({
+ shiny::req(input$time_feature_choice, status_feature_choice())
+ build_co_survival_value_tbl(
+ cohort_obj(),
+ input$time_feature_choice,
+ status_feature_choice()
+ )
+ })
+
+ output$survival_plot <- shiny::renderPlot({
+
+ shiny::req(survival_value_tbl(), input$risktable)
+
+ shiny::validate(shiny::need(
+ nrow(survival_value_tbl()) > 0,
+ paste0(
+ "Samples with selected variable don't have selected ",
+ "survival features."
+ )
+ ))
+
+ num_groups <- length(unique(survival_value_tbl()$group))
+
+ shiny::validate(shiny::need(
+ num_groups <= 10,
+ paste0(
+ "Too many sample groups (", num_groups, ") ",
+ "for KM plot; choose a continuous variable or select ",
+ "different sample groups."
+ )
+ ))
+
+ fit <- survival::survfit(
+ survival::Surv(time, status) ~ group,
+ data = survival_value_tbl()
+ )
+
+ create_kmplot(
+ fit = fit,
+ df = survival_value_tbl(),
+ confint = input$confint,
+ risktable = input$risktable,
+ title = cohort_obj()$group_display,
+ group_colors = unname(cohort_obj()$plot_colors)
+ )
+ })
+
+ output$download_tbl <- shiny::downloadHandler(
+ filename = function() stringr::str_c("data-", Sys.Date(), ".csv"),
+ content = function(con) readr::write_csv(survival_value_tbl(), con)
+ )
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/clinical_outcomes_survival_ui.R b/apps/iatlas/app/R/clinical_outcomes_survival_ui.R
new file mode 100644
index 0000000000..3941deeec9
--- /dev/null
+++ b/apps/iatlas/app/R/clinical_outcomes_survival_ui.R
@@ -0,0 +1,46 @@
+clinical_outcomes_survival_ui <- function(id) {
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::includeMarkdown(get_markdown_path(
+ "clinical_outcomes_survival"
+ ))
+ ),
+ shiny::fluidRow(
+ iatlas.modules::optionsBox(
+ width = 12,
+ shiny::column(
+ width = 8,
+ shiny::uiOutput(ns("time_feature_selection_ui"))
+ ),
+ shiny::column(
+ width = 2,
+ shiny::checkboxInput(
+ ns("confint"),
+ "Confidence Intervals",
+ value = F
+ )
+ ),
+ shiny::column(
+ width = 2,
+ shiny::checkboxInput(
+ ns("risktable"),
+ "Risk Table",
+ value = T
+ )
+ )
+ ),
+ iatlas.modules::plotBox(
+ width = 12,
+ "survival_plot" %>%
+ ns() %>%
+ shiny::plotOutput(., height = 600) %>%
+ shinycssloaders::withSpinner(.)
+ ),
+ shiny::downloadButton(ns("download_tbl"), "Download plot table")
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/clinical_outcomes_ui.R b/apps/iatlas/app/R/clinical_outcomes_ui.R
new file mode 100644
index 0000000000..90a695c63c
--- /dev/null
+++ b/apps/iatlas/app/R/clinical_outcomes_ui.R
@@ -0,0 +1,22 @@
+clinical_outcomes_ui <- function(id) {
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox("CRI iAtlas Explorer — Clinical Outcomes"),
+ iatlas.modules::textBox(
+ width = 12,
+ shiny::includeMarkdown(get_markdown_path("clinical_outcomes")),
+ shiny::p("Check out our ",
+ a(href="https://github.com/CRI-iAtlas/iatlas-notebooks/blob/main/clinical_outcomes.ipynb", "Jupyter notebook"),
+ "reproducing the code run in this module.")
+ ),
+ iatlas.modules::sectionBox(
+ title = "Sample Group Survival",
+ module_ui(ns("clinical_outcomes_survival"))
+ ),
+ iatlas.modules::sectionBox(
+ title = "Concordance Index",
+ module_ui(ns("clinical_outcomes_heatmap"))
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/copy_number_functions.R b/apps/iatlas/app/R/copy_number_functions.R
new file mode 100644
index 0000000000..a54cf0b7bf
--- /dev/null
+++ b/apps/iatlas/app/R/copy_number_functions.R
@@ -0,0 +1,65 @@
+
+build_cnv_group_list <- function(tbl){
+ tbl %>%
+ tibble::deframe(.) %>%
+ c("All" = "All", .)
+}
+
+build_cnv_gene_list <- function(gene_set_tbl, gene_tbl){
+ list(
+ "All Genes" = "All",
+ "Gene Sets" = tibble::deframe(gene_set_tbl),
+ "Genes" = tibble::deframe(gene_tbl)
+ )
+}
+
+get_cnv_entrez_query_from_filters <- function(filters, gene_set_tbl, gene_tbl){
+ if ("All" %in% filters) return(gene_tbl$entrez)
+ gene_sets <- filters %>%
+ purrr::keep(., . %in% gene_set_tbl$name)
+ if(length(gene_sets) == 0) return(as.integer(filters))
+ genes <- filters %>%
+ purrr::discard(., . %in% gene_sets)
+ iatlasGraphQLClient::query_genes_by_gene_types(gene_sets) %>%
+ dplyr::pull("entrez") %>%
+ unique() %>%
+ union(genes) %>%
+ as.integer()
+}
+
+create_cnv_results_string <- function(result_tbl){
+ n_genes <- result_tbl %>%
+ dplyr::pull(.data$hgnc) %>%
+ unique() %>%
+ sort() %>%
+ length()
+ paste0(
+ "Total number of rows: ", nrow(result_tbl),
+ ", Number of genes: ", n_genes
+ )
+}
+
+build_cnv_dt_tbl <- function(tbl){
+ tbl %>%
+ dplyr::mutate(mean_diff = .data$mean_normal - .data$mean_cnv) %>%
+ dplyr::select(
+ Metric = .data$feature_display,
+ Group = .data$tag_short_display,
+ Gene = .data$hgnc,
+ Direction = .data$direction,
+ `Mean Normal` = .data$mean_normal,
+ `Mean CNV` = .data$mean_cnv,
+ `Mean Diff` = .data$mean_diff,
+ `T stat` = .data$t_stat,
+ `Neg log10 pvalue` = .data$log10_p_value
+ ) %>%
+ dplyr::mutate_if(is.numeric, round, 3)
+}
+
+
+
+
+
+
+
+
diff --git a/apps/iatlas/app/R/copy_number_response_server.R b/apps/iatlas/app/R/copy_number_response_server.R
new file mode 100644
index 0000000000..59327be28b
--- /dev/null
+++ b/apps/iatlas/app/R/copy_number_response_server.R
@@ -0,0 +1,159 @@
+copy_number_response_server <- function(id, cohort_obj) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ feature_class_list <- shiny::reactive({
+ iatlas.modules::create_nested_named_list(
+ cohort_obj()$feature_tbl,
+ names_col1 = "class",
+ names_col2 = "display",
+ values_col = "name"
+ )
+ })
+
+ output$response_option_ui <- shiny::renderUI({
+ shiny::selectInput(
+ inputId = ns("response_variable"),
+ label = "Select or Search for Response Variable",
+ choices = feature_class_list(),
+ selected = "leukocyte_fraction"
+ )
+ })
+
+ group_tbl <- shiny::reactive({
+ iatlasGraphQLClient::query_tags(
+ cohorts = cohort_obj()$dataset_names,
+ parent_tags = cohort_obj()$group_name
+ ) %>%
+ dplyr::select("display" = "tag_short_display", "name" = "tag_name")
+ })
+
+ group_choice_list <- shiny::reactive({
+ build_cnv_group_list(group_tbl())
+ })
+
+ output$select_cn_group_ui <- shiny::renderUI({
+ shiny::selectInput(
+ inputId = ns("group_choices"),
+ label = "Select Group Filter",
+ choices = group_choice_list(),
+ selected = "All",
+ multiple = T
+ )
+ })
+
+ gene_tbl <- shiny::reactive(
+ iatlasGraphQLClient::query_copy_number_result_genes(cohort_obj()$dataset_names)
+ )
+
+ gene_set_tbl <- shiny::reactive(iatlasGraphQLClient::query_gene_types())
+
+ gene_choice_list <- shiny::reactive({
+ shiny::req(gene_set_tbl(), gene_tbl())
+ build_cnv_gene_list(gene_set_tbl(), gene_tbl())
+ })
+
+ output$select_cn_gene_ui <- shiny::renderUI({
+ shiny::selectInput(
+ ns("gene_filter_choices"),
+ "Select Gene Filter",
+ choices = gene_choice_list(),
+ selected = "All",
+ multiple = T
+ )
+ })
+
+ gene_entrez_query <- shiny::reactive({
+ shiny::req(input$gene_filter_choices)
+ get_cnv_entrez_query_from_filters(
+ input$gene_filter_choices,
+ gene_set_tbl(),
+ gene_tbl()
+ )
+ })
+
+ groups <- shiny::reactive({
+ shiny::req(input$group_choices)
+ if ("All" %in% input$group_choices) return(group_tbl()$name)
+ else return(input$group_choices)
+ })
+
+ direction_query <- shiny::reactive({
+ shiny::req(input$cn_dir_point_filter)
+ if (input$cn_dir_point_filter == "All") return(NA)
+ else return(input$cn_dir_point_filter)
+ })
+
+ result_tbl <- shiny::reactive({
+
+ shiny::req(
+ groups(),
+ gene_entrez_query(),
+ input$response_variable,
+ !is.null(direction_query())
+ )
+
+ result_tbl <- iatlasGraphQLClient::query_copy_number_results(
+ datasets = cohort_obj()$dataset_names,
+ tags = groups(),
+ entrez = gene_entrez_query(),
+ features = input$response_variable,
+ direction = direction_query()
+ )
+ shiny::validate(need(
+ all(!is.null(result_tbl), nrow(result_tbl) > 0),
+ paste0(
+ "Members in current selected groupings do not have ",
+ "driver CNV results"
+ )
+ ))
+ return(result_tbl)
+ })
+
+ output$text <- shiny::renderText({
+ shiny::req(result_tbl())
+ create_cnv_results_string(result_tbl())
+ })
+
+ output$cnvPlot <- plotly::renderPlotly({
+ shiny::req(result_tbl())
+ create_histogram(
+ dplyr::select(result_tbl(), x = t_stat),
+ x_lab = 'T statistics, Positive if normal value higher',
+ y_lab = 'Number of tests',
+ title = 'Distribution of T statistics',
+ source_name = "cnv_hist"
+ )
+ })
+
+ data_table <- shiny::reactive({
+ build_cnv_dt_tbl(result_tbl())
+ })
+
+ output$cnvtable <- DT::renderDataTable({
+ shiny::req(data_table())
+ DT::datatable(
+ data_table(),
+ extensions = 'Buttons', options = list(
+ scrollY = '300px',
+ paging = TRUE,
+ scrollX = TRUE,
+ dom = 'Bfrtip',
+ buttons =
+ list('copy', 'print',
+ list(
+ extend = 'collection',
+ buttons = c('csv', 'excel', 'pdf'),
+ text = 'Download')
+ )
+ )
+ )
+ })
+
+ }
+ )
+}
+
diff --git a/apps/iatlas/app/R/copy_number_response_ui.R b/apps/iatlas/app/R/copy_number_response_ui.R
new file mode 100644
index 0000000000..3d826ece06
--- /dev/null
+++ b/apps/iatlas/app/R/copy_number_response_ui.R
@@ -0,0 +1,79 @@
+copy_number_response_ui <- function(id){
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::p("This module allows you to identify associations between specific somatic gene copy number alterations (SCNAs) and immune readouts. Gene SCNAs are specified as either amplified or deleted.\n\n"),
+
+ shiny::p("The module begins with a large table of SCNA statistical associations (>3 Million) based on the t-test. Initially, statistics from all genes and all sample groups are shown.
+ Use the filter controls to limit results to your interests.\n\n"),
+
+ shiny::p("There are three components to the module: filter controls, a summary plot, and a table of results.\n"),
+
+ shiny::p("The filter controls allow you to specify which subset of values are shown in the table and plot. It's possible to select multiple groups and genes."),
+
+ shiny::p("The histogram shows the distribution of t-statistic values, given the filter settings."),
+
+ shiny::tags$ul(
+ shiny::tags$li("The x-axis shows the t-statistic value, positive if the group of normal (un-altered) samples has higher immune readout scores, and negative if the opposite is true."),
+ shiny::tags$li("The y-axis represents the number of genes with that statistic.")
+ ),
+ shiny::p("\n\nImmune landscape manuscript context: The results are comparable to those shown in Figure S4A.","\n"),
+ shiny::p(""),
+ shiny::p("Notes: A statistical test is performed only when the number of samples exceeds a minimum required group count (currently 3).
+ In rare instances all (or all but one) samples within a group contain the alteration and a test cannot be performed.
+ Only statistics with p-values less than 0.001 are retained. As this module relies heavily on pre-computation, it is
+ not currently compatible with loading of user-defined custom sample groups."),
+ shiny::p(""),
+ shiny::p("")
+ ),
+ shiny::fluidRow(
+ iatlas.modules::optionsBox(
+ width = 12,
+ shiny::column(
+ width = 6,
+ shiny::uiOutput(ns("response_option_ui"))
+ ),
+ shiny::column (
+ width = 6,
+ shiny::uiOutput(ns("select_cn_group_ui"))
+ ),
+ shiny::column (
+ width = 6,
+ shiny::uiOutput(ns("select_cn_gene_ui"))
+ ),
+ shiny::column (
+ width = 6,
+ shiny::selectInput(
+ ns("cn_dir_point_filter"),
+ "Select CNV Direction",
+ choices = c('All', 'Amp', 'Del'),
+ selected = "All"
+
+ )
+ ),
+ shiny::column(
+ width = 6,
+ shiny::textOutput(ns("text"))
+ )
+ )
+ ),
+ shiny::fluidRow(
+ iatlas.modules::plotBox(
+ width = 12,
+ plotly::plotlyOutput(ns("cnvPlot")) %>%
+ shinycssloaders::withSpinner(.)
+ )
+ ),
+
+ iatlas.modules::tableBox(
+ width = 12,
+ shiny::div(style = "overflow-x: scroll",
+ DT::dataTableOutput(ns("cnvtable")) %>%
+ shinycssloaders::withSpinner(.)
+ )
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/copy_number_server.R b/apps/iatlas/app/R/copy_number_server.R
new file mode 100644
index 0000000000..27809bbffc
--- /dev/null
+++ b/apps/iatlas/app/R/copy_number_server.R
@@ -0,0 +1,33 @@
+copy_number_server <- function(
+ id,
+ cohort_obj
+){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ show_submodule <- shiny::reactive({
+ function(cohort_obj){
+ all(
+ length(cohort_obj$dataset_names) == 1,
+ cohort_obj$dataset_names == "TCGA",
+ cohort_obj$group_name %in% c(
+ "Immune_Subtype", "TCGA_Subtype", "TCGA_Study"
+ )
+ )
+ }
+ })
+
+ call_module_server(
+ "copy_number_response",
+ cohort_obj,
+ server_function = copy_number_response_server,
+ ui_function = copy_number_response_ui,
+ test_function = show_submodule
+ )
+ }
+ )
+}
+
+
+
diff --git a/apps/iatlas/app/R/copy_number_ui.R b/apps/iatlas/app/R/copy_number_ui.R
new file mode 100644
index 0000000000..36e7487908
--- /dev/null
+++ b/apps/iatlas/app/R/copy_number_ui.R
@@ -0,0 +1,20 @@
+copy_number_ui <- function(id){
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox(
+ "CRI iAtlas Explorer — Association with Copy Number Variations"
+ ),
+ iatlas.modules::textBox(
+ width = 12,
+ shiny::p("Explore statistical associations between immune readouts and copy number variations."),
+ shiny::p( "Please note: As this module relies heavily on pre-computation, it is not currently compatible with user-defined custom sample groups in Cohort Selection."
+ )
+ ),
+ iatlas.modules::sectionBox(
+ title = "Immune Response Association With Copy Number Variation",
+ module_ui(ns("copy_number_response"))
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/data_info_functions.R b/apps/iatlas/app/R/data_info_functions.R
new file mode 100644
index 0000000000..7278b0064a
--- /dev/null
+++ b/apps/iatlas/app/R/data_info_functions.R
@@ -0,0 +1,45 @@
+#' Format Feature Tibble
+#'
+#' @param feature_tbl A tibble with columns feature, unit and class
+#' @importFrom dplyr select
+#' @importFrom rlang .data
+format_feature_tbl <- function(feature_tbl){
+ dplyr::select(
+ feature_tbl,
+ `Feature Name` = .data$display,
+ `Variable Class` = .data$class,
+ Unit = .data$unit
+ )
+}
+
+#' Filter Feature Tibble
+#'
+#' @param feature_tbl A tibble with columns class
+#' @param selected_row An integer that is a row number in the tibble
+#' @importFrom magrittr %>%
+#' @importFrom dplyr slice pull filter
+#' @importFrom rlang .data
+filter_feature_tbl <- function(feature_tbl, selected_row){
+ selected_row_class <- feature_tbl %>%
+ dplyr::slice(selected_row) %>%
+ dplyr::pull(.data$class)
+
+ dplyr::filter(feature_tbl, .data$class == selected_row_class)
+}
+
+#' Format Filtered Feature Tibble
+#'
+#' @param filtered_feature_tbl A tibble with columns order, display, unit, and
+#' method_tag
+#' @importFrom dplyr select
+#' @importFrom rlang .data
+format_filtered_feature_tbl <- function(filtered_feature_tbl){
+ dplyr::select(
+ filtered_feature_tbl,
+ `Variable Class Order` = .data$order,
+ `Feature Name` = .data$display,
+ Unit = .data$unit,
+ `Methods Tag` = .data$method_tag
+ )
+}
+
diff --git a/apps/iatlas/app/R/data_info_server.R b/apps/iatlas/app/R/data_info_server.R
new file mode 100644
index 0000000000..a868e581dc
--- /dev/null
+++ b/apps/iatlas/app/R/data_info_server.R
@@ -0,0 +1,116 @@
+data_info_server <- function(id){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+ ns <- session$ns
+
+ class_list <- shiny::reactive({
+ iatlasGraphQLClient::query_features() %>%
+ dplyr::pull("class") %>%
+ c("All classes", .)
+ })
+
+ output$classes <- shiny::renderUI({
+ shiny::selectInput(
+ ns("class_choice"),
+ label = "Select or Search for Class",
+ choices = class_list(),
+ selected = "All classes"
+ )
+ })
+
+ feature_tbl <- shiny::reactive({
+ shiny::req(input$class_choice)
+ if(input$class_choice == "All classes") {
+ iatlasGraphQLClient::query_features()
+ } else {
+ iatlasGraphQLClient::query_features(
+ feature_class = input$class_choice
+ )
+ }
+
+ })
+
+ output$feature_table <- DT::renderDT({
+ shiny::req(feature_tbl())
+ DT::datatable(
+ format_feature_tbl(feature_tbl()),
+ selection = list(mode = 'single'),
+ options = list(scrollX = TRUE, autoWidth = F ),
+ rownames = FALSE
+ )
+ }, server = FALSE)
+
+
+ filtered_feature_tbl <- shiny::reactive({
+ shiny::req(feature_tbl(), input$feature_table_rows_selected)
+ filter_feature_tbl(feature_tbl(), input$feature_table_rows_selected)
+ })
+
+ output$variable_class_table <- shiny::renderTable({
+ shiny::req(filtered_feature_tbl())
+ format_filtered_feature_tbl(filtered_feature_tbl())
+ })
+
+ selected_method_tags <- shiny::reactive({
+ shiny::req(filtered_feature_tbl())
+ iatlas.modules::get_unique_values_from_col(
+ filtered_feature_tbl(),
+ method_tag
+ )
+ })
+
+ output$method_buttons <- shiny::renderUI({
+ shiny::req(selected_method_tags())
+ selected_method_tags() %>%
+ purrr::map(
+ ~fluidRow(actionButton(ns(paste0("show_", .x)), .x))
+ ) %>%
+ shiny::tagList()
+ })
+
+ show_method <- function(tag){
+ shiny::observeEvent(input[[paste0("show_", tag)]], {
+ shiny::showModal(shiny::modalDialog(
+ title = "Methods",
+ shiny::includeMarkdown(paste0(
+ "inst/markdown/methods/",
+ tag,
+ ".markdown"
+ )),
+ size = "l",
+ easyClose = TRUE
+ ))
+ })
+ }
+
+ shiny::observeEvent(input$feature_table_rows_selected, {
+ shiny::req(selected_method_tags())
+ purrr::walk(selected_method_tags(), show_method)
+ })
+
+ shiny::observeEvent(input$feature_table_rows_selected, {
+ output$variable_details_section <- shiny::renderUI({
+ iatlas.modules::sectionBox(
+ title = "Variable Class Details",
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::p("Here is additional information about the variables in the Variable Class you selected. To the right you can access description of the methods used to obtain the variables.")
+ ),
+ shiny::fluidRow(
+ iatlas.modules::tableBox(
+ width = 9,
+ shiny::tableOutput(ns('variable_class_table'))
+ ),
+ shiny::column(
+ width = 3,
+ shiny::h5(shiny::strong("Click to view methods")),
+ shiny::uiOutput(ns("method_buttons"))
+ )
+ )
+ )
+ })
+ })
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/data_info_ui.R b/apps/iatlas/app/R/data_info_ui.R
new file mode 100644
index 0000000000..48d04f77b5
--- /dev/null
+++ b/apps/iatlas/app/R/data_info_ui.R
@@ -0,0 +1,34 @@
+data_info_ui <- function(id) {
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox("CRI iAtlas Explorer — Data Description"),
+ iatlas.modules::textBox(
+ width = 12,
+ shiny::includeMarkdown("inst/markdown/data_info.markdown")
+ ),
+ iatlas.modules::sectionBox(
+ title = "PanImmune Readouts",
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::includeMarkdown("inst/markdown/data_info_readouts.markdown")
+ ),
+ shiny::fluidRow(
+ iatlas.modules::optionsBox(
+ width = 6,
+ shiny::uiOutput(ns("classes")))),
+ shiny::fluidRow(
+ iatlas.modules::tableBox(
+ width = 12,
+ shiny::div(
+ 'feature_table' %>%
+ ns() %>%
+ DT::dataTableOutput(.) %>%
+ shinycssloaders::withSpinner(.)
+ )
+ )
+ )
+ ),
+ shiny::uiOutput(ns("variable_details_section"))
+ )
+}
diff --git a/apps/iatlas/app/R/data_table_server.R b/apps/iatlas/app/R/data_table_server.R
new file mode 100644
index 0000000000..9d3607bb8e
--- /dev/null
+++ b/apps/iatlas/app/R/data_table_server.R
@@ -0,0 +1,35 @@
+data_table_server <- function(
+ id,
+ tbl,
+ options = list(pageLength = 10),
+ color = F,
+ color_column = NULL,
+ colors = NULL,
+ ...
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+ output$data_table <- DT::renderDT({
+ dt <- DT::datatable(
+ tbl(),
+ options = options,
+ rownames = FALSE,
+ ...
+ )
+ if (color) {
+ dt <- DT::formatStyle(
+ dt,
+ color_column,
+ backgroundColor = DT::styleEqual(colors, colors))
+ }
+ return(dt)
+ })
+
+ output$download_table <- shiny::downloadHandler(
+ filename = function() stringr::str_c("data-", Sys.Date(), ".csv"),
+ content = function(con) readr::write_csv(tbl(), con)
+ )
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/data_table_ui.R b/apps/iatlas/app/R/data_table_ui.R
new file mode 100644
index 0000000000..c333195e06
--- /dev/null
+++ b/apps/iatlas/app/R/data_table_ui.R
@@ -0,0 +1,25 @@
+data_table_ui <- function(
+ id,
+ message_html = "",
+ button_text = "Download datatable"
+){
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::messageBox(width = 12, message_html),
+ shiny::fluidRow(
+ iatlas.modules::tableBox(
+ width = 12,
+ shiny::div(
+ style = "overflow-x: scroll",
+ "data_table" %>%
+ ns() %>%
+ DT::dataTableOutput(.) %>%
+ shinycssloaders::withSpinner(.)
+ )
+ ),
+ shiny::downloadButton(ns("download_table"), button_text)
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/docspage.R b/apps/iatlas/app/R/docspage.R
new file mode 100644
index 0000000000..8da804547a
--- /dev/null
+++ b/apps/iatlas/app/R/docspage.R
@@ -0,0 +1,19 @@
+docspage_ui <- function(){
+ shiny::fluidPage(
+ shiny::br(),
+ iatlas.modules::titleBox("Documentation"),
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::includeMarkdown("inst/markdown/docs.markdown")
+ ),
+ shiny::fluidRow(
+ shiny::column(
+ width = 12,
+ shiny::column(
+ width = 12,
+ shiny::includeMarkdown("README.md")
+ )
+ )
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/driver_associations_server.R b/apps/iatlas/app/R/driver_associations_server.R
new file mode 100644
index 0000000000..1e552d3152
--- /dev/null
+++ b/apps/iatlas/app/R/driver_associations_server.R
@@ -0,0 +1,38 @@
+driver_associations_server <- function(id, cohort_obj){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ show_submodule <- shiny::reactive({
+ function(cohort_obj){
+ all(
+ length(cohort_obj$dataset_names) == 1,
+ cohort_obj$dataset_names == "TCGA",
+ cohort_obj$group_name %in% c(
+ "Immune_Subtype", "TCGA_Subtype", "TCGA_Study"
+ )
+ )
+ }
+ })
+
+ call_module_server(
+ "univariate_driver",
+ cohort_obj,
+ test_function = show_submodule,
+ server_function = iatlas.modules2::univariate_driver_server,
+ ui_function = iatlas.modules2::univariate_driver_ui
+ )
+
+ # call_module_server(
+ # "multivariate_driver",
+ # cohort_obj,
+ # test_function = show_submodule,
+ # server_function = iatlas.modules2::multivariate_driver_server,
+ # ui_function = iatlas.modules2::multivariate_driver_ui
+ # )
+ }
+ )
+}
+
+
+
diff --git a/apps/iatlas/app/R/driver_associations_ui.R b/apps/iatlas/app/R/driver_associations_ui.R
new file mode 100644
index 0000000000..3b0587d680
--- /dev/null
+++ b/apps/iatlas/app/R/driver_associations_ui.R
@@ -0,0 +1,29 @@
+driver_associations_ui <- function(id) {
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox(
+ "CRI iAtlas Explorer — Association with Driver Mutations"
+ ),
+ iatlas.modules::textBox(
+ width = 12,
+ shiny::includeMarkdown(get_markdown_path("driver"))
+ ),
+ iatlas.modules::sectionBox(
+ title = paste0(
+ "Immune Response Association With Driver Mutations ",
+ "-- univariate"
+ ),
+ module_ui(ns("univariate_driver"))
+ )
+ # iatlas.modules::sectionBox(
+ # title = paste0(
+ # "Immune Response Association With Driver Mutations ",
+ # "-- multivariate"
+ # ),
+ # module_ui(ns("multivariate_driver"))
+ # )
+ )
+}
+
diff --git a/apps/iatlas/app/R/explorepage.R b/apps/iatlas/app/R/explorepage.R
new file mode 100644
index 0000000000..1a897cc1e8
--- /dev/null
+++ b/apps/iatlas/app/R/explorepage.R
@@ -0,0 +1,238 @@
+explorepage_ui <- function(){
+
+ # module tables ----
+ modules_tbl <- MODULES_TBL %>%
+ dplyr::mutate(
+ "ui_function" = purrr::map(.data$ui_function_string, get)
+ )
+
+ ici_modules_tbl <- dplyr::filter(modules_tbl, .data$type == "ici")
+ cg_modules_tbl <- dplyr::filter(modules_tbl, .data$type == "cg")
+ sc_modules_tbl <- dplyr::filter(modules_tbl, .data$type == "scRNA")
+ tool_modules_tbl <- dplyr::filter(modules_tbl, .data$type == "tool")
+
+ # sidebar ----
+
+ create_menu_subitems <- function(tbl){
+ tbl %>%
+ dplyr::select("text" = "display", "tabName" = "name") %>%
+ purrr::pmap(shinydashboard::menuSubItem, icon = shiny::icon("cog"))
+ }
+
+ ici_module_menu_items <- create_menu_subitems(ici_modules_tbl)
+ cg_module_menu_items <- create_menu_subitems(cg_modules_tbl)
+ sc_module_menu_items <- create_menu_subitems(sc_modules_tbl)
+ tool_module_menu_items <- create_menu_subitems(tool_modules_tbl)
+
+ sidebar <- shinydashboard::dashboardSidebar(
+ shinydashboard::sidebarMenu(
+ id = "explorertabs",
+ shinydashboard::menuItem(
+ "CRI iAtlas Explorer Home",
+ tabName = "dashboard",
+ icon = shiny::icon("tachometer-alt")
+ ),
+ shinydashboard::menuItem(
+ "Datasets Overview",
+ icon = shiny::icon("th-list"),
+ tabName = "ici_overview"
+ ),
+ shinydashboard::menuItem(
+ "Single Cell Cohort Selection",
+ tabName = "sc_cohort_selection",
+ icon = shiny::icon("cog")
+ ),
+ shinydashboard::menuItem(
+ text = "Single Cell Modules",
+ icon = shiny::icon("chart-bar"),
+ startExpanded = TRUE,
+ sc_module_menu_items
+ ),
+ shinydashboard::menuItem(
+ "ICI Cohort Selection",
+ tabName = "ici_cohort_selection",
+ icon = shiny::icon("cog")
+ ),
+ shinydashboard::menuItem(
+ text = "ICI Analysis Modules",
+ icon = shiny::icon("chart-bar"),
+ startExpanded = TRUE,
+ ici_module_menu_items
+ ),
+ shinydashboard::menuItem(
+ "CG Cohort Selection",
+ tabName = "cg_cohort_selection",
+ icon = shiny::icon("cog")
+ ),
+ shinydashboard::menuItem(
+ text = "CG Analysis Modules",
+ icon = shiny::icon("chart-bar"),
+ startExpanded = TRUE,
+ cg_module_menu_items
+ ),
+ shinydashboard::menuItem(
+ text = "CRI iAtlas tools",
+ icon = shiny::icon("wrench"),
+ startExpanded = TRUE,
+ tool_module_menu_items
+ ),
+ shinydashboard::menuItem(
+ "Data Description",
+ icon = shiny::icon("th-list"),
+ tabName = "data_info"
+ )
+ )
+ )
+
+ # body ----
+
+ # info boxes at top of page
+ readout_info_boxes <- dplyr::tibble(
+ title = c(
+ "Single-cell RNA-seq datasets:",
+ "Immune Checkpoint Inhibitors (ICI) datasets:",
+ "Cancer Genomics (CG) datasets:",
+ "Samples:"
+ ),
+ value = c(
+ 6,
+ nrow(iatlasGraphQLClient::query_datasets(types = "ici")),
+ 2,
+ nrow(iatlasGraphQLClient::query_samples())
+ ),
+ icon = purrr::map(c("search", "database", "filter", "users"), shiny::icon)
+ ) %>%
+ purrr::pmap(
+ shinydashboard::infoBox,
+ width = 6,
+ color = "black",
+ fill = FALSE
+ )
+
+ # image boxes at bottom of page that link to module tabs
+
+ make_image_boxes <- function(tbl){
+ tbl %>%
+ dplyr::select(
+ "title" = "display",
+ "linkId" = "link",
+ "imgSrc" = "image",
+ "boxText" = "description"
+ ) %>%
+ purrr::pmap(
+ iatlas.modules::imgLinkBox, width = 6, linkText = "Open Module"
+ ) %>%
+ dplyr::tibble("item" = .) %>%
+ dplyr::mutate("row" = as.character(ceiling(dplyr::row_number() / 2))) %>%
+ dplyr::group_by(.data$row) %>%
+ dplyr::mutate("n" = as.character(dplyr::row_number())) %>%
+ dplyr::ungroup() %>%
+ tidyr::pivot_wider(names_from = "n", values_from = "item") %>%
+ dplyr::select("item1" = "1", "item2" = "2") %>%
+ dplyr::mutate("row" = purrr::map2(
+ .data$item1,
+ .data$item2,
+ shiny::fluidRow
+ )) %>%
+ dplyr::pull("row")
+ }
+
+ cg_module_image_boxes <- make_image_boxes(cg_modules_tbl)
+ ici_module_image_boxes <- make_image_boxes(ici_modules_tbl)
+ sc_module_image_boxes <- make_image_boxes(sc_modules_tbl)
+
+ # This is the tab item that users land on
+ landing_tab_item <- list(shinydashboard::tabItem(
+ tabName = "dashboard",
+ iatlas.modules::titleBox("CRI iAtlas Explorer - Home"),
+ iatlas.modules::sectionBox(
+ title = "What's Inside",
+ shiny::column(
+ width = 6,
+ shiny::includeMarkdown("inst/markdown/explore1.markdown")
+ ),
+ shiny::column(
+ width = 6,
+ shiny::verticalLayout(
+ readout_info_boxes[1:2],
+ readout_info_boxes[3:4]
+ )
+ )
+ ),
+ iatlas.modules::sectionBox(
+ title = "Get Started",
+ iatlas.modules::textBox(
+ width = 6,
+ shiny::p(shiny::h4(shiny::strong("1. Build your Cohort"))),
+ shiny::p("Use our cohort selector to explore the available data and narrow down your research targets."),
+ shiny::splitLayout(
+ shiny::actionButton("link_to_ici_cohort_selection", label = "Open ICI Cohort Selection"),
+ shiny::actionButton(inputId = "link_to_cg_cohort_selection", label = "Open CG Cohort Selection")
+ )
+ ),
+ iatlas.modules::textBox(
+ width = 6,
+ shiny::p(shiny::h4(shiny::strong("2. Visualize your data"))),
+ shiny::p("Use our analysis modules to explore the selected cohorts. You can access the analysis modules from the sections below and from the left menu. Any changes in the selected cohort in step 1 will be automatically propagated to the corresponding modules.")
+ )
+ ),
+ iatlas.modules::sectionBox(
+ title = "Single-cell RNA-seq data Analysis Modules",
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::includeMarkdown("inst/markdown/explore4.markdown")
+ ),
+ sc_module_image_boxes
+ ),
+ iatlas.modules::sectionBox(
+ title = "Immune Checkpoint Inhibition Analysis Modules",
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::includeMarkdown("inst/markdown/explore3.markdown")
+ ),
+ ici_module_image_boxes
+ ),
+ iatlas.modules::sectionBox(
+ title = "Cancer Genomics Analysis Modules",
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::includeMarkdown("inst/markdown/explore2.markdown")
+ ),
+ cg_module_image_boxes
+ )
+ ))
+
+ # These tabs are the result of calling the ui function of each module
+ module_tab_items <-
+ dplyr::bind_rows(
+ dplyr::select(modules_tbl, "label", "ui_function"),
+ dplyr::tibble(
+ "label" = c(
+ "sc_cohort_selection",
+ "cg_cohort_selection",
+ "ici_cohort_selection",
+ "data_info",
+ "ici_overview"
+ ),
+ "ui_function" = c(
+ iatlas.modules2::cohort_selection_ui,
+ iatlas.modules2::cohort_selection_ui,
+ iatlas.modules2::cohort_selection_ui,
+ data_info_ui,
+ ici_overview_ui
+ )
+ )
+ ) %>%
+ purrr::pmap(~shinydashboard::tabItem(tabName = .x, .y(.x)))
+
+ body <-
+ do.call(shinydashboard::tabItems, c(landing_tab_item, module_tab_items)) %>%
+ shinydashboard::dashboardBody()
+
+ # dashboard page ----
+ shinydashboard::dashboardPage(
+ header = shinydashboard::dashboardHeader(disable = TRUE),
+ sidebar = sidebar,
+ body = body
+ )
+}
diff --git a/apps/iatlas/app/R/extracellular_network_functions.R b/apps/iatlas/app/R/extracellular_network_functions.R
new file mode 100644
index 0000000000..687b6e9c75
--- /dev/null
+++ b/apps/iatlas/app/R/extracellular_network_functions.R
@@ -0,0 +1,296 @@
+build_ecn_gene_choice_list <- function(){
+ genes <- iatlasGraphQLClient::query_genes(gene_types = "extracellular_network") %>%
+ dplyr::select("hgnc", "entrez") %>%
+ dplyr::mutate("entrez" = stringr::str_c("gene:", .data$entrez)) %>%
+ tibble::deframe(.)
+
+ list(
+ "Genesets" = c(
+ "Extracellular Network Genes" = "geneset:extracellular_network",
+ "Immunomodulator Genes" = "geneset:immunomodulator"
+ ),
+ "Genes" = genes
+ )
+}
+
+build_ecn_celltype_choice_list <- function(){
+ features <-
+ iatlasGraphQLClient::query_features(
+ feature_classes = "Immune Cell Proportion - Common Lymphoid and Myeloid Cell Derivative Class"
+ ) %>%
+ dplyr::select("display", "name") %>%
+ tibble::deframe(.) %>%
+ c("All" = "All", .)
+}
+
+get_selected_gene_ids <- function(gene_input_list){
+ gene_inputs <- unlist(gene_input_list)
+ if(is.null(gene_inputs)) return(NULL)
+ genesets <- gene_inputs %>%
+ purrr::keep(., stringr::str_detect(., "^geneset:")) %>%
+ stringr::str_remove_all(., "^geneset:")
+ if(length(genesets) != 0){
+ geneset_genes <- genesets %>%
+ iatlasGraphQLClient::query_genes(gene_types = .) %>%
+ dplyr::pull("entrez")
+ } else {
+ geneset_genes <- c()
+ }
+ genes <- gene_inputs %>%
+ purrr::keep(., stringr::str_detect(., "^gene:")) %>%
+ stringr::str_remove_all(., "^gene:") %>%
+ c(geneset_genes) %>%
+ unique() %>%
+ as.integer() %>%
+ sort()
+}
+
+get_selected_celltypes <- function(celltype_input_list){
+ celltype_input = unlist(celltype_input_list)
+ if("All" %in% celltype_input) {
+ celltypes <- iatlasGraphQLClient::query_features(
+ feature_classes = "Immune Cell Proportion - Common Lymphoid and Myeloid Cell Derivative Class"
+ ) %>%
+ dplyr::pull("name")
+ } else {
+ celltypes <- celltype_input
+ }
+ return(celltypes)
+}
+
+get_gene_nodes <- function(
+ stratify,
+ dataset,
+ genes,
+ tags,
+ stratified_tags,
+ min_abundance
+){
+ n_tags <- find_n_tags(stratify)
+
+ if(n_tags == 1){
+ nodes <-
+ iatlasGraphQLClient::query_nodes(
+ datasets = dataset,
+ network = "Extracellular Network",
+ entrez = genes,
+ tag1 = tags,
+ n_tags = n_tags,
+ min_score = min_abundance / 100
+ )
+ }else{
+ nodes <-
+ iatlasGraphQLClient::query_nodes(
+ datasets = dataset,
+ network = "Extracellular Network",
+ entrez = genes,
+ tag1 = stratified_tags,
+ tag2 = tags,
+ n_tags = n_tags,
+ min_score = min_abundance / 100
+ )
+ }
+
+ nodes <- nodes %>%
+ dplyr::select(
+ "label" = "node_label",
+ "tags" = "tag_1_name",
+ "node_name" = "node_name",
+ "node_display" = "gene_hgnc",
+ "node_friendly" = "gene_friendly_name",
+ "score" = "node_score"
+ ) %>%
+ #filter_nodes_for_n_tags(n_tags) %>%
+ dplyr::mutate(
+ "node_friendly" = as.character(.data$node_friendly),
+ "node_friendly" = dplyr::if_else(
+ is.na(.data$node_friendly),
+ .data$node_display,
+ .data$node_friendly
+ )
+ )
+ #if(stratify) nodes <- filter_nodes_with_tag_name(nodes, stratified_tags)
+ unnest_nodes(nodes, stratify)
+}
+
+get_feature_nodes <- function(
+ stratify,
+ dataset,
+ features,
+ tags,
+ stratified_tags,
+ min_abundance
+){
+ n_tags <- find_n_tags(stratify)
+ min_score <- min_abundance / 100
+
+ if(n_tags == 1){
+ nodes <-
+ iatlasGraphQLClient::query_nodes(
+ datasets = dataset,
+ network = "Extracellular Network",
+ features = features,
+ tag1 = tags,
+ n_tags = n_tags,
+ min_score = min_abundance / 100
+ )
+ }else{
+ nodes <-
+ iatlasGraphQLClient::query_nodes(
+ datasets = dataset,
+ network = "Extracellular Network",
+ features = features,
+ tag1 = stratified_tags,
+ tag2 = tags,
+ n_tags = n_tags,
+ min_score = min_abundance / 100
+ )
+ }
+
+ nodes <- nodes %>%
+ dplyr::select(
+ "label" = "node_label",
+ "tags" = "tag_1_name",
+ "node_name" = "node_name",
+ "node_display" = "feature_display",
+ "node_friendly" = "feature_display",
+ "score" = "node_score"
+ )
+ #if(stratify) nodes <- filter_nodes_with_tag_name(nodes, stratified_tags)
+
+ nodes <- unnest_nodes(nodes, stratify)
+
+ return(nodes)
+}
+
+find_n_tags <- function(stratify){
+ if(stratify) return(2)
+ else return(1)
+}
+
+filter_nodes_for_n_tags <- function(data, n_tags){
+ dplyr::filter(
+ data,
+ purrr::map_lgl(purrr::map_int(.data$tags, nrow), ~ .x == n_tags)
+ )
+}
+
+filter_nodes_with_tag_name <- function(data, names){
+ dplyr::filter(
+ data,
+ purrr::map_lgl(
+ purrr::map(.data$tags, dplyr::pull, "name"), ~ any(names %in% .x)
+ )
+ )
+}
+
+unnest_nodes <- function(data, stratify){
+ if(nrow(data) == 0) {
+ data <- data %>%
+ dplyr::mutate("tag" = character()) %>%
+ dplyr::select(
+ "label",
+ "node_name",
+ "node_display",
+ "node_friendly",
+ "tag",
+ "score"
+ )
+ return(data)
+ }
+
+ result <- data %>%
+ tidyr::unnest("tags") %>%
+ dplyr::select(
+ "label",
+ "node_name",
+ "node_display",
+ "node_friendly",
+ "tag" = "tags",
+ "score"
+ )
+
+ if(stratify){
+ result <- dplyr::filter(
+ result, .data$tag %in% c("C1", "C2", "C3", "C4", "C5", "C6")
+ )
+ }
+ return(result)
+}
+
+get_edges <- function(nodes, min_concordance){
+ nodes <- dplyr::select(
+ nodes, "node_name", "node_display", "node_friendly", "tag"
+ )
+
+ node_names <- nodes %>%
+ dplyr::pull("node_name") %>%
+ unique()
+
+ edges <-
+ iatlasGraphQLClient::query_edges(
+ min_score = min_concordance,
+ node1 = node_names,
+ node2 = node_names
+ )
+
+ if(nrow(edges) == 0) return(edges)
+
+ edges %>%
+ dplyr::select("node1", "node2", "score") %>%
+ dplyr::inner_join(nodes, by = c("node1" = "node_name")) %>%
+ dplyr::select(
+ "score",
+ "node_display1" = "node_display",
+ "node_friendly1" = "node_friendly",
+ "node1",
+ "node2"
+ ) %>%
+ dplyr::inner_join(nodes, by = c("node2" = "node_name")) %>%
+ dplyr::select(
+ "score",
+ "node_display1",
+ "node_friendly1",
+ "node_display2" = "node_display",
+ "node_friendly2" = "node_friendly",
+ "node1",
+ "node2",
+ "tag"
+ )
+}
+
+filter_nodes <- function(nodes, edges){
+ edges_nodes <-
+ c(edges$node1, edges$node2) %>%
+ unique()
+
+ nodes %>%
+ dplyr::filter(.data$node_name %in% edges_nodes) %>%
+ dplyr::arrange("node_friendly") %>%
+ dplyr::select(
+ "id" = "node_friendly",
+ "Type" = "label",
+ "Node" = "node_display",
+ "FriendlyName" = "node_friendly",
+ "Group" = "tag",
+ "Abundance" = "score"
+ ) %>%
+ dplyr::distinct() %>%
+ as.data.frame()
+}
+
+create_graph_json <- function(edges, nodes){
+
+ edges <- edges %>%
+ dplyr::select(
+ "source" = "node_friendly1",
+ "target" = "node_friendly2",
+ "interaction" = "tag",
+ "score"
+ ) %>%
+ as.data.frame()
+
+ nodes <- dplyr::select(nodes, "id", "Type", "FriendlyName") %>% dplyr::distinct()
+
+ cyjShiny::dataFramesToJSON(edges, nodes)
+}
diff --git a/apps/iatlas/app/R/extracellular_network_main_server.R b/apps/iatlas/app/R/extracellular_network_main_server.R
new file mode 100644
index 0000000000..45166145f3
--- /dev/null
+++ b/apps/iatlas/app/R/extracellular_network_main_server.R
@@ -0,0 +1,316 @@
+# TODO: Stratification of groupsworks assuming at most 2 groups per node,
+# and the second group is always Immune Subtypes. This should be generalized
+# at some point.
+
+extracellular_network_main_server <- function(
+ id,
+ cohort_obj
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ show_stratify_option <- shiny::reactive({
+ shiny::req(cohort_obj())
+ all(
+ length(cohort_obj()$dataset_names) == 1,
+ cohort_obj()$dataset_names == "TCGA",
+ cohort_obj()$group_name == "TCGA_Study"
+ )
+ })
+
+ output$show_stratify_option <- show_stratify_option
+
+ shiny::outputOptions(
+ output, "show_stratify_option", suspendWhenHidden = FALSE
+ )
+
+ output$stratify_ui <- shiny::renderUI({
+ shiny::checkboxInput(
+ ns("stratify"),
+ "Stratify by Immune Subtype",
+ value = F
+ )
+ })
+
+ stratify <- shiny::reactive({
+ if(!show_stratify_option()) return(F)
+ else return(input$stratify)
+ })
+
+ output$stratify <- shiny::reactive(stratify())
+
+ shiny::outputOptions(
+ output, "stratify", suspendWhenHidden = FALSE
+ )
+
+ group_choices <- shiny::reactive({
+ choices <-
+ iatlasGraphQLClient::query_tags(
+ cohorts = cohort_obj()$dataset_names,
+ parent_tags = cohort_obj()$group_name
+ ) %>%
+ dplyr::pull("tag_name")
+ })
+
+ output$select_groups_ui <- shiny::renderUI({
+ shiny::req(group_choices())
+ if (cohort_obj()$group_name == "Immune_Subtype") {
+ shiny::checkboxGroupInput(
+ ns("group_selected"),
+ "Select Immune Subtype",
+ choices = group_choices(),
+ selected = c("C1", "C2"),
+ inline = TRUE
+ )
+ } else {
+ shiny::selectInput(
+ ns("group_selected"),
+ "Select or Search for Subtype Subset",
+ choices = group_choices()
+ )
+ }
+ })
+
+ output$select_statify_groups_ui <- shiny::renderUI({
+ choices <-
+ iatlasGraphQLClient::query_tags(
+ parent_tags = "Immune_Subtype"
+ ) %>%
+ dplyr::pull("tag_name")
+ shiny::checkboxGroupInput(
+ ns("stratified_group_selected"),
+ "Select Immune Subtype",
+ choices = choices,
+ selected = c("C1", "C2"),
+ inline = TRUE
+ )
+ })
+
+ output$select_style <- shiny::renderUI({
+ shiny::selectInput(
+ ns("loadStyleFile"),
+ "Select Style",
+ choices = c(
+ "Edges - Immune Subtype" =
+ get_javascript_path("extracellular_network_stylesEdges"),
+ "Black Edges" =
+ get_javascript_path("extracellular_network_styles")
+ )
+ )
+ })
+
+ gene_choice_list <- shiny::reactive({
+ build_ecn_gene_choice_list()
+ })
+
+ shiny::updateSelectizeInput(
+ session,
+ 'selected_genes',
+ choices = gene_choice_list(),
+ selected = "geneset:immunomodulator",
+ server = TRUE
+ )
+
+ output$select_celltypes <- shiny::renderUI({
+ shiny::selectizeInput(
+ ns("selected_celltypes"),
+ "Select cells of interest (optional)",
+ choices = build_ecn_celltype_choice_list(),
+ selected = "All",
+ multiple = TRUE
+ )
+ })
+
+ selected_genes <- shiny::reactive({
+ shiny::req(input$selected_genes)
+ get_selected_gene_ids(input$selected_genes)
+ })
+
+ selected_celltypes <- shiny::reactive({
+ shiny::req(input$selected_celltypes)
+ get_selected_celltypes(input$selected_celltypes)
+ })
+
+ gene_nodes <- shiny::eventReactive(input$calculate_button, {
+ get_gene_nodes(
+ stratify = stratify(),
+ dataset = cohort_obj()$dataset_names,
+ genes = selected_genes(),
+ tags = input$group_selected,
+ stratified_tags = input$stratified_group_selected,
+ min_abundance = input$abundance
+ )
+ })
+
+ feature_nodes <- shiny::eventReactive(input$calculate_button, {
+ get_feature_nodes(
+ stratify(),
+ cohort_obj()$dataset_names,
+ selected_celltypes(),
+ input$group_selected,
+ input$stratified_group_selected,
+ input$abundance
+ )
+ })
+
+ nodes <- shiny::reactive({
+
+ shiny::req(gene_nodes(), feature_nodes())
+ dplyr::bind_rows(gene_nodes(), feature_nodes())
+ })
+
+ edges <- shiny::reactive({
+ shiny::req(nodes(), input$concordance)
+ edges <- get_edges(nodes(), input$concordance)
+ shiny::validate(shiny::need(
+ nrow(edges) > 0,
+ "No network for this selection. Try changing the thresholds or selecting another subset."
+ ))
+ return(edges)
+ })
+
+ output$select_node_ui <- shiny::renderUI({
+ shiny::selectInput(
+ ns("node_selection"),
+ "Select or Search for Node",
+ choices = nodes() %>%
+ dplyr::select("node_display", "node_name") %>%
+ tibble::deframe(.) %>%
+ c(" " = 0, .),
+ selected = 0
+ )
+ })
+
+ filtered_nodes <- shiny::reactive({
+ filter_nodes(nodes(), edges())
+ })
+
+ graph_json <- shiny::reactive({
+ create_graph_json(edges(), filtered_nodes())
+ })
+
+ output$cyjShiny <- cyjShiny::renderCyjShiny({
+ cyjShiny::cyjShiny(
+ graph_json(),
+ layoutName = input$do_layout,
+ styleFile = get_javascript_path("extracellular_network_stylesEdges")
+ )
+ })
+
+ shiny::observeEvent(input$loadStyleFile, ignoreInit = TRUE, {
+ if (input$loadStyleFile != "") {
+ tryCatch({
+ cyjShiny::loadStyleFile(input$loadStyleFile)
+ }, error = function(e) {
+ msg <- sprintf(
+ "ERROR in stylesheet file '%s': %s",
+ input$loadStyleFile,
+ e$message
+ )
+ shiny::showNotification(msg, duration = NULL, type = "error")
+ })
+ }
+ })
+
+ shiny::observeEvent(input$node_selection, ignoreInit = TRUE, {
+ session$sendCustomMessage(
+ type = "selectNodes",
+ message = list(as.integer(input$node_selection))
+ )
+ })
+
+ shiny::observeEvent(input$sfn, ignoreInit = TRUE, {
+ session$sendCustomMessage(type = "sfn", message = list())
+ })
+
+ shiny::observeEvent(input$fit, ignoreInit = TRUE, {
+ cyjShiny::fit(session, 80)
+ })
+
+ shiny::observeEvent(input$fitSelected, ignoreInit = TRUE, {
+ cyjShiny::fitSelected(session, 100)
+ })
+
+ shiny::observeEvent(input$hideSelection, ignoreInit = TRUE, {
+ session$sendCustomMessage(type = "hideSelection", message = list())
+ })
+
+ shiny::observeEvent(input$showAll, ignoreInit = TRUE, {
+ session$sendCustomMessage(type = "showAll", message = list())
+ })
+
+ shiny::observeEvent(input$clearSelection, ignoreInit = TRUE, {
+ session$sendCustomMessage(type = "clearSelection", message = list())
+ })
+
+ shiny::observeEvent(input$removeGraphButton, ignoreInit = TRUE, {
+ cyjShiny::removeGraph(session)
+ })
+
+ shiny::observeEvent(input$savePNGbutton, ignoreInit = TRUE, {
+ file.name <- tempfile(fileext = ".png")
+ shiny::savePNGtoFile(session, file.name)
+ })
+
+ edges_output <- shiny::reactive({
+ edges() %>%
+ dplyr::mutate(Concordance = round(score, 3)) %>%
+ dplyr::select(
+ "From" = "node_display1",
+ "From (Friendly Name)" = "node_friendly1",
+ "To" = "node_display2",
+ "To (Friendly Name)" = "node_friendly2",
+ "Group" = "tag",
+ "Concordance"
+ )
+ })
+
+ nodes_output <- shiny::reactive({
+ filtered_nodes() %>%
+ dplyr::mutate(Abundance = round(Abundance, 3)) %>%
+ dplyr::select(
+ "Node",
+ "Friendly Name" = "FriendlyName",
+ "Type",
+ "Group",
+ "Abundance"
+ )
+ })
+
+ output$download_edges <- shiny::downloadHandler(
+ filename = function() stringr::str_c("edges-", Sys.Date(), ".csv"),
+ content = function(con) readr::write_csv(edges_output(), con)
+ )
+
+ output$download_nodes <- shiny::downloadHandler(
+ filename = function() stringr::str_c("nodes-", Sys.Date(), ".csv"),
+ content = function(con) readr::write_csv(nodes_output(), con)
+ )
+
+ output$edges_dt <- DT::renderDataTable({
+ shiny::req(edges_output())
+
+ DT::datatable(
+ edges_output(),
+ caption = "Edges Table",
+ width = "100%",
+ rownames = FALSE
+ )
+ })
+
+ output$nodes_dt <- DT::renderDataTable({
+ shiny::req(nodes_output())
+ DT::datatable(
+ nodes_output(),
+ caption = "Nodes Table",
+ width = "100%",
+ rownames = FALSE
+ )
+ })
+
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/extracellular_network_main_ui.R b/apps/iatlas/app/R/extracellular_network_main_ui.R
new file mode 100644
index 0000000000..6e339b6228
--- /dev/null
+++ b/apps/iatlas/app/R/extracellular_network_main_ui.R
@@ -0,0 +1,133 @@
+extracellular_network_main_ui <- function(id){
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::messageBox(
+ width = 24,
+ shiny::includeMarkdown(get_markdown_path(
+ "extracellular_network_main"
+ ))
+ ),
+ shiny::fluidRow(
+ shiny::column(
+ width = 3,
+ iatlas.modules::optionsBox(
+ width=24,
+ #this tags$head makes sure that the checkboxes are formatted appropriately
+ shiny::tags$head(
+ shiny::tags$style(
+ shiny::HTML(
+ ".checkbox-inline {
+ margin-left: 0px;
+ margin-right: 10px;
+ }
+ .checkbox-inline+.checkbox-inline {
+ margin-left: 0px;
+ margin-right: 10px;
+ }
+ "
+ )
+ )
+ ),
+ shiny::conditionalPanel(
+ condition = "output.show_stratify_option",
+ shiny::uiOutput(ns("stratify_ui")),
+ ns = ns
+ ),
+ shiny::uiOutput(ns("select_groups_ui")),
+ shiny::conditionalPanel(
+ condition = "output.stratify",
+ shiny::uiOutput(ns("select_statify_groups_ui")),
+ ns = ns
+ ),
+
+ shiny::numericInput(
+ ns("abundance"),
+ "Set Abundance Threshold (%)",
+ value = 66,
+ min = 0,
+ max = 100
+ ),
+ shiny::numericInput(
+ ns("concordance"),
+ "Set Concordance Threshold",
+ value = 2.94,
+ step = 0.01
+ ),
+
+ shiny::uiOutput(ns("select_celltypes")),
+ shiny::selectizeInput(
+ ns("selected_genes"),
+ "Select genes of interest (optional)",
+ choices = NULL,
+ multiple = TRUE),
+
+ shiny::div(
+ class = "form-group shiny-input-container",
+ shiny::actionButton(
+ ns("calculate_button"),
+ shiny::tags$b("GO"),
+ width = "100%")
+ ),
+ shiny::hr(),
+ shiny::selectInput(
+ ns("do_layout"),
+ "Select Layout",
+ choices = c(
+ "",
+ "cose",
+ "cola",
+ "circle",
+ "concentric",
+ "breadthfirst",
+ "grid",
+ "random",
+ "dagre",
+ "cose-bilkent"
+ ),
+ selected = "cose"),
+
+ shiny::uiOutput(ns("select_style")),
+ shiny::uiOutput(ns("selectNode")),
+ shiny::actionButton(ns("fitSelected"), "Fit Selected", width = "100%", style = 'white-space: pre-line'),
+ shiny::actionButton(ns("fit"), "Fit Graph", width = "100%", style = 'white-space: pre-line'),
+ shiny::actionButton(ns("sfn"), "Select First Neighbor", width = "100%", style = 'white-space: pre-line'),
+ shiny::actionButton(ns("clearSelection"), "Unselect Nodes", width = "100%", style = 'white-space: pre-line'),
+ shiny::actionButton(ns("hideSelection"), "Hide Selected Nodes", width = "100%", style = 'white-space: pre-line'),
+ shiny::actionButton(ns("showAll"), "Show All Nodes", width = "100%", style = 'white-space: pre-line'),
+ shiny::actionButton(ns("removeGraphButton"), "Remove Graph", width = "100%", style = 'white-space: pre-line')
+ )
+ ),
+ shiny::column(
+ width = 9,
+ shiny::verticalLayout(
+ iatlas.modules::plotBox(
+ width = 24,
+ cyjShiny::cyjShinyOutput(ns("cyjShiny"), height = 800) %>%
+ shinycssloaders::withSpinner(.)
+ ),
+ shiny::img(src = "images/network_legend.png", width = "100%")
+ )
+ )
+ ),
+ iatlas.modules::messageBox(
+ width = 24,
+ "The tables describe the nodes and edges in the network displayed above. You can download the tables for further processing in network visualization softwares."
+ ),
+ shiny::fluidRow(
+ iatlas.modules::tableBox(
+ width = 5,
+ DT::DTOutput(ns("nodes_dt")) %>%
+ shinycssloaders::withSpinner(.),
+ shiny::downloadButton(ns('download_nodes'), 'Download')
+ ),
+ iatlas.modules::tableBox(
+ width = 7,
+ DT::DTOutput(ns("edges_dt")) %>%
+ shinycssloaders::withSpinner(.),
+ shiny::downloadButton(ns('download_edges'), 'Download')
+ )
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/extracellular_network_server.R b/apps/iatlas/app/R/extracellular_network_server.R
new file mode 100644
index 0000000000..e61857b4ff
--- /dev/null
+++ b/apps/iatlas/app/R/extracellular_network_server.R
@@ -0,0 +1,44 @@
+extracellular_network_server <- function(id, cohort_obj){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ show_submodule <- shiny::reactive({
+ function(cohort_obj){
+ any(
+ all(
+ length(cohort_obj$dataset_names) == 1,
+ cohort_obj$dataset_names == "TCGA",
+ cohort_obj$group_name %in% c(
+ "Immune_Subtype", "TCGA_Subtype", "TCGA_Study"
+ )
+ ),
+ all(
+ length(cohort_obj$dataset_names) == 1,
+ cohort_obj$dataset_names == "PCAWG",
+ cohort_obj$group_name %in% c(
+ "Immune_Subtype", "PCAWG_Study"
+ )
+ )
+ )
+ }
+ })
+
+ call_module_server(
+ "extracellular_network_main",
+ cohort_obj,
+ server_function = extracellular_network_main_server,
+ ui_function = extracellular_network_main_ui,
+ test_function = show_submodule,
+ warning_message = stringr::str_c(
+ "The Extracellular Network is only currently computed for ",
+ "dataset TCGA with groups Immune Subtype, TCGA Subtype, and TCGA Study, ",
+ "and dataset PCAWG with groups Immune Subtype, and PCAWG Study, "
+ )
+ )
+ }
+ )
+}
+
+
+
diff --git a/apps/iatlas/app/R/extracellular_network_ui.R b/apps/iatlas/app/R/extracellular_network_ui.R
new file mode 100644
index 0000000000..c237020b35
--- /dev/null
+++ b/apps/iatlas/app/R/extracellular_network_ui.R
@@ -0,0 +1,20 @@
+extracellular_network_ui <- function(id){
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox(
+ "CRI iAtlas Explorer — Extracellular Networks"
+ ),
+ iatlas.modules::textBox(
+ width = 12,
+ shiny::includeMarkdown(get_markdown_path(
+ "extracellular_network"
+ ))
+ ),
+ iatlas.modules::sectionBox(
+ title = "Extracellular networks",
+ module_ui(ns("extracellular_network_main"))
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/forestplot.R b/apps/iatlas/app/R/forestplot.R
new file mode 100644
index 0000000000..333ac2a3ce
--- /dev/null
+++ b/apps/iatlas/app/R/forestplot.R
@@ -0,0 +1,29 @@
+create_forestplot_plotly <- function(
+ x,
+ y,
+ error,
+ plot_title = "",
+ xlab = NULL
+){
+
+ plotly::plot_ly(
+ type='scatter',
+ mode="markers",
+ y= y,
+ x= x,
+ marker = list(color='#000000'),
+ showlegend = F,
+ error_x=list(visible = T,
+ type = "data",
+ symmetric = T,
+ array=error,
+ color = '#000000')) %>%
+ plotly::layout(
+ autosize = TRUE,
+ font = list(
+ family = "Roboto, Open Sans, sans-serif"),
+ xaxis=list(title=xlab,
+ zeroline=T,
+ showticklabels=T))%>%
+ add_title_subplot_plotly(plot_title)
+}
diff --git a/apps/iatlas/app/R/format.R b/apps/iatlas/app/R/format.R
new file mode 100644
index 0000000000..cdf953b77b
--- /dev/null
+++ b/apps/iatlas/app/R/format.R
@@ -0,0 +1,175 @@
+
+# common plot theme
+theme_1012 <- ggplot2::theme(
+ axis.text = ggplot2::element_text(face = "bold", size = 10, color = "black"),
+ axis.title = ggplot2::element_text(face = "bold", size = 12, color = "black"),
+ panel.border = ggplot2::element_rect(colour = "black", size = 1),
+ strip.text = ggplot2::element_text(face = "bold", size = 10, color = "black"),
+ strip.background = ggplot2::element_rect(colour = "black", size = 1),
+ title = ggplot2::element_text(face = "bold", size = 14, color = "black"),
+ legend.text = ggplot2::element_text(face = "bold", size = 8, color = "black")
+)
+
+get_top_margin <- function(p) {
+ t <- 0
+ if ("layoutAttrs" %in% names(p$x)) {
+ p_layout_data <- p$x$layoutAttrs[[length(p$x$layoutAttrs)]]
+ if (!is.null(p_layout_data$title)) {
+ t <- p_layout_data$font$size * 2 %>%
+ ceiling(.)
+ }
+ }
+ t
+}
+
+get_margins_plotly <- function(p, font_size = 12) {
+
+ xlabbuffer <- 0
+ ylabbuffer <- 0
+ if ("layoutAttrs" %in% names(p$x)) {
+ p_layout_data <- p$x$layoutAttrs[[1]]
+ if (length(p_layout_data$xaxis$title) > 0) {
+ xlabbuffer <- font_size * 3 %>%
+ ceiling(.)
+ }
+ if (length(p_layout_data$yaxis$title) > 0) {
+ ylabbuffer <- font_size * 3 %>%
+ ceiling(.)
+ }
+ }
+
+ p_data <- p$x$attrs[[length(p$x$attrs)]]
+
+ xlabangle <- 0
+ xlabmax <- 1
+ if (class(p_data$x) == "character") {
+ xlabs <- p_data$x
+ xlabangle <- purrr::map(
+ p$x$layoutAttrs,
+ ~ .[["xaxis"]][["tickangle"]]
+ ) %>%
+ purrr::discard(is.null) %>%
+ unlist()
+ xlabmax <- xlabs %>%
+ purrr::map_int(stringr::str_length) %>%
+ max(na.rm = TRUE)
+ }
+ xmultiplier <- abs(sin(xlabangle * pi/180))
+
+
+ if (p_data$type %in% c("heatmap")) {
+ ylabs <- p_data$y
+ ylabmax <- ylabs %>%
+ purrr::map_int(stringr::str_length) %>%
+ max(na.rm = TRUE)
+ } else {
+ ylabmax <- 1
+ }
+
+ list(
+ b = xlabbuffer %>%
+ magrittr::add(
+ .,
+ max(font_size - 1, (font_size - 1) * (xlabmax + 1 * xmultiplier) - xlabmax)
+ ) %>%
+ ceiling(.),
+ l = ylabbuffer %>%
+ magrittr::add(
+ .,
+ max(font_size - 3, (font_size - 3) * ylabmax - ylabmax)
+ ) %>%
+ ceiling(.),
+ t = get_top_margin(p)
+ )
+}
+
+get_margins <- function(p, font_size = 12) {
+ if (!("xaxis" %in% names(p$x$layout))) {
+ return(get_margins_plotly(p, font_size))
+ }
+ if (stringr::str_length(p$x$layout$xaxis$title$text) > 0) {
+ xlabbuffer <- (p$x$layout$xaxis$title$font$size - 6) * 3 %>%
+ ceiling(.)
+ } else {
+ xlabbuffer <- 0
+ }
+
+ xlabs <- p$x$layout$xaxis$categoryarray
+ xlabangle <- p$x$layout$xaxis$tickangle
+ xlabmax <- xlabs %>%
+ purrr::map_int(stringr::str_length) %>%
+ max(na.rm = TRUE)
+ xlabfontsize <- dplyr::if_else(
+ !is.null(font_size),
+ min(font_size, p$x$layout$xaxis$tickfont$size),
+ p$x$layout$xaxis$tickfont$size
+ ) %>%
+ ceiling(.)
+ xmultiplier <- abs(sin(xlabangle * pi/180))
+
+ if (stringr::str_length(p$x$layout$yaxis$title$text) > 0) {
+ ylabbuffer <- (p$x$layout$yaxis$title$font$size - 6) * 3 %>%
+ ceiling(.)
+ } else {
+ ylabbuffer <- 0
+ }
+
+ ylabs <- p$x$layout$yaxis$categoryarray
+
+ ylabangle <- p$x$layout$yaxis$tickangle
+ ylabmax <- ylabs %>%
+ purrr::map_int(stringr::str_length) %>%
+ max(na.rm = TRUE)
+ ylabfontsize <- dplyr::if_else(
+ !is.null(font_size),
+ min(font_size, p$x$layout$yaxis$tickfont$size),
+ p$x$layout$yaxis$tickfont$size
+ ) %>%
+ ceiling(.)
+ ymultiplier <- abs(cos(ylabangle * pi/180))
+ list(
+ b = xlabbuffer %>%
+ magrittr::add(
+ .,
+ max(xlabfontsize, (xlabfontsize - 2) * (xlabmax + 1 * xmultiplier))
+ ) %>%
+ ceiling(.),
+ l = ylabbuffer %>%
+ magrittr::add(
+ .,
+ max(ylabfontsize, ylabfontsize * (ylabmax * ymultiplier))
+ ) %>%
+ ceiling(.),
+ t = get_top_margin(p)
+ )
+}
+
+format_plotly <- function(p) {
+ font_size <- 13
+ p %>%
+ plotly::layout(
+ font = list(
+ family = "Roboto, Open Sans, sans-serif",
+ size = font_size),
+ margin = get_margins(p, font_size)
+ ) %>%
+ plotly::config(displayModeBar = T,
+ toImageButtonOptions = list(
+ format = "svg"))
+}
+
+add_title_subplot_plotly <- function(p, plot_title){
+ p %>%
+ plotly::add_annotations(
+ text = plot_title,
+ x = 0.5,
+ y = 1,
+ yref = "paper",
+ xref = "paper",
+ xanchor = "center",
+ yanchor = "top",
+ yshift = 30,
+ showarrow = FALSE,
+ font = list(family = "Roboto, Open Sans, sans-serif",
+ size = 15))
+}
diff --git a/apps/iatlas/app/R/germline_functions.R b/apps/iatlas/app/R/germline_functions.R
new file mode 100644
index 0000000000..caf083c4ab
--- /dev/null
+++ b/apps/iatlas/app/R/germline_functions.R
@@ -0,0 +1,115 @@
+#Heritability functions
+
+#' Prepare heritability tibble for plotting
+#'
+#' @param heritablity_data A tibble
+#' @param parameter Parameter to be used for selection of results (eg, ancestry cluster, immune feature)
+#' @param group Specific group, in the selected parameter, to be displayed (eg. European - ancestry cluster, NK cells - immune feature)
+#' @param ancestry_labels A list
+#' @param pval_thres Maximun p-value to be included
+#'
+#' @importFrom magrittr %>%
+
+create_heritability_df <- function(
+ heritablity_data,
+ parameter = "cluster",
+ group = "European",
+ pval_thres = 0.05,
+ ancestry_labels
+){
+
+ ancestry_df <- names(ancestry_labels)
+ names(ancestry_df) <- ancestry_labels
+
+ df <- heritablity_data %>%
+ dplyr::filter(.[[parameter]] == group) %>%
+ dplyr::filter(p_value <= pval_thres) %>%
+ dplyr::filter(variance >= 0) %>%
+ dplyr::mutate(plot_annot = dplyr::case_when(
+ fdr <= 0.001 ~"***",
+ fdr <= 0.01 ~"**",
+ fdr <= 0.05 ~ "*",
+ fdr <= 0.1 ~"+",
+ fdr > 0.1 ~ ""
+ )) %>%
+ iatlas.modules::create_plotly_text(
+ paste(.data$feature_display, "- ", ancestry_df[cluster], "Ancestry"),
+ paste("\n Immune Trait Category:",.data$feature_germline_category, "\n Immune Trait Module:", .data$feature_germline_module),
+ cols = c("variance", "se", "p_value","fdr"),
+ title = "Immune Trait"
+ )
+
+ #creating the y label
+ if(parameter == "cluster") df <- df %>% dplyr::mutate(ylabel = feature_display)
+ else if (parameter == "feature_germline_category" | parameter == "feature_germline_module")
+ df <- df %>% dplyr::mutate(ylabel = paste(ancestry_df[cluster], feature_display, sep = " - "))
+ else df <- df %>% dplyr::mutate(ylabel = paste(ancestry_df[cluster], .[[parameter]], sep = " - "))
+}
+
+format_heritability_plot <- function(p, hdf, fdr = FALSE){
+ p <- p %>%
+ plotly::layout(
+ xaxis = list(
+ tickformat = "%"
+ )
+ ) %>%
+ plotly::colorbar(title = "-log10(p-value)")
+ if(fdr == TRUE){
+ p <- p %>%
+ plotly::add_annotations(x = hdf$variance+hdf$se+0.01,
+ y = hdf$ylabel,
+ text = (hdf$plot_annot),
+ xref = "x",
+ yref = "y",
+ showarrow = F,
+ font=list(color='black')) %>%
+ plotly::add_annotations( text="LRT FDR \n + <= 0.1 \n * <= 0.05 \n ** <= 0.01 \n *** <= 0.001", xref="paper", yref="paper",
+ x=1.03, xanchor="left",
+ y=0, yanchor="bottom",
+ legendtitle=TRUE, showarrow=FALSE )
+ }
+ p
+}
+
+
+format_gwas_df <- function(df){
+ df %>%
+ dplyr::select(SNP = snp_rsid,
+ 'SNP id' = snp_name,
+ CHR = snp_chr,
+ POS = snp_bp,
+ 'P.VALUE'= p_value,
+ Trait = feature_display,
+ 'Immune Trait Module' = feature_germline_module,
+ 'Immune Trait Category' = feature_germline_category)
+}
+
+create_snp_popup_tbl <- function(track_event){
+ attribute.name.positions <- grep("name", names(track_event[1:16]))
+ attribute.value.positions <- grep("value", names(track_event[1:16]))
+ attribute.names <- as.character(track_event)[attribute.name.positions]
+ attribute.values <- as.character(track_event)[attribute.value.positions]
+ tbl <- data.frame(name=attribute.names,
+ value=attribute.values,
+ stringsAsFactors=FALSE)
+ dialogContent <- renderTable(tbl)
+ HTML(dialogContent())
+}
+
+get_snp_links <- function(rsid, snpid){
+ dbsnp <- paste0("https://www.ncbi.nlm.nih.gov/snp/", rsid)
+ gtex <- paste0("https://gtexportal.org/home/snp/", rsid)
+ gwascat <- paste0("https://www.ebi.ac.uk/gwas/search?query=", rsid)
+ pheweb <- paste0("http://pheweb-tcga.qcri.org/variant/", gsub(':([[:upper:]])', "-\\1", snpid))
+ dice <- paste0("https://dice-database.org/eqtls/", rsid)
+
+ shiny::p(shiny::strong(rsid), shiny::tags$br(),
+ snpid, shiny::tags$br(),
+ "View more SNP information at",
+ shiny::tags$a(href = dbsnp, "dbSNP, "),
+ shiny::tags$a(href = gtex, "GTEx, "),
+ shiny::tags$a(href = gwascat, "GWAS Catalog, "),
+ shiny::tags$a(href = pheweb, "PheWeb, "),
+ shiny::tags$a(href = dice, "DICE")
+ )
+}
diff --git a/apps/iatlas/app/R/germline_gwas_server.R b/apps/iatlas/app/R/germline_gwas_server.R
new file mode 100644
index 0000000000..7979d4dd11
--- /dev/null
+++ b/apps/iatlas/app/R/germline_gwas_server.R
@@ -0,0 +1,251 @@
+germline_gwas_server <- function(id, cohort_obj){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ if(!dir.exists("tracks"))
+ dir.create("tracks")
+ addResourcePath("tracks", "tracks")
+
+ gwas_data <- reactive({
+ iatlasGraphQLClient::query_germline_gwas_results(datasets = "TCGA")
+ })
+
+ immune_feat <- reactive({
+ iatlas.modules::create_nested_named_list(
+ gwas_data() %>% dplyr::select(feature_display, feature_name, feature_germline_module) %>% dplyr::distinct(),
+ names_col1 = "feature_germline_module",
+ names_col2 = "feature_display",
+ values_col = "feature_name"
+ )
+ })
+
+ shiny::updateSelectizeInput(session, 'immunefeature',
+ choices = immune_feat(),
+ selected = c("Wolf_MHC2_21978456", "Bindea_Th17_cells"), #default to exclude that, as suggested by manuscript authors
+ server = FALSE)
+
+ snp_options <- reactive({
+ shiny::req(gwas_data())
+ gwas_data() %>% dplyr::filter(!is.na(snp_rsid)) %>% dplyr::pull(snp_rsid)
+ })
+
+ shiny::updateSelectizeInput(session, 'snp_int',
+ choices = c("", snp_options()),
+ selected = "",
+ server = TRUE)
+
+ subset_gwas <- shiny::reactive({
+ if(is.null(input$immunefeature)){
+ gwas_data() %>% format_gwas_df()
+ }else{
+ if(input$feature_action == "Exclude") gwas_data() %>% dplyr::filter(!(feature_name %in% input$immunefeature)) %>% format_gwas_df()
+ else gwas_data() %>% dplyr::filter(feature_name %in% input$immunefeature) %>% format_gwas_df()
+ }
+ })
+
+ trackname <- shiny::reactive({
+ if(is.null(input$immunefeature)) "GWAS"
+ else paste("GWAS -",
+ input$feature_action,
+ paste(gwas_data() %>% dplyr::filter(feature_name %in% input$immunefeature) %>% purrr::pluck("feature_display") %>% unique(),
+ collapse = ", "))
+ })
+
+ yaxis <- shiny::reactive({
+ c(min(-log10(subset_gwas()$P.VALUE)-1),
+ max(-log10(subset_gwas()$P.VALUE)+1)
+ )
+ })
+
+ output$igv_plot <- igvShiny::renderIgvShiny({
+ genomeOptions <- igvShiny::parseAndValidateGenomeSpec(genomeName="hg19", initialLocus="all")
+ igvShiny::igvShiny(genomeOptions,
+ displayMode="SQUISHED")
+ })
+
+ shiny::observeEvent(input$igvReady, {
+ containerID <- input$igvReady
+ igvShiny::loadGwasTrack(session, id=session$ns("igv_plot"),
+ trackName=trackname(),
+ tbl=subset_gwas(),
+ ymin = yaxis()[1],
+ ymax = yaxis()[2],
+ deleteTracksOfSameName=FALSE)
+ })
+
+ shiny::observeEvent(input$addGwasTrackButton, {
+ igvShiny::loadGwasTrack(session, id=session$ns("igv_plot"),
+ trackName=trackname(),
+ tbl=subset_gwas(),
+ ymin = yaxis()[1],
+ ymax = yaxis()[2],
+ deleteTracksOfSameName=FALSE)
+ })
+
+ #adding interactivity to select a SNP from the plot or from the dropdown menu
+ clicked_snp <- shiny::reactiveValues(ev=NULL)
+
+ shiny::observeEvent(input$trackClick,{
+ x <- input$trackClick
+ #we need to discover which track was clicked
+ if(x[1] == "SNP"){
+ clicked_snp$ev <- x[2]
+ shiny::showModal(shiny::modalDialog(create_snp_popup_tbl(x), easyClose=TRUE))
+ }
+ })
+
+ snp_of_int <- shiny::reactiveValues(ev="")
+
+ shiny::observeEvent(clicked_snp$ev,{
+ snp_of_int$ev <- clicked_snp$ev
+ })
+
+ shiny::observeEvent(input$snp_int,{ #search for selected SNP
+ igvShiny::showGenomicRegion(session, id=session$ns("igv_plot"), input$snp_int) #update region on IGV plot
+ snp_of_int$ev <- input$snp_int
+ })
+
+ selected_snp <- shiny::reactive({
+ shiny::validate(
+ shiny::need(!is.null(snp_of_int$ev),
+ "Click manhattan plot to select a SNP."))
+
+ gwas_data() %>%
+ dplyr::filter(snp_rsid == snp_of_int$ev) %>%
+ dplyr::mutate(nlog = round(-log10(p_value), 2)) %>%
+ dplyr::select(snp_rsid, snp_name, snp_chr, snp_bp, feature_display, nlog)
+ })
+
+ output$links <- renderUI({
+ shiny::validate(
+ shiny::need(selected_snp()$snp_rsid %in% gwas_data()$snp_rsid, "Select SNP")
+ )
+ get_snp_links(selected_snp()$snp_rsid[1],
+ selected_snp()$snp_name[1])
+ })
+
+ output$snp_tbl <- DT::renderDT({
+ shiny::req(gwas_data())
+ shiny::validate(
+ shiny::need(selected_snp()$snp_rsid %in% gwas_data()$snp_rsid, "")
+ )
+
+ DT::datatable(
+ selected_snp() %>%
+ dplyr::select(
+ Trait = feature_display,
+ `-log10(p)` = nlog),
+ rownames = FALSE,
+ caption = paste("GWAS hits"),
+ options = list(dom = 't')
+ )
+ })
+
+ #COLOCALIZATION
+ # coloc_label <- reactive({
+ # switch(
+ # input$selection,
+ # "See all chromosomes" = "for all chromosomes",
+ # "Select a region" = paste("for chromosome", selected_chr())
+ # )
+ # })
+ ##TCGA
+ col_tcga <- reactive({
+ iatlasGraphQLClient::query_colocalizations(coloc_datasets = "TCGA") %>%
+ dplyr::filter(coloc_dataset_name == "TCGA") %>%
+ dplyr::select("Plot" = plot_type, "SNP" = snp_rsid, Trait = feature_display, QTL = qtl_type, Gene = gene_hgnc, `Causal SNPs` = ecaviar_pp, Splice = splice_loc, CHR = snp_chr, plot_link)
+ })
+
+ output$colocalization_tcga <- DT::renderDT({
+
+ DT::datatable(
+ col_tcga() %>% dplyr::select(!plot_link),
+ escape = FALSE,
+ rownames = FALSE,
+ caption = "TCGA colocalization plots available", #paste("TCGA colocalization plots available ", coloc_label()),
+ selection = 'single',
+ options = list(
+ pageLength = 5,
+ lengthMenu = c(5, 10, 15, 20)
+ )
+ )
+ })
+
+ output$tcga_colocalization_plot <- shiny::renderUI({
+ shiny::req(selected_snp(), input$colocalization_tcga_rows_selected)
+
+ shiny::validate(
+ shiny::need(
+ !is.null(input$colocalization_tcga_rows_selected), "Click on table to see plot"))
+
+ link_plot <- as.character(col_tcga()[input$colocalization_tcga_rows_selected, "plot_link"])
+
+ tags$div(
+ tags$hr(),
+ tags$img(src = link_plot,
+ width = "100%")
+ )
+ })
+
+ ##GTEX
+ col_gtex <- reactive({
+ iatlasGraphQLClient::query_colocalizations(coloc_datasets = "GTEX") %>%
+ dplyr::filter(coloc_dataset_name == "GTEX") %>%
+ dplyr::select("SNP" = snp_rsid, Trait = feature_display, QTL = qtl_type, Gene = gene_hgnc, Tissue = tissue, Splice = splice_loc, CHR = snp_chr, plot_link)
+ })
+
+ output$colocalization_gtex <- DT::renderDT({
+
+ DT::datatable(
+ col_gtex()%>% dplyr::select(!c(plot_link, Splice)),
+ escape = FALSE,
+ rownames = FALSE,
+ caption = "GTEX colocalization plots available ", #paste("GTEX colocalization plots available ", coloc_label()),
+ selection = 'single',
+ options = list(
+ pageLength = 5,
+ lengthMenu = c(5, 10, 15, 20)
+ )
+ )
+ })
+
+ output$gtex_colocalization_plot <- shiny::renderUI({
+ shiny::req(input$colocalization_gtex_rows_selected)
+
+ shiny::validate(
+ shiny::need(
+ !is.null(input$colocalization_gtex_rows_selected), "Click on table to see plot"))
+
+ link_plot <- as.character(col_gtex()[input$colocalization_gtex_rows_selected, "plot_link"])
+
+ tags$div(
+ tags$hr(),
+ tags$p(paste("GTEX Splice ID: ", as.character(col_gtex()[input$colocalization_gtex_rows_selected, "Splice"]))),
+ tags$img(src = link_plot,
+ width = "100%")
+ )
+ })
+
+ observeEvent(input$method_link_gwas,{
+ shiny::showModal(modalDialog(
+ title = "Method",
+ includeMarkdown("inst/markdown/methods/germline-gwas.md"),
+ easyClose = TRUE,
+ footer = NULL
+ ))
+ })
+
+ observeEvent(input$method_link_colocalization,{
+ shiny::showModal(modalDialog(
+ title = "Method",
+ includeMarkdown("inst/markdown/methods/germline-colocalization.md"),
+ easyClose = TRUE,
+ footer = NULL
+ ))
+ })
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/germline_gwas_ui.R b/apps/iatlas/app/R/germline_gwas_ui.R
new file mode 100644
index 0000000000..0ef100e462
--- /dev/null
+++ b/apps/iatlas/app/R/germline_gwas_ui.R
@@ -0,0 +1,84 @@
+germline_gwas_ui <- function(id){
+
+ ns <- shiny::NS(id)
+ shiny::tagList(
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::includeMarkdown("inst/markdown/germline_gwas.markdown"),
+ shiny::p("GWAS results can also be visualized in ",
+ a(href = "https://pheweb-tcga.qcri.org/about", "Pheweb.")),
+ shiny::actionLink(ns("method_link_gwas"), "Click to view method description.")
+ ),
+ shiny::column(
+ width = 9,
+ iatlas.modules::optionsBox(
+ width = 12,
+ shiny::column(
+ width = 3,
+ shiny::radioButtons(ns("feature_action"), "Select or Exclude?", choices = c("Select", "Exclude"), selected = "Exclude")
+ ),
+ shiny::column(
+ width = 6,
+ shiny::selectizeInput(ns('immunefeature'), "Choose Immune Feature(s)",
+ choices = NULL,
+ multiple = TRUE)
+ ),
+ shiny::column(
+ width = 3,
+ shiny::br(),
+ shiny::actionButton(ns("addGwasTrackButton"), "Add GWAS Track"),
+ align = "center"
+ )
+ ),
+ iatlas.modules::plotBox(
+ width = 12,
+ igvShiny::igvShinyOutput(ns('igv_plot'), height = NULL) %>%
+ shinycssloaders::withSpinner(.)
+ )
+ ),
+ shiny::column(
+ width = 3,
+ shiny::verticalLayout(
+ iatlas.modules::optionsBox(
+ width = 12,
+ shiny::selectInput(ns("snp_int"), "Click on the plot or search for a SNP id:",
+ choices = NULL)
+ #shiny::uiOutput(ns("search_snp"))
+ ),
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::uiOutput(ns("links"))
+ ),
+ iatlas.modules::tableBox(
+ width = 12,
+ DT::DTOutput(ns("snp_tbl"))
+ )
+ )
+ ),
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::p("We conducted a GWAS paired with colocalization analyses, with eQTL and sQTL analyses performed in TCGA and GTEx.
+ Results with a Colocalization Posterior Probability (CLPP) > 0.01 are summarized in the tables below."),
+ shiny::p("Click on a table row to visualize the plot."),
+ shiny::actionLink(ns("method_link_colocalization"), "Click to view method description.")
+ ),
+ shiny::fluidRow(
+ iatlas.modules::tableBox(
+ width = 6,
+ div(
+ DT::DTOutput(ns("colocalization_tcga")) %>%
+ shinycssloaders::withSpinner(.),
+ style = "font-size: 75%"),
+ shiny::uiOutput(ns("tcga_colocalization_plot"))
+ ),
+ iatlas.modules::tableBox(
+ width = 6,
+ div(
+ DT::DTOutput(ns("colocalization_gtex")) %>%
+ shinycssloaders::withSpinner(.),
+ style = "font-size: 75%"),
+ shiny::uiOutput(ns("gtex_colocalization_plot"))
+ )
+ )
+)
+}
diff --git a/apps/iatlas/app/R/germline_heritability_server.R b/apps/iatlas/app/R/germline_heritability_server.R
new file mode 100644
index 0000000000..eb7dbcdd59
--- /dev/null
+++ b/apps/iatlas/app/R/germline_heritability_server.R
@@ -0,0 +1,137 @@
+germline_heritability_server <- function(id, cohort_obj){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ heritability <- reactive({
+ iatlasGraphQLClient::query_heritability_results(datasets = "TCGA")
+ })
+
+ ancestry_options <- reactive({
+ c("Ad Mixed American" = "American", "African" = "African", "Asian" = "Asian", "European"= "European", "European by Immune Subtype" = "European_immune")
+ })
+
+ ns <- session$ns
+
+ output$selection_options <- renderUI({
+ shiny::req(input$parameter, heritability())
+
+ if(input$parameter == "cluster") opt <- ancestry_options()
+
+ if(input$parameter == "feature_display"){
+ opt <- heritability() %>%
+ dplyr::filter(!is.na(feature_name)) %>%
+ dplyr::select(feature_display,feature_germline_module) %>%
+ dplyr::group_by(feature_germline_module) %>%
+ tidyr::nest(data = c(feature_display))%>%
+ dplyr::mutate(data = purrr::map(data, tibble::deframe)) %>%
+ tibble::deframe()
+ }
+ if(input$parameter == "feature_germline_category") opt <- na.omit(unique(heritability()$feature_germline_category))
+ if(input$parameter == "feature_germline_module") opt <- unique(heritability()$feature_germline_module)
+
+ shiny::selectizeInput(ns("group"), "Show associated results for", choices = opt, selected = opt[4])
+
+ })
+
+ plot_title <- reactive({
+ if(input$parameter == "cluster"){
+ if(input$group != "European_immune") "V(Genotype)/Vp"
+ else "V(Genotype x Immune Subtype)/Vp"
+ } else{
+ paste("V(Genotype)/Vp", input$group, sep = " - ")
+ }
+ })
+
+ hdf <- reactive({
+ shiny::req(input$group)
+ create_heritability_df(
+ heritablity_data = heritability(),
+ parameter = input$parameter,
+ group = input$group,
+ pval_thres =input$pvalue,
+ ancestry_labels = ancestry_options()
+ )
+ })
+
+ output$heritability <- plotly::renderPlotly({
+ shiny::req(hdf())
+ shiny::validate(
+ shiny::need(nrow(hdf())>0, "No Immune Trait with a p-value lower than selected.")
+ )
+
+ #order bars
+ if(is.numeric(hdf()[[input$order_bars]])) plot_levels <-levels(reorder(hdf()[["ylabel"]], hdf()[[input$order_bars]], sort))
+ else plot_levels <- (hdf() %>%
+ dplyr::arrange(.[[input$order_bars]], variance))$ylabel %>%
+ as.factor()
+
+ hdf() %>%
+ dplyr::mutate('Neg_log10_p_value' = -log10(p_value)) %>% #changing column name to legend title display
+ create_barplot_horizontal(
+ df = .,
+ x_col = "variance",
+ y_col = "ylabel",
+ error_col = "se",
+ key_col = NA,
+ color_col = "Neg_log10_p_value",
+ label_col = "text",
+ xlab = "Heritability",
+ ylab = "",
+ order_by = plot_levels,
+ title = plot_title(),
+ showLegend = TRUE,
+ legendTitle = "LRT \n p-value",
+ source_name = "heritability_plot",
+ bar_colors = NULL
+ ) %>%
+ format_heritability_plot(., hdf(), fdr = TRUE)
+ })
+
+ # output$heritability_cov <- plotly::renderPlotly({
+ #
+ # eventdata <- plotly::event_data( "plotly_click", source = "heritability_plot")
+ # sub_clusters <- c("Covar:Immune Subtype", "C1", "C2", "C3")
+ #
+ # shiny::validate(
+ # shiny::need(!is.null(eventdata),
+ # "Click bar plot"))
+ # selected_plot_trait <- eventdata$y[[1]]
+ #
+ # hdf_plot <- germline_data$heritability %>%
+ # dplyr::filter(cluster %in% sub_clusters & display == selected_plot_trait)
+ #
+ # plot_colors <- c("#bebebe", "#FF0000", "#FFFF00", "#00FF00")
+ # names(plot_colors) <- sub_clusters
+ #
+ # hdf_plot$cluster <- factor(hdf_plot$cluster, levels = c("C3", "C2", "C1", "Covar:Immune Subtype" ))
+ #
+ # create_barplot_horizontal(
+ # df = hdf_plot,
+ # x_col = "Variance",
+ # y_col = "cluster",
+ # error_col = "SE",
+ # key_col = NA,
+ # color_col = "cluster",
+ # label_col = NA,
+ # xlab = "Heritability",
+ # ylab = "",
+ # title = paste("Random data for", selected_plot_trait),
+ # showLegend = FALSE,
+ # source_name = NULL,
+ # bar_colors = plot_colors
+ # ) %>%
+ # format_heritability_plot(., hdf_plot, fdr = FALSE)
+ # })
+
+ observeEvent(input$method_link,{
+ shiny::showModal(modalDialog(
+ title = "Method",
+ includeMarkdown("inst/markdown/methods/germline_heritability.md"),
+ easyClose = TRUE,
+ footer = NULL
+ ))
+ })
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/germline_heritability_ui.R b/apps/iatlas/app/R/germline_heritability_ui.R
new file mode 100644
index 0000000000..5542de308c
--- /dev/null
+++ b/apps/iatlas/app/R/germline_heritability_ui.R
@@ -0,0 +1,67 @@
+germline_heritability_ui <- function(id){
+
+ ns <- shiny::NS(id)
+ shiny::tagList(
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::includeMarkdown("inst/markdown/germline_heritability.markdown"),
+ shiny::actionLink(ns("method_link"), "Click to view method description.")
+ ),
+ iatlas.modules::optionsBox(
+ width = 3,
+ shiny::column(
+ width = 12,
+ shiny::selectizeInput(ns("parameter"), "Subset by",
+ choices = c("Ancestry" = "cluster",
+ "Immune Feature" = "feature_display",
+ "Immune Category" = "feature_germline_category",
+ "Immune Module" = "feature_germline_module"
+ ),
+ selected = "Ancestry"),
+ shiny::uiOutput(ns("selection_options")),
+ shiny::sliderInput(ns("pvalue"),
+ "Select p-value threshold",
+ min = 0, max = 0.5, value = 0.05, step = 0.01),
+ shiny::selectizeInput(ns("order_bars"),
+ "Order bars by ",
+ choices = list("V(Genotype)/Vp" = "variance",
+ "LRT p-value" = "p_value",
+ "LRT FDR" = "fdr",
+ "Immune Trait Category" = "feature_germline_category",
+ "Immune Trait Module" = "feature_germline_module",
+ "Ancestry" = "cluster"
+ ),
+ selected = "variance")
+ )
+ ),
+ iatlas.modules::plotBox(
+ width = 9,
+ plotly::plotlyOutput(ns("heritability"), height = "700px") %>%
+ shinycssloaders::withSpinner(.)
+ ),
+ shiny::conditionalPanel(paste0("input['", ns("group"), "'] == 'European_immune'"), #& input['", ns("byImmune"), "'] == 1"),
+ shiny::column(
+ width = 6,
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::p("Click on a bar on the plot above and see immune subtype-specific heritability analysis conducted for
+ immune traits with significant (p < 0.05) G x Immune Subtype interaction. Heritability was calculated in three of the
+ six immune subtype groups with sufficient cohort size: C1 Wound Healing (n=1752), C2 IFN-γ
+ dominant (n=1813), and C3 Inflammatory (n=1737), as well as with immune subtype as an
+ additional covariate.")
+ )
+ ),
+ shiny::column(
+ width = 6,
+ iatlas.modules::plotBox(
+ width = 12,
+ plotly::plotlyOutput(ns("heritability_cov"), height = "300px") %>%
+ shinycssloaders::withSpinner(.)
+ )
+ )
+ )
+
+ #)
+
+)
+}
diff --git a/apps/iatlas/app/R/germline_rarevariants_server.R b/apps/iatlas/app/R/germline_rarevariants_server.R
new file mode 100644
index 0000000000..e46fb3f947
--- /dev/null
+++ b/apps/iatlas/app/R/germline_rarevariants_server.R
@@ -0,0 +1,76 @@
+germline_rarevariants_server <- function(id, cohort_obj){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ rv_data <- reactive({
+ iatlasGraphQLClient::query_rare_variant_pathway_associations(datasets = "TCGA")
+ })
+
+
+ trait_choices <- reactive({
+ iatlas.modules::create_nested_named_list(
+ rv_data(),
+ names_col1 = "feature_germline_category",
+ names_col2 = "feature_display",
+ values_col = "feature_name"
+ )
+ })
+
+ shiny::updateSelectizeInput(session, 'feature',
+ choices = trait_choices(),
+ selected = "Bindea_CD8_T_cells",
+ server = TRUE)
+
+ selected_data <- reactive({
+ rv_data() %>%
+ dplyr::filter(feature_name == input$feature) %>%
+ dplyr::mutate(pathway = stringr::str_replace_all(pathway, "_", " "))
+ })
+
+ output$dist_plot <- plotly::renderPlotly({
+ shiny::req(input$feature)
+
+ df <- selected_data() %>% tidyr::drop_na()
+ plot_levels <- (df %>% dplyr::arrange(desc(.[[input$order_box]])))$pathway
+
+ create_boxplot_from_summary_stats(
+ df,
+ "pathway",
+ "q1",
+ "q2",
+ "q3",
+ "min",
+ "max",
+ "mean",
+ order_by = plot_levels#,
+ #color_col = "p_value"#,
+ # fill_colors = bar_colors
+ )
+ })
+
+ output$stats_tbl <- DT::renderDataTable({
+ shiny::req(input$feature)
+ DT::datatable(
+ selected_data() %>% dplyr::select(Pathway = pathway,
+ "Patients with mutation" = n_mutants,
+ "Total patients" = n_total,
+ "p-value" = p_value) ,
+ rownames = FALSE,
+ options = list(order = list(3, 'asc'))
+ ) %>% DT::formatRound(columns= "p-value", digits=3)
+ })
+
+ observeEvent(input$method_link,{
+ shiny::showModal(modalDialog(
+ title = "Method",
+ includeMarkdown("inst/markdown/methods/germline-rarevariants.md"),
+ easyClose = TRUE,
+ footer = NULL
+ ))
+ })
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/germline_rarevariants_ui.R b/apps/iatlas/app/R/germline_rarevariants_ui.R
new file mode 100644
index 0000000000..793a0f8b33
--- /dev/null
+++ b/apps/iatlas/app/R/germline_rarevariants_ui.R
@@ -0,0 +1,52 @@
+germline_rarevariants_ui <- function(id){
+
+ ns <- shiny::NS(id)
+ shiny::tagList(
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::p("The boxplots show the values of selected immune traits across samples with germline mutations in genes belonging to defined functional categories, or pathways."),
+ shiny::p("We performed association analyses between germline pathogenic and likely pathogenic cancer predisposition variants in high penetrance susceptibility genes, and immune traits and immune
+ subtypes. Since mutations in most of the genes were rare we collapsed genes into categories summarizing different biologic processes or functions, when possible."),
+ shiny::actionLink(ns("method_link"), "Click to view method description.")
+ ),
+ iatlas.modules::optionsBox(
+ width = 12,
+ shiny::column(
+ width = 8,
+ shiny::selectizeInput(ns("feature"),
+ "Search and select Immune Trait",
+ choices = NULL,
+ multiple = FALSE)
+ ),
+ shiny::column(
+ width = 4,
+ shiny::selectizeInput(ns("order_box"),
+ "Order plots by ",
+ choices = list(
+ "p-value" = "p_value",
+ "Median" = "q2",
+ "Mean" = "mean",
+ "Min" = "min",
+ "Max" = "max",
+ "Number of patients with mutation" = "n_mutants"
+ ),
+ selected = "p_value")
+ )
+ ),
+ iatlas.modules::plotBox(
+ width = 12,
+ plotly::plotlyOutput(ns("dist_plot"), height = "700px") %>%
+ shinycssloaders::withSpinner(.)
+ ),
+ iatlas.modules::messageBox(
+ width = 3,
+ shiny::p("Tests comparing the phenotype values with respect to the burden of rare variants within each pathway was performed (i.e., mean of phenotype values of rare mutation carriers vs mean of phenotype values of rare mutation non-carriers).
+ In the Pathway column, 'Multiple' refers to samples with mutation in more than one pathway; and 'No defect' refers to samples with no mutation in the studied pathways.")
+ ),
+ iatlas.modules::plotBox(
+ width = 9,
+ DT::dataTableOutput(ns("stats_tbl"))
+ )
+
+ )
+}
diff --git a/apps/iatlas/app/R/germline_server.R b/apps/iatlas/app/R/germline_server.R
new file mode 100644
index 0000000000..cb6569441e
--- /dev/null
+++ b/apps/iatlas/app/R/germline_server.R
@@ -0,0 +1,32 @@
+germline_server <- function(id, cohort_obj){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ call_module_server(
+ "germline_heritability",
+ cohort_obj,
+ server_function = germline_heritability_server,
+ ui_function = germline_heritability_ui
+ )
+
+ call_module_server(
+ "germline_gwas",
+ cohort_obj,
+ server_function = germline_gwas_server,
+ ui_function = germline_gwas_ui
+ )
+
+ call_module_server(
+ "germline_rarevariants",
+ cohort_obj,
+ server_function = germline_rarevariants_server,
+ ui_function = germline_rarevariants_ui
+ )
+
+ }
+ )
+}
+
+
+
diff --git a/apps/iatlas/app/R/germline_ui.R b/apps/iatlas/app/R/germline_ui.R
new file mode 100644
index 0000000000..7416b1c7fe
--- /dev/null
+++ b/apps/iatlas/app/R/germline_ui.R
@@ -0,0 +1,31 @@
+germline_ui <- function(id){
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox(
+ "CRI iAtlas Explorer — Germline Analysis"
+ ),
+ iatlas.modules::textBox(
+ width = 12,
+ shiny::p("This module provides interactive visualizations related to the manuscript ",
+ a(href = "https://doi.org/10.1016/j.immuni.2021.01.011", "Sayaman et al., Germline genetic contribution to the immune landscape of cancer, Immunity (2021)")),
+ shiny::p("Explore the germline genetic contribution to the immune landscape of cancer with results of heritability analysis, GWAS, and rare variant analysis across 30 non-hematological cancer types characterized by the TCGA. All analyses are adjusted for cancer type, age at diagnosis, sex, and the first seven components from principal component analysis (PCA) done on SNP data, which capture overall genetic ancestry."),
+ shiny::p("These analyses are not influenced by changes in grouping and filters in the CG Cohort Selection.")
+ ),
+ iatlas.modules::sectionBox(
+ title = "Heritability",
+ module_ui(ns("germline_heritability"))
+ ),
+ iatlas.modules::sectionBox(
+ title = "GWAS",
+ module_ui(ns("germline_gwas"))
+ ),
+ iatlas.modules::sectionBox(
+ title = "Rare Variants",
+ module_ui(ns("germline_rarevariants"))
+ )
+ )
+
+
+}
diff --git a/apps/iatlas/app/R/global.R b/apps/iatlas/app/R/global.R
new file mode 100644
index 0000000000..61ec0b1a29
--- /dev/null
+++ b/apps/iatlas/app/R/global.R
@@ -0,0 +1,25 @@
+.GlobalEnv$MODULES_TBL <- "inst/tsv/module_config.tsv" %>%
+ readr::read_tsv(.) %>%
+ dplyr::mutate(
+ "label" = dplyr::if_else(.data$label == "none", .data$name, .data$label),
+ "link" = stringr::str_c("link_to_", .data$name),
+ "image" = stringr::str_c("images/", .data$name, ".png"),
+ "server_function_string" = stringr::str_c(.data$name, "_server"),
+ "ui_function_string" = stringr::str_c(.data$name, "_ui")
+ )
+
+if(file.exists("app_config.yml")){
+ config_list <- yaml::read_yaml("app_config.yml")
+} else {
+ config_list <- yaml::read_yaml("default_app_config.yml")
+}
+
+.GlobalEnv$APP <- config_list$app
+
+if(.GlobalEnv$APP == "live"){
+ .GlobalEnv$API_URL <- "https://api.cri-iatlas.org/api"
+} else if (.GlobalEnv$APP == "staging") {
+ .GlobalEnv$API_URL <- "https://api-staging.cri-iatlas.org/api"
+} else {
+ stop("App must be either 'live' or 'staging'")
+}
diff --git a/apps/iatlas/app/R/globals.R b/apps/iatlas/app/R/globals.R
new file mode 100644
index 0000000000..323f89a3d6
--- /dev/null
+++ b/apps/iatlas/app/R/globals.R
@@ -0,0 +1 @@
+utils::globalVariables(c("."))
diff --git a/apps/iatlas/app/R/heatmap.R b/apps/iatlas/app/R/heatmap.R
new file mode 100644
index 0000000000..6045c3bfc3
--- /dev/null
+++ b/apps/iatlas/app/R/heatmap.R
@@ -0,0 +1,26 @@
+create_heatmap <- function(corr_mat, source_name, scale_colors = F, legend_title = NULL){
+ zmin <- NULL
+ zmax <- NULL
+ if(scale_colors){
+ extreme <- max(abs(min(corr_mat)),
+ abs(max(corr_mat)))
+ zmax <- extreme
+ zmin <- -extreme
+ }
+
+ p <-
+ plotly::plot_ly(
+ z = corr_mat,
+ x = colnames(corr_mat),
+ y = rownames(corr_mat),
+ type = "heatmap",
+ source = source_name,
+ colors = rev(RColorBrewer::brewer.pal(8, "RdBu")),
+ colorbar = list(title = legend_title),
+ zmin = zmin,
+ zmax = zmax
+ ) %>%
+ plotly::layout(xaxis = list(tickangle = 90)) %>%
+ format_plotly() %>%
+ I
+}
diff --git a/apps/iatlas/app/R/histogram.R b/apps/iatlas/app/R/histogram.R
new file mode 100644
index 0000000000..316a0e61b1
--- /dev/null
+++ b/apps/iatlas/app/R/histogram.R
@@ -0,0 +1,40 @@
+create_histogram <- function(
+ df,
+ x_col = "x",
+ key_col = NA,
+ label_col = NULL,
+ x_lab = "",
+ y_lab = "Count",
+ title = "",
+ source_name = NULL) {
+
+ if(is.na(key_col)) key_col <- x_col
+
+ if(is.null(label_col)){
+ #do nothing
+ } else if(is.na(label_col)){
+ label_col <- x_col
+ }
+
+ wrapr::let(
+ alias = c(
+ X = x_col,
+ KEY = key_col,
+ LABEL = label_col
+ ),
+ df %>%
+ plotly::plot_ly(
+ x = ~X,
+ key = ~KEY,
+ text = label_col
+ ) %>%
+ plotly::add_histogram(alpha = 0.8) %>%
+ plotly::layout(
+ title = title,
+ xaxis = list(title = x_lab),
+ yaxis = list(title = y_lab)
+ ) %>%
+ format_plotly() %>%
+ I
+ )
+}
diff --git a/apps/iatlas/app/R/ici_clinical_outcomes_functions.R b/apps/iatlas/app/R/ici_clinical_outcomes_functions.R
new file mode 100644
index 0000000000..76c8f03e97
--- /dev/null
+++ b/apps/iatlas/app/R/ici_clinical_outcomes_functions.R
@@ -0,0 +1,41 @@
+build_survival_df <- function(df, group_column, time_column, filter_df = TRUE) {
+ if (time_column == "OS_time") {
+ time_status <- "OS"
+ if(filter_df == TRUE){
+ df <- df %>%
+ dplyr::distinct() %>%
+ dplyr::filter(feature_name %in% c("OS", "OS_time")) %>%
+ dplyr::select(sample_name, group_column, dataset_name, feature_name, feature_value) %>%
+ tidyr::pivot_wider(names_from = feature_name, values_from = feature_value)
+ }
+ } else {
+ time_status <- "PFI_1"
+ if(filter_df == TRUE){
+ df <- df %>%
+ dplyr::distinct() %>%
+ dplyr::filter(feature_name %in% c("PFI_1", "PFI_time_1")) %>%
+ dplyr::select(sample_name, group_column, dataset_name, feature_name, feature_value) %>%
+ tidyr::pivot_wider(names_from = feature_name, values_from = feature_value)
+ }
+ }
+
+ if(nrow(df) == 0) return(NULL)
+
+ data.frame(
+ status = purrr::pluck(df, time_status),
+ time = purrr::pluck(df, time_column),
+ measure = purrr::pluck(df, group_column)
+ ) %>%
+ na.omit()
+}
+
+get_group_colors <- function(cohort_obj){
+ if("Immune feature bin range" %in% cohort_obj$group_tbl$characteristics){
+ group_colors <- viridis::viridis(dplyr::n_distinct(cohort_obj$sample_tbl$group_name))
+ names(group_colors) <- sapply(unique(cohort_obj$sample_tbl$group_name), function(a) paste('measure=',a,sep=''))
+ }else{
+ group_colors <- unique(cohort_obj$group_tbl$color)
+ names(group_colors) <- sapply(unique(cohort_obj$group_tbl$short_name), function(a) paste('measure=',a,sep=''))
+ }
+ group_colors
+}
diff --git a/apps/iatlas/app/R/ici_clinical_outcomes_plot_server.R b/apps/iatlas/app/R/ici_clinical_outcomes_plot_server.R
new file mode 100644
index 0000000000..466728d1d6
--- /dev/null
+++ b/apps/iatlas/app/R/ici_clinical_outcomes_plot_server.R
@@ -0,0 +1,126 @@
+ici_clinical_outcomes_plot_server <- function(
+ id,
+ cohort_obj
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ output$excluded_dataset <- shiny::renderText({
+ if(all(cohort_obj()$dataset_displays %in% unique(cohort_obj()$group_tbl$dataset_display))){
+ ""
+ }else{
+ excluded_datasets <- setdiff(cohort_obj()$dataset_displays, unique(cohort_obj()$group_tbl$dataset_display))
+ paste(
+ paste(excluded_datasets, collapse = ", "),
+ " not included because all samples were filtered in ICI Cohort Selection."
+ )
+ }
+ })
+
+ feature_df <- shiny::reactive({
+ pre_treat_samples <- iatlasGraphQLClient::query_tag_samples(cohorts = cohort_obj()[["dataset_names"]], tags = "pre_sample_treatment") %>%
+ dplyr::bind_rows(iatlasGraphQLClient::query_cohort_samples(cohorts = "Prins_GBM_2019")) %>%
+ dplyr::select(sample_name)
+
+ cohort_obj()$sample_tbl %>%
+ dplyr::inner_join(pre_treat_samples, by = "sample_name") %>%
+ dplyr::inner_join(iatlasGraphQLClient::query_feature_values(features = c("OS", "OS_time", "PFI_1", "PFI_time_1")), by = c("sample_name" = "sample"))
+ })
+
+ all_survival <- shiny::reactive({
+ shiny::req(!is.null(feature_df()), cancelOutput = T)
+
+ df <- purrr::map(.x = unique(cohort_obj()$group_tbl$dataset_name), df = feature_df(), .f= function(dataset, df){
+ dataset_df <- df %>%
+ dplyr::filter(dataset_name == dataset)
+
+ if(!all(is.na(dataset_df$group_name)) & dplyr::n_distinct(dataset_df$group_name)>1){
+ build_survival_df(
+ df = dataset_df,
+ group_column = "group_name",
+ time_column = input$timevar
+ )
+ }
+ })
+ names(df) <- unique(cohort_obj()$group_tbl$dataset_display)
+ Filter(Negate(is.null), df)
+ })
+
+ all_fit <- shiny::reactive({
+ shiny::req(all_survival())
+ shiny::validate(need(length(all_survival())>0, "Variable has only one level in the selected dataset(s). Select other datasets or check ICI Datasets Overview for more information."))
+ purrr::map(all_survival(), function(df) survival::survfit(survival::Surv(time, status) ~ measure, data = df))
+ })
+
+ all_kmplot <- shiny::reactive({
+ shiny::req(all_fit(), all_survival())
+
+
+ create_kmplot(
+ fit = all_fit(),
+ df = all_survival(),
+ confint = input$confint,
+ risktable = input$risktable,
+ title = names(all_survival()),
+ group_colors = get_group_colors(cohort_obj()),
+ facet = TRUE)
+ })
+
+ # survminer::ggsurvplot_list object does not work if using a for loop, or
+ # purrr::map, or lapply
+ output$plots <- shiny::renderUI({
+ shiny::tagList(
+ shiny::renderPlot(all_kmplot()[1]),
+ shiny::renderPlot(all_kmplot()[2]),
+ shiny::renderPlot(all_kmplot()[3]),
+ shiny::renderPlot(all_kmplot()[4]),
+ shiny::renderPlot(all_kmplot()[5]),
+ shiny::renderPlot(all_kmplot()[6]),
+ shiny::renderPlot(all_kmplot()[7]),
+ shiny::renderPlot(all_kmplot()[8]),
+ shiny::renderPlot(all_kmplot()[9]),
+ shiny::renderPlot(all_kmplot()[10]),
+ shiny::renderPlot(all_kmplot()[11]),
+ shiny::renderPlot(all_kmplot()[12])
+ )
+
+ })
+
+ missing_plot <- shiny::reactive({
+ shiny::req(all_fit(), feature_df())
+
+ if(length(all_survival())>0 & dplyr::n_distinct(cohort_obj()$group_tbl$dataset_name) != length(all_survival())){ #some dataset has only one category for the selected grouping variable
+
+ missing_datasets <- setdiff(cohort_obj()$group_tbl$dataset_display, names(all_survival()))
+
+ #check if there is survival annotation or more than one group level for the missing dataset
+ missing_annot <- purrr::map_df(.x = missing_datasets, function(x){
+
+ surv_data <- feature_df() %>%
+ dplyr::filter(dataset_name == x)
+
+ if(nrow(surv_data) == 0) c(dataset = x,
+ error = "Selected survival endpoint not available for ",
+ variable = input$timevar)
+ else if(dplyr::n_distinct(surv_data$group_name) == 1) c(dataset = x,
+ error = "Selected variable has only one level for ",
+ variable = cohort_obj()[["group_display"]])
+ })
+ }
+ })
+
+ output$notification <- shiny::renderText({
+ shiny::req(missing_plot())
+ if(length(cohort_obj()[["dataset_names"]]) == length(all_survival()) | length(all_survival()) == 0){#no notification to display
+ ""
+ }else{
+ paste0(missing_plot()$error, missing_plot()$dataset, collapse = ""
+ sortable::bucket_list(
+ header = "1. Select training and testing datasets",
+ group_name = ns("dataset_bucket"),
+ orientation = "horizontal",
+ sortable::add_rank_list(
+ text = "Datasets available",
+ labels = lapply(
+ lapply(ici_rna_ds(), function(x) paste(list_format, x, "
")),
+ shiny::HTML),
+ input_id = ns("datasets")
+ ),
+ sortable::add_rank_list(
+ text = "Training datasets",
+ input_id = ns("train")
+ ),
+ sortable::add_rank_list(
+ text = "Testing datasets",
+ input_id = ns("test")
+ )
+ )
+ })
+
+ observe(shiny::updateSelectizeInput(session, 'predictors_clinical_data',
+ choices = variables_list$clinical_data,
+ selected = NULL,
+ server = TRUE))
+ observe(shiny::updateSelectizeInput(session, 'predictors_immunefeatures',
+ choices = variables_list$immunefeatures,
+ selected = NULL,
+ server = TRUE))
+ observe(shiny::updateSelectizeInput(session, 'predictors_biomarkers',
+ choices = variables_list$biomarkers,
+ selected = NULL,
+ server = TRUE))
+ observe(shiny::updateSelectizeInput(session, 'predictors_gene',
+ choices = variables_list$genes,
+ selected = NULL,
+ server = TRUE))
+ observe(shiny::updateSelectizeInput(session, 'response_variable',
+ choices = variables_list$response_vars,
+ selected = "Responder",
+ server = TRUE))
+
+ predictors <- shiny::reactive(
+ c(input$predictors_clinical_data, input$predictors_immunefeatures, input$predictors_biomarkers, input$predictors_gene)
+ )
+
+ output$categoric_pred <- shiny::renderUI({
+ shiny::req(input$balance_pred == TRUE)
+ shiny::validate(shiny::need(length(input$predictors_clinical_data)>0, "No categorical predictor was selected."))
+ shiny::checkboxGroupInput(
+ ns("pred_to_balance"),
+ label = "Select variable(s) to be balanced",
+ choices = names(variables_list$clinical_data)[match(input$predictors_clinical_data,variables_list$clinical_data)]
+ )
+ })
+ output$num_transform <- shiny::renderUI({
+ selected_pred <- training_obj()$predictors %>%
+ dplyr::filter(feature_name %in% c(input$predictors_immunefeatures, input$predictors_biomarkers,input$predictors_gene)) %>%
+ dplyr::mutate(menu = purrr::set_names(feature_name, feature_display)) %>%
+ dplyr::pull(menu)
+
+ shiny::validate(shiny::need(length(selected_pred)>0, "No numeric predictor was selected."))
+ shiny::checkboxGroupInput(
+ ns("pred_to_transform"),
+ label = "Select variable(s) to scale",
+ choices = selected_pred
+ )
+ })
+
+ block_train <- shiny::reactiveVal(TRUE) #Train button blocked at startup
+ training_obj <- reactive({
+
+ if( (length(input$train) == 0) | (length(input$test) == 0) | length(predictors()) < 2) block_train(TRUE)
+ else block_train(FALSE)
+
+ shiny::validate(
+ shiny::need(input$train, "Select training dataset(s)"),
+ shiny::need(input$test, "Select testing dataset(s)"),
+ shiny::need(length(predictors())>1, "Select two or more predictors")
+ )
+
+ get_training_object(
+ cohort_obj = cohort_obj(),
+ train_ds = input$train,
+ test_ds = input$test,
+ selected_response = input$response_variable,
+ selected_pred = predictors(),
+ selected_genes = input$predictors_gene,
+ previous_treat_to_exclude = input$exclude_previous
+ )
+ })
+
+ output$samples_summary <- shiny::renderUI({
+ shiny::req(training_obj())
+ shiny::verticalLayout(
+ shiny::p(
+ paste(
+ paste("Samples in training set: ", nrow(training_obj()$subset_df$train_df)),
+ paste("Samples in testing set: ", nrow(training_obj()$subset_df$test_df)),
+ sep = " | "
+ )
+ ),
+ shiny::br(),
+ shiny::p(
+ paste0("Selected formula: ", names(variables_list$response_vars)[match(input$response_variable,variables_list$response_vars)],
+ " ~ ", paste(subset(training_obj()$predictors, VariableType != "Category")$feature_display, collapse = " + ")
+ )
+ )
+ )
+ })
+
+ output$response_characteristics <- shiny::renderText({
+ shiny::req(input$response_variable)
+ iatlasGraphQLClient::query_tags(tags = input$response_variable) %>% dplyr::pull(tag_characteristics)
+ })
+
+ #scale numeric variables
+ selected_df <- reactive({
+ list(
+ train = get_scaled_data(training_obj()$subset_df$train_df, scale_function_choice = input$scale_method, predictors_to_scale = input$pred_to_transform),
+ test = get_scaled_data(training_obj()$subset_df$test_df, scale_function_choice = input$scale_method, predictors_to_scale = input$pred_to_transform)
+ )
+ })
+
+ train_df <- reactive({
+ if(input$do_norm == TRUE){
+ normalize_dataset(
+ train_df = selected_df()$train,
+ test_df = selected_df()$test,
+ variable_to_norm = dplyr::filter(training_obj()$predictors, VariableType == "Numeric")$feature_name,
+ predictors = c(input$response_variable, dplyr::filter(training_obj()$predictors, VariableType != "Category")$feature_name),
+ is_test = FALSE) %>%
+ dplyr::filter(dplyr::if_all(tidyselect::everything(), ~ !stringr::str_starts(., "na_")))
+ }else{
+ selected_df()$train %>%
+ tidyr::drop_na(any_of(predictors())) %>%
+ dplyr::filter(dplyr::if_all(tidyselect::everything(), ~ !stringr::str_starts(., "na_"))) %>%
+ dplyr::select("sample_name", "dataset_name", input$response_variable, all_of(dplyr::filter(training_obj()$predictors, VariableType != "Category")$feature_name))
+ }
+ })
+
+ test_df <- reactive({
+ if(input$do_norm == TRUE){
+ normalize_dataset(
+ train_df = selected_df()$train,
+ test_df = selected_df()$test,
+ variable_to_norm = dplyr::filter(training_obj()$predictors, VariableType == "Numeric")$feature_name,
+ predictors = c(input$response_variable, dplyr::filter(training_obj()$predictors, VariableType != "Category")$feature_name),
+ is_test = TRUE) %>%
+ dplyr::filter(dplyr::if_all(tidyselect::everything(), ~ !stringr::str_starts(., "na_")))
+ }else{
+ selected_df()$test %>%
+ tidyr::drop_na(any_of(predictors())) %>%
+ dplyr::filter(dplyr::if_all(tidyselect::everything(), ~ !stringr::str_starts(., "na_"))) %>%
+ dplyr::select("sample_name", "dataset_name", input$response_variable, all_of(dplyr::filter(training_obj()$predictors, VariableType != "Category")$feature_name))
+ }
+ })
+
+ observe({ #block Train button if one of the datasets is missing annotation for one predictor. Notify number of samples with NA that will be excluded
+ shiny::req(training_obj())
+
+ if(dplyr::n_distinct(training_obj()$subset_df$train_df$TCGA_Study) >1) shiny::showNotification("Warning: You selected datasets with samples from different tumor types. The data from these datasets will be merged for training.", duration = 10, id = "mix_types")
+ else shiny::removeNotification(id = "mix_types")
+
+ if((nrow(training_obj()$subset_df$train_df)/length(predictors()))<10) shiny::showNotification("Warning: The number of selected predictors is higher than 10% of the number of samples selected for training.", duration = 10, id = "high_pred")
+ else shiny::removeNotification(id = "high_pred")
+
+ #Check if both train and test datasets have the same levels for the independent variable
+ if(all(
+ unique(test_df()[[input$response_variable]]) %in% unique(train_df()[[input$response_variable]]))){
+ response_levels <- NULL
+ }
+ else{
+ block_train(TRUE)
+ response_levels <- "different"
+ shinyjs::show("response_levels")
+ output$response_levels <- shiny::renderText({"Testing dataset(s) with response levels not present in training. Rearrange selection to continue."})
+ }
+
+ if(nrow(training_obj()$missing_annot) == 0 & length(training_obj()$missing_level)==0 & is.null(response_levels)){
+ block_train(FALSE)
+ shinyjs::hide("missing_data")
+ shinyjs::hide("missing_sample")
+ shinyjs::hide("response_levels")
+ }else{
+ if(nrow(training_obj()$missing_annot)>0){ #checks for missing data
+ if(any(c("feature_all_na" ,"tag_all_na") %in% (training_obj()$missing_annot$missing_all))){#dataset doesn't have annotation for one selected feature
+ block_train(TRUE)
+ shinyjs::show("missing_data")
+ output$missing_data <- shiny::renderText({
+ shiny::req(nrow(training_obj()$missing_annot) != 0)
+ missing_all <- (training_obj()$missing_annot %>% dplyr::filter(missing_all %in% c("feature_all_na" ,"tag_all_na")))
+ paste(" Change the following dataset and/or predictor selection to proceed: Dataset ", missing_all$dataset, " has no data for ", missing_all$feature_display,".", collapse = " "), " Change the following dataset and/or predictor selection to proceed: Dataset ", missing_all$dataset, " has only one level for ", missing_all$feature_display,".", collapse = " "), " Samples with NA annotation will be excluded from modeling: ", missing_some$dataset, " has ", missing_some$n_missing," samples with NA info for ", missing_some$feature_display, ".", collapse = " "), " Categorical level only present in testing dataset - change the dataset and/or predictor selection to proceed: ", training_obj()$missing_level$feature_display, " has group ", training_obj()$missing_level$group, " only at the testing set (",
+ training_obj()$missing_level$dataset, ").", collapse = " "), "Dataset {dataset_displays()[dataset_name]} has {n_included} samples from a total of {total_samples} included in this module."))
+
+ paste(
+ " There are samples selected in ICI Cohort Selection that do not have neoantigen data present in this module: "),
+ ""
+ )
+ }else{
+ ""
+ }
+ })
+
+ plot_legend <- shiny::reactive({
+ tbl <- dplyr::distinct(
+ data.frame(
+ b = cohort_obj()$plot_colors,
+ a = names(cohort_obj()$plot_colors)
+ ))
+
+ DT::datatable(
+ tbl,
+ rownames = FALSE,
+ class = "",
+ callback = DT::JS("$('table.dataTable.no-footer').css('border-bottom', 'none');"),
+ options = list(
+ dom = 't',
+ lengthChange = FALSE,
+ headerCallback = DT::JS(
+ "function(thead, data, start, end, display){",
+ " $(thead).remove();",
+ "}")
+ )
+ ) %>%
+ DT::formatStyle('b', backgroundColor = DT::styleEqual(tbl$b, tbl$b)) %>%
+ DT::formatStyle('b', color = DT::styleEqual(tbl$b, tbl$b))
+
+ })
+
+ ici_neoantigen_classes_server(
+ "ici_neoantigen_classes",
+ cohort_obj,
+ count_df(),
+ shiny::reactive(dataset_displays()),
+ shiny::reactive(plot_legend())
+ )
+ ici_neoantigen_correlations_server(
+ "ici_neoantigen_correlations",
+ cohort_obj,
+ count_df(),
+ shiny::reactive(dataset_displays())
+ )
+ ici_neoantigen_frequency_server(
+ "ici_neoantigen_frequency",
+ cohort_obj,
+ top_mhc_df(),
+ shiny::reactive(dataset_displays()),
+ shiny::reactive(plot_legend())
+ )
+
+ shiny::observeEvent(input$method_link,{
+ shiny::showModal(modalDialog(
+ title = "Method",
+ includeMarkdown("inst/markdown/methods/neoantigen-prediction.markdown"),
+ easyClose = TRUE,
+ footer = NULL
+ ))
+ })
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/ici_neoantigen_ui.R b/apps/iatlas/app/R/ici_neoantigen_ui.R
new file mode 100644
index 0000000000..a46ce8fd40
--- /dev/null
+++ b/apps/iatlas/app/R/ici_neoantigen_ui.R
@@ -0,0 +1,36 @@
+ici_neoantigen_ui <- function(id){
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox(
+ "iAtlas Explorer — Neoantigens in Immune Checkpoint Inhibitors datasets"
+ ),
+ iatlas.modules::textBox(
+ width = 12,
+ p("Explore the prevalence, variety and distribution of predicted neoantigens in iAtlas datasets. Neoantigen prediction was performed using the Landscape of Effective Neoantigens Software (LENS) workflow",
+ a(href="https://academic.oup.com/bioinformatics/article/39/6/btad322/7162685", "(Vensko 2023).")),
+ p("Check out our ",
+ a(href="https://docs.google.com/presentation/d/1yQ1_twHL33bMEDRlsxf-Thz589uafOvrB8alMfOgzdE/edit?usp=sharing", "tutorial"),
+ "and", a(href="https://github.com/CRI-iAtlas/iatlas-notebooks/blob/main/ici_neoantigen.ipynb", "Jupyter notebook"),
+ "reproducing the code run in this module."),
+ shiny::actionLink(ns("method_link"), "Click to view the description of the method for neoantigen prediction.")
+ ),
+ iatlas.modules::messageBox(
+ width = 12,
+ shiny::htmlOutput(ns("excluded_dataset"))
+ ),
+ iatlas.modules::sectionBox(
+ title = "Classes of Neoantigens",
+ ici_neoantigen_classes_ui(ns("ici_neoantigen_classes")),
+ ),
+ iatlas.modules::sectionBox(
+ title = "Correlations",
+ ici_neoantigen_correlations_ui(ns("ici_neoantigen_correlations"))
+ ),
+ iatlas.modules::sectionBox(
+ title = "Frequency of peptides",
+ ici_neoantigen_frequency_ui(ns("ici_neoantigen_frequency"))
+ ),
+ )
+}
diff --git a/apps/iatlas/app/R/ici_overview_category_server.R b/apps/iatlas/app/R/ici_overview_category_server.R
new file mode 100644
index 0000000000..0ebae2ce6f
--- /dev/null
+++ b/apps/iatlas/app/R/ici_overview_category_server.R
@@ -0,0 +1,114 @@
+ici_overview_category_server <- function(
+ id,
+ ioresponse_data,
+ data_group
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ dataset_type <- shiny::reactive({
+ switch(
+ data_group(),
+ "ici" = "ici",
+ "cancer genomics" = "analysis",
+ "single-cell RNA-Seq" = "ici" #UPDATE!!
+ )
+ })
+
+ ici_datasets <- shiny::reactive(iatlasGraphQLClient::query_datasets(types = dataset_type()))
+ ici_samples <- shiny::reactive(iatlasGraphQLClient::query_dataset_samples(datasets = ici_datasets()$name))
+
+ categories <- shiny::reactive(iatlasGraphQLClient::query_tags(datasets = ici_datasets()$name))
+
+ output$select_group1 <- renderUI({
+ #shiny::req(categories())
+ shiny::selectInput(ns("group1"), "Select Category",
+ choices = categories()$tag_short_display)
+ # selected = "Responder")
+ })
+
+ output$select_group2 <- renderUI({
+ shiny::req(input$group1)
+ shiny::selectInput(ns("group2"), "Select second category to see groups overlap",
+ choices = (categories() %>%
+ dplyr::filter(tag_short_display != input$group1))$tag_short_display)
+ # selected = "Drug")
+ })
+
+ group1 <- reactive({
+ shiny::req(input$group1)
+ convert_value_between_columns(input_value = input$group1,
+ df = shiny::isolate(categories()),
+ from_column = "tag_short_display",
+ to_column = "tag_name")
+ })
+
+ group2 <- reactive({
+ shiny::req(input$group2)
+ convert_value_between_columns(input_value = input$group2,
+ df = shiny::isolate(categories()),
+ from_column = "tag_short_display",
+ to_column = "tag_name")
+ })
+
+
+ output$ici_groups_df <- DT::renderDT({
+ DT::datatable(categories() %>%
+ dplyr::filter(tag_short_display %in% input$group1) %>%
+ dplyr::select(Category = tag_short_display, Definition = tag_characteristics), #, `Sample Groups`, `Available for`),
+ rownames = FALSE,
+ options = list(dom = 't'))
+ })
+
+ values_for_group1 <- shiny::reactive({
+ shiny::req(group1())
+ iatlasGraphQLClient::query_tag_samples(samples = ici_samples()$sample_name, parent_tags = group1()) %>%
+ merge(., ici_samples(), by = "sample_name")
+ })
+
+ output$ici_per_ds_df <- DT::renderDT({
+ shiny::req(input$group1)
+ DT::datatable(get_io_overview_table(values_for_group1()),
+ rownames = FALSE,
+ width = "80%",
+ caption = paste("Group Size per dataset for", input$group1),
+ options = list(dom = 't',
+ pageLength = 50,
+ order = list(list(0, 'asc'))))
+ })
+
+ output$ici_mosaic <- plotly::renderPlotly({
+ shiny::req(values_for_group1(), group2())
+
+ df_mosaic <- get_io_mosaic_df(values_for_group1(), group2())
+
+ df_colors <- df_mosaic %>%
+ dplyr::select(y, plot_color) %>%
+ dplyr::distinct()
+
+ plot_colors <- df_colors$plot_color
+ names(plot_colors) <- as.character(df_colors$y)
+
+ create_mosaicplot(df_mosaic %>% dplyr::select(x,y),
+ title = stringr::str_c(input$group2, "by", input$group1, sep = " "),
+ fill_colors = plot_colors) %>%
+ plotly::layout(
+ autosize = TRUE,
+ margin = list(b=0)
+ )
+ })
+
+ observeEvent(input$method_link,{
+ shiny::showModal(modalDialog(
+ title = "Method",
+ includeMarkdown("inst/markdown/methods/Response_ICI_Predictors.markdown"),
+ easyClose = TRUE,
+ footer = NULL
+ ))
+ })
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/ici_overview_category_ui.R b/apps/iatlas/app/R/ici_overview_category_ui.R
new file mode 100644
index 0000000000..f2449c73e5
--- /dev/null
+++ b/apps/iatlas/app/R/ici_overview_category_ui.R
@@ -0,0 +1,52 @@
+ici_overview_category_ui <- function(
+ id,
+ cohort_obj
+){
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::messageBox(
+ width = 24,
+ # shiny::includeMarkdown(get_markdown_path(
+ # "ici_overview_datasets"
+ # ))
+ p("Samples in each dataset can be grouped based on study characteristics.
+ Here you can obtain details of these categories and the number of samples in each group per dataset."),
+ actionLink(ns("method_link"), "Click to view method description.")
+ ),
+ iatlas.modules::optionsBox(
+ width = 12,
+ shiny::uiOutput(ns("select_group1"))
+ ),
+ iatlas.modules::plotBox(
+ width = 12,
+ DT::DTOutput(
+ ns("ici_groups_df")
+ )%>%
+ shinycssloaders::withSpinner(),
+ br(),
+ DT::DTOutput(
+ ns("ici_per_ds_df")
+ ) %>%
+ shinycssloaders::withSpinner(),
+ style = "overflow-y: scroll;overflow-x: scroll;",
+ ),
+ #test if can be in the same submodule
+ iatlas.modules::sectionBox(
+ title = "Group Overlap",
+ iatlas.modules::messageBox(
+ width = 24,
+ p("See a mosaic plot for two sample groups.")
+ ),
+ iatlas.modules::optionsBox(
+ width = 12,
+ shiny::uiOutput(ns("select_group2"))
+ ),
+ iatlas.modules::plotBox(
+ width = 12,
+ plotly::plotlyOutput(ns("ici_mosaic"), height = "600px") %>%
+ shinycssloaders::withSpinner()
+ )
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/ici_overview_datasets_server.R b/apps/iatlas/app/R/ici_overview_datasets_server.R
new file mode 100644
index 0000000000..60d6622e4a
--- /dev/null
+++ b/apps/iatlas/app/R/ici_overview_datasets_server.R
@@ -0,0 +1,74 @@
+ici_overview_datasets_server <- function(
+ id,
+ ioresponse_data,
+ data_group
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ download_text <- shiny::reactive(
+ switch(
+ data_group(),
+ "ici" = c("https://github.com/CRI-iAtlas/iatlas-notebooks/blob/main/ici_query_iatlas_data.ipynb",
+ "Information about downloading the Immune Checkpoint Inhibition data available in iAtlas is available at this Jupyter notebook."),
+ "cancer genomics" = c("https://github.com/CRI-iAtlas/iatlas-notebooks/blob/main/querying_TCGA_features_and_expression.ipynb",
+ "Information about downloading the Cancer Genomics data available in iAtlas is available at this Jupyter notebook."),
+ "single-cell RNA-Seq"= c("https://github.com/CRI-iAtlas/iatlas-notebooks/blob/main/query_iatlas_single_cell_datasets.ipynb",
+ "Information about downloading the pseudobulk single-cell RNAseq data available in iAtlas is available at this Jupyter notebook."),
+ )
+ )
+
+ dataset_info <- shiny::reactive({
+ ioresponse_data$dataset_df %>%
+ dplyr::filter(type == data_group())
+ })
+
+ output$sums <- shiny::renderUI({
+ n_samples <- sum(dataset_info()$Samples)
+ n_patients <- sum(dataset_info()$Patients)
+
+ display_text <- glue::glue(
+ "CRI iAtlas has {n_samples} samples, from {n_patients} patients in this category of datasets."
+ )
+
+ if(data_group() != "single-cell RNA-Seq"){
+ tags$div(
+ display_text,
+ tags$a(href=download_text()[1],
+ download_text()[2])
+ )
+ }else{
+
+
+ tags$div(
+ display_text,
+ shiny::p("The MSK and Vanderbilt data sets were generated as part of the NCI Human Tumor Atlas Network, shared via ",
+ a(href = "https://humantumoratlas.org/", "https://humantumoratlas.org/ .")),
+ tags$a(href=download_text()[1],
+ download_text()[2])
+ )
+ }
+
+ })
+
+ output$ici_datasets_df <- DT::renderDT({
+ DT::datatable((dataset_info() %>%
+ dplyr::mutate(
+ Reference = paste(
+ "",
+ Citation," ",
+ sep=""
+ )
+ )%>%
+ select(Dataset, Study, Antibody, Samples, Patients, `Sequencing.Method`, Reference)),
+ options = list(pageLength = 20),
+ escape= FALSE)
+ })
+
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/ici_overview_datasets_ui.R b/apps/iatlas/app/R/ici_overview_datasets_ui.R
new file mode 100644
index 0000000000..9fa8d81587
--- /dev/null
+++ b/apps/iatlas/app/R/ici_overview_datasets_ui.R
@@ -0,0 +1,23 @@
+ici_overview_datasets_ui <- function(id){
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::messageBox(
+ width = 24,
+ shiny::uiOutput(
+ ns("sums")
+ ),
+ # shiny::includeMarkdown(get_markdown_path(
+ # "ici_overview_datasets"
+ # ))
+ ),
+ iatlas.modules::plotBox(
+ width = 12,
+ DT::DTOutput(
+ ns("ici_datasets_df")
+ ),
+ shiny::br()
+ # tags$a(href="https://www.synapse.org/#!Synapse:syn24200710", "Download data from Synapse")
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/ici_overview_functions.R b/apps/iatlas/app/R/ici_overview_functions.R
new file mode 100644
index 0000000000..0b53dbb3a3
--- /dev/null
+++ b/apps/iatlas/app/R/ici_overview_functions.R
@@ -0,0 +1,53 @@
+get_io_overview_table <- function(values_for_group1){
+ values_for_group1 %>%
+ dplyr::group_by(dataset_display, Order = tag_order, Group = tag_short_display) %>%
+ dplyr::mutate(dataset_display = sub("\\ -.*", "", dataset_display)) %>%
+ dplyr::summarise(n = dplyr::n_distinct(sample_name), .groups = "keep") %>%
+ tidyr::pivot_wider(
+ names_from = dataset_display,
+ values_from = n)
+}
+
+get_io_mosaic_df <- function(values_for_group1, group2){
+ iatlasGraphQLClient::query_tag_samples(samples = values_for_group1$sample_name, parent_tags = group2) %>%
+ merge(., values_for_group1, by = "sample_name") %>%
+ dplyr::mutate(x= paste(sub("\\ -.*", "", dataset_display), tag_short_display.y)) %>%
+ dplyr::select(x, y = tag_short_display.x, plot_color = tag_color.x)
+}
+
+create_mosaicplot <- function(
+ df,
+ title = NULL,
+ fill_colors = NA,
+ xlab = NULL,
+ ylab = NULL) {
+
+ plot <- df %>%
+ ggplot2::ggplot() +
+ ggmosaic::geom_mosaic(ggplot2::aes_string(x = stringr::str_c("ggmosaic::product(y, x)") ,fill = "y")) +
+ #ggmosaic::geom_mosaic(aes_string(x = "ggmosaic::product(y, x)" ,fill = "y")) +
+ ggmosaic::scale_y_productlist(expand = c(0, 0)) +
+ ggmosaic::scale_x_productlist(expand = c(0, 0)) +
+ labs(title) +
+ xlab(xlab) +
+ ylab(ylab) +
+ theme_minimal() +
+ theme(
+ legend.title = element_blank(),
+ axis.text.x = element_text(angle = 90, hjust = 1),
+ axis.text.y = element_blank(),
+ axis.ticks.y = element_blank()
+ )
+ if (!is.na(fill_colors[[1]])) {
+ plot <- plot + scale_fill_manual(values = fill_colors)
+ }
+ p <- plotly::plotly_build(plot) %>%
+ plotly::layout(title = title,
+ legend = list(traceorder = 'reversed')) %>%
+ format_plotly()
+ p["width"] <- list(NULL)
+ p["height"] <- list(NULL)
+ p$x$layout["width"] <- list(NULL)
+ p$x$layout["height"] <- list(NULL)
+ p
+}
diff --git a/apps/iatlas/app/R/ici_overview_server.R b/apps/iatlas/app/R/ici_overview_server.R
new file mode 100644
index 0000000000..98b7348676
--- /dev/null
+++ b/apps/iatlas/app/R/ici_overview_server.R
@@ -0,0 +1,25 @@
+ici_overview_server <- function(
+ id,
+ cohort_obj
+){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ioresponse_data <- load_io_data()
+
+ ici_overview_datasets_server(
+ "ici_overview_datasets",
+ ioresponse_data,
+ shiny::reactive(input$data_group)
+ )
+
+ # ici_overview_category_server(
+ # "ici_overview_category",
+ # ioresponse_data,
+ # shiny::reactive(input$data_group)
+ # )
+
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/ici_overview_ui.R b/apps/iatlas/app/R/ici_overview_ui.R
new file mode 100644
index 0000000000..9e7e6946b1
--- /dev/null
+++ b/apps/iatlas/app/R/ici_overview_ui.R
@@ -0,0 +1,39 @@
+ici_overview_ui <- function(id){
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox(
+ "CRI iAtlas Explorer — Datasets of Treatment with Immune Checkpoint Inhibitors"
+ ),
+ iatlas.modules::textBox(
+ width = 12,
+ p("There are different types of data in CRI iAtlas, select the one you are interested.")
+ # p("This module describes the datasets that are available in CRI iAtlas for the analysis of molecular response to
+ # Immune Checkpoint Inhibitor immunotherapy(ICI). Primary data processing and scoring of immune response, including
+ # immune signatures and cell-content estimates were performed by UNC Lineberger team Dante Bortone, Sarah Entwistle,
+ # led by Benjamin G. Vincent.")
+ ),
+ iatlas.modules::optionsBox(
+ width = 12,
+ shiny::radioButtons(
+ ns("data_group"),
+ "Select the type of data for more information",
+ choices = c(
+ "Immune Checkpoint Inhibitors datasets" = "ici",
+ "Cancer Genomics datasets" = "cancer genomics",
+ "Single-cell RNA-Seq datasets" = "single-cell RNA-Seq"
+ ),
+ selected = "ici"
+ )
+ ),
+ iatlas.modules::sectionBox(
+ title = "Dataset Information",
+ ici_overview_datasets_ui(ns("ici_overview_datasets"))
+ # ),
+ # iatlas.modules::sectionBox(
+ # title = "Category Key",
+ # ici_overview_category_ui(ns("ici_overview_category"))
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/immune_feature_correlations_server.R b/apps/iatlas/app/R/immune_feature_correlations_server.R
new file mode 100644
index 0000000000..d62d0b7c40
--- /dev/null
+++ b/apps/iatlas/app/R/immune_feature_correlations_server.R
@@ -0,0 +1,100 @@
+immune_feature_correlations_server <- function(
+ id,
+ cohort_obj,
+ mock_event_data = shiny::reactive(NULL)
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ feature_sample_data_function <- shiny::reactive({
+ function(.feature_class){
+ tbl <-
+ cohort_obj()$get_feature_values(feature_classes = .feature_class) %>%
+ dplyr::select(
+ "sample_name",
+ "group_name" = "group_short_name",
+ "feature_name",
+ "feature_display",
+ "feature_value",
+ "feature_order",
+ "dataset_name"
+ )
+ }
+ })
+
+ response_sample_data_function <- shiny::reactive({
+ function(.feature){
+ tbl <-
+ cohort_obj()$get_feature_values(features = .feature) %>%
+ dplyr::select(
+ "sample_name",
+ "feature_name",
+ "feature_value"
+ )
+ }
+ })
+
+ feature_data <- shiny::reactive({
+ cohort_obj()$feature_tbl %>%
+ dplyr::select(
+ "feature_name" = "name",
+ "feature_display" = "display",
+ "feature_class" = "class",
+ "feature_order" = "order"
+ )
+ })
+
+ response_data <- shiny::reactive({
+ cohort_obj()$feature_tbl %>%
+ dplyr::select(
+ "feature_name" = "name",
+ "feature_display" = "display",
+ "feature_class" = "class"
+ ) %>%
+ dplyr::arrange(.data$feature_class)
+ })
+
+ group_data <- shiny::reactive({
+ cohort_obj()$group_tbl %>%
+ dplyr::select(
+ "group_name" = "short_name",
+ "group_description" = "characteristics",
+ "group_color" = "color"
+ ) %>%
+ dplyr::mutate("group_display" = .data$group_name)
+ })
+
+ summarise_function_list = shiny::reactive({
+ list(
+ "Pearson" = purrr::partial(stats::cor, method = "pearson"),
+ "Spearman" = purrr::partial(stats::cor, method = "spearman"),
+ "Kendall" = purrr::partial(stats::cor, method = "kendall")
+ )
+ })
+
+ default_class <- shiny::reactive(
+ feature_data()$feature_class[[1]]
+ )
+
+ result <- iatlas.modules::heatmap_server(
+ "heatmap",
+
+ feature_sample_data_function = feature_sample_data_function,
+ response_sample_data_function = response_sample_data_function,
+
+ feature_data = feature_data,
+ response_data = response_data,
+ group_data = group_data,
+ summarise_function_list = summarise_function_list,
+ drilldown = shiny::reactive(T),
+ default_class = default_class,
+ mock_event_data = mock_event_data
+ )
+
+ }
+ )
+}
+
diff --git a/apps/iatlas/app/R/immune_feature_correlations_ui.R b/apps/iatlas/app/R/immune_feature_correlations_ui.R
new file mode 100644
index 0000000000..5a70a47d82
--- /dev/null
+++ b/apps/iatlas/app/R/immune_feature_correlations_ui.R
@@ -0,0 +1,66 @@
+immune_feature_correlations_ui <- function(id) {
+ ns <- shiny::NS(id)
+ iatlas.modules::heatmap_ui(
+ ns("heatmap")
+ # html = shiny::includeMarkdown(
+ # get_markdown_path("immune_features_dist")
+ # )
+ )
+
+ # shiny::tagList(
+ # iatlas.modules::messageBox(
+ # width = 12,
+ # shiny::includeMarkdown(get_markdown_path(
+ # "immune_features_correlations"
+ # ))
+ # ),
+ # shiny::fluidRow(
+ # iatlas.modules::optionsBox(
+ # width = 12,
+ # shiny::column(
+ # width = 6,
+ # shiny::uiOutput(ns("class_selection_ui"))
+ # ),
+ # shiny::column(
+ # width = 3,
+ # shiny::uiOutput(ns("response_selection_ui"))
+ # ),
+ # shiny::column(
+ # width = 3,
+ # shiny::selectInput(
+ # ns("correlation_method"),
+ # "Select or Search for Correlation Method",
+ # choices = c(
+ # "Pearson" = "pearson",
+ # "Spearman" = "spearman",
+ # "Kendall" = "kendall"
+ # ),
+ # selected = "spearman"
+ # )
+ # )
+ # )
+ # ),
+ # shiny::fluidRow(
+ # iatlas.modules::plotBox(
+ # width = 12,
+ # shiny::fluidRow(
+ # "heatmap" %>%
+ # ns() %>%
+ # plotly::plotlyOutput(.) %>%
+ # shinycssloaders::withSpinner(.),
+ # iatlas.modules::plotly_ui(ns("heatmap"))
+ # )
+ # )
+ # ),
+ # shiny::fluidRow(
+ # iatlas.modules::plotBox(
+ # width = 12,
+ # "scatterPlot" %>%
+ # ns() %>%
+ # plotly::plotlyOutput(.) %>%
+ # shinycssloaders::withSpinner(.),
+ # iatlas.modules::plotly_ui(ns("scatterplot"))
+ # )
+ # )
+ # )
+}
diff --git a/apps/iatlas/app/R/immune_feature_distributions_server.R b/apps/iatlas/app/R/immune_feature_distributions_server.R
new file mode 100644
index 0000000000..ba853b54f7
--- /dev/null
+++ b/apps/iatlas/app/R/immune_feature_distributions_server.R
@@ -0,0 +1,58 @@
+immune_feature_distributions_server <- function(
+ id,
+ cohort_obj,
+ mock_event_data = shiny::reactive(NULL)
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ sample_data_function <- shiny::reactive({
+ function(.feature){
+ cohort_obj()$get_feature_values(features = .feature) %>%
+ dplyr::select(
+ "sample_name",
+ "group_name" = "group_short_name",
+ "feature_name",
+ "feature_display",
+ "feature_value",
+ "feature_order"
+ ) %>%
+ dplyr::mutate("dataset_name" = cohort_obj()$dataset_names)
+ }
+ })
+
+ feature_data <- shiny::reactive({
+ cohort_obj()$feature_tbl %>%
+ dplyr::select(
+ "feature_class" = "class",
+ "feature_name" = "name",
+ "feature_display" = "display"
+ )
+ })
+
+ group_data <- shiny::reactive({
+ cohort_obj()$group_tbl %>%
+ dplyr::select(
+ "group_name" = "short_name",
+ "group_description" = "characteristics",
+ "group_color" = "color"
+ ) %>%
+ dplyr::mutate("group_display" = .data$group_name)
+ })
+
+ result <- iatlas.modules::distributions_plot_server(
+ "distplot",
+ sample_data_function,
+ feature_data = feature_data,
+ group_data = group_data,
+ distplot_xlab = shiny::reactive(cohort_obj()$group_display),
+ drilldown = shiny::reactive(T),
+ mock_event_data = mock_event_data
+ )
+
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/immune_feature_distributions_ui.R b/apps/iatlas/app/R/immune_feature_distributions_ui.R
new file mode 100644
index 0000000000..6a4750c537
--- /dev/null
+++ b/apps/iatlas/app/R/immune_feature_distributions_ui.R
@@ -0,0 +1,9 @@
+immune_feature_distributions_ui <- function(id) {
+ ns <- shiny::NS(id)
+ iatlas.modules::distributions_plot_ui(
+ ns("distplot"),
+ html = shiny::includeMarkdown(
+ get_markdown_path("immune_features_dist")
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/immune_features_server.R b/apps/iatlas/app/R/immune_features_server.R
new file mode 100644
index 0000000000..9f87345756
--- /dev/null
+++ b/apps/iatlas/app/R/immune_features_server.R
@@ -0,0 +1,24 @@
+immune_features_server <- function(
+ id,
+ cohort_obj
+){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ call_module_server(
+ "immune_feature_distributions",
+ cohort_obj,
+ server_function = immune_feature_distributions_server,
+ ui_function = immune_feature_distributions_ui
+ )
+
+ call_module_server(
+ "immune_feature_correlations",
+ cohort_obj,
+ server_function = immune_feature_correlations_server,
+ ui_function = immune_feature_correlations_ui
+ )
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/immune_features_ui.R b/apps/iatlas/app/R/immune_features_ui.R
new file mode 100644
index 0000000000..a83c20794d
--- /dev/null
+++ b/apps/iatlas/app/R/immune_features_ui.R
@@ -0,0 +1,26 @@
+immune_features_ui <- function(id) {
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox("CRI iAtlas Explorer — Immune Feature Trends"),
+ iatlas.modules::textBox(
+ width = 12,
+ shiny::p(paste0(
+ "This module allows you to see how immune readouts vary ",
+ "across your groups, and how they relate to one another."
+ )),
+ shiny::p("Check out our ",
+ a(href="https://github.com/CRI-iAtlas/iatlas-notebooks/blob/main/immune_feature_trends.ipynb", "Jupyter notebook"),
+ "reproducing the code run in this module.")
+ ),
+ iatlas.modules::sectionBox(
+ title = "Distributions",
+ module_ui(ns("immune_feature_distributions"))
+ ),
+ iatlas.modules::sectionBox(
+ title = "Correlations",
+ module_ui(ns("immune_feature_correlations"))
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/immune_subtype_classifier_functions.R b/apps/iatlas/app/R/immune_subtype_classifier_functions.R
new file mode 100644
index 0000000000..8766cb098d
--- /dev/null
+++ b/apps/iatlas/app/R/immune_subtype_classifier_functions.R
@@ -0,0 +1,44 @@
+
+# David L Gibbs
+# dgibbs@systemsbiology.org
+
+# this script will form the backend of the shiny app.
+
+library(ImmuneSubtypeClassifier)
+
+readNewDataTable <- function(fileinfo, sepflag) {
+
+ if(is.null(fileinfo)) {
+ fileinfo <- list(name='ebpp_test1_1to20.tsv', size=1, type='text/csv', datapath='inst/tsv/ebpp_test1_1to20.tsv')
+ }
+
+ newdata <- read.table(file=fileinfo$datapath, sep=sepflag, header=T, stringsAsFactors = F)
+
+ newX <- as.matrix(newdata[,-1])
+ rownames(newX) <- as.character(newdata[,1])
+
+ newX
+}
+
+# this function computes scores given some expression data.
+classifySubtype <- function(newdata) {
+
+ # make cluster calls using the models.
+ calls <- ImmuneSubtypeClassifier::callEnsemble(X = newdata, geneids = 'symbol')
+
+ print(utils::head(calls))
+
+ calls[,3] <- round(calls[,3], digits = 3)
+ calls[,4] <- round(calls[,4], digits = 3)
+ calls[,5] <- round(calls[,5], digits = 3)
+ calls[,6] <- round(calls[,6], digits = 3)
+ calls[,7] <- round(calls[,7], digits = 3)
+ calls[,8] <- round(calls[,8], digits = 3)
+
+ print("Done")
+
+ return(list(Calls = calls))
+
+}
+
+
diff --git a/apps/iatlas/app/R/immune_subtype_classifier_server.R b/apps/iatlas/app/R/immune_subtype_classifier_server.R
new file mode 100644
index 0000000000..b817242678
--- /dev/null
+++ b/apps/iatlas/app/R/immune_subtype_classifier_server.R
@@ -0,0 +1,106 @@
+immune_subtype_classifier_server <- function(
+ id,
+ group_display_choice,
+ group_internal_choice,
+ subset_df,
+ plot_colors
+){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ newData <- eventReactive(input$subtypeGObutton, {
+ readNewDataTable(input$expr_file_pred, input$sepa)
+ })
+
+ ebpp_genes <- reactive({
+ data(ebpp_gene)
+ ebpp_genes_sig
+ })
+
+ output$genelist <- downloadHandler(
+ filename = "subtypeclassifier_genes.tsv",
+ content = function(con){
+ write.csv(ebpp_genes(), con)
+ }
+ )
+
+ geneMatchErrorReport <- function(X, geneid='symbol') {
+ data(ebpp_gene)
+
+ if (geneid == 'symbol') {
+ idx <- match(table = rownames(X), x = ebpp_genes_sig$Symbol) ### this is just for the EBPP genes ###
+
+ } else {
+ print("For geneids, please use gene symbols.")
+ return(NA)
+ }
+
+ # idx will be 485 elements long... non matched ebpp_sig_genes
+ # will show as NAs in the list.
+ # SO... we calculate sum of NAs over size of ebpp_genes_sig
+
+ matchError <- sum(is.na(idx)) / nrow(ebpp_genes_sig)
+
+ # NAs in idx will enter NA rows in X2
+
+ g <- ebpp_genes_sig[is.na(idx),] ### Adds NA rows in missing genes
+
+ return(list(matchError=matchError, missingGenes=g, numGenesInClassifier=nrow(ebpp_genes_sig)))
+ }
+
+
+ # get new calls
+ getCalls <- reactive({
+ shiny::validate(
+ shiny::need(ncol(newData())>1,
+ "Only one column available in the uploaded file. Please check if the selected file separator is the correct one."))
+
+ output$geneMatchCnt <- renderText({
+ matchInfo <- geneMatchErrorReport(X=newData())
+
+ n <- (round(matchInfo$matchError, digits = 3))*100
+ m <- matchInfo$numGenesInClassifier
+
+ paste0(' Match error: ', n, '% from a total of ', m, ' genes required by the classifier. Missing genes shown below. ')
+ })
+
+ classifySubtype(newData())
+ })
+
+
+ output$barPlot <- renderPlot({
+ counts <- table(getCalls()$Calls$BestCall)
+ barplot(counts, main="New Cluster Label Calls",
+ xlab="Cluster Labels")
+ })
+
+
+ # Filter data based on selections
+ output$subtypetable <- DT::renderDataTable(
+ DT::datatable(as.data.frame(getCalls()$Calls))
+ )
+
+ missing_genes <- reactive({
+ as.data.frame(geneMatchErrorReport(X=newData())$missingGenes)
+ })
+ # Missing Genes Table
+ output$missinggenetable <- DT::renderDataTable(
+ DT::datatable(missing_genes()
+ #as.data.frame(geneMatchErrorReport(X=newData())$missingGenes)
+ )
+ )
+
+ output$download_calls <- downloadHandler(
+ filename = function() stringr::str_c("immune-calls-", Sys.Date(), ".csv"),
+ content = function(con) readr::write_csv(getCalls()$Calls, con)
+ )
+
+ output$download_missing <- downloadHandler(
+ filename = function() stringr::str_c("missing-genes-", Sys.Date(), ".csv"),
+ content = function(con) readr::write_csv(missing_genes(), con)
+ )
+
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/immune_subtype_classifier_ui.R b/apps/iatlas/app/R/immune_subtype_classifier_ui.R
new file mode 100644
index 0000000000..c9bf22db27
--- /dev/null
+++ b/apps/iatlas/app/R/immune_subtype_classifier_ui.R
@@ -0,0 +1,152 @@
+immune_subtype_classifier_ui <- function(id) {
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+
+ iatlas.modules::titleBox("CRI iAtlas Tools — Immune Subtype Classifier"),
+
+ iatlas.modules::textBox(
+ width = 12,
+ shiny::p("Upload gene expression* and classify immune subtypes."),
+ shiny::p("Check out our ",
+ a(href="https://docs.google.com/presentation/d/1QB0fisbZGZ2u6LNpuC8NcyLCNc1o_llaXRIy8XW3vp8/edit?usp=sharing", "tutorial"),
+ "about this tool.")
+ ),
+
+ # Immunomodulator distributions section ----
+ iatlas.modules::sectionBox(
+ title = "Immune Subtype Classification",
+
+ iatlas.modules::messageBox(
+ width = 12,
+
+ shiny::p("Upload gene expression (csv or tsv). **BETA** any gene quantification pipeline should be OK."),
+
+ shiny::p(""),
+ shiny::p(""),
+ shiny::p("Notes on input data:"),
+ shiny::tags$ul(
+ shiny::tags$li("First row should be a header, with a 'GeneSymbol' column label, followed by sample IDs."),
+ shiny::tags$li("First column should contain gene symbols, after that, samples."),
+ shiny::tags$li("For an example of outputs, leave the input file blank, set ensemble size to a small number (32) and click GO.")
+ ),
+ shiny::p(""),
+ shiny::tags$a(href="https://github.com/CRI-iAtlas/iatlas-app/blob/staging/inst/tsv/ebpp_test1_1to20.tsv", "Get an example input file here."),
+ shiny::p(""),
+ shiny::tags$hr(),
+ shiny::p(shiny::tags$b("Data Formatting Example:")),
+ shiny::p(""),
+ shiny::p("GeneSymbol, Sample1, Sample2,..."),
+ shiny::p("RKK1, 14.5, 100.1,..."),
+ shiny::p("CMQ4, 1.10, 80.711,..."),
+ shiny::p("...., ...., and etc..."),
+ shiny::p(""),
+ shiny::p(""),
+ shiny::tags$hr(),
+
+ shiny::p("Tool settings:"),
+ shiny::tags$ul(
+ shiny::tags$li(shiny::em('File separator'), ", select commas or tabs.")
+ ),
+
+ shiny::p(""),
+ shiny::p("Notes on the classification"),
+ shiny::tags$ul(
+ shiny::tags$li("An ensemble of XGBoost classifiers was used."),
+ shiny::tags$li("Robust features are computed that are not dependent on expression value.")
+ ),
+ shiny::p(""),
+ shiny::p("Outputs:"),
+ shiny::tags$ul(
+ shiny::tags$li("Table shows TCGA reported subtypes with new aligned subtype calls."),
+ shiny::tags$li("Barplot shows subtypes given to the new data."),
+ shiny::tags$li("Table gives aligned subtypes, signature scores, and cluster probabilities.")
+ ),
+ shiny::p(""),
+ shiny::p("Manuscript context: See figure 1A.")
+ ),
+ shiny::fluidRow(
+ iatlas.modules::optionsBox(
+ width = 12,
+ shiny::column(
+ width = 2,
+ shiny:: radioButtons(ns("sepa"), "File Separator",
+ choices = c(Tab = "\t", Comma = ","), selected = "\t")
+ ),
+
+ shiny::column(
+ width = 4,
+ shiny::fileInput(ns("expr_file_pred"), "Choose file. Leave blank for example run.",
+ multiple = FALSE,
+ accept = c("text/csv",
+ "text/comma-separated-values,text/plain",
+ ".csv",
+ ".csv.gz",
+ "text/tsv",
+ "text/comma-separated-values,text/plain",
+ ".tsv",
+ ".tsv.gz"),
+ placeholder = 'data/ebpp_test1_1to20.tsv')
+ ),
+
+ shiny::column(
+ width = 3,
+ shiny::actionButton(ns("subtypeGObutton"), "GO")
+ ),
+ shiny::column(
+ width = 3,
+ shiny::downloadLink(ns("genelist"), "Download list of genes required by the classifier.")
+ )
+ )
+ ),
+ shiny::fluidRow(
+ iatlas.modules::plotBox(
+ width=12,
+ htmlOutput(ns('geneMatchCnt'))
+ )
+ ),
+ shiny::fluidRow(
+ iatlas.modules::plotBox(
+ width = 12,
+ shiny::plotOutput(ns('barPlot')) %>%
+ shinycssloaders::withSpinner()
+ )
+ )
+ ),
+
+ # Main results
+ iatlas.modules::sectionBox(
+ title = "Subtype Classification Table",
+ iatlas.modules::messageBox(
+ width = 12,
+ p("The table shows the results of subtype classification. Use the Search box in the upper right to find a sample of interest.")
+ ),
+ shiny::fluidRow(
+ iatlas.modules::tableBox(
+ width = 12,
+ DT::dataTableOutput(ns("subtypetable")) %>%
+ shinycssloaders::withSpinner(),
+ shiny::downloadButton(ns('download_calls'), 'Download')
+ )
+ )
+ ),
+
+ # Any missing genes table
+ iatlas.modules::sectionBox(
+ title = "Missing genes from upload",
+ iatlas.modules::messageBox(
+ width = 12,
+ p("The table shows any missing genes.")
+ ),
+ shiny::fluidRow(
+ iatlas.modules::tableBox(
+ width = 12,
+ DT::dataTableOutput(ns("missinggenetable")) %>%
+ shinycssloaders::withSpinner(),
+ shiny::downloadButton(ns('download_missing'), 'Download')
+ )
+ )
+ )
+ ) # taglist
+}
diff --git a/apps/iatlas/app/R/immunomodulator_datatable_server.R b/apps/iatlas/app/R/immunomodulator_datatable_server.R
new file mode 100644
index 0000000000..00ec8e83ba
--- /dev/null
+++ b/apps/iatlas/app/R/immunomodulator_datatable_server.R
@@ -0,0 +1,15 @@
+immunomodulator_datatable_server <- function(
+ id,
+ cohort_obj
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ data_table_server(
+ "im_table",
+ shiny::reactive(build_im_dt_tbl())
+ )
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/immunomodulator_datatable_ui.R b/apps/iatlas/app/R/immunomodulator_datatable_ui.R
new file mode 100644
index 0000000000..a0bd043aca
--- /dev/null
+++ b/apps/iatlas/app/R/immunomodulator_datatable_ui.R
@@ -0,0 +1,11 @@
+immunomodulators_datatable_ui <- function(id) {
+
+ ns <- shiny::NS(id)
+
+ data_table_ui(
+ ns("im_table"),
+ message_html = shiny::includeMarkdown(
+ "inst/markdown/immunomodulators_dt.markdown"
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/immunomodulator_distributions_server.R b/apps/iatlas/app/R/immunomodulator_distributions_server.R
new file mode 100644
index 0000000000..b41736b382
--- /dev/null
+++ b/apps/iatlas/app/R/immunomodulator_distributions_server.R
@@ -0,0 +1,64 @@
+immunomodulator_distributions_server <- function(
+ id,
+ cohort_obj,
+ mock_event_data = shiny::reactive(NULL)
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ sample_data_function <- shiny::reactive({
+ function(.feature){
+ cohort_obj()$get_gene_values(entrez = as.integer(.feature)) %>%
+ dplyr::select(
+ "sample_name",
+ "group_name" = "group_short_name",
+ "feature_name" = "entrez",
+ "feature_display" = "hgnc",
+ "feature_value" = "rna_seq_expr"
+ ) %>%
+ dplyr::mutate(
+ "dataset_name" = cohort_obj()$dataset_names,
+ "feature_name" = as.character(.data$feature_name)
+ )
+ }
+ })
+
+ feature_data <- shiny::reactive({
+ iatlasGraphQLClient::query_immunomodulators() %>%
+ dplyr::select(
+ "feature_name" = "entrez",
+ "feature_display" = "hgnc",
+ "Gene Family" = "gene_family",
+ "Gene Function" = "gene_function",
+ "Immune Checkpoint" = "immune_checkpoint",
+ "Super Category" = "super_category"
+ ) %>%
+ dplyr::mutate("feature_name" = as.character(.data$feature_name))
+ })
+
+ group_data <- shiny::reactive({
+ cohort_obj()$group_tbl %>%
+ dplyr::select(
+ "group_name" = "short_name",
+ "group_description" = "characteristics",
+ "group_color" = "color"
+ ) %>%
+ dplyr::mutate("group_display" = .data$group_name)
+ })
+
+ result <- iatlas.modules::distributions_plot_server(
+ "distplot",
+ sample_data_function = sample_data_function,
+ feature_data = feature_data,
+ group_data = group_data,
+ distplot_xlab = shiny::reactive(cohort_obj()$group_display),
+ scale_method_default = shiny::reactive("Log10"),
+ drilldown = shiny::reactive(T),
+ mock_event_data = mock_event_data
+ )
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/immunomodulator_distributions_ui.R b/apps/iatlas/app/R/immunomodulator_distributions_ui.R
new file mode 100644
index 0000000000..1d2145509c
--- /dev/null
+++ b/apps/iatlas/app/R/immunomodulator_distributions_ui.R
@@ -0,0 +1,9 @@
+immunomodulators_distributions_ui <- function(id) {
+ ns <- shiny::NS(id)
+ iatlas.modules::distributions_plot_ui(
+ ns("distplot"),
+ html = shiny::includeMarkdown(
+ get_markdown_path("immunomodulators_distributions")
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/immunomodulators_functions.R b/apps/iatlas/app/R/immunomodulators_functions.R
new file mode 100644
index 0000000000..bd2e62401d
--- /dev/null
+++ b/apps/iatlas/app/R/immunomodulators_functions.R
@@ -0,0 +1,44 @@
+
+build_im_dt_tbl <- function(){
+ ims <-
+ iatlasGraphQLClient::query_immunomodulators() %>%
+ dplyr::select(
+ "hgnc",
+ "entrez",
+ "friendly_name",
+ "gene_family",
+ "super_category",
+ "immune_checkpoint",
+ "gene_function",
+ "publications"
+ ) %>%
+ dplyr::arrange(.data$hgnc)
+
+ references <- ims %>%
+ dplyr::select("entrez", "publications") %>%
+ tidyr::unnest(cols = "publications") %>%
+ dplyr::mutate("references" = stringr::str_c(
+ "https://www.ncbi.nlm.nih.gov/pubmed/",
+ .data$pubmedId,
+ sep = "/"
+ )) %>%
+ dplyr::select(-"pubmedId") %>%
+ dplyr::group_by(.data$entrez) %>%
+ dplyr::summarise(
+ "references" = stringr::str_c(.data$references, collapse = " | "),
+ .groups = "drop"
+ )
+
+ ims %>%
+ dplyr::left_join(references, by = "entrez") %>%
+ dplyr::select(
+ Hugo = .data$hgnc,
+ `Entrez ID` = .data$entrez,
+ `Friendly Name` = .data$friendly_name,
+ `Gene Family` = .data$gene_family,
+ `Super Category` = .data$super_category,
+ `Immune Checkpoint` = .data$immune_checkpoint,
+ Function = .data$gene_function,
+ `Reference(s) [PMID]` = .data$references
+ )
+}
diff --git a/apps/iatlas/app/R/immunomodulators_server.R b/apps/iatlas/app/R/immunomodulators_server.R
new file mode 100644
index 0000000000..d51e045250
--- /dev/null
+++ b/apps/iatlas/app/R/immunomodulators_server.R
@@ -0,0 +1,24 @@
+immunomodulators_server <- function(
+ id,
+ cohort_obj
+){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ call_module_server(
+ "distributions",
+ cohort_obj,
+ server_function = immunomodulator_distributions_server,
+ ui_function = immunomodulators_distributions_ui
+ )
+
+ call_module_server(
+ "datatable",
+ cohort_obj,
+ server_function = immunomodulator_datatable_server,
+ ui_function = immunomodulators_datatable_ui
+ )
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/immunomodulators_ui.R b/apps/iatlas/app/R/immunomodulators_ui.R
new file mode 100644
index 0000000000..e29211bb2d
--- /dev/null
+++ b/apps/iatlas/app/R/immunomodulators_ui.R
@@ -0,0 +1,24 @@
+immunomodulators_ui <- function(id) {
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox("CRI iAtlas Explorer — Immunomodulators"),
+ iatlas.modules::textBox(
+ width = 12,
+ shiny::p(paste0(
+ "Explore the expression of genes that code for ",
+ "immunomodulating proteins, including checkpoint proteins."
+ )),
+ ),
+ iatlas.modules::sectionBox(
+ title = "Immunomodulator Distributions",
+ module_ui(ns("distributions"))
+ ),
+ iatlas.modules::sectionBox(
+ title = "Immunomodulator Annotations",
+ module_ui(ns("datatable")
+ )
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/io_target_datatable_server.R b/apps/iatlas/app/R/io_target_datatable_server.R
new file mode 100644
index 0000000000..bd69a40a92
--- /dev/null
+++ b/apps/iatlas/app/R/io_target_datatable_server.R
@@ -0,0 +1,20 @@
+io_target_datatable_server <- function(
+ id,
+ cohort_obj
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ data_table_server(
+ "datatable",
+ shiny::reactive(
+ build_io_target_dt_tbl(
+ iatlasGraphQLClient::query_io_targets()
+ )
+ ),
+ escape = F
+ )
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/io_target_datatable_ui.R b/apps/iatlas/app/R/io_target_datatable_ui.R
new file mode 100644
index 0000000000..df436c7c14
--- /dev/null
+++ b/apps/iatlas/app/R/io_target_datatable_ui.R
@@ -0,0 +1,11 @@
+io_target_datatable_ui <- function(id) {
+
+ ns <- shiny::NS(id)
+
+ data_table_ui(
+ ns("datatable"),
+ message_html = shiny::includeMarkdown(
+ "inst/markdown/io_target_dt.markdown"
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/io_target_distributions_server.R b/apps/iatlas/app/R/io_target_distributions_server.R
new file mode 100644
index 0000000000..0bb9399585
--- /dev/null
+++ b/apps/iatlas/app/R/io_target_distributions_server.R
@@ -0,0 +1,75 @@
+io_target_distributions_server <- function(
+ id,
+ cohort_obj,
+ mock_event_data = shiny::reactive(NULL)
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ url_gene <- shiny::reactive({
+ query <- shiny::parseQueryString(session$clientData$url_search)
+ get_gene_from_url(query)
+ })
+
+ default_gene <- shiny::reactive({
+ if(is.na(url_gene())) return(NULL)
+ else return(url_gene())
+ })
+
+ sample_data_function <- shiny::reactive({
+ function(.feature){
+
+ cohort_obj()$get_gene_values(entrez = as.integer(.feature)) %>%
+ dplyr::select(
+ "sample_name",
+ "group_name" = "group_short_name",
+ "feature_name" = "entrez",
+ "feature_display" = "hgnc",
+ "feature_value" = "rna_seq_expr"
+ ) %>%
+ dplyr::mutate(
+ "dataset_name" = cohort_obj()$dataset_names,
+ "feature_name" = as.character(.data$feature_name)
+ )
+ }
+ })
+
+ feature_data <- shiny::reactive({
+ iatlasGraphQLClient::query_io_targets() %>%
+ dplyr::select(
+ "feature_name" = "entrez",
+ "feature_display" = "hgnc",
+ "Pathway" = "pathway",
+ "Therapy Type" = "therapy_type"
+ ) %>%
+ dplyr::mutate("feature_name" = as.character(.data$feature_name))
+ })
+
+ group_data <- shiny::reactive({
+ cohort_obj()$group_tbl %>%
+ dplyr::select(
+ "group_name" = "short_name",
+ "group_description" = "characteristics",
+ "group_color" = "color"
+ ) %>%
+ dplyr::mutate("group_display" = .data$group_name)
+ })
+
+ result <- iatlas.modules::distributions_plot_server(
+ "distplot",
+ sample_data_function,
+ feature_data = feature_data,
+ group_data = group_data,
+ feature_default = default_gene,
+ distplot_xlab = shiny::reactive(cohort_obj()$group_display),
+ scale_method_default = shiny::reactive("Log10"),
+ drilldown = shiny::reactive(T),
+ mock_event_data = mock_event_data
+ )
+
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/io_target_distributions_ui.R b/apps/iatlas/app/R/io_target_distributions_ui.R
new file mode 100644
index 0000000000..bba50800d8
--- /dev/null
+++ b/apps/iatlas/app/R/io_target_distributions_ui.R
@@ -0,0 +1,9 @@
+io_target_distributions_ui <- function(id) {
+ ns <- shiny::NS(id)
+ iatlas.modules::distributions_plot_ui(
+ ns("distplot"),
+ html = shiny::includeMarkdown(
+ get_markdown_path("io_target_dist")
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/io_target_functions.R b/apps/iatlas/app/R/io_target_functions.R
new file mode 100644
index 0000000000..37dd4b5bb2
--- /dev/null
+++ b/apps/iatlas/app/R/io_target_functions.R
@@ -0,0 +1,33 @@
+
+get_gene_from_url <- function(url_query){
+ gene <- url_query[['gene']]
+ if (!is.null(gene)) return(gene)
+ return(NA)
+}
+
+build_io_target_dt_tbl <- function(tbl){
+ tbl %>%
+ dplyr::select(
+ Hugo = .data$hgnc,
+ `Entrez ID` = .data$entrez,
+ `Friendly Name` = .data$io_landscape_name,
+ Pathway = .data$pathway,
+ `Therapy Type` = .data$therapy_type,
+ Description = .data$description,
+ ) %>%
+ dplyr::mutate(`Link to IO Landscape` = create_io_landscape_links(
+ .data$`Friendly Name`
+ ))
+}
+
+create_io_landscape_links <- function(io_gene_names){
+ stringr::str_c(
+ "",
+ io_gene_names,
+ " "
+ )
+}
diff --git a/apps/iatlas/app/R/io_targets_server.R b/apps/iatlas/app/R/io_targets_server.R
new file mode 100644
index 0000000000..42dcbe4bbb
--- /dev/null
+++ b/apps/iatlas/app/R/io_targets_server.R
@@ -0,0 +1,24 @@
+io_targets_server <- function(
+ id,
+ cohort_obj
+){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ call_module_server(
+ "distributions",
+ cohort_obj,
+ server_function = io_target_distributions_server,
+ ui_function = io_target_distributions_ui
+ )
+
+ call_module_server(
+ "datatable",
+ cohort_obj,
+ server_function = io_target_datatable_server,
+ ui_function = io_target_datatable_ui
+ )
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/io_targets_ui.R b/apps/iatlas/app/R/io_targets_ui.R
new file mode 100644
index 0000000000..5021d918d8
--- /dev/null
+++ b/apps/iatlas/app/R/io_targets_ui.R
@@ -0,0 +1,20 @@
+io_targets_ui <- function(id) {
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox("CRI iAtlas Explorer — IO Targets"),
+ iatlas.modules::textBox(
+ width = 12,
+ shiny::includeMarkdown(get_markdown_path("io_target"))
+ ),
+ iatlas.modules::sectionBox(
+ title = "IO Target Gene Expression Distributions",
+ module_ui(ns("distributions"))
+ ),
+ iatlas.modules::sectionBox(
+ title = "IO Target Annotations",
+ module_ui(ns("datatable"))
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/kmplot.R b/apps/iatlas/app/R/kmplot.R
new file mode 100644
index 0000000000..ff74553978
--- /dev/null
+++ b/apps/iatlas/app/R/kmplot.R
@@ -0,0 +1,28 @@
+create_kmplot <- function(fit, df, confint, risktable, title, group_colors, show_pval = FALSE, show_pval_method = FALSE, facet = FALSE) {
+
+ if(facet ==FALSE){
+ survminer::ggsurvplot(
+ fit,
+ data = df,
+ conf.int = confint,
+ risk.table = risktable,
+ title = title,
+ palette = group_colors,
+ pval = show_pval,
+ pval.method = show_pval_method,
+ )
+ }else{
+ survminer::ggsurvplot_list(
+ fit,
+ data = df,
+ pval = show_pval,
+ pval.method = show_pval_method,
+ conf.int = confint,
+ risk.table = risktable,
+ title = title,
+ palette = group_colors
+ )
+ }
+
+}
+
diff --git a/apps/iatlas/app/R/model_selection_functions.R b/apps/iatlas/app/R/model_selection_functions.R
new file mode 100644
index 0000000000..42637a6be6
--- /dev/null
+++ b/apps/iatlas/app/R/model_selection_functions.R
@@ -0,0 +1,34 @@
+
+get_items_from_numeric_covariate_output <- function(output, name){
+ output %>%
+ purrr::discard(purrr::map_lgl(., is.null)) %>%
+ purrr::map(purrr::pluck, name) %>%
+ unlist() %>%
+ unname()
+}
+
+get_names_from_categorical_covariate_output <- function(output){
+ output %>%
+ purrr::discard(purrr::map_lgl(., is.null)) %>%
+ unlist() %>%
+ unname()
+}
+
+create_numerical_covariate_string <- function(
+ covs,
+ transforms,
+ transform_func
+){
+ if (any(is.null(covs), is.null(transforms))) return(NULL)
+ covs %>%
+ purrr::map2_chr(transforms, transform_func) %>%
+ stringr::str_c(collapse = " + ")
+}
+
+create_covariate_string <- function(prefix_str, num_str, cat_str){
+ list(prefix_str, num_str, cat_str) %>%
+ purrr::discard(., purrr::map_lgl(., is.null)) %>%
+ paste0(collapse = " + ")
+}
+
+
diff --git a/apps/iatlas/app/R/model_selection_server.R b/apps/iatlas/app/R/model_selection_server.R
new file mode 100644
index 0000000000..80d6823ffc
--- /dev/null
+++ b/apps/iatlas/app/R/model_selection_server.R
@@ -0,0 +1,162 @@
+model_selection_server <- function(
+ id,
+ numerical_covariate_tbl,
+ categorical_covariate_tbl,
+ model_string_prefix,
+ model_formula_prefix = shiny::reactive("response ~ status")
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ # numeric covariate ui --------------------------------------------------
+
+ numerical_covariate_list <- shiny::reactive({
+ iatlas.modules::create_nested_named_list(
+ numerical_covariate_tbl(),
+ names_col1 = "class",
+ names_col2 = "display",
+ values_col = "feature"
+ )
+ })
+
+ numeric_covariate_module <- shiny::reactive({
+ purrr::partial(
+ iatlas.modules2::numeric_model_covariate_element_server,
+ covariate_list = numerical_covariate_list
+ )
+ })
+
+ numeric_covariate_module_ui <- shiny::reactive(
+ iatlas.modules2::numeric_model_covariate_element_ui
+ )
+
+ numeric_covariate_output <- iatlas.modules2::insert_remove_element_server(
+ "select_numeric_covariate",
+ element_module = numeric_covariate_module,
+ element_module_ui = numeric_covariate_module_ui
+ )
+
+ numerical_covariates <- shiny::reactive({
+ numeric_covariate_output() %>%
+ shiny::reactiveValuesToList(.) %>%
+ get_items_from_numeric_covariate_output(
+ .,
+ "covariate_choice_name"
+ )
+ })
+
+ numerical_transformations <- shiny::reactive({
+ numeric_covariate_output() %>%
+ shiny::reactiveValuesToList(.) %>%
+ get_items_from_numeric_covariate_output(
+ .,
+ "transformation_choice"
+ )
+ })
+
+ numerical_display_string <- shiny::reactive({
+ if(is.null(numerical_covariates())) return(NULL)
+ if(is.null(numerical_transformations())) return(NULL)
+ covs <- numerical_covariate_tbl() %>%
+ dplyr::filter(.data$feature %in% numerical_covariates()) %>%
+ dplyr::pull("display") %>%
+ stringr::str_c(collapse = " + ")
+
+ create_numerical_covariate_string(
+ covs,
+ numerical_transformations(),
+ iatlas.modules::transform_feature_string
+ )
+ })
+
+ numerical_formula_string <- shiny::reactive({
+ if(is.null(numerical_covariates())) return(NULL)
+ if(is.null(numerical_transformations())) return(NULL)
+
+ create_numerical_covariate_string(
+ numerical_covariates(),
+ numerical_transformations(),
+ iatlas.modules::transform_feature_formula
+ )
+ })
+
+ # categorical covariate ui ----------------------------------------------
+
+ categorical_covariate_list <- shiny::reactive({
+ iatlas.modules::create_nested_named_list(
+ categorical_covariate_tbl(),
+ names_col1 = "class",
+ names_col2 = "display",
+ values_col = "feature"
+ )
+ })
+
+ categorical_covariate_module <- shiny::reactive({
+ purrr::partial(
+ iatlas.modules2::categorical_model_covariate_element_server,
+ covariate_list = categorical_covariate_list
+ )
+ })
+
+ categorical_covariate_module_ui <- shiny::reactive(
+ iatlas.modules2::categorical_model_covariate_element_ui
+ )
+
+ categorical_covariate_output <- iatlas.modules2::insert_remove_element_server(
+ "select_categorical_covariate",
+ element_module = categorical_covariate_module,
+ element_module_ui = categorical_covariate_module_ui
+ )
+
+ categorical_covariates <- shiny::reactive({
+ categorical_covariate_output() %>%
+ shiny::reactiveValuesToList(.) %>%
+ get_names_from_categorical_covariate_output()
+ })
+
+ categorical_display_string <- shiny::reactive({
+ if(is.null(categorical_covariates())) return(NULL)
+ categorical_covariate_tbl() %>%
+ dplyr::filter(.data$feature %in% categorical_covariates()) %>%
+ dplyr::pull("display") %>%
+ stringr::str_c(collapse = " + ")
+ })
+
+ categorical_formula_string <- shiny::reactive({
+ if(is.null(categorical_covariates())) return(NULL)
+ stringr::str_c(categorical_covariates(), collapse = " + ")
+ })
+
+ # combine covariataes into output ---------------------------------------
+
+ display_string <- shiny::reactive({
+ req(model_string_prefix())
+ create_covariate_string(
+ model_string_prefix(),
+ numerical_display_string(),
+ categorical_display_string()
+ )
+ })
+
+ formula_string <- shiny::reactive({
+ req(model_formula_prefix)
+ create_covariate_string(
+ model_formula_prefix(),
+ numerical_formula_string(),
+ categorical_formula_string()
+ )
+ })
+
+ shiny::reactive({
+ list(
+ "categorical_covariates" = categorical_covariates(),
+ "numerical_covariates" = numerical_covariates(),
+ "numerical_transformations" = numerical_transformations(),
+ "display_string" = display_string(),
+ "formula_string" = formula_string()
+ )
+ })
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/model_selection_ui.R b/apps/iatlas/app/R/model_selection_ui.R
new file mode 100644
index 0000000000..9af927f1bb
--- /dev/null
+++ b/apps/iatlas/app/R/model_selection_ui.R
@@ -0,0 +1,24 @@
+model_selection_ui <- function(id){
+
+ ns <- shiny::NS(id)
+
+ shiny::fluidRow(
+ iatlas.modules::optionsBox(
+ width = 12,
+ shiny::column(
+ width = 12,
+ iatlas.modules2::insert_remove_element_ui(
+ ns("select_numeric_covariate"),
+ "Add numerical covariate"
+ )
+ ),
+ shiny::column(
+ width = 12,
+ iatlas.modules2::insert_remove_element_ui(
+ ns("select_categorical_covariate"),
+ "Add categorical covariate"
+ )
+ )
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/module_ui.R b/apps/iatlas/app/R/module_ui.R
new file mode 100644
index 0000000000..ab795540ad
--- /dev/null
+++ b/apps/iatlas/app/R/module_ui.R
@@ -0,0 +1,4 @@
+module_ui <- function(id) {
+ ns <- shiny::NS(id)
+ shiny::uiOutput(ns("ui"))
+}
diff --git a/apps/iatlas/app/R/sc_bubbleplot_server.R b/apps/iatlas/app/R/sc_bubbleplot_server.R
new file mode 100644
index 0000000000..7e6c1aad2c
--- /dev/null
+++ b/apps/iatlas/app/R/sc_bubbleplot_server.R
@@ -0,0 +1,65 @@
+sc_bubbleplot_server <- function(
+ id,
+ cohort_obj
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ bubble_df <- shiny::reactive(arrow::read_feather("inst/feather/bubble_plot_df.feather"))
+
+ shiny::observe({
+ # shiny::req(bubble_df())
+ shiny::updateSelectizeInput(
+ session,
+ "genes",
+ choices = unique(bubble_df()$gene),
+ selected = c("CTLA4", "PDCD1", "LAG3"),
+ server = TRUE
+ )
+ })
+
+ plot_df <- shiny::reactive({
+ shiny::req(bubble_df(), input$genes)
+ plot_df <- dplyr::filter(bubble_df(), gene %in% input$genes) %>%
+ dplyr::mutate(show_text = paste(
+ paste0("% cells with expression for gene: ", round(perc_expr, 3)*100, "%"),
+ paste("Average value:", round(avg, 3)), sep = "\n"
+ ))
+ })
+
+ bubble_plot_ggplot <- function(df){
+
+ df %>%
+ ggplot2::ggplot(aes(x=cell_type, y=gene, text = show_text, size=perc_expr, color=avg, fill = avg)) +
+ ggplot2::geom_point(aes(color=avg), pch = 21) +
+ ggplot2::scale_color_viridis_c(option = "viridis") +
+ ggplot2::scale_fill_viridis_c(option = "viridis") +
+ ggplot2::theme_minimal() +
+ ggplot2::ylab("Gene Symbol") +
+ ggplot2::xlab("Cell type") +
+ ggplot2::theme(strip.text = ggplot2::element_text(size = 12),
+ axis.text.x = ggplot2::element_text(size = 10, angle = 315, hjust = 1, vjust = 0.5),
+ title = ggplot2::element_text(size = 12),
+ panel.spacing.y = unit(3, "lines"))+
+ ggplot2::facet_wrap(~dataset, ncol = 1)
+ }
+
+
+ output$bubble_plot <- plotly::renderPlotly({
+ shiny::req(plot_df())
+ datasets <- unique(plot_df()$dataset)
+
+ plotly::ggplotly(bubble_plot_ggplot(plot_df()), tooltip = "show_text", source = "bubbleplot")%>%
+ plotly::layout(
+ font = list(
+ family = "Roboto, Open Sans, sans-serif")
+ )
+ })
+
+
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/sc_bubbleplot_ui.R b/apps/iatlas/app/R/sc_bubbleplot_ui.R
new file mode 100644
index 0000000000..6aad6039f8
--- /dev/null
+++ b/apps/iatlas/app/R/sc_bubbleplot_ui.R
@@ -0,0 +1,33 @@
+sc_bubbleplot_ui <- function(id){
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::messageBox(
+ width = 24,
+ shiny::p("See the percentage of cells from a given type that have counts for selected genes with average expression values.")
+ ),
+ shiny::verticalLayout(
+ # shiny::column(
+ #width = 3,
+ iatlas.modules::optionsBox(
+ width=24,
+ #shiny::uiOutput(ns("select_cells")),
+ shiny::selectizeInput(
+ ns("genes"),
+ label = "Select or Search for genes",
+ choices = NULL,
+ multiple = TRUE
+ )
+ #)
+ ),
+ # shiny::column(
+ # width = 9,
+ iatlas.modules::plotBox(
+ width=24,
+ plotly::plotlyOutput(ns("bubble_plot"))
+ )
+ # )
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/sc_immune_features_distribution_server.R b/apps/iatlas/app/R/sc_immune_features_distribution_server.R
new file mode 100644
index 0000000000..d5de340d22
--- /dev/null
+++ b/apps/iatlas/app/R/sc_immune_features_distribution_server.R
@@ -0,0 +1,244 @@
+sc_immune_features_distribution_server <- function(id, cohort_obj, gsea_df, feature_op){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ output$excluded_dataset <- shiny::renderText({
+ if(all(cohort_obj()$dataset_displays %in% unique(cohort_obj()$group_tbl$dataset_display))){
+ ""
+ }else{
+ excluded_datasets <- setdiff(cohort_obj()$dataset_displays, unique(cohort_obj()$group_tbl$dataset_display))
+ paste(
+ paste(excluded_datasets, collapse = ", "),
+ " not included because all samples were filtered in SC Cohort Selection."
+ )
+ }
+ })
+
+ dataset_display <- reactive({
+ shiny::req(cohort_obj())
+ setNames(cohort_obj()$dataset_displays, cohort_obj()$dataset_names)
+ })
+
+ plot_function <- shiny::reactive({
+ switch(
+ input$plot_type,
+ "Violin" = create_violinplot,
+ "Box" = create_boxplot
+ )
+ })
+
+ output$feature_op <- shiny::renderUI({
+ shiny::selectInput(
+ ns("var1_surv"),
+ "Select Feature",
+ choices = feature_op %>% create_nested_list_by_class()
+ )
+ })
+
+ output$group2 <- renderUI({
+ shiny::checkboxInput(
+ ns("groupvar2"),
+ "Stratify cell types by group",
+ value = TRUE
+ )
+ })
+
+ output$ui_stat <- shiny::renderUI({
+ req(cohort_obj(), input$groupvar2)
+ if(cohort_obj()$group_name == "Sample_Treatment" & (input$groupvar2 == TRUE)){
+ radioButtons(ns("paired"), "Sample type", choices = c("Independent", "Paired"), inline = TRUE, selected = "Paired")
+ }else{
+ radioButtons(ns("paired"), "Sample type", choices = c("Independent", "Paired"), inline = TRUE, selected = "Independent")
+ }
+ })
+
+
+ varible_display_name <- shiny::reactive({
+ convert_value_between_columns(input_value = input$var1_surv,
+ df = feature_op,
+ from_column = "name",
+ to_column = "display")
+ })
+
+ varible_plot_label <- shiny::reactive({
+ switch(
+ input$scale_method,
+ "None" = varible_display_name(),
+
+ "Log2" = stringr::str_c(
+ "Log2( ",
+ varible_display_name(),
+ " )"),
+
+ "Log2 + 1" = stringr::str_c(
+ "Log2( ",
+ varible_display_name(),
+ " + 1 )"),
+
+ "Log10" = stringr::str_c(
+ "Log10( ",
+ varible_display_name(),
+ " )"),
+
+ "Log10 + 1" = stringr::str_c(
+ "Log10( ",
+ varible_display_name(),
+ " + 1 )")
+ )
+ })
+
+ df_selected <- shiny::reactive({
+ shiny::req(gsea_df(), input$var1_surv)
+
+ samples <- gsea_df() %>%
+ build_distribution_io_df(., "feature_value", input$scale_method)
+
+ if(input$groupvar2){
+ samples <- samples %>%
+ dplyr::left_join(dplyr::select(cohort_obj()$sample_tbl, sample_name, group_name), by = dplyr::join_by("sample_name")) %>%
+ dplyr::mutate(group_name = paste(group, group_name, sep = " - ")) %>%
+ dplyr::select("feature_name", "feature_value", "dataset_name", "sample_name", "group" = group_name, "y")
+ }
+ samples
+ })
+
+ dataset_displays <- shiny::reactive({
+ names_datasets <- unique(df_selected()$dataset_name)
+ setNames(names_datasets, names_datasets)
+ })
+
+ group_colors <- shiny::reactive({
+ shiny::req(df_selected())
+ group_colors <- grDevices::colorRampPalette(RColorBrewer::brewer.pal(12, "Set3"))(dplyr::n_distinct(df_selected()$group))
+ setNames(group_colors, unique(df_selected()$group))
+ })
+
+ # xlabel <- shiny::reactive({
+ # if(is_false(input$groupvar2)) "Cell Type"
+ # else paste("Cell Type", cohort_obj()$group_display, sep = " - ")
+ # })
+
+ output$dist_plots <- plotly::renderPlotly({
+ shiny::req(df_selected())
+
+ all_plots <- purrr::map(.x = dataset_displays(),
+ .f = function(x){
+ plot_function()(df = dplyr::filter(df_selected(), dataset_name == x),
+ x_col = "group",
+ y_col = "y",
+ #xlab = xlabel(),
+ ylab = varible_plot_label(),
+ custom_data = as.character(x),
+ fill_colors = group_colors(),
+ #source = "p1",
+ showlegend = F) %>%
+ add_title_subplot_plotly(dataset_display()[[x]]) %>%
+ plotly::layout(
+ xaxis = list(automargin = TRUE,
+ tickangle = 80,
+ categoryorder = input$reorder_method_choice
+ ),
+ margin = list(b = 10),
+ plot_bgcolor = "rgb(250, 250, 250)"
+ )
+ })
+
+ s <- plotly::subplot(all_plots, shareX = TRUE, shareY = TRUE, nrows = 1, margin = c(0.01, 0.01, 0.01, 0.7))
+
+ s$x$source <- "distPlots"
+ s
+ })
+
+ output$download_tbl <- downloadHandler(
+ filename = function() stringr::str_c("distplot-", Sys.Date(), ".csv"),
+ content = function(con) readr::write_csv(df_selected(), con)
+ )
+
+ paired_test <- shiny::reactive({
+ shiny::req(input$paired)
+ switch(
+ input$paired,
+ "Paired" = TRUE,
+ "Independent" = FALSE
+ )
+ })
+
+ test_function <- shiny::reactive({
+ switch(
+ input$stattest,
+ "t-test" = t.test,
+ "Wilcox" = wilcox.test
+ )
+ })
+
+ test_summary_table <- reactive({
+ shiny::req(df_selected())
+ shiny::validate(
+ shiny::need(nrow(df_selected())>0, "Variable not annotated in the selected dataset(s).")
+ )
+
+ purrr::map_dfr(.x = unique(df_selected()$dataset_name),
+ df = df_selected(),
+ group_to_split = "group",
+ sel_feature = "y",
+ paired = paired_test(),
+ test = test_function(),
+ label = group,
+ dataset_title = dataset_display(),
+ .f = get_stat_test)
+ })
+
+ output$stats1 <- DT::renderDataTable(
+ # shiny::req(test_summary_table())
+ test_summary_table(),
+ options = list(
+ order = list(list(7, 'desc'))
+ )
+ )
+
+ output$download_test <- downloadHandler(
+ filename = function() stringr::str_c("test_results-", Sys.Date(), ".csv"),
+ content = function(con) readr::write_csv(test_summary_table(), con)
+ )
+
+ drilldown_df <- reactive({
+ shiny::req(df_selected())
+
+ eventdata <- plotly::event_data("plotly_click", source = "distPlots")
+ shiny::validate(need(!is.null(eventdata), "Click plot above"))
+
+ clicked_group <- gsub("Explore in CELLxGENE ",
+ "Explore in CELLxGENE ",
+ "Explore in CELLxGENE ",
+ "Explore in CELLxGENE ",
+ "Explore in Single Cell Portal ",
+ ""),
+ c("MSK", "Vanderbilt", "Krishna_2021", "Li_2022", "Bi_2021", "Shiao_2024")))
+
+
+ group_colors <- shiny::eventReactive(input$plot_button,{
+ #shiny::req(umap_df(), color_criteria())
+ group_colors <- grDevices::colorRampPalette(RColorBrewer::brewer.pal(12, "Set3"))(dplyr::n_distinct(umap_df()$cell_type))
+ setNames(group_colors, unique(umap_df()$cell_type))
+ })
+
+
+ output$umap_plot <- plotly::renderPlotly({
+ shiny::req(umap_df(), group_colors())
+
+ datasets <- unique(umap_df()$dataset_name)
+
+ all_plots <- purrr::map(.x = datasets,
+ .f = function(x){
+ umap_df() %>%
+ dplyr::filter(dataset_name == x) %>%
+ plotly::plot_ly(
+ x = ~ umap_1,
+ y = ~ umap_2,
+ type = "scatter",
+ color = ~(dplyr::filter(umap_df(), dataset_name == x))$cell_type,
+ colors = group_colors(),
+ mode = "markers",
+ height = "600",
+ showlegend = FALSE
+ )%>%
+ add_title_subplot_plotly(names(dataset_display()[dataset_display() == datasets]))%>%
+ plotly::layout(
+ xaxis = list(zeroline = F,
+ showgrid = F,
+ showticklabels = F),
+ yaxis = list(zeroline = F,
+ showgrid = F,
+ showticklabels = F),
+ margin = list(b = 10, t = 70),
+ plot_bgcolor = "rgb(250, 250, 250)"
+ ) %>%
+ plotly::add_annotations(
+ x = 1,
+ xref = "paper",
+ xanchor = "right",
+ y = 1,
+ yref = "paper",
+ yanchor = "bottom",
+ text = link_to_cellxgene()[[x]],
+ showarrow = FALSE
+ )
+ })
+ plotly::subplot(all_plots, nrows = length(datasets), shareX = FALSE, titleX = FALSE, titleY= FALSE, margin = 0.1)
+
+ })
+
+
+ plot_legend <- shiny::reactive({
+ tbl <- dplyr::distinct(
+ data.frame(
+ b = group_colors(),
+ a = names(group_colors())
+ ))
+
+ DT::datatable(
+ tbl,
+ rownames = FALSE,
+ class = "",
+ callback = DT::JS("$('table.dataTable.no-footer').css('border-bottom', 'none');"),
+ options = list(
+ dom = 't',
+ lengthChange = FALSE,
+ headerCallback = DT::JS(
+ "function(thead, data, start, end, display){",
+ " $(thead).remove();",
+ "}")
+ )
+ ) %>%
+ DT::formatStyle('b', backgroundColor = DT::styleEqual(tbl$b, tbl$b)) %>%
+ DT::formatStyle('b', color = DT::styleEqual(tbl$b, tbl$b))
+
+ })
+
+ output$legend <- DT::renderDT(plot_legend())
+
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/sc_umap_ui.R b/apps/iatlas/app/R/sc_umap_ui.R
new file mode 100644
index 0000000000..8bc38fba11
--- /dev/null
+++ b/apps/iatlas/app/R/sc_umap_ui.R
@@ -0,0 +1,57 @@
+sc_umap_ui <- function(id){
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox(
+ "iAtlas Explorer — UMAP Viewer of Single cell RNA-Seq data"
+ ),
+ iatlas.modules::textBox(
+ width = 24,
+ shiny::p("Explore UMAP visualizations of single-cell RNA-Seq datasets.")
+ ),
+ iatlas.modules::messageBox(
+ width = 24,
+ shiny::p("Explore UMAP visualizations of single-cell RNA-Seq datasets. Links for visualizations on CELLxGENE are provided for further exploration.")
+ ),
+ iatlas.modules::optionsBox(
+ width=24,
+ shiny::column(
+ width = 4,
+ shiny::uiOutput(ns("select_dataset"))
+ ),
+
+ shiny::column(
+ width = 6,
+ style = "margin-top: 10px;",
+ shiny::actionButton(
+ ns("plot_button"),
+ "Plot UMAP"
+ )
+ # shiny::selectInput(
+ # ns("color"),
+ # label = "Color by",
+ # choices = c("Cell Type"="cell_type", "Type" = "type"),
+ # selected = "cell_type",
+ # multiple = FALSE
+ # )
+ )
+ ),
+ iatlas.modules::plotBox(
+ width=24,
+ shiny::column(
+ width = 10,
+ plotly::plotlyOutput(ns("umap_plot"),
+ height = "600px") %>%
+ shinycssloaders::withSpinner(.)
+ ),
+ shiny::column(
+ width = 2,
+ div(
+ DT::DTOutput(ns("legend")),
+ style = "font-size: 70%"
+ )
+ )
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/scatterplot.R b/apps/iatlas/app/R/scatterplot.R
new file mode 100644
index 0000000000..fa757ad618
--- /dev/null
+++ b/apps/iatlas/app/R/scatterplot.R
@@ -0,0 +1,99 @@
+create_scatterplot <- function(
+ df,
+ x_col = "x",
+ y_col = "y",
+ key_col = NA,
+ color_col = NA,
+ size_col = NA,
+ label_col = NA,
+ xlab = "",
+ ylab = "",
+ title = "",
+ identity_line = FALSE,
+ source_name = NULL,
+ fill_colors = NULL,
+ show_legend = TRUE,
+ horizontal_line = FALSE,
+ horizontal_line_y = NULL) {
+
+ if(is.na(key_col)) key_col <- x_col
+ if(is.na(color_col)) color_col <- x_col
+ if(is.na(label_col)) label_col <- x_col
+
+ p <-
+ wrapr::let(
+ alias = c(
+ X = x_col,
+ Y = y_col,
+ KEY = key_col,
+ COLOR = color_col,
+ LABEL = label_col),
+ plotly::plot_ly(
+ df,
+ x = ~X,
+ y = ~Y,
+ color = ~COLOR,
+ colors = fill_colors,
+ showlegend = show_legend,
+ legendgroup = ~COLOR,
+ text = ~LABEL,
+ key = ~KEY,
+ source = source_name) %>%
+ plotly::add_markers(
+ alpha = 0.5,
+ hoverinfo = 'text',
+ text = ~LABEL,
+ textposition = 'top left'
+ ))
+
+ p <- p %>%
+ plotly::layout(
+ title = title,
+ xaxis = list(title = xlab),
+ yaxis = list(title = ylab)
+ )
+
+ if (horizontal_line) {
+ p <- p %>%
+ plotly::layout(
+ shapes = list(
+ type = "line",
+ x0 = min(df[[x_col]]),
+ y0 = horizontal_line_y,
+ x1 = max(df[[x_col]]),
+ y1 = horizontal_line_y,
+ line = list(color = "black", dash = "dot", alpha = 0.5)
+ ))
+ }
+
+
+ if (!is.na(size_col)) {
+ p <- p %>%
+ plotly::add_trace(df,
+ x = ~X,
+ y = ~Y,
+ color = ~COLOR,
+ size = ~size_col)
+
+ }
+
+ if (identity_line) {
+ p %>%
+ plotly::layout(
+ shapes = list(
+ type = "line",
+ x0 = 0,
+ y0 = 0,
+ x1 = 1,
+ y1 = 1,
+ line = list(color = "black", dash = "dot", alpha = 0.5)
+ ),
+ xaxis = list(range(0, 1)),
+ yaxis = list(range(0, 1))
+ ) %>%
+ format_plotly()
+ } else {
+ p %>%
+ format_plotly()
+ }
+}
diff --git a/apps/iatlas/app/R/til_map_datatable_functions.R b/apps/iatlas/app/R/til_map_datatable_functions.R
new file mode 100644
index 0000000000..51892c5277
--- /dev/null
+++ b/apps/iatlas/app/R/til_map_datatable_functions.R
@@ -0,0 +1,15 @@
+
+#' Create Tilmap Slide Link
+#'
+#' @param slide_barcodes A vector of strings
+create_tm_slide_link <- function(slide_barcodes){
+ paste0(
+ "",
+ slide_barcodes,
+ " "
+ )
+}
diff --git a/apps/iatlas/app/R/til_map_datatable_server.R b/apps/iatlas/app/R/til_map_datatable_server.R
new file mode 100644
index 0000000000..3348d90002
--- /dev/null
+++ b/apps/iatlas/app/R/til_map_datatable_server.R
@@ -0,0 +1,62 @@
+til_map_datatable_server <- function(id, cohort_obj) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ patient_tbl <- shiny::reactive({
+ patient_tbl <-
+ iatlasGraphQLClient::query_sample_patients(
+ samples = cohort_obj()$sample_tbl$sample_name
+ ) %>%
+ dplyr::select("sample_name", "patient_name")
+ })
+
+ slide_tbl <- shiny::reactive({
+ slide_tbl <-
+ iatlasGraphQLClient::query_patient_slides(
+ samples = cohort_obj()$sample_tbl$sample_name
+ ) %>%
+ dplyr::select("patient_name", "slide_name") %>%
+ tidyr::drop_na()
+ })
+
+ feature_tbl <- shiny::reactive({
+ feature_tbl <-
+ cohort_obj()$get_feature_values(feature_classes = "TIL Map Characteristic") %>%
+ dplyr::mutate(
+ "feature_value" = round(.data$feature_value, digits = 1)
+ ) %>%
+ dplyr::select("sample_name", "feature_display", "feature_value") %>%
+ tidyr::pivot_wider(
+ .,
+ names_from = "feature_display",
+ values_from = "feature_value"
+ )
+ })
+
+
+ tilmap_tbl <- shiny::reactive({
+
+ shiny::req(patient_tbl(), slide_tbl(), feature_tbl())
+
+ sample_tbl <- cohort_obj()$sample_tbl
+
+ tilmap_tbl <-
+ dplyr::inner_join(sample_tbl, patient_tbl(), by = "sample_name") %>%
+ dplyr::inner_join(feature_tbl(), by = "sample_name") %>%
+ dplyr::inner_join(slide_tbl(), by = "patient_name") %>%
+ dplyr::select(-"patient_name") %>%
+ dplyr::mutate("Image" = create_tm_slide_link(.data$slide_name)) %>%
+ dplyr::select(- "slide_name") %>%
+ dplyr::select(
+ "Sample" = "sample_name",
+ "Selected Group" = "group_name",
+ "Image",
+ dplyr::everything()
+ )
+ })
+
+ data_table_server("til_table", tilmap_tbl, escape = F)
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/til_map_datatable_ui.R b/apps/iatlas/app/R/til_map_datatable_ui.R
new file mode 100644
index 0000000000..e116674f45
--- /dev/null
+++ b/apps/iatlas/app/R/til_map_datatable_ui.R
@@ -0,0 +1,13 @@
+til_map_datatable_ui <- function(id) {
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ data_table_ui(
+ ns("til_table"),
+ message_html = shiny::includeMarkdown(
+ get_markdown_path("tilmap_table")
+ ),
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/til_map_distributions_server.R b/apps/iatlas/app/R/til_map_distributions_server.R
new file mode 100644
index 0000000000..433c602be5
--- /dev/null
+++ b/apps/iatlas/app/R/til_map_distributions_server.R
@@ -0,0 +1,60 @@
+til_map_distributions_server <- function(
+ id,
+ cohort_obj,
+ mock_event_data = shiny::reactive(NULL)
+){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ ns <- session$ns
+
+ sample_data_function <- shiny::reactive({
+ function(.feature){
+ result <-
+ cohort_obj()$get_feature_values(features = .feature) %>%
+ dplyr::select(
+ "sample_name",
+ "group_name" = "group_short_name",
+ "feature_name",
+ "feature_display",
+ "feature_value",
+ "feature_order"
+ ) %>%
+ dplyr::mutate("dataset_name" = cohort_obj()$dataset_names)
+ }
+ })
+
+ feature_data <- shiny::reactive({
+ cohort_obj()$feature_tbl %>%
+ dplyr::filter(.data$class %in% "TIL Map Characteristic") %>%
+ dplyr::select(
+ "feature_name" = "name",
+ "feature_display" = "display",
+ "feature_class" = "class"
+ )
+ })
+
+ group_data <- shiny::reactive({
+ cohort_obj()$group_tbl %>%
+ dplyr::select(
+ "group_name" = "short_name",
+ "group_description" = "characteristics",
+ "group_color" = "color"
+ ) %>%
+ dplyr::mutate("group_display" = .data$group_name)
+ })
+
+ result <- iatlas.modules::distributions_plot_server(
+ id = "distplot",
+ sample_data_function = sample_data_function,
+ feature_data = feature_data,
+ group_data = group_data,
+ distplot_xlab = shiny::reactive(cohort_obj()$group_display),
+ drilldown = shiny::reactive(T),
+ mock_event_data = mock_event_data
+ )
+
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/til_map_distributions_ui.R b/apps/iatlas/app/R/til_map_distributions_ui.R
new file mode 100644
index 0000000000..195c5a11b8
--- /dev/null
+++ b/apps/iatlas/app/R/til_map_distributions_ui.R
@@ -0,0 +1,9 @@
+til_map_distributions_ui <- function(id) {
+ ns <- shiny::NS(id)
+ iatlas.modules::distributions_plot_ui(
+ ns("distplot"),
+ html = shiny::includeMarkdown(
+ get_markdown_path("tilmap_dist")
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/til_map_server.R b/apps/iatlas/app/R/til_map_server.R
new file mode 100644
index 0000000000..bcf35601f3
--- /dev/null
+++ b/apps/iatlas/app/R/til_map_server.R
@@ -0,0 +1,32 @@
+til_map_server <- function(
+ id,
+ cohort_obj
+){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ show_submodule <- shiny::reactive({
+ function(cohort_obj){
+ cohort_obj$has_classes("TIL Map Characteristic")
+ }
+ })
+
+ call_module_server(
+ "til_map_distributions",
+ cohort_obj,
+ test_function = show_submodule,
+ server_function = til_map_distributions_server,
+ ui_function = til_map_distributions_ui
+ )
+
+ call_module_server(
+ "til_map_datatable",
+ cohort_obj,
+ test_function = show_submodule,
+ server_function = til_map_datatable_server,
+ ui_function = til_map_datatable_ui
+ )
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/til_map_ui.R b/apps/iatlas/app/R/til_map_ui.R
new file mode 100644
index 0000000000..09cffb6bf6
--- /dev/null
+++ b/apps/iatlas/app/R/til_map_ui.R
@@ -0,0 +1,20 @@
+til_map_ui <- function(id) {
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox("CRI iAtlas Explorer — TIL Maps"),
+ iatlas.modules::textBox(
+ width = 12,
+ shiny::includeMarkdown(get_markdown_path("tilmap"))
+ ),
+ iatlas.modules::sectionBox(
+ title = "Distributions",
+ module_ui(ns("til_map_distributions"))
+ ),
+ iatlas.modules::sectionBox(
+ title = "TIL Map Annotations",
+ module_ui(ns("til_map_datatable"))
+ )
+ )
+}
diff --git a/apps/iatlas/app/R/tumor_microenvironment_cell_proportions_server.R b/apps/iatlas/app/R/tumor_microenvironment_cell_proportions_server.R
new file mode 100644
index 0000000000..e1e368a030
--- /dev/null
+++ b/apps/iatlas/app/R/tumor_microenvironment_cell_proportions_server.R
@@ -0,0 +1,61 @@
+tumor_microenvironment_cell_proportions_server <- function(
+ id,
+ cohort_obj,
+ mock_event_data = shiny::reactive(NULL)
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ sample_data_function <- shiny::reactive({
+ function(.feature_class){
+
+ result <-
+ cohort_obj()$get_feature_values(features = c(
+ "leukocyte_fraction", "Stromal_Fraction", "Tumor_fraction"
+ )) %>%
+ dplyr::select(
+ "sample_name",
+ "group_name" = "group_short_name",
+ "feature_name",
+ "feature_display",
+ "feature_value"
+ )
+ }
+ })
+
+ group_data <- shiny::reactive({
+ cohort_obj()$group_tbl %>%
+ dplyr::select(
+ "group_name" = "short_name",
+ "group_description" = "characteristics",
+ "group_color" = "color"
+ ) %>%
+ dplyr::mutate("group_display" = .data$group_name)
+ })
+
+
+ feature_data <- shiny::reactive({
+ cohort_obj()$feature_tbl %>%
+ dplyr::select(
+ "feature_name" = "name",
+ "feature_display" = "display"
+ )
+ })
+
+ result <- iatlas.modules::barplot_server(
+ "barplot",
+ sample_data_function,
+ group_data = group_data,
+ feature_data = feature_data,
+ barplot_xlab = shiny::reactive("Fraction type by group"),
+ barplot_ylab = shiny::reactive("Fraction mean"),
+ barplot_label = shiny::reactive("Fraction"),
+ drilldown = shiny::reactive(T),
+ y_feature_input = shiny::reactive("Leukocyte Fraction"),
+ x_feature_input = shiny::reactive("Stromal Fraction"),
+ mock_event_data = mock_event_data
+ )
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/tumor_microenvironment_cell_proportions_ui.R b/apps/iatlas/app/R/tumor_microenvironment_cell_proportions_ui.R
new file mode 100644
index 0000000000..88307f04b4
--- /dev/null
+++ b/apps/iatlas/app/R/tumor_microenvironment_cell_proportions_ui.R
@@ -0,0 +1,13 @@
+tumor_microenvironment_cell_proportions_ui <- function(id){
+ ns <- shiny::NS(id)
+ iatlas.modules::barplot_ui(
+ ns("barplot"),
+ barplot_html = shiny::includeMarkdown(
+ get_markdown_path("overall_cell_proportions1")
+ ),
+ drilldown_html = shiny::includeMarkdown(
+ get_markdown_path("overall_cell_proportions2")
+ )
+ )
+}
+
diff --git a/apps/iatlas/app/R/tumor_microenvironment_server.R b/apps/iatlas/app/R/tumor_microenvironment_server.R
new file mode 100644
index 0000000000..b417e962b4
--- /dev/null
+++ b/apps/iatlas/app/R/tumor_microenvironment_server.R
@@ -0,0 +1,49 @@
+tumor_microenvironment_server <- function(
+ id,
+ cohort_obj
+){
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ show_ocp_submodule <- shiny::reactive({
+ function(cohort_obj) {
+ cohort_obj$has_features(
+ c("leukocyte_fraction", "Stromal_Fraction", "Tumor_fraction")
+ )
+ }
+ })
+
+ call_module_server(
+ "tumor_microenvironment_cell_proportions",
+ cohort_obj,
+ test_function = show_ocp_submodule,
+ server_function = tumor_microenvironment_cell_proportions_server,
+ ui_function = tumor_microenvironment_cell_proportions_ui
+ )
+
+ show_ctf_submodule <- shiny::reactive({
+ function(cohort_obj){
+ fraction_classes <- c(
+ "Immune Cell Proportion - Common Lymphoid and Myeloid Cell Derivative Class",
+ "Immune Cell Proportion - Differentiated Lymphoid and Myeloid Cell Derivative Class",
+ "Immune Cell Proportion - Multipotent Progenitor Cell Derivative Class",
+ "Immune Cell Proportion - Original"
+ )
+ cohort_obj$has_classes(
+ classes = fraction_classes,
+ all_classes = F
+ )
+ }
+ })
+
+ call_module_server(
+ "tumor_microenvironment_type_fractions",
+ cohort_obj,
+ test_function = show_ctf_submodule,
+ server_function = tumor_microenvironment_type_fractions_server,
+ ui_function = tumor_microenvironment_type_fractions_ui
+ )
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/tumor_microenvironment_type_fractions_server.R b/apps/iatlas/app/R/tumor_microenvironment_type_fractions_server.R
new file mode 100644
index 0000000000..d9e4b8644c
--- /dev/null
+++ b/apps/iatlas/app/R/tumor_microenvironment_type_fractions_server.R
@@ -0,0 +1,68 @@
+tumor_microenvironment_type_fractions_server <- function(
+ id,
+ cohort_obj,
+ mock_event_data = shiny::reactive(NULL)
+) {
+ shiny::moduleServer(
+ id,
+ function(input, output, session) {
+
+ sample_data_function <- shiny::reactive({
+ function(.feature_class){
+ result <-
+ cohort_obj()$get_feature_values(
+ feature_classes = .feature_class
+ ) %>%
+ dplyr::select(
+ "sample_name",
+ "group_name" = "group_short_name",
+ "feature_name",
+ "feature_display",
+ "feature_value"
+ )
+ }
+ })
+
+ group_data <- shiny::reactive({
+ cohort_obj()$group_tbl %>%
+ dplyr::select(
+ "group_name" = "short_name",
+ "group_description" = "characteristics",
+ "group_color" = "color"
+ ) %>%
+ dplyr::mutate("group_display" = .data$group_name)
+ })
+
+
+ feature_data <- shiny::reactive({
+ cohort_obj()$feature_tbl %>%
+ dplyr::select(
+ "feature_name" = "name",
+ "feature_display" = "display",
+ "feature_class" = "class"
+ ) %>%
+ dplyr::filter(
+ .data$feature_class %in%
+ c(
+ "Immune Cell Proportion - Common Lymphoid and Myeloid Cell Derivative Class",
+ "Immune Cell Proportion - Differentiated Lymphoid and Myeloid Cell Derivative Class",
+ "Immune Cell Proportion - Multipotent Progenitor Cell Derivative Class",
+ "Immune Cell Proportion - Original"
+ )
+ )
+ })
+
+ result <- iatlas.modules::barplot_server(
+ "barplot",
+ sample_data_function,
+ group_data = group_data,
+ feature_data = feature_data,
+ barplot_xlab = shiny::reactive("Fraction type by group"),
+ barplot_ylab = shiny::reactive("Fraction mean"),
+ barplot_label = shiny::reactive("Fraction"),
+ drilldown = shiny::reactive(T),
+ mock_event_data = mock_event_data
+ )
+ }
+ )
+}
diff --git a/apps/iatlas/app/R/tumor_microenvironment_type_fractions_ui.R b/apps/iatlas/app/R/tumor_microenvironment_type_fractions_ui.R
new file mode 100644
index 0000000000..b51f2bc629
--- /dev/null
+++ b/apps/iatlas/app/R/tumor_microenvironment_type_fractions_ui.R
@@ -0,0 +1,10 @@
+tumor_microenvironment_type_fractions_ui <- function(id){
+
+ ns <- shiny::NS(id)
+ iatlas.modules::barplot_ui(
+ ns("barplot"),
+ barplot_html = shiny::includeMarkdown(
+ get_markdown_path("cell_type_fractions")
+ ),
+ )
+}
diff --git a/apps/iatlas/app/R/tumor_microenvironment_ui.R b/apps/iatlas/app/R/tumor_microenvironment_ui.R
new file mode 100644
index 0000000000..bfa22ceed1
--- /dev/null
+++ b/apps/iatlas/app/R/tumor_microenvironment_ui.R
@@ -0,0 +1,25 @@
+tumor_microenvironment_ui <- function(id) {
+
+ ns <- shiny::NS(id)
+
+ shiny::tagList(
+ iatlas.modules::titleBox("CRI iAtlas Explorer — Tumor Microenvironment"),
+ iatlas.modules::textBox(
+ width = 12,
+ shiny::includeMarkdown(get_markdown_path("tumor_microenvironment")),
+ shiny::p("Check out our ",
+ a(href="https://github.com/CRI-iAtlas/iatlas-notebooks/blob/main/cell_content_barplots.ipynb", "Jupyter notebook"),
+ "reproducing the code run in this module.")
+ ),
+ iatlas.modules::sectionBox(
+ title = "Overall Cell Proportions",
+ module_ui(ns("tumor_microenvironment_cell_proportions"))
+ ),
+ iatlas.modules::sectionBox(
+ title = "Cell Type Fractions",
+ module_ui(ns("tumor_microenvironment_type_fractions"))
+ )
+ )
+}
+
+
diff --git a/apps/iatlas/app/R/utils.R b/apps/iatlas/app/R/utils.R
new file mode 100644
index 0000000000..5ed44ba75a
--- /dev/null
+++ b/apps/iatlas/app/R/utils.R
@@ -0,0 +1,33 @@
+
+# system files ----------------------------------------------------------------
+
+get_system_path_file <- function(
+ prefix, extension, folder, package = "iatlas.app"
+){
+ file_name <- stringr::str_c(prefix, extension)
+ file.path(system.file(folder, package = package), file_name)
+}
+
+get_markdown_path <- function(name, extension = ".markdown"){
+ get_system_path_file(name, extension, "markdown")
+}
+
+get_example_path <- function(name, extension = ".csv"){
+ get_system_path_file(name, extension, "examples")
+}
+
+get_javascript_path <- function(name, extension = ".js"){
+ get_system_path_file(name, extension, "javascript")
+}
+
+get_html_path <- function(name, extension = ".html"){
+ get_system_path_file(name, extension, "html_files")
+}
+
+get_tsv_path <- function(name, extension = ".tsv"){
+ get_system_path_file(name, extension, "tsv")
+}
+
+get_svg_path <- function(name, extension = ".svg"){
+ get_system_path_file(name, extension, "svg")
+}
diff --git a/apps/iatlas/app/R/violinplot.R b/apps/iatlas/app/R/violinplot.R
new file mode 100644
index 0000000000..8d163b263f
--- /dev/null
+++ b/apps/iatlas/app/R/violinplot.R
@@ -0,0 +1,60 @@
+create_violinplot <- function(
+ df,
+ x_col = "x",
+ y_col = "y",
+ key_col = NA,
+ color_col = NA,
+ label_col = NA,
+ split_col = NA,
+ xlab = "",
+ ylab = "",
+ title = "",
+ source_name = NULL,
+ custom_data = "",
+ fill_colors = NA,
+ points = NULL,
+ showlegend = T) {
+
+
+ if(is.na(key_col)) key_col <- x_col
+ if(is.na(color_col)) color_col <- x_col
+ if(is.na(label_col)) label_col <- x_col
+ if(is.na(split_col)) split_col <- x_col
+
+ wrapr::let(
+ alias = c(
+ X = x_col,
+ Y = y_col,
+ KEY = key_col,
+ COLOR = color_col,
+ SPLIT = split_col,
+ LABEL = label_col),
+ plotly::plot_ly(
+ df,
+ x = ~X,
+ y = ~Y,
+ split = ~SPLIT,
+ color = ~COLOR,
+ key = ~KEY,
+ text = ~LABEL,
+ points = points,
+ source = source_name,
+ customdata = custom_data,
+ colors = fill_colors,
+ type = 'violin',
+ hoverinfo = 'text',
+ showlegend = showlegend,
+ box = list(
+ visible = TRUE
+ ),
+ meanline = list(
+ visible = TRUE
+ ))) %>%
+ plotly::layout(
+ title = title,
+ xaxis = list(title = xlab),
+ yaxis = list(title = ylab)
+ ) %>%
+ format_plotly() %>%
+ I
+}
diff --git a/apps/iatlas/app/README.md b/apps/iatlas/app/README.md
new file mode 100644
index 0000000000..ee09a872e6
--- /dev/null
+++ b/apps/iatlas/app/README.md
@@ -0,0 +1,202 @@
+
+# CRI iAtlas-App
+
+The CRI iAtlas app is an interactive web portal that provides multiple analysis modules to visualize and explore immune response characterizations across cancer types. The app is hosted on shinyapps.io at [https://isb-cgc.shinyapps.io/iatlas-app/](https://isb-cgc.shinyapps.io/iatlas-app/) and can also be accessed via the main CRI iAtlas page at [http://www.cri-iatlas.org/](http://www.cri-iatlas.org/).
+
+The portal is built entirely in **R** and **Shiny** using the **RStudio** development environment. Layout and interactivity within the portal are achieved by heavy use of the following packages:
+
+- [shinydashboard](https://rstudio.github.io/shinydashboard/)
+- [plotly](https://plot.ly/r/)
+- [crosstalk](https://rstudio.github.io/crosstalk/)
+
+## Install
+
+### Requirements
+
+- R: https://www.r-project.org/ - v4.2+
+
+- RStudio: https://rstudio.com/products/rstudio/download
+
+### MacOS Install instructions
+
+Install package manager:
+- [HomeBrew](https://brew.sh/) (the instructions below are for HomeBrew)
+- or [MacPorts](https://www.macports.org/), which is very similar to use for installing packages
+
+Then in the terminal, run:
+
+- xcode-select --install
+- brew install cairo
+- brew install R or install R .pkg from https://cran.r-project.org/bin/macosx/
+- download and install RStudio: https://rstudio.com/products/rstudio/download
+
+### Initialize R Packages and run App
+
+To run the app locally:
+
+1. Clone this repository
+
+1. Open `iatlas-app.Rproj`
+
+1. Follow the instructions in your console
+
+1. Restart R (ctrl+shift+F10)
+
+1. Run the command shiny::runApp() in your console
+
+## Branches: Staging & Master
+
+We recommend the following workflow. When you are starting a new feature or project:
+
+### Create a Working Branch
+
+Checkout and get the latest from staging:
+```shell
+git checkout staging
+git pull
+```
+
+Create your new branch:
+```shell
+git checkout -b feature/my-new-feature
+# 'git checkout -b' is the same as:
+# > git branch feature/my-new-feature
+# > git checkout feature/my-new-feature
+```
+
+Do your work and periodically commit your changes:
+```shell
+git add .
+git commit -m "my message"
+git push
+```
+
+Keep up to date with changes on staging by others:
+```shell
+git checkout staging
+git pull
+git checkout feature/my-new-feature
+git merge staging
+```
+
+### Testing the pull request.
+
+When you are ready to deploy your code to staging, you'll need to create a pull request. First, push your branch to Github:
+
+```shell
+git push
+```
+
+Then go to the repository on Github, go to your branch, and create a pull-request into the staging branch.
+
+* https://github.com/CRI-iAtlas/iatlas-app
+
+GitLab CI/CD will will run the test-suite on the pull-request, and automatically deploy your changes to the testing server. Note: It can take 10-15 minutes to update.
+
+If the tests pass and the app is able to be deployed then it will be reviewed and deployed to staging.
+
+* Testing App: https://isb-cgc.shinyapps.io/iatlas-testing
+* Staging App: https://isb-cgc.shinyapps.io/iatlas-staging
+
+
+
+## Installing and Upgrading Packages
+
+This project uses [renv](https://rstudio.github.io/renv/reference/install.html) to manage packages. The definitive list of required packages and versions is stored in the `renv.lock` file.
+
+When adding any new dependencies to the application, they may be added using (where "useful_package" is the name of the package to add):
+
+```R
+# install a package
+renv::install("useful_package")
+
+# update the renv.lock file
+renv::snapshot()
+```
+
+Git works well with renv. Once you validate the package should be kept, `git add renv.lock` to the repo and everyone else will automatically install it when they git-pull and re-open their R session or run renv::restore().
+
+If you decide you don't want to include the package, just `git checkout renv.lock` to reset your dependencies to the point before you made changes.
+
+To remove an installed package, run (where "useful_package" is the name of the package to remove):
+
+```R
+renv::remove("useful_package")
+renv::snapshot()
+```
+
+And git-commit it once you are sure you want to keep the changes.
+
+
+### Upgrading Packages
+
+You can use renv::upgrade("package-name") to upgrade a package, but it'll always update to the very latest uniless you manually tell it otherwise.
+
+### Installing Packages and RsConnect
+
+This application is deployed using rsconnect::deployApp(). As of the current version (0.8.16-9000), rsconnect does not support using the renv.lock file to determin which packages to deploy. Instead, it uses its own till (rsconnect::appDependencies) to detect your app's dependencies from the R source files and the DESCRIPTION file. The good news is it will generally get the correct version, since it'll use the current version you have installed and renv manages that tightly. The bad news is sometimes it won't detect you need a package. Here's how you solve that problem:
+
+* If a package is missing after you push to the staging branch and check the staging server, add that the package name to the `Imports:` section of the DESCRIPTION file.
+
+
+## Deployment
+
+Only deploy to branch specific apps, not to testing, staging or the main app.
+The first time you deploy, go through the Deployment-Setup instructions. Afterwards, you can deploy with one line.
+
+### Deployment Setup (First-Time-Only)
+
+You'll need to set up your credentials for shinyapps.io. You can get your codes from:
+
+- [https://www.shinyapps.io/admin/#/tokens](https://www.shinyapps.io/admin/#/tokens)
+
+Paste and evaluate your tokens in the RStudio console. They look like this:
+
+```R
+# shinyapps.io example credentials
+rsconnect::setAccountInfo(
+ name='isb-cgc',
+ token='xxx',
+ secret='yyy'
+)
+```
+
+### Deploy
+```R
+rsconnect::deployApp(appName = "iatlas-branchxxx-app")
+```
+
+## Methods
+
+While many of the results presented in tables and plots are taken directly from Immune Response Working Group (IRWG) data (including the main **feature matrix** and various feature and group annotations), we compute some values internally. Unless otherwise noted, the following methods/tools were used to compute summary statistics:
+
+### Correlation — Spearman's rank-order correlation
+
+```R
+stats::cor(x, y, method = "spearman", use = "pairwise.complete.obs")
+```
+
+### Concordance Index (CI)
+
+Concordance indexes for survival endpoints with respect to different immune readouts were computed using a custom package developed by Tai-Hsien Ou Yang at Columbia University. The **concordanceIndex** package includes a single synonymous function that can be used as follows:
+
+```R
+concordanceIndex::concordanceIndex(predictions, observations)
+```
+
+... where `predictions` and `observations` are numerical vectors of the same length.
+
+## Common Errors
+
+When running `shiny::runApp()`for the first time in a session, you may run into the following error:
+
+```R
+Warning in file(con, "r") :
+ cannot open file '/footer.html': No such file or directory
+Warning: Error in file: cannot open the connection
+ 75: file
+ 74: readLines
+ 73: shiny::includeHTML
+```
+
+Can be resolved by running `devtools::load_all(".")` and then `shiny::runApp()`.
diff --git a/apps/iatlas/app/css/bootstrapTable.min.css b/apps/iatlas/app/css/bootstrapTable.min.css
new file mode 100644
index 0000000000..2549b6e462
--- /dev/null
+++ b/apps/iatlas/app/css/bootstrapTable.min.css
@@ -0,0 +1,15 @@
+/*!
+ * Bootstrap v3.3.7 (http://getbootstrap.com)
+ * Copyright 2011-2018 Twitter, Inc.
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
+ */
+
+/*!
+ * Generated using the Bootstrap Customizer ()
+ * Config saved to config.json and
+ *//*!
+ * Bootstrap v3.3.7 (http://getbootstrap.com)
+ * Copyright 2011-2016 Twitter, Inc.
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
+ *//*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
+table{border-collapse:collapse;border-spacing:0}td,th{padding:0}*{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}*:before,*:after{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}table{background-color:transparent}caption{padding-top:8px;padding-bottom:8px;color:#777;text-align:left}th{text-align:left}.table{width:100%;max-width:100%;margin-bottom:20px}.table>thead>tr>th,.table>tbody>tr>th,.table>tfoot>tr>th,.table>thead>tr>td,.table>tbody>tr>td,.table>tfoot>tr>td{padding:8px;line-height:1.42857143;vertical-align:top;border-top:1px solid #ddd}.table>thead>tr>th{vertical-align:bottom;border-bottom:2px solid #ddd}.table>caption+thead>tr:first-child>th,.table>colgroup+thead>tr:first-child>th,.table>thead:first-child>tr:first-child>th,.table>caption+thead>tr:first-child>td,.table>colgroup+thead>tr:first-child>td,.table>thead:first-child>tr:first-child>td{border-top:0}.table>tbody+tbody{border-top:2px solid #ddd}.table 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diff --git a/apps/iatlas/app/css/custom.css b/apps/iatlas/app/css/custom.css
new file mode 100644
index 0000000000..e505d3c1fc
--- /dev/null
+++ b/apps/iatlas/app/css/custom.css
@@ -0,0 +1,151 @@
+@import url('https://fonts.googleapis.com/css?family=Lato');
+
+body {
+ font-family: 'Lato', Open Sans, Helvetica Neue, Helvetica, Arial, sans-serif;
+}
+
+.navbar {
+ position: relative;
+ min-height: 50px;
+ margin-bottom: 0;
+ border: 2px solid transparent;
+}
+
+.navbar-inverse .navbar-nav>.active>a, .navbar-inverse .navbar-nav>.active>a:focus, .navbar-inverse .navbar-nav>.active>a:hover {
+ background: rgba(185,144,85, 0.8);
+}
+
+.wrapper {
+ height: auto;
+ margin-left: -15px;
+ margin-right: -15px;
+ margin-bottom: -30px;
+}
+
+.content-wrapper {
+ min-height: 100%!important;
+ background: #F3F3F3!important;
+}
+
+.well {
+ color: #DDD;
+ font-size: 13px;
+ border: 1px solid #333;
+ background-color: rgba(0, 0, 0, 0.3)!important;
+ margin-left: 10px;
+ margin-right: 10px;
+ padding-left: 10px;
+ padding-right: 10px;
+ white-space: normal;
+}
+
+/*sidebar*/
+.main-sidebar {
+ /* Permalink - use to edit and share this gradient: http://colorzilla.com/gradient-editor/#333333+0,55a89e+100 */
+ background: #333333; /* Old browsers */
+ background: -moz-linear-gradient(top, #333333 0%, #55a89e 100%); /* FF3.6-15 */
+ background: -webkit-linear-gradient(top, #333333 0%,#55a89e 100%); /* Chrome10-25,Safari5.1-6 */
+ background: linear-gradient(to bottom, #333333 0%,#55a89e 100%); /* W3C, IE10+, FF16+, Chrome26+, Opera12+, Safari7+ */
+ filter: progid:DXImageTransform.Microsoft.gradient( startColorstr='#333333', endColorstr='#55a89e',GradientType=0 ); /* IE6-9 */
+ border-left-color: rgba(0, 0, 0, 1)!important;
+}
+
+/*sidebar link*/
+.sidebar a {
+ color: #FFF!important;
+}
+
+/*sidebar menu link*/
+.sidebar-menu>li>a {
+ background: rgba(51, 51, 51, 1)!important;
+ border-left-color: rgba(51, 51, 51, 1)!important;
+}
+
+/*sidebar menu hover*/
+.sidebar-menu>li>a:hover {
+ background: rgba(34, 34, 34, 1)!important;
+ border-left-color: rgba(110, 150, 183, 1)!important;
+}
+
+/*sidebar menu link active*/
+.sidebar-menu>li.active>a {
+ background: rgba(110, 150, 183, 1)!important;
+ border-left-color: rgba(51, 51, 51, 1)!important;
+}
+
+/*sidebar submenu*/
+.sidebar-menu>li>.treeview-menu {
+ background: rgba(218, 218, 218, 0.2)!important;
+}
+
+/*sidebar submenu link*/
+.sidebar-menu>li>.treeview-menu>li>a {
+ color: rgba(218, 218, 218, 1)!important;
+}
+
+/*sidebar submenu link hover*/
+.sidebar-menu>li>.treeview-menu>li>a:hover {
+ background: rgba(51, 51, 51, 0.5)!important;
+ color: #FFF!important;
+}
+
+/*sidebar submenu link active*/
+.sidebar-menu>li>.treeview-menu>li.active>a {
+ background: rgba(110, 150, 183, 1)!important;
+ border-left-color: rgba(51, 51, 51, 1)!important;
+ color: #FFF!important;
+}
+
+.info-box-text {
+ text-transform: none;
+ white-space: normal;
+}
+
+.box {
+ border-radius: 0px;
+}
+
+.box.box-solid {
+ border: 0!important;
+ border-top: 0 solid #666!important;
+}
+
+.box.box-success {
+ border-top-color: rgba(185,144,85, 0.8)!important;
+}
+
+.box.box-warning {
+ border-top-color: rgba(110, 150, 183, 1)!important;
+}
+
+.box.box-danger {
+ border-top-color: #666!important;
+}
+
+.box.box-solid.box-primary>.box-header {
+ background-color: rgba(61, 93, 116, 1)!important;
+}
+
+.box.box-solid.box-warning>.box-header {
+ background-color: rgba(28, 42, 51, 1)!important;
+}
+
+.box.box-solid.bg-yellow {
+ color: #000!important;
+ background-color: rgba(0, 0, 0, 0)!important;
+ border-bottom: 1px solid #888!important;
+ box-shadow: none;
+}
+
+.bg-black {
+ background-color: #333!important;
+}
+
+.bg-navy {
+ background-color: rgba(72, 72, 72, 1)!important;
+}
+
+.bg-green {
+ background-color: rgba(218, 218, 218, 0.5)!important;
+ color: #222!important;
+}
diff --git a/apps/iatlas/app/css/footer.css b/apps/iatlas/app/css/footer.css
new file mode 100644
index 0000000000..bb3f28cddb
--- /dev/null
+++ b/apps/iatlas/app/css/footer.css
@@ -0,0 +1,78 @@
+#myFooter {
+ background-color: #333333;
+ color: white;
+ font-size: 12px;
+ padding-top: 15px;
+ margin-top: 30px;
+}
+
+#myFooter .footer-copyright {
+ background-color: #3c3d41;
+ padding-top: 3px;
+ padding-bottom: 3px;
+ text-align: center;
+}
+
+#myFooter .row {
+ margin-bottom: 20px;
+}
+
+#myFooter .navbar-brand {
+ margin-top: 45px;
+ height: 65px;
+}
+
+#myFooter .footer-copyright p {
+ margin: 10px;
+ color: #ccc;
+}
+
+#myFooter ul {
+ list-style-type: none;
+ padding-left: 0;
+ line-height: 1.7;
+}
+
+#myFooter h5 {
+ font-size: 16px;
+ color: white;
+ font-weight: bold;
+ margin-top: 10px;
+}
+
+#myFooter h2 a{
+ font-size: 50px;
+ text-align: center;
+ color: #fff;
+}
+
+#myFooter a {
+ color: #d2d1d1;
+ text-decoration: none;
+}
+
+#myFooter a:hover,
+#myFooter a:focus {
+ text-decoration: none;
+ color: #6E96B7;
+}
+
+#myFooter .btn {
+ color: white;
+ background-color: #B99055;
+ border-radius: 20px;
+ border: none;
+ width: 150px;
+ display: block;
+ margin: 0 auto;
+ margin-top: 10px;
+ line-height: 25px;
+}
+
+@media screen and (max-width: 767px) {
+ #myFooter {
+ text-align: center;
+ }
+}
+
+
diff --git a/apps/iatlas/app/default_app_config.yml b/apps/iatlas/app/default_app_config.yml
new file mode 100644
index 0000000000..00096a4db9
--- /dev/null
+++ b/apps/iatlas/app/default_app_config.yml
@@ -0,0 +1 @@
+app: "live"
diff --git a/apps/iatlas/app/iatlas-app.Rproj b/apps/iatlas/app/iatlas-app.Rproj
new file mode 100644
index 0000000000..cba1b6b7a0
--- /dev/null
+++ b/apps/iatlas/app/iatlas-app.Rproj
@@ -0,0 +1,21 @@
+Version: 1.0
+
+RestoreWorkspace: No
+SaveWorkspace: No
+AlwaysSaveHistory: Default
+
+EnableCodeIndexing: Yes
+UseSpacesForTab: Yes
+NumSpacesForTab: 2
+Encoding: UTF-8
+
+RnwWeave: Sweave
+LaTeX: pdfLaTeX
+
+AutoAppendNewline: Yes
+StripTrailingWhitespace: Yes
+
+BuildType: Package
+PackageUseDevtools: Yes
+PackageInstallArgs: --no-multiarch --with-keep.source
+PackageRoxygenize: rd,collate,namespace
diff --git a/apps/iatlas/app/index.html b/apps/iatlas/app/index.html
new file mode 100644
index 0000000000..a107d483f6
--- /dev/null
+++ b/apps/iatlas/app/index.html
@@ -0,0 +1,12 @@
+
+
+
+
+
+ Under construction
+
+
+
+
CRI iAtlas Home
+
+
+
+
Participating Institutions
+
+
+
+
+
(Eddy et al., F1000Research 2020) . These tools allow researchers to explore associations between a variety of genomic characterizations of immune response, clinical phenotypes, germline genetics, and response to immunotherapy. Immune checkpoint inhibitor analysis modules allow for interactive exploration of the relationship between possible biomarkers of immune response and the outcome of response to checkpoint blockade, by direct comparison and using multivariable statistical models. Underlying these modules is a harmonization of primary sequencing data from 12 immuno-oncology trials with genomics data and matched clinical data available in the public domain. iAtlas also allows researchers to identify how tumor-intrinsic alterations, including mutations, copy-number alterations, and neoantigens relate to the immune microenvironment as evidenced in cancer genomic studies. The initial version of CRI iAtlas was based on an analysis performed by **The Cancer Genome Atlas (TCGA) Research Network** on the TCGA data set comprising over 10,000 tumor samples and 33 tumor types (Thorsson et al., Immunity 2018) . In this analysis, each tumor sample was scored for a variety of readouts for immune response, including immune cell composition, adaptive cell receptor repertoire, cancer-immune subtypes, neoantigen load, and expression of genes coding for immunomodulatory proteins. iAtlas has now expanded to share immune characterization of data from another large consortium: Pan-Cancer Analysis of Whole Genomes (PCAWG ). Work is underway to incorporate additional immuno-oncology data sets and immune-related aspects of The Human Tumor Atlas Network (HTAN ). CRI iAtlas is made possible through a collaboration between the Cancer Research Institute , Sage Bionetworks , the Institute for Systems Biology , and the Vincent Lab at the UNC Lineberger Comprehensive Cancer Center.
+
+### How to Cite Us
+
+Please cite the [CRI iAtlas paper](https://f1000research.com/articles/9-1028/v1) (PubMed: [33214875](https://www.ncbi.nlm.nih.gov/pubmed/33214875)) when you use the CRI iAtlas app.
+
+```
+Eddy JA, Thorsson V, Lamb AE, Gibbs DL, Heimann C, Yu JX, Chung V, Chae Y, Dang K, Vincent BG, Shmulevich I, Guinney J. CRI iAtlas: an interactive portal for immuno-oncology research. F1000Research 2020, 9:1028.
+```
+
+### About CRI iAtlas Explorer
+
+The main feature of the iAtlas web tool is the **CRI iAtlas Explorer**, which provides several *Analysis Modules* to explore and visualize results on immune response in cancer. Each module presents information organized by theme, with multiple views and interactive controls:
+
+**Immune Checkpoint Inhibition Analysis Modules:**
+
+
+These modules allow you to explore the relationship between possible biomarkers of immune response and the outcome of response to ICI, based on publicly available datasets that we have processed for use in iAtlas:
+
++ *Datasets Overview:* Explore categories and groups of the available datasets.
++ *Clinical Outcomes:* Plot survival curves based on immune characteristics and identify variables associated with outcome.
++ *Hazard Ratio:* Create Cox Proportional Hazard Regression Models and visualize Hazard Ratio in a heatmap and a forest plot.
++ *Immune Features:* See how immune readouts vary across your groups and ICI datasets.
++ *Immunomodulators:* Explore the expression of genes that code for immunomodulating proteins, including checkpoint proteins.
++ *Machine Learning:* Train and run multivariable models with cross-validation on ICI genomics and immunogenomics data.
+
+
+**Cancer Genomics Analysis Modules:**
+
++ *Cell-Interaction Diagram:* Explore cell and protein abundance on an illustration.
++ *Clinical Outcomes:* Quantify the relationship between immune response and disease outcome, in terms of either overall survival (OS) or progression free interval (PFI).
++ *CNV Associations:* Explore associations of microenvironment with gene copy number.
++ *Driver Associations:* Explore associations of microenvironment with cancer driver mutations.
++ *Extracellular Networks:* Explore the extracellular networks modulating tumoral immune response.
++ *Germline Analysis:* Explore the germline genetic contribution to the immune landscape of cancer.
++ *Immune Feature Trends:* Visualize how immune readouts vary across sample groups.
++ *Immunomodulators:* Explore the expression of genes that code for immunomodulating proteins, including checkpoint proteins.
++ *IO Targets:* Explore the expression of genes that code for immuno-oncological (IO) targets.
++ *TIL Maps:* Explore the characteristics of maps of tumor infiltrating lymphocytes obtained from analysis of H&E images.
++ *Tumor Microenvironment:* Explore the immune cell proportions in sample groups.
+
+---
+
+### Key Publications
+
+* [Eddy JA, Thorsson V, Lamb AE et al. CRI iAtlas: an interactive portal for immuno-oncology research. F1000Research 2020, 9:1028](https://doi.org/10.12688/f1000research.25141.1)
+
+* [Thorsson V, Gibbs DL, Brown SD, et al., Immunity, Volume 48, Issue 4, p812 - 830.e14, 17 April 2018](https://www.cell.com/immunity/abstract/S1074-7613(18\)30121-3)
+
+* [Gibbs DL, Robust classification of Immune Subtypes in Cancer, bioRxiv 2020.01.17.910950](https://doi.org/10.1101/2020.01.17.910950)
+
+---
+## iAtlas Partners
+
+### About the Cancer Research Institute
+
+The Cancer Research Institute (CRI), established in 1953, is the world’s leading nonprofit organization dedicated exclusively to transforming cancer patient care by advancing scientific efforts to develop new and effective immune system-based strategies to prevent, diagnose, treat, and eventually cure all cancers. Guided by a world-renowned Scientific Advisory Council that includes Nobel laureates and members of the National Academy of Sciences, CRI has invested over $445 million in support of research conducted by immunologists and tumor immunologists at the world’s leading medical centers and universities, and has contributed to many of the key scientific advances that demonstrate the potential for immunotherapy to change the face of cancer treatment. Learn more at www.cancerresearch.org.
+
+### Sage Bionetworks
+
+Sage Bionetworks is a nonprofit biomedical research and technology development organization that was founded in Seattle in 2009. Our focus is to develop and apply open practices to data-intensive research for the advancement of human health. Data-intensive research has become an important component of biomedicine, but it’s not always easy to understand how to apply computational approaches appropriately or how to interpret their results. Sage believes open practices can help. Our interdisciplinary team of scientists and engineers work together to provide researchers access to technology tools and scientific approaches to share data, benchmark methods, and explore collective insights, all backed by Sage’s gold-standard governance protocols and commitment to user-centered design. Sage is a 501c3 and is supported through a portfolio of competitive research grants, commercial partnerships, and philanthropic contributions. More information is available at www.sagebionetworks.org.
+
+### Institute for Systems Biology
+
+ISB was created in 2000 as the first-ever institute dedicated to systems biology. ISB is a collaborative and cross-disciplinary nonprofit biomedical research organization based in Seattle. ISB focuses on some of the most pressing issues in human health, including brain health, cancer, sepsis and aging, as well as many chronic and infectious diseases. ISB is an affiliate of Providence St. Joseph Health, one of the largest not-for-profit health care systems in the USA. ISB serves as the ultimate environment where scientific collaboration stretches across disciplines and across academic and industrial organizations, where researchers have the intellectual freedom to challenge the status quo, and where grand visions for breakthroughs in human health inspire a collective drive to achieve the seemingly impossible. Learn more at www.isbscience.org.
+
+### UNC Lineberger Comprehensive Cancer Center
+
+The UNC Lineberger Comprehensive Cancer Center is a cancer research and treatment center at the University of North Carolina at Chapel Hill. One of the leading cancer centers in the nation, UNC Lineberger Comprehensive Cancer Center is located in Chapel Hill, North Carolina. As one of only 51 National Cancer Institute-designated Comprehensive Cancer Centers, UNC Lineberger was rated as exceptional – the highest category – by the National Cancer Institute. The center brings together some of the most exceptional physicians and scientists in the country to investigate and improve the prevention, early detection and treatment of cancer. With research that spans the spectrum from the laboratory to the bedside to the community, UNC Lineberger faculty work to understand the causes of cancer at the genetic and environmental levels, to conduct groundbreaking laboratory research, and to translate findings into pioneering and innovative clinical trials. Learn more at www.unclineberger.org.
diff --git a/apps/iatlas/app/inst/markdown/cell_type_fractions.markdown b/apps/iatlas/app/inst/markdown/cell_type_fractions.markdown
new file mode 100644
index 0000000000..6fc28598e5
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/cell_type_fractions.markdown
@@ -0,0 +1,7 @@
+This allows you to draw barplots for the estimate proportion of different cell types in the immune compartment.
+Cellular proportions are estimated using CIBERSORT.
+In addition to the original CIBERSORT estimates (22 cell fractions), estimates combining related cell types are provided.
+(In the associated manuscript, these are referred to as Aggregates 1, 2, and 3.)
+
+Manuscript context: These bargraphs are similar to Figure 2A, and Figure S2A, but with a different arrangement of bars.
+
diff --git a/apps/iatlas/app/inst/markdown/cellimage.markdown b/apps/iatlas/app/inst/markdown/cellimage.markdown
new file mode 100644
index 0000000000..17c268bafa
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/cellimage.markdown
@@ -0,0 +1,3 @@
+For each panel, select the desired type of visualization and group of interest. The "Illustration" option generates a figure depicting the interaction of tumor cells and representative innate and adaptive cells in the microenvironment. The "Network" option displays these relationships in a network layout (similar to that of the related module "Extracellular Networks").
+
+Abundance estimates are in the range 0 to 1. In both visualization options, the figure displays the estimated abundance of cells, receptors and ligands using intensities of color, where lighter colors correspond to lower values of abundance. Check the legend for the color ranges of each type.
diff --git a/apps/iatlas/app/inst/markdown/clinical_outcomes.markdown b/apps/iatlas/app/inst/markdown/clinical_outcomes.markdown
new file mode 100644
index 0000000000..cb595df1c2
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/clinical_outcomes.markdown
@@ -0,0 +1,2 @@
+Plot survival curves based on immune characteristics and identify variables associated with outcome.
+
diff --git a/apps/iatlas/app/inst/markdown/clinical_outcomes_heatmap.markdown b/apps/iatlas/app/inst/markdown/clinical_outcomes_heatmap.markdown
new file mode 100644
index 0000000000..3525927227
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/clinical_outcomes_heatmap.markdown
@@ -0,0 +1,12 @@
+Here, you can explore which variables are associated with improved or
+diminished survival within your sample groups. Select a variable class,
+and you will get a heatmap, with one row for each variable in that class.
+For a given variable (row) and sample group (column) red denotes decreased
+survival, and blue increased survival as the variable is increased.
+
+Manuscript context: Selecting variable class "Core Expression Signature",
+you can generate Figure 3B.
+Figures 3C, and Figures S3B, S3C, and S3C can also be generated with
+different selection options.
+
+
diff --git a/apps/iatlas/app/inst/markdown/clinical_outcomes_survival.markdown b/apps/iatlas/app/inst/markdown/clinical_outcomes_survival.markdown
new file mode 100644
index 0000000000..20382696cd
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/clinical_outcomes_survival.markdown
@@ -0,0 +1,4 @@
+In the CG Cohort Selection, select your dataset of interest and a grouping variable to be used to stratify patients in survival curves. You can also select an outcome in terms of either overall survival (OS) or progression free interval (PFI) endpoints to generate a Kaplan-Meier plot.
+
+Manuscript Context: In Cohort Selection, select TCGA as Dataset and group samples by immune subtypes to obtain Figure 3A for (OS), and Figure S3A for (PFI).
+
diff --git a/apps/iatlas/app/inst/markdown/cohort_dataset_selection.markdown b/apps/iatlas/app/inst/markdown/cohort_dataset_selection.markdown
new file mode 100644
index 0000000000..32211e2f62
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/cohort_dataset_selection.markdown
@@ -0,0 +1 @@
+Select a dataset from the dropdown below. Not all analysis modules are availble to every dataset.
diff --git a/apps/iatlas/app/inst/markdown/cohort_filter_selection.markdown b/apps/iatlas/app/inst/markdown/cohort_filter_selection.markdown
new file mode 100644
index 0000000000..f4a8bf95cd
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/cohort_filter_selection.markdown
@@ -0,0 +1,7 @@
+Filter the samples from the slected dataset below.
+
+Click on the add group filter button to add a filter that is catgeorical, then select from the possible values the samples kept will have.
+
+Click on the add numeric filter button to add a filter that is a range of values, then select the range the samples kept will have.
+
+Click on the remove button to remove the selected filter.
diff --git a/apps/iatlas/app/inst/markdown/cohort_group_selection.markdown b/apps/iatlas/app/inst/markdown/cohort_group_selection.markdown
new file mode 100644
index 0000000000..8177fae979
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/cohort_group_selection.markdown
@@ -0,0 +1,5 @@
+Select a group from the dropdown below. This group will be used to divide the samples from the selected dataset into subgroups plotting in analysis modules.
+
+If Immune feature bins are selected, the samples will be binned into a number of groups of your choice, using their value of the selected immune feature.
+
+If driver mutations are selected, the samples will be grouped by their mutaiton status of the selected mutaton.
diff --git a/apps/iatlas/app/inst/markdown/cohort_selection1.markdown b/apps/iatlas/app/inst/markdown/cohort_selection1.markdown
new file mode 100644
index 0000000000..8e02d00d7e
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/cohort_selection1.markdown
@@ -0,0 +1,2 @@
+This module is used to create your own custom cohort, or upload your own. Plots in other modules will reflect the samples chosen, and way they are grouped.
+
diff --git a/apps/iatlas/app/inst/markdown/cohort_selection2.markdown b/apps/iatlas/app/inst/markdown/cohort_selection2.markdown
new file mode 100644
index 0000000000..5b97f31b4b
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/cohort_selection2.markdown
@@ -0,0 +1,4 @@
+Users have two options for picking their cohort.
+
+Cohort Selection: Manually go through group selection and filtering of samples.
+Cohort Upload: Upload a csv file of pre-made groups.
diff --git a/apps/iatlas/app/inst/markdown/cox_regression.markdown b/apps/iatlas/app/inst/markdown/cox_regression.markdown
new file mode 100644
index 0000000000..1e5c95875b
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/cox_regression.markdown
@@ -0,0 +1,69 @@
+**Title:** Cox Proportional Hazard Ratio Models
+
+**1. Univariable Cox Proportional Hazard Model:**
+
+In this case, a Cox Proportional Hazard model for each combination of dataset and feature is created, using the `coxph` function of the R package `survival` (Thermeau et al., 2020).
+
+To correct for multiple testing, Benjamini-Hochberg method is computed on p-values from all the models of the same dataset. This step uses the `p.adjust` function from the R package `stats` (R Core Team, 2019).
+
+In this analysis, the Hazard Ratio coefficients are independent, ie., the computed values are not changed if you add or delete features.
+
+Example
+
+* User Selection:
+
+ *Survival endpoint*: Overall Survival (OS)
+
+ *Datasets selected*: Gide 2019, Van Allen 2015
+
+ *Features selected*: Wound Healing, IFN-gamma signature
+
+* Models created:
+
+ For samples from Gide 2019:
+
+ Model1. OS ~ Wound Healing
+
+ Model2. OS ~ IFN-gamma signature
+
+ For samples from Van Allen 2015:
+
+ Model3. OS ~ Wound Healing
+
+ Model4. OS ~ IFN-gamma signature
+
+
+* Benjamini-Hochberg False Discovery Rate correction:
+
+ p-values from Model1 and Model2 -> p.adjust()
+
+ p-values from Model3 and Model4 -> p.adjust()
+
+---
+
+**2. Multivariable Cox Proportional Hazard Model:**
+
+In this option, it is computed, for each dataset, a Cox Proportional Hazard model of time to survival outcome considering all the selected features as predictors. As a consequence, the inclusion or exclusion of features can change the computed values for coefficients in a model. This analysis also uses the `coxph` function of the R package `survival` (Thermeau et al., 2020).
+
+Example
+
+* User Selection:
+
+ *Survival endpoint*: Overall Survival (OS)
+
+ *Datasets selected*: Gide 2019, Van Allen 2015
+
+ *Features selected*: Wound Healing, IFN-gamma signature
+
+* Models created:
+
+ For samples from Gide 2019: OS ~ Wound Healing + IFN-gamma signature
+
+ For samples from Van Allen 2015: OS ~ Wound Healing + IFN-gamma signature
+
+.
diff --git a/apps/iatlas/app/inst/markdown/data_info.markdown b/apps/iatlas/app/inst/markdown/data_info.markdown
new file mode 100644
index 0000000000..c0ce02fcf2
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/data_info.markdown
@@ -0,0 +1,5 @@
+Each row in the table corresponds to a variable for which data are available
+for exploration in CRI iAtlas.
+Variables are organized into classes, as displayed in the Variable Class column.
+In a number of CRI iAtlas modules the Variable Class will appear in drop-down
+selections for variables.
diff --git a/apps/iatlas/app/inst/markdown/data_info_readouts.markdown b/apps/iatlas/app/inst/markdown/data_info_readouts.markdown
new file mode 100644
index 0000000000..d28ee4f5ef
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/data_info_readouts.markdown
@@ -0,0 +1,4 @@
+Select a row in the table to view more details about variables in the same
+class.
+
+Use the class selector to filter on the Variable class column.
diff --git a/apps/iatlas/app/inst/markdown/docs.markdown b/apps/iatlas/app/inst/markdown/docs.markdown
new file mode 100644
index 0000000000..5373c3df2a
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/docs.markdown
@@ -0,0 +1,7 @@
+The current version of the **CRI iAtlas Portal** was built in R using code
+hosted at
+[https://github.com/CRI-iAtlas/iatlas-app]
+(https://github.com/CRI-iAtlas/iatlas-app/)
+The details below are copied directly from the **README**
+for the code repository.
+
diff --git a/apps/iatlas/app/inst/markdown/driver.markdown b/apps/iatlas/app/inst/markdown/driver.markdown
new file mode 100644
index 0000000000..ec1b000ee7
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/driver.markdown
@@ -0,0 +1,23 @@
+This module displays the degree of association between driver mutation in samples and an immune readout.
+
+Every point in the scatter plot corresponds to a comparison of the values of that immune readout in samples in which a particular driver gene is mutated to the values in samples in which is not.
+This comparison is made within each cohort among the Sample Groups.
+Each point thus corresponds to a single driver gene and cohort.
+The driver-cohort combination can be seen by hovering on a point (separated by a dot).
+
+- The x-axis show the effect size, defined as the ratio of the mean readout value in mutated vs non-mutated samples.
+- The y-axis represents the P-value of the significance test comparing the readout in mutated vs non-mutated samples. A line is drawn for P=0.05, with the more significant values above that line.
+
+Click on a point to see a violin plot for the immune readout value distribution in mutated vs non-mutated samples for the selected cohort and driver.
+
+A statistical test is performed in a group only when the number of mutant and wild type samples exceed the parameter. In rare instances all (or all but one) samples within a group contain the mutation and a test cannot be performed.
+
+There are two sections:
+
+- Single Variable
+- Mulit-variable
+
+See each section for more specifics.
+
+Driver mutations from Bailey, Tokheim, Porta-Pardo et al. (2018),
+[Comprehensive Characterization of Cancer Driver Genes and Mutations, Cell 173.](https://doi.org/10.1016/j.cell.2018.02.060)
diff --git a/apps/iatlas/app/inst/markdown/driver_multi.markdown b/apps/iatlas/app/inst/markdown/driver_multi.markdown
new file mode 100644
index 0000000000..8fe635e7be
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/driver_multi.markdown
@@ -0,0 +1,15 @@
+This section displays mulit-variable models of the form:
+
+Response ~ Mutation Status + transformation(Covariate1) ... + transformation(CovariateN)
+
+Across group mode: sampels are not spliut by group, instead pvalues are calculated across all groups.
+By group mode: This works identically to the single variable models above.
+
+Add covriates by clicking the two add covariate functions.
+- You must select atleast one covariate.
+- Each added covariate comes with a remove button.
+- Numerical covariates come with an optional transformation selection.
+
+Once satisfied with the formula for the lnear model press the calculate button, this will take a few seconds.
+
+Click on a point to see a violin plot for the immune readout value distribution in mutated vs non-mutated samples for the selected cohort and driver.
diff --git a/apps/iatlas/app/inst/markdown/driver_single.markdown b/apps/iatlas/app/inst/markdown/driver_single.markdown
new file mode 100644
index 0000000000..afbc97b1bd
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/driver_single.markdown
@@ -0,0 +1,7 @@
+This section displays pre-caclulated single variable models of the form:
+
+Response ~ Mutation Status
+
+Manuscript context: This allows you to display distributions such as those shown in Figure 4D.
+
+Click on a point to see a violin plot for the immune readout value distribution in mutated vs non-mutated samples for the selected cohort and driver.
diff --git a/apps/iatlas/app/inst/markdown/explore1.markdown b/apps/iatlas/app/inst/markdown/explore1.markdown
new file mode 100644
index 0000000000..6ae29e0ded
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/explore1.markdown
@@ -0,0 +1,5 @@
+Explore immune response in tumor tissue samples from **single-cell RNA-seq** datasets, **Immune Checkpoint Inhibitor (ICI)** studies or **Cancer Genomics (CG)** studies, using CRI iAtlas Analysis Modules for interactive visualization.
+
+Begin by selecting either a cohort from available studies on molecular response to ICI (**ICI Cohort Selection**) or a CG cohort (**CG Cohort Selection** for [TCGA](https://www.cancer.gov/about-nci/organization/ccg/research/structural-genomics/tcga) or [PCAWG](https://dcc.icgc.org/pcawg)).
+
+More information about the available datasets is available at **Dataset Overview** on the left navigation bar. You can also select **Data Description** on the left navigation bar to learn which immune readouts are available.
diff --git a/apps/iatlas/app/inst/markdown/explore2.markdown b/apps/iatlas/app/inst/markdown/explore2.markdown
new file mode 100644
index 0000000000..2ded82b480
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/explore2.markdown
@@ -0,0 +1,4 @@
+Each module presents information organized by theme, with multiple views and interactive controls.
+Within each module, you can find a **“Manuscript Context”** describing how that module can generate figures analogous to those in the manuscript
+[Thorsson et al., The Immune Landscape of Cancer, Immunity (2018).](https://www.cell.com/immunity/abstract/S1074-7613(18\)30121-3)
+
diff --git a/apps/iatlas/app/inst/markdown/explore3.markdown b/apps/iatlas/app/inst/markdown/explore3.markdown
new file mode 100644
index 0000000000..13e43cf2c7
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/explore3.markdown
@@ -0,0 +1 @@
+Each module in this section provides visualizations of data from datasets from studies of treatments with Immune Checkpoint Inhibitors (ICI).
diff --git a/apps/iatlas/app/inst/markdown/explore4.markdown b/apps/iatlas/app/inst/markdown/explore4.markdown
new file mode 100644
index 0000000000..c0178d3201
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/explore4.markdown
@@ -0,0 +1 @@
+Each module in this section provides visualizations of single-cell RNA-seq datasets in the context of immune cells.
diff --git a/apps/iatlas/app/inst/markdown/extracellular_network.markdown b/apps/iatlas/app/inst/markdown/extracellular_network.markdown
new file mode 100644
index 0000000000..459ddb5e7f
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/extracellular_network.markdown
@@ -0,0 +1,7 @@
+Explore the extracellular networks modulating tumoral immune response,
+encompassing direct interaction among cells and communication via soluble proteins such as cytokines to mediate interactions among those cells.
+This module uses the network of documented ligand-receptor, cell-receptor, and cell-ligand pairs published by [Ramilowski et al., 2015](https://www.nature.com/articles/ncomms8866)
+ and retrieved from
+[FANTOM5.](http://fantom.gsc.riken.jp/5/suppl/Ramilowski_et_al_2015/)
+
+
diff --git a/apps/iatlas/app/inst/markdown/extracellular_network_main.markdown b/apps/iatlas/app/inst/markdown/extracellular_network_main.markdown
new file mode 100644
index 0000000000..4419fa9967
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/extracellular_network_main.markdown
@@ -0,0 +1,26 @@
+Select the subset of interest of analysis, depending on the Sample Group selected. The additional parameters required to build a network are:
+
+- *Abundance threshold (%)*: Nodes in the network are selected if they meet the selected abundance threshold. The abundance threshold, in %, is the frequency of samples in the upper two tertiles of cell abundance or gene expression distributions. For example, for an abundance of 66%, a node (cell or gene) is entered into the subtype-network if at least 66% of samples within a subtype map to mid or high value bins in a tertile distribution of this node across all samples.
+
+- *Concordance threshold*: Edges in the scaffold network between any two abundant nodes is evaluated for inclusion based on the selected concordance threshold. The concordance threshold is computed based on the contingency table populated with the ternary values of the two nodes of an edge and in terms of the values of ((high,high)+ (low,low))/(1+(low,high)+(high,low)).
+ A concordance threshold of 2, for example, selects edges that have both nodes simultaneously highly or lowly expressed (concordant) at least twice as frequent than samples with one node highly expressed and the other lowly expressed (discordant). On the other hand, an edge with a concordance score of 0.5 is considered discordant, i.e., samples with one node highly expressed and the other lowly expressed (discordant) are twice as frequent than samples with both nodes simultaneously highly or lowly expressed (concordant).
+
+In addition, a user can also select a set of cells or genes of interest. This selection will limit the network to the edges in the scaffold with the selected cells and genes that meet the abundance and concordance thresholds. By default, if there is no selection, a network will use all cells and immunomodulator genes (as described in the Immunomodulators module).
+
+Manuscript context: This module allows you to display networks similar to Figure 7A, 7B, 7C, and S7A. Figure 7C can be generated by the following parameters selection:
+
+In the CG Cohort Selection:
+- *Select Datasets:* TCGA
+- *Select or Search for Grouping Variables:* Immune Subtype
+
+In this module:
+- *Select Sample Groups:* Immune Subtype
+- *Select Immune Subtype:* select all
+- *Set Abundance Threshold (%):* 66.6
+- *Set Concordance Threshold:* 0
+- *Select cells of interest (optional):* T cells CD4 and T cells CD8
+- Hit "GO"
+- You may find that changing the layout (in *Select Layout*) to "concentric" improves the visualization of this network.
+
+If you are still looking at Immune Subtypes, select Immune Subtype C4, 66% abundance threshold, 1.62 for concordance score, and leave the selection of cells and genes in blank to get the extracellular network for C4 present in Figure S7A.
+
diff --git a/apps/iatlas/app/inst/markdown/germline_gwas.markdown b/apps/iatlas/app/inst/markdown/germline_gwas.markdown
new file mode 100644
index 0000000000..9f818eb89a
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/germline_gwas.markdown
@@ -0,0 +1,8 @@
+GWAS were performed on 33 immune traits that demonstrated nominally significant heritability (p < 0.05) in at least one ancestry group. Here you can visualize the significant (p < 10 -6 ) GWAS hits, as a Manhattan plot.
+
+*Choose Immune Feature(s)* of interest to select or exclude the GWAS hits associated with trait(s). You can add multiple GWAS tracks, with different selection of immune features, or leave the *Choose Immune Feature(s)* field empty and visualize all available results.
+
+More information on a particular SNP, including links to external resources, can be obtained by clicking on the Manhattan plot, or by searching on the dropdown menu on the right.
+
+Manuscript context: For an image similar to Figure 4A, choose "Select" in the *Select or Exclude?* menu, select immune feature “IFN 21978456”, and hit *Add GWAS Track*. Use the IGV navigation bar to select the region of interest.
+
diff --git a/apps/iatlas/app/inst/markdown/germline_heritability.markdown b/apps/iatlas/app/inst/markdown/germline_heritability.markdown
new file mode 100644
index 0000000000..ad82baf308
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/germline_heritability.markdown
@@ -0,0 +1,7 @@
+Explore the percentage of variance of immune phenotype traits explained by common genetic variance across different ancestry groups.
+
+Heritability analyses were performed using genomic-relatedness-based restricted maximum-likelihood (GREML) and provide estimates of the proportion of phenotypic variance explained by the genetic variance, V(Genotype)/Vp. The analyses were conducted separately within each ancestral subgroup, which were derived from ancestry analysis using the genotype data. Each immune trait is assigned to a particular Category and a particular Module, as described in the manuscript.
+
+Select a subset criteria (*Subset by*) and a group of interest (*Show associated results for*) to generate a bar plot summarizing the V(Genotype)/Vp for the immune traits in that group that have p-values lower than the selected p-value threshold. For a visualization of a single phenotype across different ancestry clusters, select 'Immune Feature' in *Subset by* and the trait of interest in the *Show associated results for* menu.
+
+For the European ancestry cluster, it is also possible to visualize the percentage of variance of immune traits accounted for by interaction between germline genotypes and immune subtypes (G x Immune Subtype).
diff --git a/apps/iatlas/app/inst/markdown/ici_clinical_outcomes.markdown b/apps/iatlas/app/inst/markdown/ici_clinical_outcomes.markdown
new file mode 100644
index 0000000000..cb4a47eddd
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/ici_clinical_outcomes.markdown
@@ -0,0 +1 @@
+In the ICI Cohort Selection, select datasets of interest and a grouping variable to be used to stratify patients in survival curves. You can also select an outcome in terms of either overall survival (OS) or progression free interval (PFI) endpoints to generate a Kaplan-Meier plot.
diff --git a/apps/iatlas/app/inst/markdown/ici_hazard_ratio.markdown b/apps/iatlas/app/inst/markdown/ici_hazard_ratio.markdown
new file mode 100644
index 0000000000..a83302e956
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/ici_hazard_ratio.markdown
@@ -0,0 +1,5 @@
+First, select an outcome in terms of either overall survival (OS) or progression free interval (PFI) endpoints, and variables, such as immune features and predictors of response to immunotherapy. The analysis will use the selection in ICI Cohort Selection, and automatically includes only samples collected before treatment with ICI.
+
+Then, select whether the models should be univariable or multivariable. The univariable analysis will compute the Cox proportional hazard ratio (HR) for each combination of selected variable and dataset. The multivariable analysis will compute the HR considering all the selected features as predictors of time to survival endpoint.
+
+The results are summarized in a heatmap of the log10 of Hazard Ratio. For the univariable analysis, when more than one variable is selected, a Benjamini-Hochberg FDR correction is made, and variables with a p-value smaller than 0.05 and BH p-value smaller than 0.05 are indicated in the heatmap according to the plot legend. In addition, a forest plot with the log10 of the Cox Proportional Hazard Ratio with 95th confidence intervals for each variable is displayed.
diff --git a/apps/iatlas/app/inst/markdown/ici_immunefeatures.markdown b/apps/iatlas/app/inst/markdown/ici_immunefeatures.markdown
new file mode 100644
index 0000000000..f1bfe1686c
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/ici_immunefeatures.markdown
@@ -0,0 +1 @@
+This displays the value of immune readouts by sample group. Select a variable of interest to see the distribution of values within sample groups of the ICI Datasets selected in ICI Cohort Selection. Samples can be further divided into an additional sub-group based on the availability of those groups for each dataset. Use the plot parameters to adjust the type of plot and choice of scale. A table with the result of statistical tests comparing all pairwise combinations of groups is provided at the bottom of the page. For an A vs B comparison, a positive t-statistics or Wilcox statistics corresponds to an elevated value in the A group over group B (Mean value in A greater than mean in B). The table also includes a comparison of the log2 fold change of groups.
diff --git a/apps/iatlas/app/inst/markdown/ici_immunomodulators.markdown b/apps/iatlas/app/inst/markdown/ici_immunomodulators.markdown
new file mode 100644
index 0000000000..4ffa15574b
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/ici_immunomodulators.markdown
@@ -0,0 +1 @@
+Select an immunomodulator gene to see the distribution of gene expression within sample groups of the ICI Datasets selected in ICI Cohort Selection. Samples can be further divided into an additional sub-group based on the availability of those groups for each dataset. Use the plot parameters to adjust the type of plot and choice of scale. A table with statistical tests comparing all pairwise combinations of groups, for each dataset, is provided at the bottom of the page. For an A vs B comparison, a positive t-statistics or Wilcox statistics corresponds to an elevated value in the A group over group B (Mean value in A greater than mean in B). The table also includes a comparison of the log2 fold change of groups. You can view a histogram for any individual distributions by clicking on its distribution plot.
diff --git a/apps/iatlas/app/inst/markdown/ici_models.markdown b/apps/iatlas/app/inst/markdown/ici_models.markdown
new file mode 100644
index 0000000000..b082bfe883
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/ici_models.markdown
@@ -0,0 +1,9 @@
+Drag and drop ICI Datasets of interest in *1. Select training and testing datasets* to be used either for training or testing of the model. In *2. Select predictors*, select features of interest to be included as predictors in your models. You can also select the independent variable in *3. Select Response Variable*.
+
+Advanced options, such as scaling of numerical predictors and balancing of categorical classes, are optional and available in the *Advanced* box (Click on + to expand the options). You can change the datasets available by changing your selection in ICI Cohort Selection.
+
+Press *Train Model* for each model that you want to run, and press it again to update the model each time changes in selection are made. Summary of model parameters (when applicable), accuracy over cross validation, and importance of predictors will be shown.
+
+When you determine that your trained model is ready to be tested against the testing datasets, press *Run model in the test dataset(s)*. You will see a KM plot stratifying patients based on the predicted response, an AUC plot, and a confusion matrix with associated statistics for each one of the datasets selected for testing.
+
+You can click below for more information on the method for merging the data and running the model. Notebooks replicating the analysis are available in our [iatlas-notebooks](https://github.com/CRI-iAtlas/iatlas-notebooks) repository.
diff --git a/apps/iatlas/app/inst/markdown/ici_overview_datasets.markdown b/apps/iatlas/app/inst/markdown/ici_overview_datasets.markdown
new file mode 100644
index 0000000000..470b9c39c4
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/ici_overview_datasets.markdown
@@ -0,0 +1,8 @@
+All the modules in the Molecular Response to ICI section of CRI-iAtlas provide visualization of immunogenomics features of the datasets described in the table below.
+
+
+
+
+
+
+
diff --git a/apps/iatlas/app/inst/markdown/immune_features_correlations.markdown b/apps/iatlas/app/inst/markdown/immune_features_correlations.markdown
new file mode 100644
index 0000000000..78a70e3754
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/immune_features_correlations.markdown
@@ -0,0 +1,7 @@
+Here, you can look at correlation of a response variable, with other variables, within each sample group. Select, the response variable on the right. Select a variable class on the left to specify which other variable you would like to correlate the response variable with.
+The result will be a heatmap, with positive correlation shown with a red scale, absence of correlation in white, and negative correlation in blue.
+Click on any cell in the heatmap to see the underlying data as a scatterplot.
+In the scatterplot, each point represents a tumor sample, the response variable is shown on the Y-axis and the row variable is shown on the X-axis.
+
+Manuscript context: Select “Leukocyte Fraction” as the response variable, “DNA Alteration” as the variable class, and Spearman correlation.
+This will correspond to Figure 4A if you are looking at immune subtypes as your sample grouping.
\ No newline at end of file
diff --git a/apps/iatlas/app/inst/markdown/immune_features_dist.markdown b/apps/iatlas/app/inst/markdown/immune_features_dist.markdown
new file mode 100644
index 0000000000..c47b9bd585
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/immune_features_dist.markdown
@@ -0,0 +1,4 @@
+This displays the value of immune readouts by sample group.
+Select a variable class to see the distribution of variables within that class displayed as as violin plot.
+Manuscript context:
+This allows you to display distributions such as those shown in Figures 1C and 1D.
diff --git a/apps/iatlas/app/inst/markdown/immunomodulators.markdown b/apps/iatlas/app/inst/markdown/immunomodulators.markdown
new file mode 100644
index 0000000000..44125f753d
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/immunomodulators.markdown
@@ -0,0 +1,2 @@
+Explore the expression of genes that code for immunomodulating proteins,
+including checkpoint proteins.",
diff --git a/apps/iatlas/app/inst/markdown/immunomodulators_distributions.markdown b/apps/iatlas/app/inst/markdown/immunomodulators_distributions.markdown
new file mode 100644
index 0000000000..52b12dec1a
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/immunomodulators_distributions.markdown
@@ -0,0 +1,13 @@
+Select Immumodulator Gene to see its expression in the data set.
+Use Select Immumodulator Category (drop-down menu on the right) to
+organize the selection by particular categories. The categories,
+will subsequently appear in the left drop-down menu.
+The Categories are:
+
+- *Gene Family*, such as TNF, MHC Class II, Immunoglobulin, or CXC chemokine
+- *Super Category*, such as Ligand, Receptor, or Antigen Presentation
+- *Immune Checkpoint*, classified as Inhibitory or Stimulatory
+
+Manuscript context: If you are looking at Immune Subtypes, select EDNRB or CXCL10 to get figure 6B.
+
+You can view a histogram for any indvidual distributions by clicking on its violin plot.
diff --git a/apps/iatlas/app/inst/markdown/immunomodulators_dt.markdown b/apps/iatlas/app/inst/markdown/immunomodulators_dt.markdown
new file mode 100644
index 0000000000..6894376722
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/immunomodulators_dt.markdown
@@ -0,0 +1,2 @@
+The table shows annotations of the immumodulators, and source.
+Use the Search box in the upper right to find an immumodulator of interest.
diff --git a/apps/iatlas/app/inst/markdown/io_target.markdown b/apps/iatlas/app/inst/markdown/io_target.markdown
new file mode 100644
index 0000000000..2a3afb2282
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/io_target.markdown
@@ -0,0 +1,17 @@
+This module allows you to explore the tumor expression of some of the immuno-oncological (IO) targets discussed in
+[Cancer Research Institute](href="https://www.cancerresearch.org)
+[Clinical Accelerator](https://www.cancerresearch.org/scientists/clinical-accelerator/leadership) publications
+
+- Comprehensive 2017 IO landscape analysis ([Annals of Oncology](https://academic.oup.com/annonc/article/29/1/84/4693829) December 2017)
+- Comprehensive 2018 IO landscape analysis including a comparison to the previous year ([Nature Reviews Drug Discovery](https://www.nature.com/articles/nrd.2018.167) October 2018)
+- Comprehensive 2019 IO landscape analysis ([Nature Reviews Drug Discovery](https://www.nature.com/articles/d41573-019-00167-9) September 2019)
+
+and to connect to additional resources on agents for those targets provided by those studies.
+
+All displayed targets and descriptions are compiled and annotated by the
+[Cancer Research Institute](https://www.cancerresearch.org)
+[Clinical Accelerator](https://www.cancerresearch.org/scientists/clinical-accelerator/leadership)
+management team using publicly available data, including trade news, company press releases, academic publications, and NCBI.
+
+For more information about publications and Cancer Research Institute’s IO Landscape, please go to
+[Landscape of Immuno-Oncology Drug Development](https://www.cancerresearch.org/scientists/clinical-accelerator/landscape-of-immuno-oncology-drug-development)
diff --git a/apps/iatlas/app/inst/markdown/io_target_dist.markdown b/apps/iatlas/app/inst/markdown/io_target_dist.markdown
new file mode 100644
index 0000000000..a2aa120768
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/io_target_dist.markdown
@@ -0,0 +1,20 @@
+To explore gene expression distributions, vary sample grouping by selecting an option from Explorer Settings in the left panel.
+Options include Immune Subtype Groups (default), TCGA Subtype Groups, and TCGA Study.
+
+For more information about Sample Groups, refer to Sample Group Overview in the left panel.
+
+Select an IO Target Gene below to see its expression in tumor samples.
+By default, IO Target Genes are grouped by therapy type.
+To vary IO Target Category, select a different option from IO Target Category (drop-down menu on the right) to re-organize the IO Target Gene list.
+
+The IO Target Categories are:
+
+*Therapy Type*, the type of therapy as described in [Annals of Oncology](href="https://academic.oup.com/annonc/article/29/1/84/4693829), December 2017
+
+- **T-cell-targeted immunomodulators**, that act on inhibitory or activating molecules expressed by T cells
+- **Other immunomodulators**, that act on other immune cells or the tumor immune microenvironment to unleash antitumor immunity
+- **Targeted by Other Immuno-Oncology Therapy Type**, (Cancer Vaccine, Cell therapy, Oncolytic Virus, and CD3-targeted bispecific antibody) to unleash antitumoral immunity
+
+*Pathway*, one of the molecular pathways to which the target protein belongs.
+Sourced from [NCBI Biosystems](href="https://www.ncbi.nlm.nih.gov/biosystems/) (e.g. KEGG database, Reactome database, WikiPathways).
+
diff --git a/apps/iatlas/app/inst/markdown/io_target_dt.markdown b/apps/iatlas/app/inst/markdown/io_target_dt.markdown
new file mode 100644
index 0000000000..690bc601c3
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/io_target_dt.markdown
@@ -0,0 +1,7 @@
+The table shows annotations of the IO Targets, with columns as described above
+and description based on public resources such as NCBI.
+Use the Search box in the upper right to find an IO target of interest.
+
+The last column provides a direct link to target information on the
+IO Landscape resource such as number of target agents under active
+development, and development stage.
diff --git a/apps/iatlas/app/inst/markdown/methods/BCR.markdown b/apps/iatlas/app/inst/markdown/methods/BCR.markdown
new file mode 100644
index 0000000000..21c029400a
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/BCR.markdown
@@ -0,0 +1,34 @@
+**Title:** BCR Inference from Tumor RNA-Seq Data
+
+**Description:** We used the VDJer tool (Mose et al., 2016), running
+ on the ISB Cancer Genomics Cloud , to reconstruct the immunoglobulin
+ heavy chain for all tumor samples. Paired end mRNASeq FASTQ data
+ were aligned to human reference genome hg38 using STAR version
+ 2.4.2a (Dobin et al., 2013). FASTQ files containing more than one
+ read length were truncated to the shorter length. STAR was
+ configured to emit unmapped reads within the output BAM files and
+ samtools was used to generate BAM indices. An estimated insert size
+ for each sample was calculated by using bwa version 0.7.12 (Li and
+ Durbin, 2009) to align the first 1,000,000 read pairs of each sample
+ to a reference human transcriptome and identifying the median bwa
+ computed insert length. BCR heavy chain contigs and read alignments
+ were generated using V'DJer version 0.12 run in standard mode. RSEM
+ version 1.2.21 (Li and Dewey, 2011) was then used to quantify the
+ BCR contigs. The RSEM reference was generated by running
+ rsem-prepare-reference against the BCR contig fasta file and
+ quantification was performed using
+ rsem-calculate-expression. Expression counts were normalized to the
+ total mRNASeq count for each sample. Isotypes for each contig were
+ identified by mapping the trailing 48 bases to the hg38 reference
+ and using the resultant alignment coordinates to call the
+ isotype. IMGT/HighV-Quest (Lefranc et al., 2009)
+ (http://www.imgt.org/IMGTindex/IMGTHighV-QUEST.php) was used to
+ identify V and J gene segments, CDR3 sequence and V region identity
+ for each contig. IgH diversity scores (Shannon Entropy, Evenness,
+ and Richness) are provided in Table S1 of the manuscript and in this
+ tool.
+
+[Reference Listing](https://www.cell.com/immunity/references/S1074-7613\(18\)30121-3)
+
+**Contributors:** Joel Parker, Lisle E. Mose, Sheila M. Reynolds, Benjamin Vincent
+
diff --git a/apps/iatlas/app/inst/markdown/methods/CI.markdown b/apps/iatlas/app/inst/markdown/methods/CI.markdown
new file mode 100644
index 0000000000..d5c3c8935d
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/CI.markdown
@@ -0,0 +1,7 @@
+**Title:** Confidence Interval for Prognostic Correlation
+
+**Description:** To further dissect the prognostic impact of individual gene expression signatures or immune cell types within immune subtypes and tumor types, we used the concordance index (CI) (Pencina and D'Agostino, 2004) to correlate the immune signatures and the cellular fractions with the outcomes (OS and PFI). The concordance index is defined by the relative frequency of accurate pairwise predictions of survival over all pairs of patients for which such a meaningful determination can be achieved. Samples with missing values in the features of interest or the outcomes were excluded from the analysis. Heatmaps were generated in R using the heatmap.2 function from the gplots package.
+
+[Reference List](https://www.cell.com/immunity/references/S1074-7613\(18\)30121-3)
+
+**Contributors:** Tai-Hsien Ou Yang, Dimitris Anastassiou
diff --git a/apps/iatlas/app/inst/markdown/methods/CIBERSORT.markdown b/apps/iatlas/app/inst/markdown/methods/CIBERSORT.markdown
new file mode 100644
index 0000000000..48e4b4b2fb
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/CIBERSORT.markdown
@@ -0,0 +1,42 @@
+**Title:** Immune Cellular Fraction Estimates
+
+**Description:** The relative fraction of 22 immune cell types within the leukocyte compartment were estimated using CIBERSORT (Newman et al., 2015). These proportions were multiplied by LF to yield corresponding estimates in terms of overall fraction in tissue. Further, values were aggregated in various combinations to yield abundance of more comprehensive cellular classes, such as lymphocytes, macrophages and CD4 T cells. More specifically, we applied CIBERSORT to TCGA RNASeq data. CIBERSORT (cell-type identification by estimating relative subsets of RNA transcripts) uses a set of 22 immune cell reference profiles to derive a base (signature) matrix which can be applied to mixed samples to determine relative proportions of immune cells. As several key immune genes used in the signatures are absent from TCGA GAF (Generic Annotation File) Version 3.0, we applied CIBERSORT to a re-quantification of the TCGA data using Kallisto (Bray et al., 2016) and the Gencode GTF (Harrow et al., 2012)(available from https://www.gencodegenes.org/), which includes the missing genes. A version of the entire TCGA RNA-seq data normalized to Gencode with Kallisto was computed on the ISB Cancer Genomics Cloud by Steve Piccolo's group at BYU (https://osf.io/gqrz9/wiki/home/) (Tatlow and Piccolo, 2016).
+
+In order to relate to results to other estimates in this study, three aggregation schemes were defined as follows
+
+*Aggregate 1*
+(6 classes; Used in Figure 2A, e.g.) Lymphocytes=B.cells.naive+B.cells.memory+T.cells.CD4.naive+T.cells.CD4.memory.resting+T.cells.CD4.memory.activated+T.cells.follicular.helper+T.cells.regulatory..Tregs+T.cells.gamma.delta+T.cells.CD8+NK.cells.resting+NK.cells.activated+Plasma.cells,
+Macrophages=Monocytes + Macrophages.M0 + Macrophages.M1 + Macrophages.M2
+Dendritic.cells=Dendritic.cells.resting + Dendritic.cells.activated,
+Mast.cells=Mast.cells.resting + Mast.cells.activated,
+Neutrophils=Neutrophils,
+Eosinophils=Eosinophils,
+
+*Aggregate 2*
+(9 classes; used for cytokine network, including Figure 7A,B,C)
+T.cells.CD8=T.cells.CD8,
+T.cells.CD4=T.cells.CD4.naive+T.cells.CD4.memory.resting+T.cells.CD4.memory.activated,
+B.cells=B.cells.naive + B.cells.memory,
+NK.cells=NK.cells.resting+NK.cells.activated,
+Macrophage=Macrophages.M0 + Macrophages.M1 + Macrophages.M2,
+Dendritic.cells=Dendritic.cells.resting + Dendritic.cells.activated,
+Mast.cells=Mast.cells.resting + Mast.cells.activated,
+Neutrophils=Neutrophils,
+Eosinophils=Eosinophils
+
+*Aggregate 3*
+(11 classes)
+T.cells.CD8=T.cells.CD8,
+T.cells.CD4=T.cells.CD4.naive+T.cells.CD4.memory.resting+T.cells.CD4.memory.activated+T.cells.follicular.helper+T.cells.regulatory..Tregs,
+T.cells.gamma.delta=T.cells.gamma.delta,
+B.cells=B.cells.naive + B.cells.memory,
+NK.cells=NK.cells.resting+NK.cells.activated,
+Plasma.cells=Plasma.cells,
+Macrophage=Monocytes + Macrophages.M0 + Macrophages.M1 + Macrophages.M2, Dendritic.cells=Dendritic.cells.resting + Dendritic.cells.activated,
+Mast.cells=Mast.cells.resting + Mast.cells.activated,
+Neutrophils=Neutrophils,
+Eosinophils=Eosinophils
+
+[Reference List](https://www.cell.com/immunity/references/S1074-7613\(18\)30121-3)
+
+**Contributors:** Andrew Gentles, Vesteinn Thorsson, Alex J. Lazar, David L. Gibbs
diff --git a/apps/iatlas/app/inst/markdown/methods/CNVR-DDR.markdown b/apps/iatlas/app/inst/markdown/methods/CNVR-DDR.markdown
new file mode 100644
index 0000000000..a6dac91252
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/CNVR-DDR.markdown
@@ -0,0 +1,12 @@
+**Title:** Copy Number and DNA Damage Scores
+
+**Description:** All purity, ploidy, LOH and CNV calls used to generate the DNA damage scores used in this study and summarized below were generated by the TCGA Aneuploidy AWG using ABSOLUTE (Carter et al., 2012; Taylor et al., 2018). In brief, ABSOLUTE was run, using default parameters, on segmentation data generated from Affymetrix genome-wide human SNP6.0 arrays by hapseg and on SNV and indel calls from the MC3 variant file. All clonality calls for quantifying intratumoral heterogeneity (ITH) were also determined by ABSOLUTE, which models tumor copy number alterations and mutations as mixtures of subclonal and clonal components of varying ploidy. Specifically, for these analyses, ITH score was defined as the subclonal genome fraction (which measures the fraction of tumor genome that is not part of the "plurality" clone), as determined from ABSOLUTE.
+
+Scores for copy number burden, aneuploidy, loss of heterozygosity, and homologous recombination deficiency (HRD) were derived (Knijnenburg et al., 2018). Copy number burden scores frac_altered and n_segs (fraction altered, and number of segments, respectively) represent the fraction of bases deviating from baseline ploidy (defined as above 0.1 or below -0.1 in log2 relative copy number (CN) space), and the total number of segments in each samples copy number profile, respectively. LOH_n_seg and LOH_frac_altered are the number of segments with LOH events and fraction of bases with LOH events, respectively. HRD score is a measure quantifying defects in homologous recombination that sums 3 separate metrics of genomic scarring: large (>15 Mb) non-arm-level regions with LOH, large-scale state transitions (breaks between adjacent segments of >10 Mb), and subtelomeric regions with allelic imbalance.
+
+Aneuploidy scores were calculated as the sum total of amplified or deleted (collectively altered) arms (Taylor et al., 2018). To call arm alterations, sample chromosome arms were first stratified by sample tumor type, type of alteration being tested (amplification or deletion), and chromosome arm (1p, 1q, etc.). The samples are then clustered using an n-component Gaussian Mixture Model fitted on that particular arms start coordinate, end coordinate, and percentage length of longest joined segment in that arm for each sample (segments were joined until the joined segment either encompassed the entire chromosome or achieved >20% contamination by segments not of that alteration type) for each sample. For each clustering, number of clusters n was chosen from 2-9 based on lowest Bayesian Information Criterion. Arms were designated as as altered if they belonged to a cluster of arms with mean fraction altered >=80%. Each segment was designated amplified, deleted, or neutral based on its copy number relative to the samples rounded ploidy.
+
+[Reference List](https://www.cell.com/immunity/references/S1074-7613\(18\)30121-3)
+
+
+**Contributors:** Galen Gao, Andrew Cherniack
diff --git a/apps/iatlas/app/inst/markdown/methods/CellImage_method.markdown b/apps/iatlas/app/inst/markdown/methods/CellImage_method.markdown
new file mode 100644
index 0000000000..b16fda869c
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/CellImage_method.markdown
@@ -0,0 +1,11 @@
+**Title:** Cell, ligand and receptor abundance
+
+**Description:** To generate the cellular image for display, the figure was drawn in Adobe Illustrator, exported to SVG and transformed into “Cairo” graphic SVG format for import into R as a grid object (using the R package grImport2). The proteins and cells shown in the image were then made available for display as a node-edge network. In the node-edge network directionality of network edges follows that of the related CRI iAtlas module devoted to showing extracellular networks of the tumor microenvironment.
+
+To yield values for display, the gene expression values for each protein shown were first binned into tertiles (low, medium, high). The binning was performed over all TCGA samples. The ‘abundance’ was computed as the fraction of samples within a the selected subtype that map to the mid and high value bins. The abundance can thus range from 0 to 1. Identical binning was performed to yield cell abundance within the subtype.
+
+Some details of the value estimation prior to binning are as follows. Immune cell abundance was estimated with CIBERSORT. The T Cell estimate corresponds to the CD8 T Cell estimate from CIBERSORT; Macrophage level is given by the sum of M0, M1, M2 macrophages according to CIBERSORT; Dendritic cells are a combination of CIBERSORT resting and activated Dendritic cells. The Tumor Cells estimate are estimated by TCGA tumor purity. The T cell receptor (TCR) value was approximated by the T Cell estimate. MHC Class I values (MHC) were set to the expression of the single HLA gene HLA-A, and MHC Class II (MHC-II) approximated by the expression of HLA-DPA1. In the network diagram, the TCR and peptide-mediated binding interactions are not shown. ICOSLG codes for the protein ICOSL.
+
+**Acknowledgment:** The CRI iAtlas team is grateful to Allison Kudla of the Institute for Systems Biology for producing the cell image file and for being patient with multiple requests for modifications. The figure was adapted from *CTLA-4 and PD-1/PD-L1 blockade: new immunotherapeutic modalities with durable clinical benefit in melanoma patients* PA Ott, FS Hodi, and C Robert; Clin Cancer Res. 2013 Oct 1;19(19):5300-9; doi: 10.1158/1078-0432.CCR-13-0143.
+
+**Contributors:** Vésteinn Thorsson, Carolina Heimann, Allison Kudla, David L. Gibbs, Ilya Shmulevich
diff --git a/apps/iatlas/app/inst/markdown/methods/ExpSig.markdown b/apps/iatlas/app/inst/markdown/methods/ExpSig.markdown
new file mode 100644
index 0000000000..1432d3ddc4
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/ExpSig.markdown
@@ -0,0 +1,7 @@
+**Title:** Tumor Immune Expression Signatures
+
+**Description:** We undertook an extensive literature search and assembled a collection of 160 immune expression signatures utilizing diverse resources which were considered to be reliable and comprehensive, based on the expert opinions of immune-oncologists in the group. Of these signatures, 83 were derived in the context of studies of the immune response in cancer and the remaining 77 are of general validity for immunity. The 83 signatures that are known to be associated with immune activity in tumor tissue consisted of 68 gene sets collected from earlier studies (Wolf et al., 2014), 9 co-expression signatures derived from computational analysis of all TCGA gene expression data sets (immune metagene attractors), (Cheng et al., 2013a, b), 3 signatures representing the functional orientation of the immune contexture (or Immunologic Constant of Rejection, ICR) (Bedognetti et al., 2016; Galon et al., 2013; Hendrickx et al., 2017), and 3 signatures from a recent study characterizing the immune microenvironment of clear cell renal cell carcinoma (Senbabaoglu et al., 2016). The 77 more general signatures comprised scores of 45 signatures representing individual cell types from two sources (20 from (Gentles et al., 2015) and 25 from (Bindea et al., 2013)) and 32 scores encompassing the dominant modes of scores derived from the ImmuneSigDB (Godec et al., 2016)(Collection C7 of MSigDB, Broad Institute)(Subramanian et al., 2005). The modes were determined as the first 32 principal components of 1888 Immune C7 human gene sets, and were used as the full set was overwhelmingly large and complex. Gene sets were scored using single-sample gene set enrichment (ssGSEA) analysis (Barbie et al., 2009), as implemented in the GSVA R package(Hanzelmann et al., 2013).
+
+[Reference List](https://www.cell.com/immunity/references/S1074-7613\(18\)30121-3)
+
+**Contributors:** David L. Gibbs, Denise Wolf, Vesteinn Thorsson, Benjamin Vincent, Ilya Shmulevich
diff --git a/apps/iatlas/app/inst/markdown/methods/LENS_Neoantigen.markdown b/apps/iatlas/app/inst/markdown/methods/LENS_Neoantigen.markdown
new file mode 100644
index 0000000000..7ecaf39069
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/LENS_Neoantigen.markdown
@@ -0,0 +1,28 @@
+**Title:** Prediction of Neoantigens
+
+**Description:** Neoantigens were predicted using the Landscape of Effective Neoantigens Software (LENS) workflow (Vensko 2023).
+LENS is a bioinformatic workflow for predicting tumor-specific and tumor-associated antigens across a variety of tumor antigen sources.
+
+The classes of neoantigens predicted by LENS are:
+
+- Somatic SNVs: Somatic single-nucleotide variants (SNVs), or variants present within tumor tissue but absent from germline tissue. These peptides may be a direct result of a somatic variant or may be a downstream coding consequence of the variant.
+
+- Somatic InDels: Somatic insertion/deletion variants (InDels), or variants present within tumor tissue but absent from germline tissue. These peptides may be a direct result of a somatic variant or may be a downstream coding consequence of the variant.
+
+- Fusion Events: Scenarios in which a translocation, deletion, or inversion causes two previously genomically distant loci to become neighboring sequences or “fuse” within the genome are also of interest as sources of tumor antigens.
+
+- Splice Variants: Aberrant splicing events create tumor-specific transcripts through intron retention, exon skipping, or altered splice targeting.
+
+- CTAs and Self-antigens: These antigens are non-mutated self-antigens that may be overexpressed within a tumor. Antigens derived from these transcripts are commonly referred to as cancer testis antigens (CTAs).
+
+- Virus: Some viruses, such as human papillomavirus, Epstein–Barr virus, human T cell leukemia/lymphoma virus type 1, and hepatitis C virus, are associated with development of cancers in the tissues they infect earning them the label of oncogenic viruses.
+
+- ERVs: Aberrantly expressed endogenous retroviruses (ERVs).
+
+More information on LENS is available at:
+
+[Manuscript](https://academic.oup.com/bioinformatics/article/39/6/btad322/7162685)
+
+[Gitlab Wiki](https://gitlab.com/landscape-of-effective-neoantigens-software/nextflow/modules/tools/lens/-/wikis/home)
+
+**Contributors:** Steven P Vensko II, Dante Bortone
diff --git a/apps/iatlas/app/inst/markdown/methods/LF.markdown b/apps/iatlas/app/inst/markdown/methods/LF.markdown
new file mode 100644
index 0000000000..a918dbfd44
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/LF.markdown
@@ -0,0 +1,13 @@
+**Title:** Leukocyte Fraction
+
+**Description:** Overall leukocyte content in 10,817 TCGA tumor aliquots was assessed by identifying DNA methylation probes with the greatest differences between pure leukocyte cells and normal tissue, then estimating leukocyte content using a mixture model. From Illumina Infinium DNA methylation platform arrays HumanMethylation450, 2000 loci were identified (200 for HumanMethylation27) that were the most differentially methylated between leukocyte and normal tissues, 1000 in each direction.
+
+Using the tumor with the least evidence of leukocyte methylation as a
+surrogate for the beta value for each locus in the pure tumor, 2000
+estimates were made, solving for a coefficient pi. We took the mode of 200 estimates to avoid loci that violate the assumptions. Using the estimated and the measured for tumor and leukocyte, with the same linear model, solved for (deconvoluted value) extracting the leukocyte fraction (LF). Estimates for DLBC, THYM, LAML were masked as their tissues of origin are expected to be related to leukocytes, and therefore there were not enough tissue-specific DNA methylation loci to distinguish the two.
+
+Stromal fraction (SF) was defined as the total non-tumor cellular component, obtained by subtracting tumor purity from unity, with the leukocyte proportion of stromal content R=LF/SF. Tumor purity was generated using ABSOLUTE (Carter et al., 2012),(Taylor et al., 2018). R was estimated by the Pearson correlation coefficient between SF and LF, assessed for individual sample groups (TCGA tumor types, subtypes, and immune subtypes).
+
+[Reference List](https://www.cell.com/immunity/references/S1074-7613\(18\)30121-3)
+
+**Contributors:** Hui Shen, Wanding Zhou, Vesteinn Thorsson
diff --git a/apps/iatlas/app/inst/markdown/methods/Response_ICI_Predictors.markdown b/apps/iatlas/app/inst/markdown/methods/Response_ICI_Predictors.markdown
new file mode 100644
index 0000000000..1bf5e0c3a1
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/Response_ICI_Predictors.markdown
@@ -0,0 +1,168 @@
+**Title:** Predictors of Response to Immune Checkpoint Inhibitor immunotherapy
+
+**Description:** Potential predictors of response to Immune Checkpoint Inhibitors
+ therapy were computed for all samples in the datasets in the Molecular Response to ICI modules.
+
+
+*Obtaining gene counts:* STAR v2.4.2(Dobin, et al., 2013) was used to align RNA-seq paired fastq reads to the transcript coordinates of hg38. Read mappings to gene isoforms were counted using Salmon v1.1.0(Patro, et al., 2017). These isoform counts were mapped to genes using biomart(Durinck, et al., 2009) and summed for gene-level counts.
+
+
+*Diversity calculation:* RNA-seq paired fastq reads were processed using MiXCR v2.1.9(Bolotin, et al., 2015) using the IMGT v201802-5.sv2(Lefranc, 2011) library. Two partial alignments were performed with one extension phase. Abundance was taken as the sum of reads for each clone. Richness was the total number of clones. Chao1(Chiu, et al., 2014) and Shannon entropy(Shannon, 1948) were calculated using the R Package vegan. Evenness was calculated as Shannon entropy / Log(Richness)(Pielou, 1966). d25, d50 and d75 (dXX) indices were calculated as described by VDJTools(Shugay, et al., 2015) GitHub repository: “The estimate equals to 1 - n / N, where n is the minimum number of clonotypes accounting for at least XX% of the total reads and code N is the total number of clonotypes in the sample.”
+
+*CIBERSORTx:* CIBERSORTx scores were obtained as described(Newman, et al., 2019).
+
+
+*IMPRES:* IMPRES scores were calculated as described(Auslander, et al., 2018) and implemented in the Vincent Lab R-package, binfotron::calc_impres (devtools::install_github("Benjamin-Vincent-Lab/binfotron").
+
+
+*ICP Ratios:* Biocarta or Reactome CTLA4 signature normalized by the Bindea signature (eg CTLA vs Th1: BIOCARTA_CTLA4_PATHWAY signature score / Bindea_Th1_Cells signature score)
+
+
+*Gene signature derivation:* Gene signatures were derived by running DESeq2(Love, et al., 2014) on gene count data and grouping the significant up and down genes in their respective signatures.
+
+
+*Gene signature calculations:* Gene counts were upper-quartile normalized and then log2 transformed, log2(normalized counts +1). Signatures were calculated as the median log2-transformed value of the genes in a given gene signature.
+
+
+*Gene signature sources:*
+
+Beck_Mac_CSF1(Beck, et al., 2009)
+
+Bindea_BCells, Bindea_aDC, Bindea_DC, Bindea_Eosinophils, Bindea_iDC, Bindea_Mast_Cells, Bindea_Neutrophils, Bindea_NK_CD56bright, Bindea_NK_CD56dim, Bindea_NK_Cells, Bindea_pDC, Bindea_Tcm, Bindea_Tem, Bindea_TFH, Bindea_Tgd, Bindea_CD8_TCells, Bindea_TCells, Bindea_THelper, Bindea_Th1_Cells, Bindea_Th2_Cells, Bindea_Th17_Cells, Bindea_TReg, Bindea_Cytotoxic_Cells, Bindea_Macrophages(Bindea, et al., 2013)
+
+BIOCARTA_CTLA4_PATHWAY(Nishimura, 2004)
+
+Chan_TIC(Chan, et al., 2009)
+
+Chang_Serum_Response_Up, CSF1_Response, LIexpression_Score, Module3_IFN_Score, TGFB_Score(Thorsson, et al., 2018)
+
+Cytolytic_Score(Roufas, et al., 2018)
+
+Fan_IGG(Fan, et al., 2011)
+
+GO_BCR_Signaling(Gene Ontology terms 0050853 - GO:0050853)
+
+GO_TCR_Signaling(Gene Ontology terms 0050852 - GO:0050852)
+
+IglesiaVincent_BCell, IglesiaVincent_CD8, IglesiaVincent_CD68, IglesiaVincent_MacTh1, IglesiaVincent_TCell (Iglesia, et al., 2014)
+
+KardosChai_ImSuppress, KardosChai_EMT_DOWN, KardosChai_EMT_UP (Kardos, et al., 2016)
+
+Palmer_BCell, Palmer_CD8, Palmer_TCell(Palmer, et al., 2006)
+
+Prat_Claudin(Prat, et al., 2010)
+
+REACTOME_CTLA4_INHIBITORY_SIGNALING, REACTOME_PD1_SIGNALING (Subramanian, et al., 2005)
+
+Rody_IL8, Rody_LCK, Rody_TNBC_BCell, Rody_TNBC_TCell (Rody, et al., 2009)
+
+Schmidt_BCell(Schmidt, et al., 2008)
+
+IPRES Signatures(Hugo, et al., 2016)
+
+Hugo_Responder - all genes up in responders from their analysis
+
+Hugo_FDR_Responder - fdr significant genes from all_re_siggenes
+
+Hugo_NonResponder - all genes up in non-responders from their analysis
+
+Hugo_FDR_NonResponder - fdr significant genes from all_nr_siggenes
+
+Hugo_IPRES26 - IPRES gene set; IPRES06 plus similar gene sets
+
+Hugo_IPRES22 - IPRES26 minus 4 Hugo et.al. dropped for subsequent analysis
+
+Hugo_IPRES08 - original significant sets Hugo et.al. found in creating IPRES
+
+Hugo_IPRES06 - IPRES08 minus 2 gene sets Hugo et.al. felt weren't similar
+
+Vincent_IPRES_Responder – Vincent Lab analysis of Hugo et.al. data; genes up in responders
+
+Vincent_IPRES_NonResponder - Vincent Lab analysis of Hugo data; genes up in non-responders
+
+
+**Datasets**
+
+Gide_Cell_2019(Gide, et al., 2019)
+
+HugoLo_IPRES_2016(Hugo, et al., 2016)
+
+IMVigor210(Balar, et al., 2017; Rosenberg, et al., 2016)
+
+Prins_GBM_2019(Cloughesy, et al., 2019)
+
+Riaz_Nivolumab_2017(Riaz, et al., 2017)
+
+VanAllen_antiCTLA4_2015(Van Allen, et al., 2015)
+
+
+**References**
+
+Auslander, N., et al. Robust prediction of response to immune checkpoint blockade therapy in metastatic melanoma. Nat Med 2018;24(10):1545-1549.
+
+Balar, A.V., et al. Atezolizumab as first-line treatment in cisplatin-ineligible patients with locally advanced and metastatic urothelial carcinoma: a single-arm, multicentre, phase 2 trial. Lancet 2017;389(10064):67-76.
+
+Beck, A.H., et al. The macrophage colony-stimulating factor 1 response signature in breast carcinoma. Clin Cancer Res 2009;15(3):778-787.
+
+Bindea, G., et al. Spatiotemporal dynamics of intratumoral immune cells reveal the immune landscape in human cancer. Immunity 2013;39(4):782-795.
+
+Bolotin, D.A., et al. MiXCR: software for comprehensive adaptive immunity profiling. Nat Methods2015;12(5):380-381.
+
+Chan, K.S., et al. Identification, molecular characterization, clinical prognosis, and therapeutic targeting of human bladder tumor-initiating cells. Proc Natl Acad Sci U S A 2009;106(33):14016-14021.
+
+Chiu, C.H., et al. An improved nonparametric lower bound of species richness via a modified good-turing frequency formula. Biometrics 2014;70(3):671-682.
+
+Cloughesy, T.F., et al. Neoadjuvant anti-PD-1 immunotherapy promotes a survival benefit with intratumoral and systemic immune responses in recurrent glioblastoma. Nat Med 2019;25(3):477-486.
+
+Dobin, A., et al. STAR: ultrafast universal RNA-seq aligner. Bioinformatics 2013;29(1):15-21.
+
+Durinck, S., et al. Mapping identifiers for the integration of genomic datasets with the R/Bioconductor package biomaRt. Nat Protoc 2009;4(8):1184-1191.
+
+Fan, C., et al. Building prognostic models for breast cancer patients using clinical variables and hundreds of gene expression signatures. BMC Med Genomics 2011;4:3.
+
+Gide, T.N., et al. Distinct Immune Cell Populations Define Response to Anti-PD-1 Monotherapy and Anti-PD-1/Anti-CTLA-4 Combined Therapy. Cancer Cell 2019;35(2):238-255 e236.
+
+Hugo, W., et al. Genomic and Transcriptomic Features of Response to Anti-PD-1 Therapy in Metastatic Melanoma. Cell 2016;165(1):35-44.
+Iglesia, M.D., et al. Prognostic B-cell signatures using mRNA-seq in patients with subtype-specific breast and ovarian cancer. Clin Cancer Res 2014;20(14):3818-3829.
+
+Kardos, J., et al. Claudin-low bladder tumors are immune infiltrated and actively immune suppressed. JCI Insight 2016;1(3):e85902.
+
+Lefranc, M.P. IMGT, the International ImMunoGeneTics Information System. Cold Spring Harb Protoc2011;2011(6):595-603.
+
+Love, M.I., Huber, W. and Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol 2014;15(12):550.
+
+Newman, A.M., et al. Determining cell type abundance and expression from bulk tissues with digital cytometry. Nat Biotechnol 2019;37(7):773-782.
+
+Nishimura, D. A View From the Web: BioCarta. Biotechnology Software & Internet Journal 2004;2(3):117-120.
+
+Palmer, C., et al. Cell-type specific gene expression profiles of leukocytes in human peripheral blood. BMC Genomics 2006;7:115.
+
+Patro, R., et al. Salmon provides fast and bias-aware quantification of transcript expression. Nat Methods2017;14(4):417-419.
+
+Pielou, E.C. Species-diversity and pattern-diversity in the study of ecological succession. J Theor Biol1966;10(2):370-383.
+
+Prat, A., et al. Phenotypic and molecular characterization of the claudin-low intrinsic subtype of breast cancer. Breast Cancer Res 2010;12(5):R68.
+
+R Core Team. 2014. R: A language and environment for statistical computing. http://www.R-project.org/
+
+Riaz, N., et al. Tumor and Microenvironment Evolution during Immunotherapy with Nivolumab. Cell2017;171(4):934-949 e916.
+
+Rody, A., et al. T-cell metagene predicts a favorable prognosis in estrogen receptor-negative and HER2-positive breast cancers. Breast Cancer Res 2009;11(2):R15.
+
+Rosenberg, J.E., et al. Atezolizumab in patients with locally advanced and metastatic urothelial carcinoma who have progressed following treatment with platinum-based chemotherapy: a single-arm, multicentre, phase 2 trial. Lancet 2016;387(10031):1909-1920.
+
+Roufas, C., et al. The Expression and Prognostic Impact of Immune Cytolytic Activity-Related Markers in Human Malignancies: A Comprehensive Meta-analysis. Front Oncol 2018;8:27.
+
+Schmidt, M., et al. The humoral immune system has a key prognostic impact in node-negative breast cancer. Cancer Res 2008;68(13):5405-5413.
+
+Shannon, C.E. A Mathematical Theory of Communication. The Bell System Technical Journal 1948;27:379–423, 623–656.
+
+Shugay, M., et al. VDJtools: Unifying Post-analysis of T Cell Receptor Repertoires. PLoS Comput Biol2015;11(11):e1004503.
+
+Subramanian, A., et al. Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci U S A 2005;102(43):15545-15550.
+
+Van Allen, E.M., et al. Genomic correlates of response to CTLA-4 blockade in metastatic melanoma. Science2015;350(6257):207-211.
+
+
+**Contributors:** Dante Bortone, Sarah Entwistle, Benjamin Vincent
+
diff --git a/apps/iatlas/app/inst/markdown/methods/Survival.markdown b/apps/iatlas/app/inst/markdown/methods/Survival.markdown
new file mode 100644
index 0000000000..a950a1e555
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/Survival.markdown
@@ -0,0 +1,7 @@
+**Title:** Survival Data
+
+**Description:** The values of OS, OS.time, PFI, and PFI.time were obtained from (Liu et al., 2018)
+
+[Reference List](https://www.cell.com/immunity/references/S1074-7613\(18\)30121-3)
+
+**Contributors:** Jianfang Liu, Hai Hu
diff --git a/apps/iatlas/app/inst/markdown/methods/TCGASubtype.markdown b/apps/iatlas/app/inst/markdown/methods/TCGASubtype.markdown
new file mode 100644
index 0000000000..852e4e0c85
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/TCGASubtype.markdown
@@ -0,0 +1,7 @@
+**Title:** TCGA Molecular Subtypes
+
+**Description:** Previously published TCGA molecular subtypes from multiple tumor types were collected and compiled into a single matrix. A total of 7,734 TCGA samples were annotated with with molecular subtypes based on TCGA Research Network tumor-specific publications for the following tumor types: ACC, AML, BLCA, BRCA, LGG/GBM , Pan-GI (ESCA/STAD/COAD/READ), HNSC, KICH, KIRC, KIRP, LIHC, LUAD, LUSC, OVCA, PCPG, PRAD, SKCM, THCA, UCEC, and UCS, with publication sources detailed on http://bioinformaticsfmrp.github.io/TCGAbiolinks/subtypes.html. The unified patient-centric matrix contains a comprehensive collection of the subtypes by molecular platform. Each column contains subtype assignments of a particular molecular platform (e.g., mRNA, DNA methylation, protein). We selected the most prominent subtype classification of a particular tumor type based on the corresponding paper recommendation and stored this information in column named Subtype_Selected.The subtype collection matrix and the bibliography associated with them are available within TCGAbiolinks on R/Bioconductor (http://bioconductor.org/packages/release/bioc/html/TCGAbiolinks.html) (Colaprico et al., 2016) and using the TCGAbiolinksGUI (Silva et al., 2016). The function PanCancerAtlas_subtypes() provides full access to the curated matrix used for this study. The Subtype_Selected column was used for molecular subtypes in this study.
+
+[Reference List](https://www.cell.com/immunity/references/S1074-7613\(18\)30121-3)
+
+**Contributors:** Tathiane Malta, Houtan Noushmehr, Antonio Colaprico.
diff --git a/apps/iatlas/app/inst/markdown/methods/TCR.markdown b/apps/iatlas/app/inst/markdown/methods/TCR.markdown
new file mode 100644
index 0000000000..faf3f6d0d3
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/TCR.markdown
@@ -0,0 +1,16 @@
+**Title:** TCR Inference from Tumor RNA-Seq Data
+
+**Descriptions:** Identification of TCR CDR3 sequences from T cells
+ present in the sequenced tumor sections was performed using MiTCR
+ v1.0.3,(Bolotin et al., 2013) and previously described parameters to
+ optimize extraction from RNA-seq datasets (Brown et al.,
+ 2015). Briefly, paired-end fastq files were concatenated into a
+ single file and run through MiTCR using the appropriate parameter
+ set for the sequence read length as described in Brown et al. Runs
+ were performed on the ISB Cancer Genomics Cloud. TCR diversity
+ scores (Shannon Entropy, Evenness, and Richness) are provided in
+ manuscript Table S1 and in this tool.
+
+[Reference List](https://www.cell.com/immunity/references/S1074-7613\(18\)30121-3)
+
+**Contributors:** Scott D. Brown, Sheila M. Reynolds
diff --git a/apps/iatlas/app/inst/markdown/methods/germline-colocalization.md b/apps/iatlas/app/inst/markdown/methods/germline-colocalization.md
new file mode 100644
index 0000000000..51a81a15c0
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/germline-colocalization.md
@@ -0,0 +1,21 @@
+**Title:** Germline Colocalization
+
+**Descriptions:** *Gene expression and splice quantitative trait locus analysis, and Colocalization:* We performed eQTL and sQTL analyses in TCGA and used summary statistics from the GTEx datasets to search for potential candidate genes. We excluded the HLA and IL17RA loci since SNPs at these loci are known eQTLs for genes that are part of the immune trait. For the significant and suggestive SNPs, we tested all genes within +/- 1MB for eQTL and all transcipts within +/- 500KB for sQTL. We used a shorter range for sQTLs with the assumption that SNPs affecting splicing are likely to act at a shorter distance.
+
+
+*TCGA dataset:* RNA-seq gene expression and splicing data were downloaded from the NIH Genomics Data Commons (https://gdc.cancer.gov/about-data/publications/pancanatlas and https://gdc.cancer.gov/about-data/publications/PanCanAtlas-Splicing-2018 (Kahles et al., 2018). For the sQTL analysis, we considered the following splicing categories: 3’, 5’, exome skipping, intron retention, and mutually exclusive exon events quantified by the Percent Spliced In (PSI) (Kahles et al., 2018). Only splicing events with more than 800 non-missing observations (~10% of the total data) were considered. Association analyses between either gene expression or PSI and the imputed SNPs were performed using linear regression using age, sex, PC1-7, and cancer type as covariates. We calculated FDR for each SNP separately, under the assumption that the SNP was already either significant or suggestive, and thus we had to correct for each of the genes at the locus but not all of the other SNPs (Table S5). We then selected the SNP-gene expression (eQTL) or SNP-gene splicing (sQTL) pairs with FDR p < 0.1 for further colocalization analysis.
+
+
+*GTEx dataset:* We downloaded all summary statistics for expression quantitative loci (eQTL - GTEx_Analysis_v8_eQTL_all_associations), and splicing quantitative loci (sQTL - GTEx_Analysis_v8_sQTL_all_associations) from GTEx project (https://console.cloud.google.com/storage/browser/gtex-resources) using the results from the latest version of the GTEx database (Version 8). For each SNP that had a genome-wide significant or suggestive association with one of the 33 immune traits by GWAS, we extracted all of the association statistics from the summary statistics for eQTL within +/- 1MB and for sQTLs within +/- 500 KB from all tissues in the GTEx summary statistics dataset. We then calculated FDR for each SNP, correcting for all of the genes at the locus across all tissues as we did for TCGA. For eQTL and/or sQTLs that had FDR p < 0.1, we pursued colocalization as below. TCGA GWAS summary statistics are annotated in Build 37, GTEx QTL summary stats are annotated in Build 38, when appropriate, liftover from Build 38 to 37 are provided using R/Bionconductor packages AnnotationHub (v2.12.1) (AH14150 chain file) and rtracklayer (v1.40.6). In the GTEx summary file (Tale S5) we annotated both Build 37 and Build 38 positions.
+
+
+*Colocalization analysis:* We performed colocalization posterior probability (CLPP) analysis using eCAVIAR (Hormozdiari et al., 2016) on both TCGA and GTEx results. eCAVIAR computes a posterior probability of causality based on association data and LD structure for the eQTL/sQTL and the trait GWAS and then calculates the joint probability of both of these being causal. It requires both summary statistics from GWAS and from the eQTL/sQTL analysis and the LD matrix of SNPs used in both analyses. For TCGA, we began with all SNPs that had FDR p < 0.1 with at least one gene and/or transcript and computed the eQTL and sQTL associations for the surrounding SNPs from the index SNP for that same gene/transcript using the same approach as outlined above. For GTEx, we began with SNP-gene expression or SNP-gene splicing pairs that met our FDR p < 0.1 criteria and extracted the eQTL and sQTL results for the surrounding SNPs from the summary results. For the GWAS and TCGA analyses, we calculated the genotype correlation (r) at each locus from the genotype data. For the GTEx analysis, we downloaded the individual genotype data from dbGAP for GTEx participants (https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs000424.v8.p2) and calculated genotypic correlation between SNPs in R. We then ran eCAVIAR separately for each FDR p < 0.1 eQTL and sQTL association from TCGA and GTEx, considering models at each locus that assume one or two causal variants. For each SNP-gene expression or SNP-gene splicing category pair, 200 SNPs (+/- 100 SNPs) around the index SNP were included in colocalization analysis. The CLPP of each SNP being causal was calculated, and also a regional CLPP by summing all 201 SNP CLPPs. We used a posterior probability of > 0.01 to consider plausible colocalization, including both the 1 and 2 locus model and considering the sum of the posterior probability SNPs in the colocalization results.
+
+
+*Expanded region criteria for colocalization:* Since eCAVIAR identified multiple genes at the same locus for many loci that have plausible colocalization within a +/- 100 SNP boundary, we sought stronger evidence for colocalization at the loci where eCAVIAR found colocalization by examining an expanded region. We reasoned that a gene or transcript that is causal for the immune trait should not be more strongly associated with another SNP in the region that has little or no evidence of association with the immune trait. Therefore, for each gene or splice variant that had plausible colocalization by eCAVIAR, we performed an expanded region search (+/- 1MB for eQTLs and +/- 500KB for sQTLs) to see if we can identify one or more SNPs that had a stronger effect in the eQTL/sQTL analysis in the same tissue/dataset, which we called “counter-evidence” SNPs. If eCAVIAR produced plausible evidence of colocalization (posterior prob>0.01) and we could find no SNPs that met our counter-evidence criteria in the expanded region, we considered the expanded region evidence for colocalization as strong. If we did find SNPs that met our counter-evidence criteria in the expanded region, then we compared the significance level for the eQTL/sQTL association of the counter-evidence SNP vs. the eQTL/sQTL association with index SNP (associated with the immune trait). If the counter-evidence SNP association with eQTL or sQTL had a neg log10 p value that was less or equal than 1.5 higher than the index SNP (GWAS significant SNP for the immune trait), then we considered the expanded region evidence as intermediate. If the difference in -log10 p values was >1.5, we considered the expanded region analysis to be negative.
+ To visualize the colocalization in the expanded region, we generated plots that show the -log10 p QTL vs. -log10 p GWAS for all of the GWAS significant SNPs with CLPP > 0.01. The plots included the association p values for all of the SNPs at +/- 1MB for eQTL and at +/- 500KB for sQTL from the gene which had a CLPP > 0.01. These plots are available at Figshare (GTEX expanded region analysis plots: https://doi.org/10.6084/m9.figshare.13089341; ; TCGA expanded region analysis plots: https://doi.org/10.6084/m9.figshare.13090031. . We color-coded these plots with the LD, based on the LD matrix from the TCGA. Counter-SNPs are found in the top left corner of these plots (i.e. strong association with the eQTL or sQTL but no association with the immune trait). Conversely if there were no counter-SNPs, then the strongest SNPs for association with the immune trait were also the strongest SNPs for the association with the eQTL/sQTL.
+
+
+[Reference Listing](https://doi.org/10.1016/j.immuni.2021.01.011)
+
+**Contributors:** Rosalyn Sayaman, Donglei Hu, Mohamad Saad, Elad Ziv, Davide Bedognetti
diff --git a/apps/iatlas/app/inst/markdown/methods/germline-gwas.md b/apps/iatlas/app/inst/markdown/methods/germline-gwas.md
new file mode 100644
index 0000000000..0c337b55a0
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/germline-gwas.md
@@ -0,0 +1,8 @@
+**Title:** Germline GWAS
+
+**Descriptions:** We selected each of the immune phenotypes that demonstrated nominally significant genome-wide heritability (N=33) for GWAS. GWAS was conducted on all of the genotyped SNPs that passed QC and all of the imputed SNPs that had imputation R2 > 0.5 and minor allele frequency > 0.005 in the 9,603 unrelated individuals (PLINK 1.9 identity by descent, IBD, pihat < 0.25). Minor allele frequencies were recalculated post-imputation for only the subset of 9,603 individuals (PLINK 1.9). Of the 39,127,678 SNPs available after imputation, 10,955,441 passed both imputation quality and frequency thresholds and thus were included in the association analysis.
+GWAS was performed using PLINK 1.9. Immune phenotypes that were approximately normally distributed or normally distributed after stratification by covariates were tested for association with SNPs using linear regression with age, tumor type, sex and PC1-7 as covariates. Immune traits that were dichotomized for heritability analyses were analyzed using logistic regression models, with the same covariates. For each GWAS we also calculated the genome-wide inflation coefficient (lambda). We used the traditional cutoff of p < 5x10-8 as a cutoff for genome-wide significance and p < 1x10-6 to denote suggestive loci. Since we only selected the subset of phenotypes that was heritable and since many of the phenotypes were highly correlated, we did not correct the GWAS for the number of phenotypes analyzed. SNPs were annotated based on spanned genomic ranges (R v3.5.0, Bioconductor package GenomicRanges_1.32.6) with rsIDs (R v3.5.0, R package snplist_0.18.1, Bioconductor package SNPlocs.Hsapiens.dbSNP144.GRCh37_0.99.20) and with genes within +/- 50KB, +/- 500KB, and +/- 1MB of the SNP (R v3.5.0, Bioconductor package biomaRt_2.36.1 using grch37.ensembl.org as host). Variant annotations for all genome-wide and suggestive SNPs were determined using the web interface of the Ensembl Variant Effect Predictor (VEP, https://grch37.ensembl.org/info/docs/tools/vep/index.html. All annotations were based on Homo sapiens (human) genome assembly GRCh37 (hg19) from Genome Reference Consortium. All association statistics for the GWAS are available at Figshare https://figshare.com/articles/dataset/Sayaman_et_al_TCGA_Germline-Immune_GWAS_Summary_Statistics/13077920.
+
+[Reference Listing](https://doi.org/10.1016/j.immuni.2021.01.011)
+
+**Contributors:** Rosalyn Sayaman, Elad Ziv
diff --git a/apps/iatlas/app/inst/markdown/methods/germline-rarevariants.md b/apps/iatlas/app/inst/markdown/methods/germline-rarevariants.md
new file mode 100644
index 0000000000..671fdf5034
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/germline-rarevariants.md
@@ -0,0 +1,12 @@
+**Title:** Rare Variants
+
+**Descriptions:** For rare variant analysis, we focused on well-annotated, germline pathogenic or likely pathogenic cancer predisposition variants as previously defined (allele frequency in 1000 Genomes and ExAC (release r0.3.1) < 0.05%) (Huang et al., 2018).
+Exome files related to samples for which all the covariates (age, imputed sex, PC 1-7, and cancer type) and at least one immune trait was available were retained (N = 9,138). There were 832 pathogenic/likely pathogenic SNPs/Indels events with at least one copy of rare allele in the whole exome sequencing data, corresponding to 586 distinct pathogenic SNPs/Indels mapping to 99 genes.
+
+We performed a pathway burden analysis using selected pre-defined biological pathways such as DNA damage repair and onco-genic processes, pan-cancer and per cancer (Bailey et al., 2018; Huang et al., 2018; Knijnenburg et al., 2018). These pathways were manually curated to generate a list of mutually exclusive pathways. The only genes that were not collapsed into pathways were BRCA1 and BRCA2 for which a sufficient number of events across cancers exist. Overall, 21 genotypic variables were used for analyses (Figure S7A). In the pan-cancer analysis, we only included genes (BRCA1/BRCA2) or pathways with a number of events (mutations) greater than 4 across cancers, including a total of 90 genes. For each pathway, variants that fall within its selected set of genes were collapsed based on the presence or absence of any rare variant (i.e., 0 if no rare variant was present and 1 if there is at least one variant). We conducted regression analyses (linear or logistic, as done for GWAS) to assess the association between the pathways’ burden of rare variants and immune traits. Traits assessed in these analyses were the same as the ones used for heritability analyses, with the addition of the immune subtypes (C1, C2, etc.), DNA-alteration related metrics such as the mutational load, the neoantigen load, the degree of copy number alterations (Thorsson et al., 2018) and the MANTIS score (threshold = 0.4, Middha et al., 2017). All pan-cancer regression models included the following covariates: age, sex, cancer type, and PC1-7.
+
+In the pan-cancer analysis, we used a Benjamini-Hochberg FDR (Benjamini and Hochberg, 1995) to correct for multiple hypothesis testing, accounting for all 21 genes and pathways tested and 154 phenotypes (139 immune traits, 9 DNA related metrics, and 6 immune subtypes). We used a cutoff of FDR p < 0.1 to identify significant gene/pathway-immune trait associations and a threshold of nominal p < 0.005 (FDR <= 0.25) to identify suggestive associations. We used a more permissive cut-off in these analyses than the ones used in the heritability and GWAS to reduce type II error due to the low number of events (germline mutations).
+
+[Reference Listing](https://doi.org/10.1016/j.immuni.2021.01.011)
+
+**Contributors:** Mohamad Saad, Jessica Roelands, Davide Bedognetti
diff --git a/apps/iatlas/app/inst/markdown/methods/germline_heritability.md b/apps/iatlas/app/inst/markdown/methods/germline_heritability.md
new file mode 100644
index 0000000000..6ca0709674
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/germline_heritability.md
@@ -0,0 +1,15 @@
+**Title:** Heritability
+
+**Descriptions:** We performed heritability analysis on 139 traits using a mixed-model approach implemented in genome-wide complex trait analysis (GCTA) genomic-relatedness-based
+restricted maximum-likelihood (GREML) method (Yang et al., 2010, 2011) to calculate the proportion of immune trait variation that is attributable to common genetic variants (Zaitlen and
+Kraft, 2012). Heritability analyses were conducted separately within each ancestry subgroup (NEuropean=7,813, NAfrican=863, NAsian=570, and NAmerican=209 individuals), which were derived from ancestry analysis.
+
+To reduce bias in the heritability estimates, we removed one of each pair of related individuals with Ajk > 0.05 (calculated from SNPs with MAF > 0.01) prior to running GREML. We calculated heritability using an unconstrained approach (allowing heritability to be < 0 - those values were truncated in CRI iAtlas). We used the likelihood ratio test (LRT) implemented in GREML to test if heritability is different than zero for each of the immune traits analyzed and used Benjamini-Hochberg adjustment (Benjamini and Hochberg, 1995) to calculate the FDR. All heritability analyses were run with age, tumor type, sex and PC 1-7 as covariates.
+
+We also used GREML to determine whether there are any contextual factors that interact with genome-wide common variant effects, including the major immune subtypes as determined by Thorsson et al and somatic mutations (divided into tertiles and dichotomized at 10 MB). We implemented the gene x environment (GxE) feature calculation in the European in GREML. For
+those immune traits for which we found nominally significant (p < 0.05) interactions, we calculated heritability in each stratified subset, as well as with immune subtype as an additional
+covariate. For GxE calculations, the LRT tests the significance of the variance of GxE interaction effects.
+
+[Reference Listing](https://doi.org/10.1016/j.immuni.2021.01.011)
+
+**Contributors:** Rosalyn Sayaman, Elad Ziv
diff --git a/apps/iatlas/app/inst/markdown/methods/ici_models.markdown b/apps/iatlas/app/inst/markdown/methods/ici_models.markdown
new file mode 100644
index 0000000000..ee1ed5e136
--- /dev/null
+++ b/apps/iatlas/app/inst/markdown/methods/ici_models.markdown
@@ -0,0 +1,95 @@
+**Title:** Multivariable Models with ICI datasets
+
+**Description:**
+
+*Conditions for inclusion in the training and testing data:* Given a selection of datasets to train and test a model, samples from these datasets will be included if they have the following characteristics:
+- Sample was collected pre ICI treatment
+- Sample has mRECIST annotation
+- There is no NA value for any of the selected predictors
+
+Datasets selected for training will be merged after normalization.
+
+
+*Normalization*: In case normalization of numeric predictors is selected, normalization will be computed by subtracting each observation from the mean and dividing by the standard deviation. In the training data, the mean and standard deviation are computed independently in each training dataset. For the testing data, the mean and standard deviation of a given predictor correspond to the value for the whole training set (ie, after merging all datasets selected for training).
+
+
+*Balancing categorical variables:* By default, each fold in cross-validation will have a previous step of balancing for the selected Response variable (you can turn it off in the Advanced options). Other selected categorical predictors can also be included in this process. Balancing is performed by the function `createFolds` in the `caret` package (Kuhn, 2020).
+
+
+*Training and cross-validation:* We use functions from the `caret` package (Kuhn, 2020), as described below.
+
+- *Elastic Net*
+```
+model <- caret::train(
+ parameters, data = train_df, method = "glmnet",
+ trControl = caret::trainControl(index = cvIndex, "cv", number = n_cv_folds),
+ tuneLength = 15
+ )
+```
+
+- *Logistic regression*
+```
+model <- caret::train(
+ parameters, data = train_df, method = "glm", family = "binomial",
+ trControl = caret::trainControl(index = cvIndex, "cv", number = n_cv_folds),
+ tuneLength = 15
+ )
+```
+
+- *Random Forest*
+```
+model <- caret::train(
+ parameters, data = train_df, method = "rf",
+ trControl = caret::trainControl(index = cvIndex, "cv", number = n_cv_folds),
+ tuneLength = length(predictors)
+ )
+```
+
+- *XGBoost*
+```
+model <- caret::train(
+ parameters, data = train_df, method = "xgbTree",
+ trControl = caret::trainControl(index = cvIndex, "cv", number = n_cv_folds),
+ tuneLength = 5
+ )
+```
+
+Where:
+
+`train_df `= training data after normalization
+
+`cvIndex` = Index of samples for each fold, after balancing
+
+`n_cv_folds` = user-selected number of folds for cross validation
+
+`predictors` = user-selected predictors to be included in the model
+
+
+*Testing:* After the training is completed, the model can be used to predict the response of samples in the testing datasets. The prediction is made using the trained model, the normalized testing dataset and the function `predict` from the caret package. The performance of the model in the testing dataset can then be assessed by a KM plot stratifying patients based on the predicted response, an AUC plot, and a confusion matrix with associated statistics for each one of the datasets selected for testing.
+
+- *Confusion matrix and statistics:* A confusion matrix with associated statistics is computed by the `confusionMatrix` function in the `caret` package.
+
+
+- *ROC curve:* A ROC curve is made available and is computed by the `roc` function in the `pROC` package (Robin et al, 2011), as described below:
+
+```
+rocp <- pROC::roc(
+ response = factor(df[[training_obj$response_var]], ordered = TRUE),
+ predictor = factor(df$prediction, ordered = TRUE),
+ levels = names(class_labels),
+ quiet = TRUE,
+ auc = TRUE)
+```
+
+- *KM plot:* The KM plot shows survival curves stratifying patients based on the response predicted by the model, alongside to the log-rank test p-value, as computed by the `survminer::ggsurvplot()` function (Kassambara et al, 2021).
+
+
+**References**
+
+Kassambara, A; Kosinski, M; Biecek, P (2021). survminer: Drawing Survival Curves using 'ggplot2'. R package version 0.4.9. https://CRAN.R-project.org/package=survminer
+
+Kuhn, Max (2020). caret: Classification and Regression Training. R package version 6.0-86. https://CRAN.R-project.org/package=caret
+
+Robin, X; Turck, N; Hainard, A; Tiberti, N; Lisacek, F; Sanchez, JC and Müller, M (2011). pROC: an open-source package for R and S+ to analyze and compare ROC curves. BMC Bioinformatics, 12, p. 77. DOI: 10.1186/1471-2105-12-77
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diff --git a/apps/iatlas/app/inst/tsv/cellimage_annotations.tsv b/apps/iatlas/app/inst/tsv/cellimage_annotations.tsv
new file mode 100644
index 0000000000..816256d88e
--- /dev/null
+++ b/apps/iatlas/app/inst/tsv/cellimage_annotations.tsv
@@ -0,0 +1,34 @@
+name display color alpha
+T_cells_CD8_Aggregate2 T_cell YlOrBr 0.9
+T_cells_CD8_Aggregate2 T_cell_nucleus YlOrBr 1
+Dendritic_cells_Aggregate2 Dendritic_cell Purples 0.9
+Dendritic_cells_Aggregate2 Dendritic_cell_nucleus Purples 1
+Macrophage_Aggregate2 Tissue_macrophage Blues 0.9
+Macrophage_Aggregate2 Tissue_macrophage_nucleus Blues 1
+Tumor_fraction Tumor YlOrRd 0.9
+Tumor_fraction Tumor_nucleus YlOrRd 1
+T_cells_CD8_Aggregate2 TCR Greens 1
+29851 ICOS Greens 1
+80380 PD-L2 Greens 1
+29126 PD-L1 Greens 1
+940 CD28 Greens 1
+1493 CTLA-4 Greens 1
+959 CD40L Greens 1
+958 CD40 Greens 1
+23308 ICOSL Greens 1
+942 CD86 Greens 1
+941 CD80 Greens 1
+5133 PD-1 Greens 1
+3604 Four.1BB Greens 1
+8744 Four.1BBL Greens 1
+7292 OX40L Greens 1
+7293 OX40 Greens 1
+8995 GITRL Greens 1
+8784 GITR Greens 1
+3105 MHC Greens 1
+3113 MHC-II Greens 1
+3902 LAG-3 Greens 1
+84868 TIM-3 Greens 1
+3965 Galectin_9 Greens 1
+5817 CD155 Greens 1
+201633 TIGIT Greens 1
diff --git a/apps/iatlas/app/inst/tsv/cellimage_labels.tsv b/apps/iatlas/app/inst/tsv/cellimage_labels.tsv
new file mode 100644
index 0000000000..00df9cca8b
--- /dev/null
+++ b/apps/iatlas/app/inst/tsv/cellimage_labels.tsv
@@ -0,0 +1,45 @@
+label
+T_cell
+T_cell_nucleus
+Dendritic_cell
+Dendritic_cell_nucleus
+Tissue_macrophage
+Tissue_macrophage_nucleus
+Tumor
+Tumor_nucleus
+ICOS
+PD-L2
+PD-L2
+PD-L1
+PD-L1
+PD-L1
+CD28
+CTLA-4
+CD40L
+CD40
+ICOSL
+CD86
+CD80
+PD-1
+PD-1
+PD-1
+PD-1
+PD-1
+Four.1BB
+Four.1BBL
+OX40L
+OX40
+GITRL
+GITR
+TCR
+TCR
+TCR
+MHC
+MHC
+MHC
+MHC-II
+LAG-3
+TIM-3
+Galectin_9
+TIGIT
+CD155
diff --git a/apps/iatlas/app/inst/tsv/ebpp_test1_1to20.tsv b/apps/iatlas/app/inst/tsv/ebpp_test1_1to20.tsv
new file mode 100644
index 0000000000..45a1d722e9
--- /dev/null
+++ b/apps/iatlas/app/inst/tsv/ebpp_test1_1to20.tsv
@@ -0,0 +1,20532 @@
+GeneID XY1 XY2 XY3 XY4 XY5 XY6 XY7 XY8 XY9 XY10 XY11 XY12 XY13 XY14 XY15 XY16 XY17 XY18 XY19 XY20
+100130426 0 0 0 0 0 0 0 0 0 0 0 0 0 0.3861 0 0 0 1.5256 0 0
+100133144 3.2661 2.6815 1.7301 0 0 1.1673 1.4422 0 4.4556 7.1293 2.6463 4.3811 0 2.7763 0 1.4709 1.1914 7.8032 7.7097 2.5862
+100134869 3.9385 8.9948 6.565 1.5492 4.4709 6.0529 2.2876 1.3599 5.0581 0 6.2595 4.1141 2.8281 4.5603 5.9116 5.0046 3.7171 1.3501 4.0357 0
+10357 149.135 81.0777 86.4879 53.9117 66.9063 103.506 94.9316 78.1955 69.2389 155.709 112.366 50.9709 65 97.7507 104.001 68.1776 55.6136 69.1915 144.759 154.129
+10431 2034.1 1304.93 1054.66 2350.89 1257.99 1866.43 995.027 1762.12 1213.53 2005.57 2547.71 1629.85 2098.42 1630.27 1112.99 1848.29 1599.29 2337.91 1542.87 1510.34
+136542 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+155060 274.255 199.302 348.393 439.194 149.215 64.5808 377.953 274.364 243.129 93.5725 156.488 253.641 40.1584 237.861 124.681 42.5532 204.373 140.351 49.3305 40.9483
+26823 1.4409 0 0.5925 0.7746 0 0 1.6577 0 2.1142 0 0 0.6068 0 0 0.5374 0 0.8925 0 0 0
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+340602 17.7714 0.4026 0.5925 0.7746 0 0 1.2433 1.3599 0 0 1.9084 0.6068 0 3.8614 0 0 5.3548 25.1716 5.168 0
+388795 0 0.4026 0.5925 0.7746 2.7943 0.4011 0.8288 0 0.5285 0 4.4529 0.6068 1.1312 0.3861 0 0.9251 0.4462 3.0511 1.4094 2.5862
+390284 11.5274 5.2342 7.7026 6.1967 10.6183 2.4067 5.3875 7.8195 8.9852 6.2382 6.3613 4.2476 3.3937 3.4752 7.5238 5.5504 5.801 14.4928 14.5642 3.0172
+391343 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+57714 282.421 527.848 162.346 52.6723 143.067 73.0044 271.032 134.632 337.209 456.277 61.7048 203.277 229.638 86.1087 150.477 76.7808 121.821 122.044 160.207 307.328
+645851 1.4409 2.4158 10.0726 3.0984 1.6766 24.8696 4.5586 2.0399 2.6427 4.4558 2.5445 2.4272 1.1312 5.0198 3.2245 0 4.4623 5.3394 4.2283 8.1897
+652919 0 0 0 37.2579 0 0 0 0 0 0 0 4.8544 0 0 0 0 5.3548 0 0 0
+653553 1439.96 195.678 770.849 1218.44 413.554 246.691 760.879 698.659 752.113999999999 497.716 1044.53 621.359 170.815 833.671 591.697 2655.87 789.38 3746 267.794 174.569
+728045 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+728788 0 0.4026 0 9.2951 1.1177 0 0 0.34 0.5285 0 1.2723 0 0 0.3861 0 0 1.3387 0.7628 0.4698 0
+729884 0 0 0.5925 0 0 0 0 0 0.5285 0.4456 0 0 0 0.3861 1.0748 0 0 0 1.4094 0
+8225 1147.45 467.454 553.399 1061.19 597.418 303.65 977.621 405.936 944.503 629.609 945.293 1375.61 536.199 662.226 416.499 810.361 464.525 721.587 1166.55 496.552
+90288 6.7243 16.9105 12.4426 22.4632 2.7943 14.8416 4.1442 13.5992 7.3996 8.0205 13.3588 20.0243 7.3529 107.346 10.2109 25.9019 34.3597 18.3066 30.5379 7.7586
+A1BG 16.3305 9.5987 20.7377 1696.66 600.162 10.8303 50.5595 8.1119 52.3256 191.409 187.659 116.25 58.2579 30.1187 41.0856 870.49 19.1879 48.4134 4.2283 24.1379
+A1CF 0 0 0.5925 1.5492 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+A2BP1 17.2911 5.6368 8.8876 6.1967 4.4709 3.209 0 33.3181 6.871 0 61.0687 43.0825 0 484.603 26.8709 3.7003 37.037 168.574 91.144 0
+A2LD1 182.392 239.158 138.883 63.9349 237.352 89.3903 53.1828 274.296 268.377 46.5991 115.134 192.197 97.5905 188.829 113.659 53.9038 131.678 116.346 342.199 310.293
+A2M 10373.7 9844.91 7201.84 2939.04 9586.96 10537 30151.2 14153.1 7462.87 3314.12 7311.62 9483.45 6918.39 8673.69 8002.49 15142.3 6719.6 29166.2 7452.15 2386.2
+A2ML1 54.755 0 1.7775 49.574 1.1177 2.8079 4.5586 29.2383 33.2981 0 5.0891 58.8592 4.5249 327.445 8.5987 2.7752 194.11 121.281 78.459 0.8621
+A4GALT 190.682 198.899 75.2481 374.903 1556.42 177.698 1252.8 389.617 614.693 3125.77 292.621 140.777 191.177 172.603 124.144 615.171 543.061 230.358 138.595 269.828
+A4GNT 0 0 2.37 0.7746 0.5589 0 0 0 0 0.4456 0.6361 0 0 0 0 0 0.4462 4.5767 0 0
+AAA1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+AAAS 2225.26 1509.46 1259.67 2993.8 1186.45 2258.72 1222.96 1541.81 2508.46 735.658 2080.79 1472.09 1296.38 1492.42 1816.47 1983.35 1871.49 2101.45 1743.01 1284.91
+AACS 1266.09 981.613000000001 5182.05 967.467 1479.29 5314.08 537.091 2526.73 2354.65 1120.64 513.359 746.358999999999 3510.75 1205.91 1254.33 400.555 2131.64 710.908 2174.3 3926.72
+AACSL 0 0.4026 0 3.0984 0 0 0 0 4.2283 0 0 0 0 0 0 0 0.4462 12.2044 0 0
+AADAC 0 1.2079 107.243 149.496 317.431 2.8079 0 0 244.186 1.3367 33.0789 35.801 39.0271 40.9306 1409.65 406.106 1.3387 5.3394 11.2755 135.776
+AADACL2 0 0 0 0 1.6766 0 0 0 0.5285 0 0 0 0 0 0 0 0 0 0 0
+AADACL3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+AADACL4 0 0 0 0 0 0 0 0 0 0 0 0 0 0.7723 0 0 0 0 0 0
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+AAGAB 1327.09 1271.1 1090.8 925.639 1027.74 1478.14 1099.88 864.57 2126.85 852.401 1479.64 848.301 1026.02 1165.75 1510.14 599.445 1364.57 1805.49 2957.48 1050
+AAK1 868.876 1627.03 1158.35 646.785 1238.99 1516.25 1363.86 1059.72 1011.63 552.969 1190.2 1258.5 1359.16 1206.68 1257.56 1007.4 715.752 1126.62 1171.72 2084.91
+AAMP 2636.41 1931.02 2408.53 1350.89 3605.18 4917.77 2620.39 2464.86 2391.12 2923.47 2327.61 1909.59 3156.11 2045.76 2907.43 1633.67 1850.07 1762.01 2356.59 1997.84
+AANAT 1.4409 0 0 1.5492 0 0 1.2433 0 0 0 0 0.6068 0 0.7723 0 0 0 0.7628 0.9396 0
+AARS 3520.65 5470.94 4042.66 2738.96 2996.59 4835.54 5871.53 5155.46 3197.15 3755.82 3801.53 8345.87 3840.5 5004.34 8194.01 3591.12 4944.22 6342.49 2372.09 6218.53
+AARS2 299.712 408.666 291.512 533.687 414.102 643.394 1171.99 342.697 804.937 655.007 513.995 370.746 824.661 416.252 499.793 388.418 381.08 390.542 591.487 480.168
+AARSD1 904.419 361.562 451.489 439.194 846.109 249.097 552.424 406.616 493.129 852.401 655.852 583.131 1035.07 393.474 559.452 577.243 597.947 474.447 651.633 1016.81
+AASDH 101.345 249.228 206.192 364.834 271.604 238.668 136.759 234.586 263.742 72.6301 233.461 520.024 138.575 381.504 257.423 256.244 474.342 260.87 402.161 141.379
+AASDHPPT 1467.34 820.537 1048.14 590.24 1013.77 1043.72 441.359 686.08 815.011 1034.64 926.845 830.097 525.452 1155.32 714.228 1176.69 897.813 920.671000000001 1539.11 1332.76
+AASS 946.206 183.197 303.955 644.462 189.452 422.784 446.332 342.36 209.302 605.993 316.794 546.723 101.244 326.286 76.8507 328.4 399.822 642.258 505.05 180.603
+AATF 1256.48 1055.7 895.867 542.215 1127.21 2128.76 1078.33 1273.91 896.934 1104.6 1150.76 994.539 1415.16 849.117 1135.03 795.56 1156.18 1127.38 700.024 1323.71
+AATK 27.8578 1081.42 93.0233 450.976 44.1497 123.145 114.422 1571.05 131.395 60.5993 32.4427 54.6117 159.502 293.851 48.905 58.2794 189.648 78.566 487.667 259.754
+ABAT 1580.69 1477.65 943.268 623.548 584.564 255.917 40.6133 1321.84 3428.12 52.5788 4369.59 1716.02 77.4887 542.909 422.948 5012.03 473.003 10321.1 9547.1 727.155
+ABCA10 70.6052 9.6631 36.7353 30.2091 17.3246 30.4854 32.3249 49.2971 18.4989 4.9014 40.7125 47.9369 19.7964 59.0791 4.2993 16.6512 16.9567 30.5111 2.8189 6.8966
+ABCA1 319.404 1071.8 896.460000000001 310.612 800.283 328.119 2221.28 826.152 194.503 2265.79 565.522 1001.21 391.968 1302.06 175.198 4067.53 2630.52 347.704 713.178 318.534
+ABCA11P 46.2488 76.4031 28.4936 165.771 54.6618 49.4344 86.6266 200.986 60.9567 15.4662 136.101 111.948 65.7014 127.422 76.9958 151.896 148.42 128.612 110.049 143.703
+ABCA12 0 0 5.3325 0.7746 0 0 0 1.0199 0.5285 16.041 42.6209 0.6068 0 0.3861 2.1497 0.9251 0 30.5111 7.0472 0
+ABCA13 0.4803 0.8053 164.124 11.6189 0 6.418 11.1894 1.0199 273.784 0.4456 2.5445 3.6408 1.1312 634.424 45.1431 3.7003 6.6934 9.9161 234.907 0
+ABCA17P 42.2671 12.8842 31.9953 140.201 68.7394 17.2483 2.0721 23.7986 49.1543 3.1191 59.7964 62.5 6.7873 42.8613 48.905 38.8529 58.0098 36.6133 17.3831 10.3448
+ABCA2 804.515 992.483999999999 3065.03 3364.06 402.377 1297.23 957.729 1443.22 538.055 1788.57 222.646 3300.36 2542.99 4028.19 1418.78 1531.91 5310.13 999.999999999999 725.863 814.655
+ABCA3 729.587 1097.97 4815.29 4017.82 863.992 816.286 112.723 378.398 2575.58 189.818 1088.42 2847.69 181.561 3551.31 941.556 4775.21 1003.57 2561.4 1603.01 329.31
+ABCA4 2.4015 6.8447 7.1101 0 2.7943 2.8079 50.5595 2.0399 1.0571 1.7823 1.9084 4.2476 2.2624 2.703 3.7619 5.5504 1.3387 2.2883 6.5774 3.4483
+ABCA5 2036.98 268.555 878.684999999999 719.597 908.142 959.487 109.407 1149.13 393.763 207.196 742.366 1005.46 1149.32 2027.22 198.307 424.607 721.553 951.945 497.534 255.172
+ABCA6 14.4092 28.5868 19.5527 1.5492 105.624 6.8191 321.591 6.1196 2.6427 489.696 18.4478 15.1699 1.6968 31.2772 7.5238 19.4265 14.7256 13.73 10.8057 3.8793
+ABCA7 431.316 210.978 418.901 2038.73 396.788 614.12 244.509 279.124 661.734 171.549 468.193 626.82 449.095 486.533 335.349 303.423 651.495 1258.58 233.028 738.793
+ABCA8 4.3228 121.997 1368.69 982.184 5000.65 1036.1 138.417 1355.5 952.431 3.5647 596.056 1781.55 374.434 1658.85 23.6464 1094.36 416.332 381.388 841.907 169.397
+ABCA9 36.0231 40.6657 39.6978 47.2502 29.0605 14.8416 235.806 25.4985 113.636 18.7145 40.0763 43.6893 14.1403 78.3859 10.7484 39.778 26.3275 55.6827 24.4304 3.0172
+ABCB10 413.064 381.694 178.936 290.473 276.075 292.82 246.581 74.1157 238.901 421.076 150.763 247.573 189.48 109.663 217.654 159.112 156.18 239.512 199.671 416.379
+ABCB11 0.4803 0 1.7775 0 0 0 0 0 0 0 0 0 0.5656 0.3861 0.5374 0 0 0 4.6981 0
+ABCB1 1052.35 2837.34 18921 213.013 3639.27 4225.83 126.399 3059.14 6033.3 23.1703 8753.17999999999 768.204 2473.98 10964.4 4599.22 6157.26 4011.16 1946.61 2196.38 5239.66
+ABCB4 363.593 5538.58 5724.78 226.956 95.5645 425.993 14.0903 817.312 285.412 6.6837 529.262 14.5631 763.575 8037.84 54.8166 115.634 3687.19 588.101 490.016 1075.43
+ABCB5 7.2046 1.6105 5.3325 0.7746 0 1.6045 51.3883 0.34 1082.98 0 0 180.825 1.1312 1.9307 292.893 0.9251 1.7849 0 4.2283 0
+ABCB6 1821.48 454.433 973.887999999999 947.544 841.538 3825.66 1039.46 1042.7 738.24 802.322 424.968 727.943 2377.84 632.814 767.158 712.461 1118.52 563.036 1127.19 1553.32
+ABCB7 199.328 529.459 495.334 185.902 282.223 280.385 210.941 247.506 493.129 377.409 401.399 506.675 200.226 419.346 346.097 223.867 421.24 272.311 878.553 163.793
+ABCB8 917.387 1460.74 2292.4 2747.48 953.968000000001 1592.86 1040.2 2604.59 1905.92 997.661 1134.86 2038.23 884.05 5059.95 3724.3 1194.26 2381.97 1683.45 2106.18 1170.26
+ABCB9 185.913 204.081 308.683 690.186 241.448 217.252 600.021 543.397 553.605 115.473 564.198 297.7 408.665 500.276 500.03 178.871 437.14 275.911 664.256 217.254
+ABCC10 808.357 784.324 661.828 879.163 1758.72 1018.85 601.326 603.805 1314.48 437.563 1377.86 380.461 998.868999999999 423.979 284.831 581.869 365.462 582.761 1421.66 1347.41
+ABCC11 3.3622 2.0132 5.3325 6.9713 7.824 3.209 1.6577 4.0798 2.1142 0.8912 2.5445 4.2476 3.9593 5.4059 9.6735 7.4006 3.1236 0.7628 2.8189 6.8966
+ABCC12 0 0 0 0 0 0 2.0721 0 0 0 0 0 0 0 0 0 0 0 1.4094 0
+ABCC13 0 0 0 0 0 1.2034 0.4144 0 0 0.4456 0 0 0 0.3861 0 0 0.4462 0 0 0
+ABCC1 930.355 2129.11 2451.19 2474.83 2374.02 1443.24 1485.29 2349.94 2952.96 2105.83 2356.87 1422.94 632.919 2884.45 1983.07 1097.13 1487.28 1727.69 968.757 860.776000000001
+ABCC2 3.8425 4.4289 17.7751 167.312 8.3829 33.2932 36.4691 7.1396 3.1712 8.0205 199.745 24.2718 3.3937 35.9108 8.5987 33.3025 7.5859 12.2044 20.202 16.3793
+ABCC3 679.635 1107.64 7083.4 8491.87 268.81 3857.6 153.336 315.162 2650.11 1677.17 847.964 2545.51 3021.49 5421.37 10493.1 1882.52 274.877 218.154 1241.72 1701.29
+ABCC4 173.391 208.965 82.3582 21.6886 76.0045 54.5527 215.914 92.1346 148.52 101.147 114.504 49.1505 41.2896 108.891 117.157 63.8298 191.432 25.1716 169.603 64.6552
+ABCC5 1212.78 1523.55 1316.55 1792.41 738.808 2687.53 882.719 963.844 1050.74 1077.87 876.59 936.893 990.385 1058.4 597.071 351.526 1089.69 870.328 965.469 1337.5
+ABCC6 12.0077 19.7289 11.8501 119.287 643.244 175.692 69.2085 68.676 21.6702 124.763 64.2494 130.461 26.0181 43.2474 7.5238 310.823 54.8862 22.8833 231.619 88.3621
+ABCC6P1 1.4409 2.0132 2.37 82.1069 21.2366 11.6326 26.9374 38.4178 1.0571 17.8233 0.6361 18.8107 3.9593 0.7723 0 104.533 9.3708 0 0.4698 17.6724
+ABCC6P2 43.2277 19.3263 7.1101 137.878 89.9759 221.42 32.3249 46.2373 3.1712 49.4597 41.3486 40.0485 94.457 25.0989 4.8368 365.402 74.9665 67.1243 38.5248 50.431
+ABCC8 0 0 0.5925 3.0984 0 0 0.4144 0.34 0.5285 0.4456 1.2723 6.6748 0 0 0 0 0 0 1.8793 0
+ABCC9 17.7714 252.852 1196.27 86.7545 95.0056 70.5977 115.624 80.2353 136.364 32.9732 68.7023 163.228 40.724 2158.12 60.1908 320.999 55.7787 69.4127 175.711 339.655
+ABCD1 2158.02 1737.35 1624.06 3162.66 1923.03 1460.89 370.079 1466.33 2492.07 695.11 2876.59 1844.05 2131.79 2134.96 1843.34 3244.22 1824.19 2408.85 3299.04 4439.66
+ABCD2 134.966 733.19 30.2177 13.1681 32.4137 11.2314 22.3788 227.787 11.6279 8.0205 17.8117 123.18 13.009 266.435 37.0818 60.1295 207.497 107.552 200.611 166.379
+ABCD3 719.02 748.087 1036.29 505.81 1489.35 697.954 782.428 608.905 823.467 967.361 709.288 924.15 889.14 706.246 1454.25 473.635 742.079 407.323 937.75 1278.88
+ABCD4 717.579 333.781 1033.33 1350.89 459.939 584.837 799.42 442.994 1047.04 829.23 585.242 305.825 684.389 361.811 754.534 497.687 1074.07 355.454 1441.86 286.207
+ABCE1 1375.6 1202.25 953.932999999999 909.373 1047.3 826.715 1195.61 1531.95 1270.61 1119.3 1055.98 1436.89 905.543 1873.93 1569.26 1290.47 1004.91 1244.09 1554.62 1113.36
+ABCF1 1239.67 1664.88 1192.71 635.941 2224.81 2622.54 2283.05 1530.25 2621.56 1674.06 1534.99 976.942 2596.72 1117.87 1465 1092.51 1149.49 1066.36 3001.17 2287.5
+ABCF2 978.866 1590.79 2497.41 1848.18 1088.65 1227.04 1886.86 1698.2 1723.04 1716.83 1162.85 1609.83 785.068 1927.99 2123.87 1122.11 1958.95 1818.46 1945.03 1007.76
+ABCF3 8834.77 3333.38 2428.68 5329.98 1653.1 3792.22 1404.89 5161.92 4319.24 2021.61 8378.5 3834.34 4935.52 2683.66 3379.28 5529.14 2168.23 3382.15 3306.08 2082.76
+ABCG1 346.302 848.342 98.3558 74.361 137.479 123.145 1187.73 939.705 202.431 2472.99 1322.52 228.762 941.742 678.83 112.32 5847.36 3717.54 591.915 359.878 118.103
+ABCG2 73.0067 241.981 620.352 28.66 126.861 154.833 138.831 1009.4 5.814 11.5852 104.326 263.956 74.6606 187.277 88.1365 530.99 84.3373 106.026 276.721 68.1034
+ABCG4 1.4409 5.6368 6.5176 8.5205 44.1497 40.9146 8.7029 2.0399 2.6427 6.2382 1.2723 32.767 4.5249 6.1782 1.0748 3.7003 0.8925 0 2.8189 18.9655
+ABCG5 3.3622 0.8053 1.185 13.9427 2.2354 6.418 2.0721 1.3599 12.1564 0.8912 1.2723 2.4272 6.2217 3.4752 8.0613 12.0259 4.4623 0.7628 3.2887 9.4828
+ABCG8 0 2.0132 0 5.4222 3.912 1.2034 0 0 0 0.4456 0 0 0 0 0 0 0 0 0 0
+ABHD10 1609.51 1563.01 1266.18 1738.19 856.727 850.381 508.91 1173.95 1244.19 691.1 1746.82 3269.42 1153.28 1356.12 1484.35 2302.5 962.963 1723.87 1637.3 999.138
+ABHD11 541.787 589.048 1286.92 1038.73 355.992 689.13 394.115 531.729 1324 504.846 667.939 1507.89 408.371 1076.55 692.731 662.35 1289.16 720.061 1204.6 389.224
+ABHD12 1923.15 926.452000000001 948.6 1360.19 1830.81 1562.37 2974.31 1186.53 1020.08 1239.17 1596.06 3321.6 2031.67 1948.06 1586.99 4664.2 1821.06 2752.86 1212.59 2771.98
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+ABHD13 354.467 605.154 263.072 180.48 270.487 152.828 360.547 539.889 442.389 233.931 244.911 330.097 231.9 362.583 249.362 231.267 244.98 247.902 761.099 925
+ABHD14A 507.685 755.991 1082.87 1441.52 466.087 762.423 505.582 989.193 433.023 487.914 1278.91 697.379 530.543 710.25 879.839 3413.51 649.59 1885.96 411.088 659.211
+ABHD14B 1082.13 1410.82 3434.75 1055 2559.56 924.589 987.153 834.991 1634.78 1550.18 2266.54 4732.4 645.928 2132.64 2960.63 2873.27 1033.02 1522.5 2144.7 605.172
+ABHD15 247.839 166.689 264.85 233.927 304.577 157.24 547.451 84.3151 316.068 226.356 110.687 324.029 192.873 213.92 248.287 400.555 227.577 237.224 229.739 459.914
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+ABHD2 2242.07 8646.49000000001 4872.17 1724.24 2713.25 3292.82 5837.55 5170.42 6388.48 880.918 4720.1 3391.38 2217.76 4393.47 2544.14 1719.7 8734.49 5496.57 11885.4 3123.71
+ABHD3 143.132 167.897 101.911 325.329 315.195 610.108 423.539 103.354 188.689 489.25 91.6031 343.447 324.661 74.9107 123.069 264.57 221.33 279.939 188.396 2124.57
+ABHD4 1250.24 903.905 3552.07 3093.73 1655.33 1840.35 2910.07 2531.15 3410.15 687.089 1278.63 1066.75 3477.38 858.77 2972.46 1543.02 1880.41 1250.95 4329.34 1853.88
+ABHD5 439.001 921.621 443.194 344.694 1657.01 303.249 354.331 332.501 453.488 239.278 392.494 396.238 247.172 269.138 448.206 481.961 270.861 218.154 607.94 578.448
+ABHD6 238.232 1964.84 614.428 952.75 1092.56 763.337 339.411 415.456 866.279 139.468 660.942 965.413 731.335 648.711 1123.2 617.946 854.529 385.202 1588.91 979.741
+ABHD8 466.378 721.111 815.287 1215.34 1729.1 866.426 159.967 1070.6 587.209 288.292 778.626 941.748 937.783 887.344 1255.95 836.263 1417.67 754.386 523.373 732.328
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+ABL1 2260.81 2136.36 3213.75 3574.75 2383.52 3123.95 5109.41 2874.53 3765.33 3732.65 1759.54 3277.31 2967.76 3598.8 3035.87 3607.77 4633.2 1805.49 2022.08 2092.67
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+ABLIM1 554.275 655.08 1607.47 197.521 623.125 324.91 246.995 7198.4 152.748 428.205 1542.62 258.495 411.765 4642.53 121.994 1216.47 3185.19 3879.48 230.209 2669.4
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+ABR 3586.46 12304.8 2772.33 1472.5 198.953 3304.85 2932.03 9611.92 642.178 626.936 1477.1 2176.58 4314.48 5163.43 253.661 893.617 3693.89 2816.17 1743.95 882.328
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+ACADS 1064.84 1424.91 1789.36 1721.92 6040.12 2139.59 643.597 1275.27 1177.59 494.152 2703.56 2896.84 2910.63 1359.2 1389.76 1616.1 1732.26 1900.08 4230.21 1065.09
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+ACBD3 529.299 2155.68 739.446 415.182 604.683 860.81 1017.82 684.38 1104.65 740.114 378.499 483.616 625 580.365 1530.03 463.46 535.922 700.229 764.388 1038.36
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+ACBD6 772.815 936.518 603.762 285.825 402.377 573.606 439.287 542.269 449.789 519.55 519.72 346.481 743.213 356.791 597.609 333.95 381.526 421.053 338.736 565.086
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+ACCN1 0 0.4026 41.4753 17.8156 0 0.4011 0 0 13.7421 1.3367 1.2723 2.4272 0 0 9.1361 7.4006 3.5698 0 19.2624 0
+ACCN2 11.0471 40.263 26.6627 189.775 4.4709 12.0337 999.586 42.4975 4.2283 147.488 5.7252 32.767 40.1584 32.0494 17.1974 21.2766 199.018 5.3394 6.5774 30.1724
+ACCN3 10.5668 21.3394 57.473 438.42 15.0891 88.6482 307.087 107.094 131.607 11.5852 83.9695 43.0825 11.3122 44.792 204.756 24.0518 45.5154 25.9344 4.6981 37.069
+ACCN4 0.4803 4.8316 0.5925 2.3238 0 2.8079 26.1086 1.0199 3.1712 1.7823 0.6361 0 0.5656 0 0.5374 0 0 0.7628 0 1.7241
+ACCN5 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0.5374 0 0 0 0 0
+ACCS 964.938 135.284 529.107 578.621 311.283 205.375 58.8479 158.091 160.677 221.9 214.377 500.607 98.9819 221.643 74.7011 129.51 155.288 174.676 177.12 117.672
+ACCSL 0 0 0 0 21.2366 0 0.8288 0 2.6427 0 0 0 0 0 0.5374 0 0 0 0.4698 0
+ACD 519.693 258.086 490.002 1096.82 297.871 249.9 551.596 468.153 820.296 646.541 583.333 495.146 632.353 545.612 577.187 529.14 858.545 709.382 133.897 389.224
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+ACE2 8.1652 37.8473 118250 1014.72 223.543 2.4067 0.4144 0.34 17518.5 12.0307 18800.3 36.4078 5.0905 160.247 54.2792 88.8067 42.838 106.026 32280.9 148.707
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+ACER2 3.3622 26.5736 31.4028 22.4632 16.2068 18.4517 8.2884 23.4586 8.9852 20.0512 16.5394 17.5971 7.9186 37.4554 30.6328 25.9019 4.9085 9.1533 19.2624 27.1552
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+ACHE 318.924 99.0471 34.9578 2652.21 17.8834 1.6045 28.5951 794.534 80.3383 4.0102 105.598 265.17 3.9593 268.366 33.8573 86.9565 82.1062 16.0183 7.0472 34.9138
+ACIN1 3414.03 1956.38 3948.45 6068.16 1809.02 1990.77 2624.95 4561.51 3322.41 3898.85 4059.8 1770.02 2178.17 1825.27 3093.38 3027.75 4458.72 3340.96 3905.1 2430.17
+ACLY 2880.88 2620.72 5685.08 678.544 3870.64 2746.49 2291.75 2302.69 3127.91 2309.9 1381.68 2008.5 8658.37 1734.14 1618.16 1228.49 1581.88 1247.14 3672.07 22001.7
+ACMSD 0.4803 0 2.37 0 0 3.209 0 0 0 0 1.9084 1.2136 59.9548 0 0 2.7752 0 13.73 86.4459 6.0345
+ACN9 301.633 280.633 693.823 446.94 269.369 355.796 223.788 357.319 594.08 324.83 284.351 604.976 167.421 518.969 904.474 392.229 667.113 424.866 773.784 218.103
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+ACO2 1409.58 3645.06 3056.82 1694.91 7014.88 1437.8 2426.3 1698.11 3320.18 2998.18 2191.11 8787.19 2925.6 3242.84 4612.34 1451.32 4427.34 2944.55 5027.94 3101.74
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+ACOT12 0 0 0 12.3935 0 0 0 0 1.5856 0 1.2723 0 0 0 0 0.9251 0 1.5256 0.4698 0
+ACOT13 542.546 388.393 789.311 1798.64 905.151999999999 1079.82 436.738 596.563 2009.76 890.921000000001 1392.27 1020.47 1057.65 794.285 1064.88 1580.74 688.22 1188.08 2896.29 739.547
+ACOT1 1017.77 184.405 1966.52 902.401 1442.41 1678.7 394.53 490.252 534.884 292.303 889.313 338.592 822.964 454.87 460.567 828.862 1001.34 688.024 2010.34 422.414
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+ACOT8 1299.81 1142.12 423.208 637.599 2128.63 1151.94 690.087 991.75 736.765 651.968 1823.12 1104.77 2354.08 1126.29 777.299 855.319 1219.63 1259.05 1139.53 745.659
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+ACOX1 2301.15 1161.53 1486.59 967.467 2016.51 1109.51 815.997 1278.08 1157.15 1116.19 1279.9 2382.41 1229.07 1068.06 747.14 3115.74 1079.88 733.791 1532.06 1417.81
+ACOX2 69.6446 804.858 769.664 63.5167 36.3257 4.0112 128.885 790.454 16.9133 26.2894 448.473 8.4951 24.3213 10.4257 6.9864 861.24 608.211 5.3394 620.625 109.914
+ACOX3 330.452 329.352 290.92 288.149 311.283 315.283 336.096 1172.25 307.082 242.843 685.115 440.534 609.163 750.652 269.246 583.719 689.424 749.047 306.319 268.103
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+ACP1 6091.74 2944.84 2295.96 1780.79 4808.4 5518.25 1817.24 3181.88 2466.17 2225.69 2440.2 1678.4 7643.67 2616.85 4634.15 2093.43 2953.15 2226.54 3288.23 6758.19
+ACP2 1334.77 1740.97 1272.7 1711.08 2753.49 2985.96 2832.16 1887.91 1661.21 1932.49 1341.6 933.858999999999 3757.92 1024.81 587.398 1700.28 917.001 1315.03 1802.68 2065.52
+ACP5 27.8578 490.806 59.2505 48.0248 449.321 47.3325 898.467 10.8794 331.395 834.577 107.506 74.6359 264.706 14.6732 213.355 151.711 112.004 192.22 193.564 18.5345
+ACP6 672.429999999999 660.314 165.309 190.55 508.001 242.278 31.0816 166.59 96.1945 452.267 508.906 348.301 183.823 327.059 77.3881 110.083 314.592 328.757 649.753 213.793
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+ACPP 52.8338 51.1341 168.864 109.218 45.2674 256.318 60.0912 108.794 104.651 20.0512 68.7023 175.364 90.4977 142.099 88.1365 227.567 130.745 113.654 272.962 54.3103
+ACPT 0 0.8053 0 4.6476 0 0.4011 0 4.0798 5.2854 0 8.2697 0 1.6968 1.1584 3.7619 2.7752 1.3387 9.1533 0 0
+ACR 0.4803 1.2079 2.9625 3.0984 0.5589 0.8022 0 3.7398 0.5285 0.8912 0 0 1.1312 0.7723 0.5374 2.7752 0.8925 1.5256 0 0.8621
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+ACRC 38.4246 13.6894 344.838 97.5988 11.1771 17.2483 31.4961 9.1795 445.032 11.1396 33.715 18.8107 27.1493 41.7029 198.845 9.2507 22.7577 68.6499 211.886 57.7586
+ACRV1 21.6138 0.4026 0.5925 7.7459 1.6766 7.2202 1.2433 0.34 5.814 3.1191 1.9084 1.8204 1.1312 2.3168 0 4.6253 2.6774 3.0511 10.3359 3.8793
+ACSBG1 1.9212 4.0263 19.5527 9.2951 7.824 2.0056 8.7029 1.6999 68.7104 6.2382 3.8168 0.6068 2.2624 1.9307 0 2.7752 7.5859 20.595 499.413 1.2931
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+ACSL1 1012.49 1712.79 1061.77 1006.97 238.632 2188.93 6787.82 2200.01 740.486 456.277 1323.79 2594.05 4459.84 1428.71 741.636 1293.25 1682.28 1069.41 4038.05 5998.71
+ACSL3 1050.43 2740.3 2117.61 426.026 1444.64 1928.2 2318.28 1658.76 2233.62 2521.56 1676.84 2562.5 1630.09 1907.91 949.617 2518.04 2207.94 1663.62 3097.02 1939.66
+ACSL4 1066.28 1308.15 7505.26 845.856 5002.89 1534.7 1085.79 1212.03 5079.28 6288.96 2313.61 5955.1 1789.59 2411.43 2805.32 5244.22 1555.11 3237.99 10307.7 4353.45
+ACSL5 49.952 104.281 27.2552 24.787 196.159 83.0325 733.941 92.4746 41.7548 1738.22 120.229 146.238 70.7014 55.2177 48.905 142.461 36.1446 273.837 79.3986 18.5345
+ACSL6 177.233 267.347 107.243 118.513 432.555 10.8303 2.901 203.988 12.1564 4.0102 510.814 390.17 17.5339 144.802 17.1974 543.941 127.622 437.071 1334.74 99.569
+ACSM1 26.4169 1.6105 16.5901 222.308 201.747 1.6045 0.4144 0 79.2812 0 52.799 10.9223 131.787 2.3168 50.5173 6.4755 111.111 41.9527 2596.66 1.7241
+ACSM2A 0 0 0.5925 0 0 0 0 0 0 0 3.1807 0 0.5656 0 0 0 1.3387 1.5256 0 0
+ACSM2B 0 0 0 1.5492 0 0 0 0 0.5285 0 0 0 0 0 1.0748 0 0 0.7628 0.4698 0
+ACSM3 74.6734 51.5488 485.41 3807.04 898.502 190.734 32.1426 206.824 4718.83 8.2032 622.71 81.7294 193.49 234.054 1476.6 214.866 880.464 565.294 317.834 18.4957
+ACSM4 0 0 0.5925 0 0 0 0 0 0 0 0 0 0 0 0.5374 0 0.8925 0 0 0
+ACSM5 5.2834 4.4289 7.1101 48.0248 10.0594 1.6045 21.9644 1.0199 10.0423 0.8912 22.9008 29.1262 2.2624 11.198 58.5785 6.4755 5.801 23.6461 5.6378 2.5862
+ACSS1 510.087 936.116 146.349 1745.93 1724.07 1129.16 591.38 173.73 1236.79 111.396 1141.22 641.384 12284.5 1196.64 293.967 117.484 1011.16 1373.76 1036.88 2165.52
+ACSS2 3280.5 2086.43 4248.85 796.282 3666.1 7227.44 628.264 1571.73 3236.79 880.918 1825.06 4237.86 30921.9 2196.74 653.5 2838.11 1910.75 2243.33 3911.67 28462.9
+ACSS3 343.9 35.4315 1315.95 741.286 1094.24 1240.27 299.627 1860.03 1236.79 1.7823 1192.11 688.107 2.8281 2116.81 75.7759 1026.83 1821.06 40.4272 2538.41 1915.95
+ACTA1 3.8425 1.6105 2.37 13.1681 1.1177 2.0056 0.8288 3.7398 1.5856 38.7657 1.2723 3.6408 2.2624 1.9307 3.7619 1.8501 1.3387 11.4416 0.9396 1.2931
+ACTA2 2274.73 2042.93 1717.42 659.853 612.837 2930.34 2906.68 1277.66 4840.32 2634.16 5402.74 1799.19 2999.97 4220.53 820.674 3453.33 2890.2 4763.25 401.907 916.806
+ACTB 68807.4 71065.0999999999 73505 111056 52458.2 60158.8 142574 40207.4 89819.1999999999 170441 98525.4000000001 145950 58293.6 82554.7 71872.6 125279 61174.5 94978.6 54600.4 52794.8
+ACTBL2 0 0 0 0 0 0 2.901 0 0 9.3572 0 0 0 0 0 0 0 0 0 0
+ACTC1 0 3.221 1.185 6.1967 0 6.8191 1.2433 0 7.3996 5.347 2.5445 20.6311 0 0.3861 0.5374 0.9251 0.4462 1.5256 5.6378 0.8621
+ACTG1 43216.6 55973.3 49485.4 40374.9 7576.42 54954.3 62997.5 65536.6 33328.2 86203.9 66115.8000000001 141382 69269.8 35913.1 47578.1 142634 30564.5 31080.9 18937.7 72215.5
+ACTG2 2.4015 64.4209 11.8501 3.0984 0.5589 33.6943 48.9018 16.3191 512.156 139.022 89.6947 1.2136 5.0905 39.386 21.4967 6.4755 32.5747 45.7666 0.9396 24.1379
+ACTL6A 829.011 935.309999999999 756.036 512.006 410.76 873.245 789.888 505.211 831.924 2470.31 913.486 745.752 671.38 551.791 706.704 744.681 780.901 716.247 548.273 1347.84
+ACTL6B 0 0 0 2.3238 0 0 0 0.68 0 0 0.6361 0.6068 0.5656 1.5446 0 0 0 20.595 0.4698 0
+ACTL7A 0.4803 0.4026 0 0.7746 0 0 0 0 0 0 0 0 0 1.1584 0 0 0 0 0.4698 0
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+ACTL8 0 0.4026 0 0 0 1.2034 2.901 0 1.0571 0 0 0 0 0.3861 0.5374 0 0.8925 0 19.2624 0.431
+ACTL9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ACTN1 2118.16 3821.36 4839.58 2154.92 396.229 1686.32 5263.99 1996.7 1206.13 9543.95 1542.62 797.33 1567.87 1186.21 2624.75 1955.6 2708.17 1323.42 794.456 1223.71
+ACTN2 2974.54 2.0132 20.1452 302.091 21.2366 16.0449 9.1173 13.9392 16.3848 1.3367 6.3613 3.034 15.8371 4.6337 8.0613 2.7752 306.113 4.5767 6.5774 79.7414
+ACTN3 0.4803 2.4158 19.5527 0 5.0297 2.8079 0.4144 3.0598 1.0571 1.3367 1.2723 1.2136 0 0.7723 1.0748 0.9251 1.3387 2.2883 0 0
+ACTN4 6970.89 17986.2 12348.1 18514.2 23300.7 28910.2 5025.25 16796.3 17549.8 8061.37 24625.2 11414.3 18803.6 15193.3 20025.4 13277.3 10772.4 12599.6 7327.19 12218.6
+ACTR10 1597.5 1364.11 2265.15 1266.46 1421.17 1182.51 769.167 1253.85 1164.38 1439.23 1638.68 1458.13 2359.73 1361.14 2672.58 1788.16 2229.36 1059.5 2654.92 1220.69
+ACTR1A 4171.95 5088.04 3880.31 6421.38 3659.95 7067.79 4387.48 4935.49 3767.44 3802.61 5543.89 4258.5 4252.83 4758.76 3033.19 5543.02 3205.71 5032.04 3957.25 5423.71
+ACTR1B 1912.58 1451.48 2501.56 1644.46 2170.6 2685.52 1045.59 1538.07 1607.82 1279.71 1705.47 1055.22 2337.67 1530.65 2743.52 1879.74 1876.84 1273.07 1584.21 2203.88
+ACTR2 3320.85 3391.76 2231.97 1635.94 3672.25 4718.41 5324.91 2283.99 3053.91 6838.36 2269.08 2714.2 2813.91 2138.82 3386.81 3135.06 2135.21 2894.74 2902.04 7984.48
+ACTR3 3113.83 4008.19 2295.96 1738.19 5333.17 5716.81 3266.47 2274.47 3142.18 4999.89 4818.7 1643.2 4178.73 2516.07 2385.06 2166.51 1661.31 2643.78 3981.68 6482.76
+ACTR3B 178.674 252.047 337.135 336.173 153.127 186.522 85.7853 301.562 417.548 142.141 145.038 280.34 81.448 385.365 342.335 159.112 352.075 249.428 459.948 137.5
+ACTR3C 1.4409 31.8078 26.6627 17.0411 70.4159 16.8472 8.7029 27.8784 1.5856 168.876 21.6285 54.0049 0 87.6532 1.0748 53.654 36.5908 208.238 25.37 1.2931
+ACTR5 490.874 166.286 209.747 223.083 120.713 140.393 230.833 190.049 151.691 276.262 187.659 220.267 368.213 257.94 235.926 219.241 304.328 273.074 190.745 211.207
+ACTR6 317.483 678.432 706.266 347.792 695.218 608.905 530.46 879.189 781.184 412.61 812.977 767.597 470.023 600.058 915.222 592.97 751.004 585.05 933.991 495.69
+ACTR8 226.705 580.996 235.817 171.96 307.371 373.847 403.233 207.728 174.947 212.543 232.188 430.218 328.62 227.049 247.212 301.573 174.922 182.304 194.973 410.345
+ACTRT1 2.8818 0 0 2.3238 0.5589 0 0 0 0 0 0.6361 0 0 0 0 0 0 0 1.4094 0
+ACTRT2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ACVR1 515.37 777.478999999999 356.095 135.554 306.812 356.599 2854.12 400.837 491.543 495.488 358.142 464.199 244.91 430.93 398.764 953.746 307.452 364.607 501.292 420.69
+ACVR1B 1187.8 1224.8 1507.92 1698.68 1073 807.461 1113.97 1197.41 1837.74 620.697 2196.56 852.548 398.19 1550.34 661.024 1555.04 1288.26 827.612 1567.3 1453.45
+ACVR1C 12.488 2.0132 7.7026 35.6313 0 6.0168 70.0373 3.0598 8.9852 3.5647 19.7201 15.1699 0 2.703 9.1361 11.1008 4.0161 6.1022 41.3437 0.431
+ACVR2A 335.255 152.597 181.306 219.984 371.64 163.658 733.941 446.394 245.243 241.506 230.916 214.806 243.213 216.237 243.988 409.806 143.24 180.778 265.445 150.431
+ACVR2B 413.545 814.924 203.229 297.444 627.596 163.257 147.949 214.188 399.577 144.369 419.847 545.51 115.385 186.118 102.647 375.578 184.293 200.61 670.895 334.483
+ACVRL1 203.17 427.996 276.7 178.156 419.701 439.631 3811.02 328.081 410.148 209.424 675.572 264.563 483.032 315.088 245.062 720.629 241.856 370.709 422.363 215.948
+ACY1 461.095 924.991 947.646 292.022 1495.5 4203.88 387.911 1478.72 431.67 630.055 763.079 2181.26 2428.73 1235.11 1128.49 1416.28 1561.48 644.935 1006.34 1192.51
+ACY3 2.8818 0 0 0 0 0 0 0.68 0.5285 98.0283 1.2723 12.1359 3.9593 0.7723 1.6123 1.8501 0.4462 3.8139 5.168 12.931
+ACYP1 996.158 130.452 151.089 196.747 51.4148 124.348 70.4517 410.016 162.262 410.828 199.745 165.655 308.258 488.85 171.974 47.1785 1944.67 215.866 49.3305 192.241
+ACYP2 755.524 184.002 666.568 513.555 1079.15 643.402 92.0017 759.176 477.273 114.96 741.094 388.956 870.475 756.444 686.82 787.234 339.134 561.404 758.75 418.966
+ADA 41.7867 115.958 269.59 109.218 168.216 128.761 452.134 79.5554 104.651 266.013 214.377 90.4126 157.805 102.713 90.8236 94.3571 68.2731 210.526 169.133 246.983
+ADAD1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ADAD2 2.8818 11.4951 7.7026 15.732 14.48 5.1223 7.4596 0.68 2.1142 0 2.7608 0.6068 6.2217 25.0874 4.294 13.876 4.4623 1.5256 15.5837 2.7328
+ADAL 263.209 222.252 107.836 89.0782 124.625 104.693 139.246 91.7947 250.529 191.601 173.028 270.024 154.977 152.524 279.995 86.0315 158.411 193.745 327.93 119.828
+ADAM10 377.041 1972.49 596.652 125.484 557.18 971.52 607.543 910.467 607.294 1036.43 449.745 419.903 239.253 511.632 443.37 400.555 375.725 308.925 1061.31 1100
+ADAM11 24.0154 10.871 25.4777 345.469 8.3829 19.2539 46.4153 66.2961 16.3848 8.4661 43.8931 10.3155 25.4525 19.693 36.007 20.3515 37.4833 20.595 12.685 31.0345
+ADAM12 6.7243 40.6657 64.583 118.513 5.5886 307.661 2160.38 242.406 35.4123 42.776 12.0865 15.1699 85.4072 16.6039 17.7348 28.6772 107.541 6.865 4.2283 84.0517
+ADAM15 712.296000000001 1040.58 934.973 1103.8 870.699 764.625 1721.92 959.615 309.73 4574.36 810.433 1173.01 549.208 462.593 375.655 1086.03 764.864 1256.42 489.589 254.741
+ADAM17 239.673 659.911 303.955 199.845 300.665 425.592 873.187 413.416 267.97 291.411 173.664 176.578 169.683 280.722 212.817 156.337 260.598 148.741 239.605 584.914
+ADAM18 0 0 0 0 0.5589 0 0 0 0 0 0 0 0.5656 0 0 0 0 0 0 0
+ADAM19 12.488 230.707 367.945 91.402 8.3829 105.094 627.435 95.8744 37.5264 629.163 89.6947 125 2201.92 42.089 31.7076 130.435 27.6662 86.1937 25.37 65.9483
+ADAM20 2.8818 1.6105 4.74 13.9427 0 0 2.0721 2.7198 1.0571 2.2279 0.6361 1.2136 1.1312 1.9307 2.1497 1.8501 4.4623 1.5256 5.168 0.431
+ADAM21 2.8818 34.6262 2.37 3.873 11.736 18.4517 69.6229 1.0199 1.5856 1.7823 3.8168 8.4951 27.7149 0.3861 10.7484 8.3256 0 3.8139 5.168 0.8621
+ADAM21P1 1.4409 16.5078 2.37 1.5492 1.6766 1.2034 4.5586 0.34 0.5285 0 0.6361 1.8204 1.6968 0 1.0748 0.9251 0 0 0.9396 0
+ADAM2 0 0 0.5925 0 0 0 0 0 4.2283 0 0.6361 0 0 0 0 0 0 0 1.4094 0
+ADAM22 43.708 28.9894 13.6276 18.5902 3.3531 171.28 95.317 137.012 3.1712 4.9014 76.3359 24.8786 42.9864 158.703 85.4494 189.639 136.992 44.241 49.3305 23.7069
+ADAM23 82.1326 2.4158 104.873 372.579 262.663 209.386 44.7576 88.7348 139.535 0 108.779 58.8592 92.1946 127.812 76.3133 95.2821 71.8429 50.3432 74.7005 15.9483
+ADAM28 26.4169 2.8184 14.8126 43.3772 6.1474 3.209 99.4613 8.1595 7.3996 81.5417 23.5369 91.0194 22.6244 12.3564 16.6599 28.6772 5.3548 90.0076 8.4567 1.2931
+ADAM29 0 0 1.7775 0 0 0 0.4144 0.34 1.5856 0.4456 0 1.2136 0 0.3861 0 0 1.3387 0 0.4698 0
+ADAM30 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+ADAM32 1.9212 4.4289 9.4801 70.488 15.648 30.0842 0 86.695 2.6427 4.9014 69.9746 69.7816 1.6968 98.8512 9.1361 12.951 35.2521 119.756 15.9737 3.4483
+ADAM33 4.8031 5.6368 3.2766 78.3036 11.736 2.0056 947.323 1.3599 2.6427 0.8912 37.5318 1.2136 2.2624 13.901 2.1497 4.6253 17.4029 16.7811 3.7585 6.8966
+ADAM3A 0 0 0 0 0 0 0.8288 0.34 0 0 0 0 0 0 0 0 0 0 0 0
+ADAM5P 0 0 0 0.7746 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ADAM6 26.1191 4855.75 218.368 13.0596 724.2 10.3209 13278.4 13.1164 43.3562 781.063 284.822 152.682 15.2432 1.9963 53.4569 2957.58 7190.84 14124.7 8947.56 26.3362
+ADAM7 0 0 0 0 0 0 0 0 0 0 0 0 1.1312 0 0 0 0 0 0 0
+ADAM8 79.731 68.0445 115.538 381.875 76.0045 164.862 78.7402 67.3161 180.761 2099.59 152.672 66.1408 171.38 20.8514 43.5308 66.605 166.444 167.048 79.8685 143.965
+ADAM9 542.267 1612.13 1101.47 431.449 2296.9 1594.46 2012.02 735.037 841.966 927.704 523.537 1353.16 1117.08 1055.31 1341.39 1803.89 542.169 971.014 845.666 4613.79
+ADAMDEC1 0.9606 1.2079 10.0726 0.7746 0.5589 3.6101 135.101 0.68 8.4567 573.911 5.0891 0 17.5339 0.3861 5.3742 14.8011 2.6774 18.3066 13.1548 0
+ADAMTS10 39.3852 144.142 179.529 1749.03 17.3246 19.655 133.444 55.7568 23.2558 15.5954 189.567 319.175 18.6652 13.901 16.6599 343.201 26.7738 63.3105 11.7454 170.69
+ADAMTS12 77.3295 95.826 45.0304 27.1108 1.1177 362.615 549.938 1.3599 16.3848 0 17.1756 10.9223 16.9683 80.3166 10.7484 18.5014 9.3708 28.9855 53.5588 1.2931
+ADAMTS13 248.799 51.1341 25.4777 164.988 45.2674 58.564 126.399 99.6142 167.019 32.5276 57.2519 254.854 114.819 58.3068 168.749 47.1785 482.374 51.106 15.5039 67.6724
+ADAMTS14 8.1652 16.5078 12.4426 44.9264 43.5908 32.0899 840.448 48.2772 54.9683 32.5276 7.6336 85.5583 33.371 12.3564 51.0547 141.536 147.256 16.7811 11.2755 65.0862
+ADAMTS15 0 2.8184 1.185 0.7746 5.0297 10.8303 179.03 1.6999 1.5856 5.347 0.6361 20.0243 0 1.9307 2.1497 12.951 1.3387 0.7628 3.2887 0.431
+ADAMTS16 0 0.8053 0 0.7746 1.6766 6.0168 90.7584 1.0199 3.6998 0 0 7.8883 0 0.3861 0.5374 215.541 0.8925 0 0 0
+ADAMTS17 3.3622 6.0395 79.3956 161.89 166.539 44.9258 9.5317 19.3789 461.945 3.1191 41.9847 38.835 0.5656 205.811 529.356 101.758 18.2954 16.7811 39.4644 9.0517
+ADAMTS18 0.4803 12.4815 1.7775 6.1967 10.6183 0 0.8288 9.8594 1.0571 0.4456 3.1807 0 0 1.9307 0.5374 0 0.4462 9.1533 0 0.8621
+ADAMTS19 6.244 0 0 7.7459 0 0 0 0 0.5285 0 0 1.8204 0 0.7723 0.5374 0 112.896 0 0 0.8621
+ADAMTS1 377.041 1453.5 777.959 48.7994 310.724 738.468 1857.85 426.675 1266.38 228.584 491.094 785.194 436.652 690.028 655.112 288.622 1436.86 762.014 481.09 762.069
+ADAMTS20 0 1.6105 24.8852 1.5492 0 0.4011 0.4144 0 0 0 1.2723 0.6068 0 0 0.5374 0 0 2.2883 0 0
+ADAMTS2 9.1258 58.784 44.4379 37.9551 15.0891 37.3045 905.097000000001 4.4197 25.37 50.3509 24.173 6.6748 21.4932 49.4256 35.4696 27.7521 12.9407 16.7811 13.6246 20.2586
+ADAMTS3 294.909 116.36 130.351 422.928 1.1177 125.953 16.5769 99.6142 197.146 0.4456 94.7837 205.097 141.403 90.7423 88.6739 291.397 417.224 173.15 622.034 83.1897
+ADAMTS4 130.163 649.845 420.678 110.767 100.035 590.453 2464.98 188.009 1020.61 498.608 119.593 182.646 312.217 183.802 849.12 145.236 80.3213 300.534 456.66 288.793
+ADAMTS5 19.6926 107.502 158.199 39.5043 31.296 118.733 317.447 37.0578 93.5518 106.049 235.369 18.2039 91.0633 46.7227 68.252 170.213 65.5957 90.7704 143.293 37.069
+ADAMTS6 21.6138 4.8316 40.8828 28.66 47.5028 46.1292 86.6142 57.4567 47.5687 9.8028 49.6183 22.4515 26.0181 77.6137 41.9186 99.9075 32.5747 121.281 54.0287 491.81
+ADAMTS7 102.786 1618.17 584.21 1204.49 154.803 1314.08 860.754 1328.98 853.593999999999 88.2255 1108.78 362.257 355.769 1531.81 615.343 409.806 1066.04 1171.62 112.755 1657.33
+ADAMTS8 0.4803 2.4158 0.5925 3.873 3.912 4.0112 94.0738 2.0399 1.0571 2.2279 1.2723 9.7087 1.6968 0 0.5374 5.5504 2.2311 6.1022 2.3491 0.431
+ADAMTS9 382.805 435.243 503.629 1159.57 217.954 916.967 937.008000000001 258.725 665.433 141.695 314.249 248.786 533.371 194.227 362.757 258.094 310.576 1123.57 209.067 417.241
+ADAMTSL1 54.755 1305.73 15.9976 452.363 15.648 237.866 168.255 31.6182 16.3848 6.6837 116.412 16.9903 130.09 807.414 13.9729 36.0777 103.525 23.6461 22.5511 429.31
+ADAMTSL2 153.218 272.983 99.5408 91.402 33.5314 180.906 266.059 56.7767 98.3087 67.2831 227.735 139.563 175.905 479.197 55.8914 127.66 324.409 467.582 28.6587 54.7414
+ADAMTSL3 15.8501 162.663 24.2927 6.9713 27.384 27.2764 53.4604 29.2383 40.1691 8.0205 48.9822 46.7233 7.9186 26.6435 17.7348 36.0777 28.5587 69.4127 32.4172 6.8966
+ADAMTSL4 17.7714 34.6262 26.6627 62.7421 406.289 35.2988 320.762 11.2193 22.1987 1063.16 55.3435 928.398 42.4208 51.3563 16.6599 473.635 44.1767 85.431 15.5039 31.8966
+ADAMTSL5 45.6292 52.3419 16.5901 161.115 200.071 102.688 281.392 107.094 94.0803 76.1947 158.397 54.6117 10.7466 53.287 59.1159 319.149 77.6439 62.5477 18.7926 168.965
+ADAP1 40.2017 81.9071 221.306 512.029 631.508 79.4866 316.394 463.393 208.827 78.6499 236.877 243.732 44.4287 272.509 268.564 259.538 227.26 461.327 137.726 36.056
+ADAP2 83.0932 53.1472 42.0678 75.9101 500.736 76.6145 1055.53 53.0369 90.3805 357.358 84.6056 288.228 139.14 60.2375 61.2656 126.734 44.6229 202.136 97.2516 14.2241
+ADAR 3315.08 10011 3548.51 1765.3 3462.12 3186.52 5753 4183.46 3614.16 12129.2 2809.8 2840.41 3863.12 2610.68 4440.68 2476.41 3462.74 5659.04 3710.12 3685.78
+ADARB1 159.942 385.72 338.913 352.44 457.704 243.482 406.962 360.719 191.332 996.769 339.058 167.476 235.294 350.999 308.478 378.353 577.421 480.549 364.106 248.276
+ADARB2 0.4803 0 0 1.5492 7.824 0 0.4144 4.7597 0 0 1.9084 0.6068 1.6968 0.3861 0.5374 0 1.3387 0 0.9396 0
+ADAT1 74.928 549.188 307.51 94.5004 115.683 109.908 125.57 193.789 251.586 43.6671 57.2519 250 75.7919 225.504 301.491 64.7549 180.277 73.2265 186.986 177.155
+ADAT2 178.194 93.4102 127.388 230.054 159.833 68.1909 227.518 109.474 131.078 94.4636 141.221 74.6359 70.1357 145.96 60.1908 104.533 113.788 168.574 224.101 134.483
+ADAT3 110.951 24.1578 45.6229 246.321 26.2663 149.218 72.9383 200.588 99.8943 51.6876 125.954 119.539 158.371 101.554 54.8166 206.291 119.143 67.8871 25.8398 159.483
+ADC 57.6369 39.8604 167.086 175.833 126.302 109.908 1010.77 131.912 106.765 44.1127 106.234 217.233 9.0498 213.92 83.2997 100.833 143.24 134.249 67.1835 7.3276
+ADCK1 131.124 190.444 436.084 182.804 159.274 176.093 192.292 222.007 341.438 172.886 283.079 345.267 341.629 256.009 243.988 224.792 418.117 278.413 1017.62 145.69
+ADCK2 603.28 1536.44 852.614 418.28 1244.02 653.43 839.204 421.236 1144.85 381.419 349.237 1240.31 531.674 844.873 975.993999999999 378.353 1283.8 857.361 1218.23 376.293
+ADCK4 1402.5 446.517 1845.65 1158.02 970.175 3187.73 619.146 1119.55 1216.17 453.604 1330.79 990.291 1395.36 1094.31 2239.96 1546.72 1748.77 1212.81 923.655 750.431
+ADCK5 319.404 174.742 249.445 1011.62 823.755 191.336 153.336 247.846 190.275 770.413 324.428 168.083 302.036 304.276 203.681 143.386 436.858 433.257 138.595 414.224
+ADCY10 0.4803 0.8053 3.555 32.5329 1.1177 0 0.4144 0.68 4.7569 0 5.7252 3.6408 0.5656 1.1584 3.2245 0.9251 5.801 3.0511 1.8793 3.0172
+ADCY1 15.3698 31.4052 45.6229 108.443 16.2068 78.219 1031.91 70.3759 17.4419 47.2318 29.2621 52.7913 26.5837 17.3762 60.7282 41.6281 79.8751 20.595 39.4644 6.4655
+ADCY2 0 23.7552 4.1475 41.828 0 0 2.0721 0.68 4.7569 0.8912 3.1807 9.1019 0 2.3168 3.7619 17.5763 123.606 0 2.8189 0
+ADCY3 120.639 2660.36 1515.78 380.658 7727.41 1418.86 1587.4 491.054 474.355 1444.01 755.032 522.579 230.537 413.801 140.685 627.16 354.087 524.569 697.627 379.56
+ADCY4 99.4236 143.336 27.2552 79.7831 296.753 103.891 140.903 130.212 67.1247 19.1601 147.583 111.044 89.9321 69.1186 80.6127 225.717 28.5587 89.2449 71.8816 6.8966
+ADCY5 10.0865 31.8078 8.2951 10.8443 1102.07 22.0618 2.0721 19.0389 25.37 0.8912 18.4478 38.835 2.8281 1.9307 2.1497 4.6253 13.3869 8.3905 325.112 3.8793
+ADCY6 1497.6 4438.19 2244.41 2694.81 3064.77 498.596 1077.08 1458.86 941.332 695.11 1177.48 3554.61 1175.34 869.582 217.117 1019.43 1247.66 629.291 1426.36 372.845
+ADCY7 183.477 281.036 117.316 333.075 250.368 78.6201 791.546 115.933 186.047 384.538 106.234 378.641 68.4389 591.563 137.042 324.699 177.599 460.717 118.863 244.397
+ADCY8 0 0.4026 1203.97 1.5492 0 0 1.2433 0.34 9.5137 0 0.6361 314.927 1.1312 0 0 7.4006 29.4511 0 2.3491 0.431
+ADCY9 1045.15 845.926 537.994 979.086 221.307 842.76 546.622 565.387 386.892 440.682 905.216 611.044 442.308 1255.72 539.567 719.704 540.384 1064.84 332.159 585.776
+ADCYAP1 0 3.221 65.768 3.0984 5.5886 0 4.1442 0.34 17.4419 2.6735 0 3.6408 0 0.3861 1.6123 20.3515 0.8925 1.5256 2.3491 0
+ADCYAP1R1 0 0 20.7377 2.3238 0 0 7.874 2.0399 0 0 0 0 0 22.0098 1.0748 0.9251 4.4623 0 0 0
+ADD1 4542.75 5474.16 3055.55 5001.55 3866.73 4038.91 6300.04 9038.37 4283.3 2257.32 4096.69 4750 3001.13 4366.83 2472.12 5707.68 5892.9 4667.43 5248.77 3609.91
+ADD2 2.8818 3.6237 37.3278 39.5043 3.3531 13.6382 486.117 12.5793 30.1268 21.8336 24.8092 15.1699 7.9186 2.703 4.8368 13.876 44.6229 32.0366 16.4435 110.776
+ADD3 414.986 638.572 148.719 561.58 726.514 1123.55 2233.32 662.961 257.928 1821.99 754.453 1518.2 365.385 703.543 426.172 1060.13 827.309 578.947 420.954 997.844999999999
+ADH1A 0.4803 1.2079 0 0 0.5589 0 0.4144 0 0 0 2.5445 48.5437 0.5656 3.4752 1.0748 12.951 0 3.8139 4.6981 0.431
+ADH1B 75.4083 225.07 481.114 2.3238 20.6777 22.864 14.0903 12.9192 40.6977 4.0102 715.013 9826.46 93.3258 500.82 124.144 4541.17 283.802 1507.25 724.924 52.1552
+ADH1C 37.9443 0 0 24.0124 0 0.8022 62.5777 20.0588 17.4419 0 68.7023 78.8835 0 67.188 0.5374 869.565 3.1236 1508.01 2.3491 0.8621
+ADH4 0 0 0.5925 0 0 0 4.5586 2.3799 0 0 0 16.9903 0 0.3861 0.5374 1623.5 0 51.8688 1.4094 0
+ADH5 3030.74 2584.48 1667.31 2083.66 1905.7 1239.07 2778.7 2366.94 6876.32 2109.84 1593.51 3400.49 1361.99 3142 3032.11 5325.62 1567.6 2960.34 5888.18 1883.19
+ADH6 0 0 0 0 0 0 0.8288 0 2.6427 0 1.2723 20.0243 0 0 0 5.5504 0 7.6278 1.4094 0
+ADH7 0 0 0 0 0 0 46.4153 0 0 0 0 0 0 0 0 0 0 0 0 0
+ADHFE1 217.099 79.3182 17.7751 212.239 86.0639 133.574 22.3788 49.9771 24.8414 84.6608 114.504 596.481 39.5928 16.9901 17.1974 63.8298 72.2892 302.822 84.5666 40.0862
+ADI1 4317.96 1488.52 3145.61 2922.54 13553.4 15788.6 2296.73 4165.1 3633.72 2052.8 3132.95 3452.06 7156.67 4035.52 5544.54 4865.86 2249 3302.82 4351.89 8264.66000000001
+ADIG 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ADIPOQ 0 0 0 0 1.6766 0 0 0 0 0 0 0 0.5656 0 1.0748 0.9251 0 0 0 0
+ADIPOR1 3244.96 4810.63 2151.98 1782.34 3118.42 3389.89 2263.99 1416.36 3076.11 3944.3 2189.57 1877.43 4415.16 1860.8 2523.18 2444.96 1376.17 2830.66 2651.16 3021.55
+ADIPOR2 3028.82 4442.62 7624.35 3010.07 12068.5 4613.72 2837.55 4903.87 5793.34 2978.72 5622.77 5659.59 5102.94 5982.04 3718.93 4961.15 2850.07 3295.96 7820.53 6416.38
+ADK 313.16 261.71 261.295 216.112 284.458 509.827 228.761 164.21 239.429 788.237 291.985 799.757 273.19 450.623 190.246 486.587 183.846 680.397 513.037 382.328
+ADM 123.439 97.4366 202.637 387.297 808.107 136.382 1078.33 355.279 1241.54 1149.16 204.198 94.6602 443.439 140.168 506.785 177.613 382.865 180.778 222.222 124.138
+ADM2 11.0471 551.604 20.1452 218.435 3.912 3.6101 24.8653 0.34 9.5137 127.437 1.2723 4.8544 8.4842 13.5148 4.8368 1.8501 70.5042 14.4928 15.9737 46.9828
+ADNP2 361.671 693.732 350.17 329.977 260.427 381.067 447.161 622.164 630.021 266.013 208.015 418.689 366.516 470.702 406.825 336.725 453.369 306.636 460.888 740.086
+ADNP 1452.45 2917.06 1506.15 2087.53 1568.71 1652.63 1094.49 3042.82 1655.39 1147.82 1830.15 1794.3 1338.24 2270.1 2530.16 1654.02 1815.71 1272.31 1206.95 1817.24
+ADO 828.53 896.658 857.947 487.994 527.002 630.967 931.62 1027.76 598.837 594.408 877.863 859.83 735.86 982.72 895.338 637.373 593.039 987.033 909.561000000001 694.828
+ADORA1 11.0471 80.1234 96.5783 69.7134 19.56 136.783 60.5056 43.5175 184.989 11.5852 15.2672 13.3495 141.968 24.7128 16.6599 42.5532 33.9134 6.865 711.299 55.6034
+ADORA2A 53.7944 68.4472 59.843 116.964 155.362 68.9932 159.552 91.1147 97.7801 63.7139 132.315 66.1408 63.3484 51.7424 34.3947 83.2562 58.456 144.928 78.459 39.6552
+ADORA2B 3.8425 14.4947 248.852 26.3362 15.648 151.223 276.419 13.2592 39.1121 303.442 38.1679 39.4417 41.2896 14.2871 11.8232 125.809 25.8813 8.3905 11.2755 4.7414
+ADORA3 267.051 21.742 55.6955 120.062 513.03 73.0044 894.322 25.1585 145.877 460.733 148.855 209.345 415.724 106.188 190.783 133.21 56.6711 536.232 179.469 15.9483
+ADPGK 1058.18 1288.26 1199.23 1227.63 666.079 858.223 1788.53 917.165 1347.01 2410.43 928.009 774.709 681.454 1085.43 980.567000000001 888.418 1071.76 1428.39 1188.09 471.94
+ADPRH 94.6206 123.608 142.794 41.828 305.136 158.845 250.311 73.4357 83.5095 365.824 117.048 234.223 86.5385 120.089 77.9256 198.89 129.406 266.972 120.742 100.431
+ADPRHL1 20.6532 146.155 71.6931 92.1766 64.8274 13.6382 12.0182 6.4596 47.0402 79.3138 12.0865 224.515 63.914 105.029 9.1361 0 21.8652 26.6972 285.177 38.7931
+ADPRHL2 1654.18 801.637 1681.53 1007.75 1222.22 1168.87 1212.6 1085.22 1457.72 1515.87 1316.16 759.709 1444 1178.88 1212.95 1322.85 1409.64 1651.41 1052.85 619.828
+ADRA1A 0 0.4026 0 0 0 0.8022 0.4144 7.8195 0 1.7823 0 1.8204 0 0.3861 0.5374 0 0 0 0 0.8621
+ADRA1B 1.9212 59.1867 72.2856 264.136 22.3543 82.6314 34.397 26.8584 51.797 1.3367 29.2621 16.9903 40.1584 186.118 174.661 64.7549 27.22 9.9161 34.2965 22.8448
+ADRA1D 0.9606 2.4158 4.1475 7.7459 0.5589 1.6045 6.6308 3.0598 15.3277 5.7926 13.3588 1.2136 6.2217 52.1286 0 21.2766 8.0321 1.5256 1.4094 4.3103
+ADRA2A 84.5341 1368.54 8.8876 877.614 19.0011 99.0774 25.6942 1789.66 562.896 5.7926 1573.79 13.9563 192.873 69.8909 438.533 351.526 746.096 633.105 257.928 417.672
+ADRA2B 164.745 103.073 47.4004 1450.81 484.529 91.8572 111.065 178.15 202.96 12.4763 191.476 55.8252 76.3575 38.9999 116.62 50.8788 30.3436 322.654 249.002 11.6379
+ADRA2C 22.5744 121.997 143.386 928.737 25.7074 1343.76 13.2615 122.393 192.389 15.1498 433.206 41.2621 1026.58 202.336 233.777 43.4783 2028.11 110.603 48.3909 30.1724
+ADRB1 0.9606 0.4026 1.185 3.0984 22.9131 0.8022 3.7298 0.68 8.9852 0.4456 1.2723 3.6408 1.6968 1.1584 1.0748 2.7752 0 7.6278 6.1076 0
+ADRB2 4.8031 4.0263 6.5176 4.6476 97.2411 10.4292 39.3701 3.3998 1.0571 9.8028 6.9975 32.767 31.1086 5.4059 32.2451 35.1526 8.9246 18.3066 10.3359 3.8793
+ADRB3 0 0.4026 123.241 8.5205 0.5589 0 0.8288 0 0 0.4456 1.2723 1.2136 0.5656 0 0 0.9251 0.4462 0 0 0
+ADRBK1 2280.5 1913.7 2515.78 2555.38 1599.45 2509.83 2834.23 1476.19 1594.08 2750.58 970.738 1189.32 3675.34 1383.15 938.331 1087.88 1678.27 2105.26 1309.37 1375.86
+ADRBK2 71.5658 79.3182 346.023 250.194 107.3 63.3775 626.606 58.4766 261.099 227.693 97.9644 185.073 85.4072 132.059 69.8643 111.933 180.723 206.712 214.705 343.534
+ADRM1 3008.17 2789.02 4307.51 4246.32 6321.79 3948.66 3639.87 3053.02 2994.71 3001 4983.46 2282.16 8397.06 3739.74 3542.12 2998.15 5383.31 4758.96 3559.78 2901.29
+ADSL 467.819 854.784 540.364 432.998 613.625 510.229 874.016 456.253 566.596 1625.04 423.028 674.15 1122.74 511.632 683.058 256.244 1402.95 518.688 934.931 1200
+ADSS 1134.01 2108.17 838.393999999999 594.888 1060.71 1170.08 549.523 915.567 543.34 1892.84 635.496 635.922 757.919 1014 1039.9 607.771 667.113 903.127 808.081 1754.74
+ADSSL1 77.3295 72.4735 2639.02 356.313 145.862 106.699 58.8479 73.7757 749.471 968.252 157.761 50.3641 276.018 82.6335 145.103 299.723 1683.18 51.106 526.192 65.9483
+AEBP1 471.182 1758.69 251.815 493.416 163.186 272.363 4480.31 198.548 458.245 482.567 1776.72 121.966 257.353 1121.73 537.418 1329.32 1164.66 1879.48 128.729 284.914
+AEBP2 842.459 1689.44 1224.11 1317.58 1165.78 497.794 610.443 1686.3 948.203 930.823 1440.84 1321 479.072 951.828999999999 965.74 1342.28 984.828 943.554 883.251 1251.29
+AEN 1332.85 205.341 1118.65 151.046 369.404 650.221 518.442 377.038 947.674 741.45 1840.97 612.257 1213.8 933.681 589.01 312.673 2189.65 1909.23 712.239 705.603
+AES 22499 13970.5 16257.1 33804 24401.4 25427.6 7479.49 16941.9 24458.8 5129.55 10434.5 14202.1 26690.6 10350.8 16232.7 21778 9340.92 17070.2 10528.1 17809.1
+AFAP1 328.05 496.608 184.862 383.408 151.45 314.079 2316.62 385.534 203.462 777.529 256.361 173.544 153.846 309.296 278.382 507.854 388.666 263.921 303.5 242.668
+AFAP1L1 172.911 571.332 95.9858 151.82 331.402 296.029 167.841 377.378 64.482 131.001 240.458 218.447 178.733 103.871 123.606 235.893 656.403 117.468 215.175 296.983
+AFAP1L2 36.9837 49.1209 17.7751 41.0534 63.7097 103.49 283.879 220.987 51.797 526.234 93.5115 146.238 15.2715 70.2771 29.0206 246.069 189.201 115.179 123.561 16.3793
+AFARP1 0.4803 1.6105 11.2576 1.5492 1.6766 2.4067 0.4144 1.3599 1.5856 0.8912 2.5445 3.6408 4.5249 3.4752 3.7619 0 1.7849 0.7628 2.8189 0
+AFF1 1428.91 1707.56 1296.99 1020.14 1276.99 1073 822.213 1159.67 1146.41 671.939 1151.4 2711.16 464.932 1828.36 967.889 1815.91 1395.81 1970.25 1665.49 898.707
+AFF2 16.3305 4.0263 821.212 627.421 2.2354 247.894 25.2797 2.3799 809.725 0.8912 171.756 16.3835 69.5701 51.3563 1151.69 19.4265 51.3164 33.5622 550.153 1.7241
+AFF3 1782.9 2962.55 43.2529 54.9961 49.7382 58.1629 160.796 673.501 9.5137 0.4456 143.13 112.257 170.249 642.533 88.6739 37.9278 666.22 66.3616 10.3359 1707.33
+AFF4 3185.4 5178.23 3716.19 3115.41 3144.69 4444.85 1158.31 3858.78 3178.65 1225.35 3986.64 2961.16 1756.22 3507.67 4808.81 3456.98 2650.6 2199.85 4679.35 3859.91
+AFG3L1 528.338 133.271 308.103 1436.1 184.982 190.534 198.923 228.127 340.909 521.332 345.42 293.689 183.823 381.118 263.872 301.573 451.584 456.14 284.707 240.948
+AFG3L2 1064.61 1587.33 1233.67 380.674 1252.95 1314.16 1577.08 1585.73 1021.88 627.381 397.055 1861.29 2456.62 1385.66 1568.53 510.351 1660.81 671.274 1875.44 2700.7
+AFM 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+AFMID 85.0144 123.608 359.65 182.804 240.308 386.282 415.665 310.742 174.947 962.46 134.86 230.583 285.068 101.554 196.695 158.187 89.2459 62.5477 50.2701 165.517
+AFP 0 2.8184 23.1077 0 0 0 76.668 1.3599 1.5856 0 5.7252 0 0 83.0196 2.1497 80.481 4.4623 633.105 2.8189 0.431
+AFTPH 675.312 883.774 811.139 544.539 1029.97 1243.88 472.855 548.728 740.486 700.011 558.524 858.616000000001 443.439 873.057 891.576 710.453 487.283 845.919 1237.96 1019.83
+AG2 1100.38 428.801 759.591 431.449 1904.02 870.838 1641.53 271.644 1014.8 1001.67 884.223999999999 779.126 884.05 787.335 1036.14 765.032 542.169 2193.75 332.159 178.448
+AGA 513.929 906.321 422.456 611.929 456.586 387.485 181.931 175.77 438.161 520.441 195.929 757.888 529.977 1192.78 230.015 1630.9 306.56 509.535 1468.64 398.707
+AGAP11 38.4246 51.3072 2.9625 11.6189 48.6205 8.8247 6.2163 9.8594 8.4567 10.694 16.5712 30.4672 1.1312 5.0198 3.7619 42.5532 6.2517 13.73 7.517 18.1034
+AGAP1 302.594 609.18 364.39 319.132 201.747 490.975 222.13 304.282 512.685 263.34 356.234 174.15 528.846 454.484 529.356 185.014 283.356 91.5332 362.697 540.948
+AGAP2 34.4092 30.1248 80.16 289.543 61.2954 66.0088 528.508 50.5687 124.318 89.2191 26.5649 100.188 50.3846 23.8826 42.945 133.506 42.4587 100.702 12.7226 24.944
+AGAP3 1642.17 1977.72 2897.35 3930.29 1155.16 801.845 3387.07 2291.47 1405.39 2292.53 1064.89 1916.26 829.186 1809.83 1680.51 2118.41 2650.6 3021.36 1641.53 559.052
+AGAP4 335.735 207.355 228.114 1487.22 298.43 409.547 171.985 284.224 191.332 331.068 531.17 375.607 164.027 372.237 195.083 284.921 226.685 564.455 82.6873 264.224
+AGAP5 24.4957 46.9548 32.1197 91.5569 57.5622 97.4809 21.9644 16.9514 20.9884 25.3982 32.57 49.7573 14.7059 34.1539 29.3806 27.7521 25.685 35.0877 8.4567 45.681
+AGAP6 219.981 129.647 137.461 691.712 115.124 156.037 109.822 167.95 137.949 160.41 297.074 120.752 56.5611 132.059 60.7282 123.959 137.439 276.888 70.4722 143.535
+AGAP7 16.8108 9.6631 7.7026 85.2053 10.6183 7.6213 12.4327 12.9192 11.6279 11.1396 61.7048 15.1699 5.6561 39.7722 8.0613 10.1758 13.3869 27.46 3.2887 9.9138
+AGAP8 86.9356 45.0946 19.5527 391.944 14.5303 37.7056 46.0008 39.0977 34.3552 33.8643 32.4427 34.5874 31.6742 27.4158 56.9663 50.8788 91.9232 86.1937 14.5642 81.0345
+AGBL1 0 0 0 0 0 0 0 0 1.0571 0.8912 0 0 0 0 0 0 0 0 0 0
+AGBL2 42.7474 2.0132 0 14.7173 69.8571 11.2314 11.1894 2.7198 4.2283 16.9322 9.542 9.7087 16.9683 2.3168 0 17.5763 16.0643 7.6278 1.8793 8.1897
+AGBL3 0.9606 3.221 11.8501 11.6189 2.7943 3.209 6.2163 4.4197 7.3996 2.2279 1.9084 12.7427 2.2624 5.7921 10.2109 12.951 28.1124 3.0511 19.7322 0.8621
+AGBL4 19.6926 0.8053 8.8876 5.4222 0 7.2202 0 3.3998 41.7548 0.4456 12.0865 9.1019 21.4932 5.0198 14.5103 3.7003 4.9085 6.1022 20.202 4.7414
+AGBL5 934.688 931.691 405.273 343.935 904.795 1012.84 680.908 357.663 615.756 546.289 397.589 637.136 1054.87 496.573 685.208 570.777 344.94 296.72 338.736 814.228
+AGER 150.816 20.1315 60.4355 418.28 41.3554 61.3718 62.5777 48.9572 92.4947 53.0244 141.857 24.8786 118.213 30.891 54.2792 93.432 97.278 105.263 23.0209 75.431
+AGFG1 1084.05 2259.16 1059.99 315.26 1974.44 2100.28 1574.39 1018.58 983.086999999999 2352.23 914.757999999999 1131.07 1889.14 960.324 1702 938.019999999999 940.205 793.288 817.007 1975.43
+AGFG2 1710.37 938.531 3649.24 2925.64 1630.18 1199.36 987.153 2626.01 2886.89 357.803 1429.39 3199.64 754.525 4248.29 2800.48 1619.8 3469.88 2997.71 2264.51 496.552
+AGGF1 632.085 639.78 1231.82 751.356 1162.42 630.566 556.569 708.179 1425.48 897.85 1093.51 868.932 639.14 1146.06 1219.94 843.663 1142.35 1503.43 2103.83 1033.19
+AGK 731.028 1210.71 1396.53 780.79 569.475 688.728 723.581 1264.39 810.782 571.683 582.697 1213.59 468.326 1420.6 878.14 903.793 1077.2 1062.55 1671.13 342.241
+AGL 1023.05 426.386 366.76 277.304 367.728 559.567 411.106 636.103 473.044 764.621 409.669 564.927 279.412 374.553 336.961 419.981 369.032 437.071 628.142 452.586
+AGMAT 12.0077 28.1841 44.4379 20.914 25.1486 279.984 9.1173 61.1964 9.5137 55.6979 8.2697 10.3155 80.8824 35.5247 18.8096 12.0259 95.9393 25.9344 129.669 2.5862
+AGPAT1 1283.7 2269.38 2006.82 2158.54 2785.83 3108.04 2008.09 1758.61 3807.1 2682.01 2205.48 1682.55 4199.58 1795.76 2479.65 2891.19 1634.92 1372.36 2626.85 2495.76
+AGPAT2 537.944 242.786 1007.26 5319.91 3203.93 2210.59 1670.12 1189.25 1154.86 3400.69 684.478 1444.17 3181.56 1552.66 2325.94 1433.86 3191.88 446.987 708.95 1165.95
+AGPAT3 3619.12 1126.16 2626.57 1678.54 2408.11 1958.68 1535.85 1913.07 1209.3 2192.27 1888.68 1183.25 3085.41 1028.67 1832.59 2189.64 1888.89 2958.81 2941.98 1129.31
+AGPAT4 383.766 300.765 53.9179 422.153 942.232 703.169 750.518 731.298 492.072 18.2689 608.143 47.9369 694.005 571.484 163.375 227.567 335.118 58.7338 935.4 1149.57
+AGPAT5 512.488 695.745 1846.24 463.981 580.652 1128.76 418.566 1433.02 767.97 525.342 818.066 935.073 972.851 946.037 975.951 1097.13 1195.89 1064.07 564.717 1471.98
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+ATG9B 21.8156 7.5091 1252.42 257.049 8.4387 12.2423 17.1322 11.4199 15.7558 5.3336 9.8282 58.7439 4.9434 236.957 13.371 64.0333 191.526 11.4798 4.6794 4.7759
+ATHL1 259.846 81.3313 41.4753 907.049 131.89 171.28 332.781 97.5743 84.0381 734.321 115.776 104.976 96.1538 31.6633 47.8302 89.7317 200.803 352.403 24.9002 173.707
+ATIC 1480.31 1350.02 1352.1 632.843 1877.76 2470.52 1013.26 1465.31 1054.97 3155.62 1477.1 888.35 2417.99 1465.39 1718.12 1481.96 1045.52 1487.41 875.264 2681.03
+ATL1 118.636 483.156 361.428 119.287 197.835 193.743 305.843 196.509 36.9979 408.154 234.733 322.815 277.149 396.177 21.4967 466.235 217.76 82.3799 166.784 363.793
+ATL2 1296.83 1584.35 863.279 4302.87 2185.69 3401.93 991.712 2714.4 860.994 1162.97 1568.07 760.316 963.235 1944.98 1326.35 1076.78 904.061 981.693 1292.46 2920.69
+ATL3 75.4083 418.333 334.173 199.845 181.07 1129.96 194.778 131.912 262.156 932.16 185.751 114.078 433.258 152.524 298.804 152.636 210.62 110.603 236.786 323.707
+ATM 1872.24 835.861 780.921 735.864 1023.83 695.949 570.659 444.014 464.059 689.317 808.524 632.282 373.303 895.839 508.397 634.598 673.806 1184.59 661.968 824.138
+ATMIN 1001.92 1109.25 2723.74 2056.55 1113.24 1060.17 1230.42 1344.96 1813.95 777.097 1698.47 1618.93 1017.53 1963.51 1546.15 1913.97 1574.3 1544.62 1038.29 1076.29
+ATN1 6444.28 15763 7649.24 15573.2 3362.64 4180.91 5960.63 16668.9 3949.79 3869.44 7748.09 6205.1 4733.6 6646.97 5667.61 7804.81 7256.58 13450.8 4140.94 4510.78
+ATOH1 0 0 0.5925 0 0 0 0 0 0.5285 0 0 0 0 0 0.5374 0 0 0 0 0
+ATOH7 4.3228 0 7.1101 15.4919 6.1474 8.4236 0.4144 5.7797 2.1142 4.4558 4.4529 13.3495 11.3122 15.4455 2.6871 18.5014 8.0321 2.2883 0.9396 4.3103
+ATOH8 285.783 148.973 26.0702 84.4307 241.985 27.6775 155.408 152.651 96.723 986.521000000001 115.776 97.6942 59.9548 176.851 298.804 446.808 64.7033 228.07 214.235 68.1034
+ATOX1 1121.52 598.309 1051.7 1631.29 1598.89 953.47 1685.04 1162.39 1267.44 2130.33 2846.69 1566.75 2088.8 1165.36 1431.14 2278.45 1574.3 1826.85 1669.72 1068.1
+ATP10A 3106.63 1665.28 65.768 144.074 17.8834 14.4404 161.21 3844.16 74.5243 129.665 177.481 23.665 83.1448 51.3563 20.9593 38.8529 1023.65 331.808 16.4435 25
+ATP10B 0 0.8053 29.0327 0 1.1177 0 0 0.34 454.017 0 0 10.9223 0 0.3861 7.5238 0 0 1.5256 46.9814 0
+ATP10D 1248.32 1384.65 546.882 424.477 558.298 5254.31 815.168 2488.66 684.989 299.432 251.272 390.17 1601.24 984.265 1438.67 308.048 1590.36 491.228 1019.03 2411.21
+ATP11A 439.001 1017.85 960.45 1378.78 628.155 332.932 492.333 702.399 837.209 437.117 216.285 578.884 173.643 596.197 755.072 342.276 405.176 254.005 1442.8 731.034
+ATP11B 300.672 1330.69 475.189 250.194 309.048 568.793 733.527 452.514 544.926 1528.8 542.621 1242.11 244.91 358.336 300.416 669.75 390.897 417.239 381.489 904.31
+ATP11C 345.341 254.462 367.945 308.288 141.391 213.799 364.691 214.868 314.482 271.36 265.903 397.452 131.787 397.722 246.137 481.036 555.556 340.198 231.149 128.017
+ATP12A 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ATP13A1 1980.31 2410.95 3527.18 4428.35 1708.98 1967.91 2177.79 3669.07 3773.78 1218.67 3361.32 1760.32 2764.14 3197.99 5141.48 2430.16 4240.52 3504.96 2532.3 3765.09
+ATP13A2 1036.5 736.008 1404.24 1640.59 950.056 638.588 957.314 1154.91 1261.1 1134.45 1616.41 644.418 730.769 859.156 1109.77 814.986 791.611 1275.36 736.199 678.448
+ATP13A3 1800.67 3600.72 1018.52 770.72 639.891 2446.85 1092.42 1082.16 1223.57 4096.25 860.051 1814.93 1167.99 1939.96 608.894 1392.23 861.669 1411.14 2262.63 2811.64
+ATP13A4 0.9606 0.8053 5.925 2.3238 2.2354 3.6101 4.5586 1.6999 4.7569 0.4456 3.1807 2.4272 1.1312 3.4752 1.0748 5.5504 0.8925 3.8139 1.4094 0
+ATP13A5 0.4803 0.8053 1.7775 0 0 1.2034 0 1.0199 2.6427 0 0.6361 2.4272 0 0 0.5374 0 1.7849 0 0 0
+ATP1A1 10111.4 15890.2 16002.3 6498.71 11956.1 12365 7611.25 4957.21 14739.4 7591.36 9267.17 7204.43 6672.42 10788.3 31813.5 9968.53 10963.3 6722.34 14828.2 6815.47
+ATP1A2 19.2123 31.8078 17.1826 48.0248 30.1783 21.2595 94.9026 161.491 99.8943 2.6735 10.8142 10.9223 9.6154 1.9307 0.5374 37.0028 9.817 9.9161 7.0472 0.431
+ATP1A3 39.3852 2110.59 2935.27 2587.14 651.627 1296.03 13.6759 745.237 608.351 29.8541 99.2366 11476.9 244.344 1672.36 10924.6 52.729 2280.68 127.384 1999.06 15.5172
+ATP1A4 0 0.8053 0 0 35.208 0 0 0 0.5285 0 11.4504 0 0 0 0 0 0 1.5256 0.4698 0
+ATP1B1 19581.1 3969.06 2376.73 3896.75 441.698 331.649 771.919 8599.6 7201.46 1597.41 4676.3 8680.86 2365.7 3011.36 2984.84 8332.98 1525.92 12527.4 5520.96 2695.72
+ATP1B2 682.997 998.121 36.7353 2692.49 79.3577 92.2583 198.094 481.752 120.507 32.9732 82.6972 569.175 114.253 317.019 13.9729 329.325 1036.14 408.848 83.1572 166.81
+ATP1B3 2592.22 2847.4 824.174 1005.42 897.524 1316.09 3165.77 1748.18 692.389 7327.61 2774.81 2931.43 1325.79 1351.48 1097.41 1993.52 1439.09 2705.57 1083.39 3221.98
+ATP1B4 0 0 0 0 0 0 0.8288 0 0.5285 0 0 0 0 0 0 0 0 0 0 0
+ATP2A1 24.976 7.2473 40.2903 187.452 5.5886 17.6494 14.9192 17.339 26.9556 10.2484 27.3537 4.8544 10.7466 17.7623 27.4083 6.4755 68.7193 12.9672 3.2887 26.7241
+ATP2A2 2189.72 6591.86 4046.81 1729.67 3376.05 3890.89 7514.3 3194.45 4507.93 8294.98 2079.52 4814.93 2386.88 2148.47 2776.84 5828.86 2752.34 2035.85 5151.98 3028.45
+ATP2A3 263.209 9678.83 109.613 5243.22 8863.46999999999 77.8179 426.026 428.715 913.848 781.998 590.967 10264 620.475 3706.15 72.5514 4381.13 3009.37 527.841 1730.33 924.138
+ATP2B1 1101.34 1594.42 1615.76 673.896 192.806 305.255 4705.35 917.267 991.543 614.014 625.318 2672.94 212.67 519.741 1749.29 6050.88 1132.53 832.189 1319.71 827.155
+ATP2B2 119.597 1585.16 311.658 2362.51 190.57 1155.64 5.3875 2410.46 706.131 3.5647 824.428 24.8786 1478.51 893.136 536.343 7.4006 130.745 1468.34 1523.14 368.103
+ATP2B3 297.791 1573.08 1659.01 7876.07 2.7943 32.8921 18.649 3489.22 587.738 4.0102 7104.96 1445.39 52.6018 5245.68 58.0411 2432.93 2443.11 12157.9 1752.41 130.172
+ATP2B4 836.215 6843.91 2945.93 8511.23 6047.39 5355.4 1559.88 1678.82 5446.62 1435.22 5477.74 1740.9 3313.35 2576.7 7394.33 2865.86 1601.52 2142.64 2153.63 3250.43
+ATP2C1 3905.62 4647.68 2143.11 2527.79 2317.95 1542.45 1404.62 2337.38 1460.6 2462.33 2778.14 2670.88 1003.86 1448.63 1761.27 2985.41 1575.58 1884.97 1566.87 1819.22
+ATP2C2 5.2834 0.8053 329.433 102.246 109.536 78.6201 4.1442 5.4397 213.002 5.7926 82.0611 4.2476 24.3213 17.3762 103.722 7.4006 142.793 22.8833 63.8948 6.4655
+ATP4A 57.6369 148.973 1806.55 248.644 85.5051 39.7112 1.2433 680.64 1786.47 0 1531.17 4.2476 423.642 2057.34 4963.59 3.7003 401.16 446.224 940.099 693.103
+ATP4B 0.9606 4.0263 0 0.7746 29.0605 0.8022 0.4144 0.34 2.1142 0 0.6361 0 0.5656 0.3861 0 0 0.4462 0 0.9396 0
+ATP5A1 13061.5 11145.2 12591.3 9096.05 10871.4 13086.6 8757.56 11276.5 10771.1 3641.75 7392.49 25239.1 19222.3 11737 14256.1 7531.91 10161.1 10967.2 19670.2 8798.71
+ATP5B 12608.1 32692 24695 11175.1 26583.1 33660.2 12823.9 30117.8 24560.8 7383.31 23928.1 71117.0999999999 36802 30230.3 47342.7 15872.3 22627.8 16888.6 44618.3 23837.5
+ATP5C1 8935.16 6777.48 4279.66 7954.3 6770.55 20448.1 3910.9 9128.81 4874.74 4249.97 12498.7 13772.5 10267 7942.47 6356.04 8021.28 4961.62 10411.1 6046.98 9409.91
+ATP5D 3961.58 829.016 2413.86 6142.53 3801.9 2186.92 1568.59 2929.27 2450.32 1473.54 4760.81 3697.82 5294.68 1334.88 3657.13 3166.51 3448.46 4453.09 1760.39 2933.62
+ATP5E 5937.08 5008.32 3536.66 3330.75 7805.55 5040.11 7080.4 4990.23 4253.17 6473.88 6503.82 7669.3 15687.2 5027.13 6746.74 7064.75 7512.72 6601.07 4806.67 5529.31
+ATP5EP2 83.5735 60.3946 33.7728 57.3199 113.448 60.9707 85.3709 55.7568 46.5116 81.9873 73.7913 96.4806 194.005 76.8414 111.246 102.683 101.294 85.431 46.0418 69.8276
+ATP5F1 3451.97 2517.25 3160.42 2192.1 4251.78 3715.2 2685.45 4378.61 3803.38 5001.67 3277.99 6652.91 4166.29 3543.2 4869.54 2555.04 3029 2706.33 5678.18 3451.29
+ATP5G1 1863.59 673.601 907.125 1843.53 1944.26 342.559 1070.04 672.481 1875.79 2310.35 1300.89 4685.68 1268.67 1041.03 1920.19 473.635 945.114 1224.26 2678.41 815.948
+ATP5G2 7484.63 6473.09 6780.63 10427.6 8738.28 10626.2 5349.77 6974.01 8026.43 7835.13 11307.3 6941.14 11875.6 5135.63 10761.8 7939.87 6891.57 8176.2 6954.19 4606.03
+ATP5G3 3623.92 2370.69 2983.85 2290.47 7317.67 8290.81 778.284 4246.01 3389.01 5220.01 4612.6 10550.4 7739.82 3075.2 4711 4477.34 3284.69 3146.45 4934.46 4795.69
+ATP5H 5597.02 1303.72 2703.01 3199.07 3197.78 2644.2 2366.35 2798.72 2771.14 5469.09 3632.95 6621.97 6153.28 2160.44 3954.32 5068.46 3637.66 3721.59 3129.9 3071.98
+ATP5I 2572.79 1033.32 1289.14 7602.76 2313.9 2395.68 1554.95 2825.17 3664.7 1137.81 4029.9 4456.27 3102.55 2925.8 2606.93 3871.14 3992.66 3774.13 3844.89 1442.63
+ATP5J2 3609.03 1462.35 2663.9 4905.5 2745.66 1683.11 2546.96 2867.69 3714.59 3959.01 1810.43 4152.91 2592.76 2589.05 3869.74 2625.35 3727.8 3916.86 4023.42 1020.25
+ATP5J 3940.57 935.693 3672.71 2474.05 5350.29 4545.06 1410.14 2596.24 2703.02 2871.09 4650.99 2879.58 6021.95 2010.65 4392.3 3838.36 4849.72 4235.58 6652.19 2186.23
+ATP5L 7374.64 2315.12 2525.85 5092.18 4355.73 5425.19 2588.06 3235.59 3144.29 6021.61 4051.53 3895.63 5740.38 2874.41 2733.84 3000.93 2851.41 3995.42 3880.2 3518.53
+ATP5L2 4.8031 0.8053 0 0.7746 0 1.2034 0.8288 1.3599 0.5285 0.8912 1.9084 0 0 1.1584 0 0.9251 1.7849 0 1.4094 1.2931
+ATP5O 5062.92 1708.76 4517.26 1737.41 4555.24 4190.53 2408.21 2673.26 2419.13 3970.15 5108.78 5498.18 6885.18 1723.72 5661.16 5944.5 4190.54 4996.19 4704.72 2075
+ATP5S 133.045 148.973 96.5783 132.456 79.3577 97.874 44.7576 138.032 117.865 118.971 127.227 139.563 99.5475 93.4453 128.443 52.729 189.201 46.5294 172.422 115.948
+ATP5SL 609.99 759.361 1056.44 1166.54 923.79 1483.35 1088.27 1652.64 884.25 1187.03 901.398999999999 1891.99 1486.99 1049.91 1703.61 1271.97 1045.52 949.656999999999 551.092 1092.67
+ATP6AP1 5590.78 6552 9506.15000000001 6149.5 3789.61 6253.91 5467.05 6620.77 8549.68 4592.18 6931.93 7618.33 6349.55 8639.83 4921.13 13888.1 5637.66 8598.78 10887.9 4931.47
+ATP6AP1L 33.6215 77.305 28.4402 75.9101 48.6205 47.3325 46.4153 47.5972 66.5962 10.694 61.7048 137.136 37.8959 28.188 65.0275 98.0574 70.5042 42.7155 38.9946 38.7931
+ATP6AP2 3873.68 2941.62 5587.91 3770.72 3445.91 2486.56 4880.65 2349.94 6754.23 4458.95 5597.33 4914.44 1770.36 5183.51 3823.19 6014.8 4641.23 4777.27 7472.87 2347.41
+ATP6V0A1 2118.16 1414.04 2571.47 1678.54 2883.7 1483.35 2147.53 1985.82 3280.13 839.924 1933.21 2307.04 4267.53 2997.97 2380.76 1340.43 1606.87 1628.53 3248.77 2343.53
+ATP6V0A2 302.594 1261.44 727.003 700.232 401.818 556.358 869.457 537.509 1370.51 325.721 691.476 592.233 825.792 820.543 1110.31 373.728 887.55 776.506 1291.99 720.69
+ATP6V0A4 3.8425 0.4026 5.3325 5.4222 12.2948 0.4011 1.6577 0 2.1142 7.1293 3.1807 0.6068 0 1.5446 0 0 3.5698 2.2883 24.4304 0
+ATP6V0B 4892.41 4482.89 3594.13 6369.48 4423.35 5544.32 3952.76 4078.06 7760.04 7331.18 4448.47 3223.3 12597.9 4020.08 8226.79 2503.24 6280.23 4140.35 8676.53 3793.97
+ATP6V0C 10203 4835.99 5812.79 12886.4 3917.03 3676.24 4306.97 7495.33 7221.38 3261.7 7074.43 6190.1 5269.23 7703.99 5147.15 9773.74 6620.08 9003.3 8377.73 5495.24
+ATP6V0D1 1415.47 2758.82 5631.17 2708.75 4330.02 3099.48 4626.19 3772.42 5383.72 2071.52 3737.91 4198.42 5141.4 5262.28 7327.15 2224.79 5339.58 3468.34 5998.12 2495.69
+ATP6V0D2 0 5.6368 0 0 0 0 6.2163 0.34 10.0423 2.6735 3.1807 2.4272 4.5249 0 1.6123 0 2.2311 0 4.2283 1.2931
+ATP6V0E1 3188.28 3592.27 4679.6 5710.3 8349.31999999999 6414.36 6654.79 6784.31 5728.86 6900.3 12877.9 7359.22 6507.35 6556.62 7921.54 7777.98 6218.65 9270.79 10540.8 4303.02
+ATP6V0E2 187.8 1866.41 2009.75 878.311 746.023 1497.66 382.926 577.64 1144.18 525.788 601.145 3294.55 365.854 1194.63 2158.68 1414.43 1195.25 921.35 807.667 339.224
+ATP6V1A 2522.09 5280.5 2413.27 1200.62 1699.48 1876.86 1343.14 3540.55 1800.74 2787.57 2042.62 5129.25 1852.38 2234.58 2639.8 2904.72 2031.24 1686.5 3918.72 2910.78
+ATP6V1B1 22.0941 2.8184 2.9625 299.768 5.5886 5.2146 8.7029 3.7398 6.871 32.9732 16.5394 4.8544 92.7602 10.8119 2.6871 0.9251 136.546 16.0183 1.8793 199.138
+ATP6V1B2 1521.61 1727.69 1595.62 1694.04 2903.26 1361.41 4382.51 3161.82 1951.37 1423.64 2337.15 7001.82 1296.95 1524.09 1584.31 2903.79 970.995 2379.86 3762.74 2325.86
+ATP6V1C1 1535.54 1882.7 1243.08 1110.77 2391.91 910.148 2044.76 3851.64 1258.46 1228.03 1938.93 2713.59 725.113 2126.46 907.161 1279.37 1921.02 2019.83 2947.15 2545.69
+ATP6V1C2 103.578 50.0389 91.4116 175.538 1375.77 253.237 51.8939 44.2348 68.9059 132.058 44.5674 25.2002 101.544 180.882 80.4299 38.3811 38.398 58.4516 263.246 124.651
+ATP6V1D 3133.53 2001.48 3086.36 2036.41 1788.9 3139.19 1019.89 3164.88 2820.3 2408.38 2923.66 2166.87 4052.04 2577.86 4277.31 3535.62 4235.61 2403.51 7198.97 2286.21
+ATP6V1E1 3065.8 3562.47 3040.14 2447.71 4279.17 2057.76 2988.81 2126.58 3718.82 3842.26 2249.36 4376.21 3622.74 4474.56 4379.42 1616.1 6110.22 3666.67 5786.23 5715.09
+ATP6V1E2 111.431 34.2236 55.1029 33.3075 75.4457 58.1629 114.38 48.2772 48.6258 35.6467 56.6158 90.4126 59.3891 59.8513 76.8507 58.2794 81.66 80.8543 102.889 141.379
+ATP6V1F 3865.02 2459.66 3836.43 5623.52 2858.55 4968.3 4442.57 4411.21 5052.28 2664.58 4457.98 5066.1 3144.23 4281.86 5269.36 7381.11 3565.36 4536.22 4195.44 1790.08
+ATP6V1G1 5744.48 4816.26 2496.82 9669.25 4995.06 5348.98 2562.37 8146.27 5738.37 2865.55 5307.25 5360.44 3498.87 6518.39 7976.89 5399.63 7476.13 4166.29 5336.15 4015.52
+ATP6V1G2 36.7819 8.8579 39.6978 77.4593 2.7943 9.2258 21.9644 22.3911 33.8266 1.7823 17.8117 57.3968 16.4027 5.4059 29.558 24.0518 5.3548 16.7811 27.7191 12.931
+ATP6V1G3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ATP6V1H 2886.17 1845.66 1426.75 1527.5 2317.02 1792.62 805.222 5078.28 1568.71 1062.72 3461.83 4125 1565.05 1741.09 2429.67 2939.87 2513.16 2830.66 2192.62 2513.36
+ATP7A 329.491 492.014 513.702 273.431 158.715 223.024 244.923 357.659 483.087 122.981 323.155 509.709 110.294 513.563 264.409 530.065 387.327 417.239 590.557 336.638
+ATP7B 125.841 55.9656 120.278 121.611 117.919 52.146 16.1625 102.334 51.2685 52.1332 56.6158 102.549 31.6742 100.782 34.3947 107.308 44.1767 51.106 190.275 117.672
+ATP8A1 113.833 147.765 398.756 447.715 391.759 764.942 97.8036 377.718 377.378 52.1332 569.338 1020.02 268.665 902.018 185.409 1289.55 258.813 765.828 1123.33 570.69
+ATP8A2 1.4409 12.0789 2.9625 3.0984 24.5897 14.4404 8.2884 8.8395 1.5856 4.0102 8.9059 1.2136 1.1312 67.9602 27.4083 4.6253 4.4623 1.5256 10.3359 2.5862
+ATP8B1 1040.35 344.446 136.869 89.8528 169.334 301.645 149.192 211.179 80.3383 63.7184 132.315 169.296 72.3982 208.514 75.7759 360.722 200.803 160.008 121.635 215.828
+ATP8B2 205.572 417.93 171.826 510.457 84.9462 170.076 1697.89 569.127 779.07 535.591 153.944 303.398 167.986 371.464 56.9663 266.42 235.163 204.424 266.385 399.569
+ATP8B3 158.501 354.315 586.58 392.719 100.594 1988.77 41.8566 263.485 267.97 95.3548 223.919 115.898 1462.67 498.504 175.198 306.198 641.678 209.001 72.3514 1483.62
+ATP8B4 38.9049 10.871 202.044 28.66 70.4159 8.8247 216.328 4.4197 31.1839 108.277 34.3511 81.3107 25.4525 19.3069 31.1702 50.8788 15.1718 59.4966 201.55 5.6034
+ATP8B5P 76.3689 24.9631 26.6627 36.4059 70.4159 48.1348 66.3075 50.6571 67.1247 74.858 76.972 42.4757 123.869 47.1088 40.8437 60.1295 124.944 70.1754 97.2516 56.4655
+ATP9A 3050.91 843.913 1650.72 502.711 8.3829 357 723.995 2690.26 604.123 366.269 996.183 759.709 728.507 2108.31 270.858 944.496 2914.77 1462.24 608.41 878.448
+ATP9B 515.37 611.998 521.997 271.882 425.29 330.124 351.844 508.95 468.816 199.176 115.776 262.136 517.534 406.989 407.363 261.795 365.462 265.446 384.778 303.879
+ATPAF1 2782.41 1687.67 2724.89 3060.42 2913.25 1685.43 624.948 2487.57 2170.94 1770.74 2135.5 3051.52 3106.88 2386.71 2848.79 2410.73 2126.72 2918.38 4210.41 1198.71
+ATPAF2 618.636 405.851 514.294 530.596 590.712 419.575 418.981 343.04 415.433 128.328 396.947 1177.79 655.543 427.454 391.24 938.945 332.887 244.089 375.382 315.517
+ATPBD4 189.721 252.449 181.899 109.992 141.391 110.309 32.3249 187.669 267.97 126.1 252.544 124.393 123.869 155.613 105.334 111.008 189.648 276.125 213.296 167.672
+ATPIF1 4874.16 1238.89 1701.67 4763.75 2137.63 3001.2 1751.76 1733.22 2383.72 2817.42 4028.63 2282.16 3515.84 1561.54 4194.55 1766.88 2490.85 2739.89 1840.26 1229.31
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+BANP 2134.49 268.957 203.822 219.21 352.08 210.59 417.737 258.385 418.076 395.678 215.013 214.806 321.267 233.227 328.362 125.809 231.593 549.199 154.099 156.035
+BAP1 3104.23 5964.97 2914.53 2270.33 2959.7 7223.43 2289.27 2133.72 2234.14 1067.62 1659.03 3586.16 4582.58 1756.54 2442.56 1838.11 2166.89 1909.99 3761.8 2381.47
+BARD1 3.8425 40.6657 45.0304 14.7173 5.0297 80.2246 11.6038 12.9192 27.4841 24.5071 8.2697 8.4951 5.6561 9.6534 16.6599 7.4006 33.021 3.8139 14.0944 64.2241
+BARHL1 0 1.6105 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+BARHL2 0.4803 0 0 1.5492 0 0 0 0.68 0 0 0.6361 0 0 0 0 0 0 0 0 0.431
+BARX1 11.5274 32.6131 334.765 217.661 0 0 1.2433 6.7996 4.2283 96.246 3.1807 1.2136 45.2489 0 0 0 24.9888 1.5256 0 17.2414
+BARX2 0.4803 0.4026 0 0 0 0 0 1.3599 0 156.4 0 0 1.6968 1.1584 0 0 2.2311 1.5256 1.4094 12.5
+BASE 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+BAT1 6775.42 3719.9 4605.54 6752.9 5082.8 4334.54 4000.83 5382.27 6111.52 6444.47 10399.5 3911.66 5074.66 3510.38 5639.66 4589.27 5535.03 4308.92 7267.09 5547.41
+BAT2 5855.43 6337.4 4210.34 3264.14 3515.77 7150.02 4767.92 5676.31 5728.86 6799.6 6545.8 2768.81 5872.74 2738.49 3165.39 3756.71 2939.31 3336.38 5772.14 8284.48
+BAT2L1 3979.47 5625.91 2908.28 2636.67 2731.76 3900.47 3831.31 4902.89 3361.84 2888.29 2045.49 2714.39 3470.58 3179.09 3356.71 1723.8 4960.86 1283.2 2578.38 3051.24
+BAT2L2 2428.43 5097.3 1615.76 1202.17 1424.53 1829.52 2454.62 1874.65 1734.14 2657.9 1350.51 1064.93 1267.53 1139.49 1365.58 1172.06 1575.19 1968.73 1167.02 3332.76
+BAT3 6699.81 5638.84 3781.96 3388.07 7571.95 5127.95 5190.22 3958.05 6355.18 5461.96 5229.01 4111.65 6897.62 3424.27 3744.73 5492.14 3375.28 3652.94 7537.7 6343.1
+BAT4 364.553 279.425 312.842 218.435 705.836 440.032 466.639 305.642 739.434 522.669 444.656 421.723 910.068 288.059 489.05 324.699 368.586 367.658 329.81 409.483
+BAT5 975.504 614.011 1238.93 584.043 1724.07 1630.97 1077.08 947.185 2267.44 1511.42 1610.69 850.728000000001 1831.45 900.473 1436.52 736.355 952.700000000001 1019.83 3246.89 1767.24
+BATF 14.4092 11.2737 3.555 11.6189 27.384 292.018 218.815 1.6999 8.9852 728.083 10.8142 7.2816 24.8869 2.3168 3.2245 36.0777 21.8652 137.3 5.168 9.9138
+BATF2 24.976 46.7051 45.0304 41.828 100.035 6.0168 113.966 46.5773 24.8414 323.493 72.5191 18.2039 23.7557 46.3365 26.3335 61.9796 33.4672 268.497 65.3042 6.8966
+BATF3 10.5668 5.2342 6.5176 23.2378 13.9714 6.8191 204.31 5.7797 17.9704 363.596 15.9033 13.9563 19.2308 11.5841 2.6871 20.3515 14.2793 77.0404 4.6981 0.431
+BAX 707.013 558.046 1530.44 584.043 724.278 769.755 1710.32 1048.5 1547.57 1820.21 1448.47 833.131 3488.69 1288.16 896.413 1049.95 1255.24 1397.41 401.221 961.207
+BAZ1A 399.616 388.941 367.945 745.933 206.777 379.061 469.954 194.469 406.977 1447.25 267.176 239.078 249.434 173.762 300.954 347.826 360.107 389.779 373.502 316.379
+BAZ1B 1663.78 3385.32 2749.81 1632.84 1127.21 2064.58 2109.41 2192.19 2420.72 2280.05 1240.46 1929 1032.81 2627.28 2720.95 1876.97 2651.05 2263.92 2133.43 1593.53
+BAZ2A 2118.96 5505.91 3047.82 4454.77 1789.07 2831.28 1910.78 2880.5 3101.71 1496.79 2993.87 2108.34 1405.68 2307.42 2441.03 1611.06 2147.93 2575.19 2335.19 2604.16
+BAZ2B 599.284 849.876 530.179 530.744 926.948 658.592 339.884 765.581 352.209 297.048 414.866 323.859 513.015 429.636 391.186 639.232 404.685 447.605 633.709 877.655
+BBC3 568.684 162.26 241.742 61.1929 44.1497 51.7449 540.821 178.83 141.649 185.363 129.135 550.364 384.05 694.662 85.4494 340.425 164.659 263.921 15.9737 234.914
+BBOX1 0 0 0 0 0 0 18.649 0 0 0 0 1.8204 0 0 0 0 0 0 0 0
+BBS10 234.39 967.922999999999 1054.07 445.391 259.868 352.186 439.287 610.944 494.715 176.451 428.117 504.248 128.959 997.007000000001 543.329 695.652 692.548 521.739 451.492 717.241
+BBS12 49.952 86.5655 158.791 190.55 187.217 126.755 123.083 158.431 291.755 83.3241 211.196 273.665 50.905 510.86 182.185 339.5 222.668 228.833 566.126 47.4138
+BBS1 1619.12 755.335 549.252 648.335 1628.51 545.929 251.554 641.203 609.408 335.524 562.977 576.456 444.005 461.435 458.955 1042.55 424.81 573.608 485.318 499.138
+BBS2 1631.12 2562.34 4918.38 2543.76 2007.97 1436.42 964.774 1674.06 2551.8 511.529 2104.33 4422.94 1191.18 5831.06 2921.4 2273.82 4400.71 2151.79 3390.18 2445.69
+BBS4 410.663 272.983 349.578 292.796 759.486000000001 302.046 533.361 305.982 599.366 255.765 416.667 325.849 258.484 383.821 410.05 293.247 288.71 478.261 943.387 135.345
+BBS5 232.469 214.199 364.983 205.267 310.166 250.951 207.211 383.158 194.783 124.603 227.099 246.99 174.152 394.633 359.651 345.976 336.14 303.585 227.86 178.047
+BBS7 246.398 214.602 274.922 397.366 184.423 184.517 200.995 350.18 408.562 167.094 324.428 406.553 173.643 433.247 355.771 478.261 213.298 311.213 404.04 228.879
+BBS9 358.309 351.899 483.484 151.046 275.516 310.068 518.856 254.985 399.049 151.498 130.407 298.544 87.6697 426.296 493.349 294.172 383.757 501.144 417.195 245.69
+BBX 3319.88 3843.91 2874.24 1434.55 1744.75 1411.15 1025.28 2499.87 1957.19 1825.11 2381.04 2511.53 1080.88 2604.88 1625.69 2378.35 2068.27 2293.67 2095.37 2273.28
+BCAM 2311.24 1832.37 1692.79 6459.33 1309.96 1693.54 1247 3303.59 725.687 3533.92 1291.35 969.66 1064.48 1529.11 568.051 2474.56 1705.93 1587.34 849.894 1943.1
+BCAN 4.3228 51.9393 32.5878 37.9551 5.5886 1.2034 52.2172 180.19 56.0254 2.6735 23.5369 13.3495 5.0905 133.99 45.6805 12.0259 9.3708 5.3394 17.8529 44.3966
+BCAP29 1445.73 1584.75 1047.55 709.528 1187.57 981.147 1613.34 1291.92 742.6 2033.2 772.265 971.481 697.398 1432.96 889.964 1024.98 2059.35 1271.55 1727.51 1321.98
+BCAP31 10293.9 5919.87 13020.3 13512 8243.14 6977.14 4950.68 9056.05 14847.8 11687.6 17073.2 7760.92 9708.14 15182.9 10040 13587.4 11495.8 18716.2 16434.1 18103.4
+BCAR1 1625.84 1056.1 1846.24 2808.68 878.523 1232.25 2096.97 2807.9 2190.8 2785.34 2375.95 2968.45 2477.94 2978.28 2758.57 3295.1 1701.47 2182.3 952.314 1609.48
+BCAR3 279.539 283.854 475.189 423.703 387.846 472.924 309.988 573.887 558.139 3361.92 416.667 257.282 444.005 262.96 512.697 444.958 473.449 353.166 422.833 520.259
+BCAR4 0.4803 0 1.185 1.5492 0 0 0 0.68 1.0571 0.8912 0 2.4272 0 0.7723 2.1497 0 0.8925 0.7628 0 0
+BCAS1 0 4.0263 1.185 0 13.4126 0 23.622 0 6.3425 0 0 1.8204 1.1312 0 17.7348 1.8501 1.7849 0.7628 1.4094 0
+BCAS2 793.823 452.923 810.837 452.091 633.866 578.985 677.281 778.116 1028.99 502.631 944.262 707.913 548.846 728.032 1293.09 789.676 735.993 362.365 854.865 553.733
+BCAS3 471.182 318.883 507.777 214.562 396.788 242.679 496.063 872.388999999999 334.567 380.528 353.053 686.286 380.656 447.534 478.302 532.84 293.173 501.144 215.645 616.379
+BCAS4 472.142 253.657 325.285 601.084 606.36 493.783 1264.4 309.382 484.144 614.905 1106.87 931.432 489.819 780.77 324.063 1528.21 495.761 615.561 198.262 274.138
+BCAT1 646.974 515.367 148.719 347.018 323.019 972.322 3703.69 71.7358 162.791 261.112 73.7913 67.3544 1218.89 1169.61 382.104 102.683 96.3855 63.3105 71.4118 100
+BCAT2 548.511 874.916 2782.4 2206.04 1416.7 1314.48 656.03 1081.48 1169.66 1100.59 1188.3 3547.94 2006.79 835.216 2143.22 3896.39 1522.09 1125.1 805.262 943.966
+BCCIP 1669.49 1733.47 920.142 1474.04 943.652 2009.32 1248.81 1181.26 972.405 2194.38 1875.03 1457.12 1558.03 1071.74 953.804 934.551 823.44 1680.29 983.242 1783.54
+BCDIN3D 72.7714 138.577 240.699 248.497 174.771 128.026 219.2 243.293 313.795 176.179 168.562 209.593 194.706 301.033 266.602 169.269 283.699 277.773 318.031 125.056
+BCHE 68.2037 8.8579 11.8501 3.0984 16.7657 4.4124 16.5769 147.891 24.8414 0.4456 3.8168 507.282 0.5656 2.703 88.1365 135.06 6.2472 15.2555 128.729 3.0172
+BCKDHA 530.259 1392.3 4946.82 1287.37 3959.5 2432.86 718.193 4932.77 3527.48 1059.99 5045.17 2763.96 4327.49 4167.2 6548.43 2108.23 6265.51 3740.66 2790.7 609.914
+BCKDHB 146.013 452.557 360.243 88.3036 230.808 240.674 211.77 188.689 175.476 127.882 283.079 772.452 195.701 181.871 285.906 399.63 215.083 187.643 766.267 224.569
+BCKDK 1242.07 1227.62 4269.59 3160.34 1597.77 774.569 1541.23 2673.6 3857.82 664.365 2590.33 2000.61 1782.24 2363.55 1519.82 2747.46 2797.86 3475.21 1182.05 1118.1
+BCL10 267.051 102.268 379.796 196.747 468.881 511.432 530.046 309.382 542.812 1015.93 281.807 308.252 376.697 479.197 386.941 395.93 302.99 334.096 402.161 365.517
+BCL11A 472.623 132.868 125.019 236.251 0.5589 60.9707 6.6308 477.332 244.186 33.4187 261.45 18.8107 148.19 142.871 128.443 25.9019 202.142 294.432 143.293 155.172
+BCL11B 6.7243 208.965 118.501 284.276 3.3531 41.3157 57.1902 109.474 199.789 72.6301 10.1781 47.9369 490.385 67.5741 52.6669 53.654 259.259 99.9237 635.189 9.0517
+BCL2 41.7867 59.1867 8.8876 36.4059 66.5039 53.7505 314.961 104.714 60.2537 76.1947 48.9822 128.641 107.466 24.3267 40.8437 85.1064 50.4239 190.694 35.7059 66.8103
+BCL2A1 12.0077 11.2737 3.555 3.0984 465.528 1.6045 164.111 2.7198 16.9133 256.21 4.4529 12.1359 31.1086 1.5446 8.0613 6.4755 18.7416 57.971 13.6246 0
+BCL2L10 3.3622 33.4183 21.3302 16.2665 11.1771 2.0056 1.2433 0.34 8.4567 20.0512 8.9059 4.2476 0.5656 9.2673 0 6.4755 13.3869 12.2044 66.7136 0.431
+BCL2L11 342.459 1137.43 395.201 515.879 1002.59 290.012 854.538 507.25 589.323 663.028 457.379 242.112 315.045 169.901 1050.11 402.405 296.743 300.534 496.594 348.276
+BCL2L12 116.7 195.654 296.596 518.683 111.084 501.56 446.917 338.294 746.105 578.968 467.182 174.927 357.692 192.273 360.596 199.87 346.934 364.722 108.292 517.75
+BCL2L13 2075.41 1802.98 946.823 817.971 1849.82 973.926999999999 735.599 1955.91 1366.28 1404.48 683.206 1983.62 936.086 2580.17 1293.03 1522.66 2147.26 1454.61 2374.91 2289.66
+BCL2L14 0 0.8053 0 0 0 0.8022 3.3154 0.34 0 8.0205 1.2723 0 2.8281 0 0 0 1.3387 3.0511 0.9396 0
+BCL2L15 10.5668 2.0132 7.7026 8.5205 1.6766 5.2146 0.8288 2.7198 5.814 23.1703 8.2697 4.8544 2.8281 5.0198 6.9864 2.7752 9.817 14.4928 2.8189 3.0172
+BCL2L1 2529.78 3631.32 1555.33 1213.01 2135.95 1317.29 3755.91 3446.72 1798.1 4331.51 3669.21 4740.29 1611.43 7260.16 1952.44 2650.32 4136.55 3265.45 1617.1 2697.41
+BCL2L2 1737.94 1240.55 1834.47 1004.01 1326.02 1640.43 1097.55 2609.27 1851.34 650.012 923.842 1266.44 1212.62 656.612 1566.33 838.797 2000.08 641.32 3614.87 1593.78
+BCL3 2087.42 443.296 1759.15 2422.15 257.074 265.945 840.448 323.661 1386.89 4193.83 1269.08 595.267 289.593 807.8 1423.08 953.746 829.987 1016.02 387.127 354.741
+BCL6 1528.82 428.399 1233 1177.38 943.35 494.986 1140.07 696.96 571.353 979.837 270.356 575.85 316.176 243.653 487.438 411.656 377.064 921.434 508.339 343.534
+BCL6B 86.9356 412.293 109.613 241.673 337.549 339.751 350.601 526.289 109.408 89.1166 360.051 150.485 214.932 157.158 175.736 241.443 185.185 241.8 303.97 56.0345
+BCL7A 1186.84 959.468 284.995 497.289 361.58 668.271 150.85 1401.06 1052.33 368.943 584.606 480.582 755.091 717.444 847.508 239.593 944.221 343.249 774.254 1537.93
+BCL7B 1347.26 1653.2 1496.07 1001.55 962.351 1363.02 2290.92 1305.86 1589.85 1799.71 928.753 1577.67 1216.06 1728.74 1442.43 1271.97 1859.44 2080.85 2366.46 813.362
+BCL7C 1279.06 378.473 646.986 2062.73 497.382 409.948 1104.43 497.391 992.6 1341.65 758.906 521.238 662.33 381.118 714.228 735.43 733.601 774.218 269.204 449.569
+BCL8 4.3228 1.6105 1.185 2.3238 0 0.4011 0.4144 1.0199 0.5285 0.8912 12.7226 0.6068 0 0 1.0748 1.8501 1.3387 1.5256 0 0
+BCL9 246.878 632.532 528.514 970.566 415.789 656.639 454.206 355.279 660.677 442.464 889.313 387.136 91.0633 381.504 425.097 798.335 234.27 792.525 705.661 583.621
+BCL9L 1912.58 1806.6 1786.99 1667.7 1037.8 2371.44 1222.13 1227.67 908.562 2129.89 1685.11 1344.66 1105.77 1859.25 878.14 1134.14 746.091 1237.99 1088.55 1406.03
+BCLAF1 2879.92 2490.67 2353.43 1979.86 2399.17 2281.99 1820.14 2882.69 3022.73 1715.05 3517.81 1745.15 2017.53 2465.88 2920.87 2378.35 2481.48 1504.2 2362.23 3111.21
+BCMO1 0.4803 0 0 2.3238 0 0 1.6577 0.68 0 0.8912 0.6361 0.6068 0 0.3861 0 0.9251 1.7849 2.2883 0 0
+BCO2 106.148 8.8579 821.212 323.78 2830.05 466.907 10.3605 36.0379 290.169 1.3367 355.598 249.393 90.4977 253.692 97.81 233.118 161.089 461.48 318.064 209.914
+BCOR 850.144 1597.23 854.984 776.917 323.019 474.128 269.374 668.741 923.89 504.846 543.893 535.194 361.425 617.434 747.011 533.765 663.097 474.447 710.359 877.586
+BCORL1 145.533 322.507 354.91 553.834 123.507 190.534 244.923 181.209 177.59 677.286 252.544 279.126 160.068 218.94 139.191 183.164 160.196 152.555 112.286 156.035
+BCORL2 1.9212 0 0 16.2665 0 0 1.6577 0 0 1.7823 3.1807 0 0 0 0 3.7003 0.8925 5.3394 0 0
+BCR 4745.92 2101.73 2138.35 993.803 1698.92 673.085 567.344 1392.9 2091.44 1123.32 529.898 822.209 843.326 1100.88 1141.48 500.462 1769.75 2078.57 2417.66 1163.36
+BCS1L 562.92 292.712 432.529 451.588 496.265 885.279 419.809 407.296 372.622 640.303 436.387 541.869 1021.49 334.395 728.201 490.287 465.265 504.195 311.017 373.276
+BCYRN1 0.4803 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+BDH1 251.201 337.807 311.065 507.359 364.933 643 13.6759 411.036 218.816 376.518 222.01 3623.18 443.439 283.811 16.6599 290.472 735.386 204.424 438.337 145.259
+BDH2 970.700999999999 1104.42 1049.33 1845.08 3315.14 625.351 801.906 3709.86 699.26 368.497 2505.09 5358.01 1044.12 3150.88 1307 5383.9 1789.83 5823.04 3826.17 737.069
+BDKRB1 1.4409 2.0132 2.37 0.7746 2.7943 2.0056 53.8748 1.6999 15.8562 12.0307 3.8168 7.8883 5.6561 1.9307 24.1838 3.7003 6.6934 6.865 1.4094 11.2069
+BDKRB2 10.0865 58.3814 65.1755 26.3362 110.654 181.709 121.011 29.9183 127.378 124.318 36.2595 92.233 237.557 45.9504 273.008 39.778 116.02 35.0877 73.2911 340.086
+BDNF 258.324 123.978 145.59 316.39 0 2.8199 84.2147 499.2 25.7188 432.532 152.048 29.2233 18.7839 108.053 9.7058 36.8548 176.64 384.874 16.0724 185.013
+BDNFOS 14.0106 20.5664 70.674 33.7258 91.0936 34.4846 8.2014 87.2661 65.1903 16.1702 50.8779 95.1699 12.8903 66.4813 61.2334 77.8538 33.0879 52.1968 156.819 11.1078
+BDP1 637.368 766.608 796.327 902.401 595.182 712.796 412.764 692.2 707.717 632.283 670.484 647.452 376.697 958.394 583.098 511.563 604.641 635.393 560.019 1666.38
+BEAN 1.4409 1.2079 24.8852 168.087 1.6766 6.8191 323.663 31.2782 32.241 24.0615 36.8957 124.393 1.6968 123.178 20.4219 151.711 17.8492 3.0511 0.9396 7.7586
+BECN1 1049.76 1233.54 1300.63 476.871 1842.99 444.079 1399.71 908.451 1014.69 1318.74 775.91 1626.27 1140.07 886.101 1283.21 998.168 868.037 731.678 1621.38 1796.23
+BEGAIN 9.6061 9.2605 12.4426 141.751 3.3531 108.704 127.228 44.1974 4.7569 558.316 15.2672 4.8544 22.6244 1.9307 9.1361 23.1267 29.8974 9.9161 24.9002 2.1552
+BEND2 0 0 0 1.5492 1.1177 0.8022 0.4144 0 0.5285 0 0 0 0 1.1584 0 0 0.8925 0 0 0
+BEND3 195.485 70.8629 69.9156 128.583 35.7668 48.937 110.236 88.7348 104.123 114.96 138.677 54.6117 53.1674 69.1186 46.2179 63.8298 108.434 125.858 92.5534 65.5172
+BEND4 0 4.4289 1.7775 15.4919 1.1177 0.4011 2.4865 6.1196 0.5285 0.8912 1.2723 3.034 0 1.1584 0 0 0 3.0511 0.4698 0
+BEND5 202.209 119.984 439.639 332.3 77.6811 179.703 7.874 242.406 293.869 5.347 413.486 97.6942 564.48 125.109 302.029 111.933 265.06 186.118 83.1572 101.293
+BEND6 1.4409 3.221 50.3629 17.8156 68.7394 36.5022 183.174 10.8794 14.7992 58.3714 22.9008 63.1068 127.262 36.2969 88.1365 105.458 12.9407 7.6278 113.225 105.172
+BEND7 133.525 324.923 213.894 340.046 201.747 315.684 55.5325 329.441 63.9535 20.0512 283.079 425.971 62.7828 316.247 56.4289 207.215 215.083 466.056 88.7949 338.362
+BEST1 8.6455 348.682 15.9976 23.2455 15.648 1.6045 205.98 4.4197 57.0825 53.47 28.626 71.0012 1.6968 5.7921 15.0477 24.9769 8.4784 29.7483 147.996 1.7241
+BEST2 0 0.8053 0 0.7746 0 2.0056 0 0.34 0 0 0 0 0 0 0 0 0 0 0 0
+BEST3 0 8.8579 21.3302 19.3648 10.6183 0 0 0.34 16.9133 3.1191 22.9008 3.6408 10.181 72.2077 8.5987 10.1758 17.8492 19.8322 209.537 100
+BEST4 22.5744 4.8316 60.4355 7.7459 17.3246 10.0281 2.901 32.2981 54.4397 4.9014 5.7252 3.6408 42.4208 10.8119 31.7076 3.7003 8.0321 5.3394 7.517 20.2586
+BET1 756.004 723.527 2492.67 996.127000000001 1004.27 549.539 1071.69 1153.21 1313.42 1039.99 883.588 999.999999999999 270.362 2206 2092.7 1512.49 1243.64 1749.05 1346.02 372.845
+BET1L 1491.83 1502.21 2752.18 2060.42 2009.65 1265.14 2813.92 2143.24 2317.65 1637.96 1789.44 1465.41 1841.63 2160.44 2130.32 1498.61 2063.81 1672.77 1482.73 1225.86
+BET3L 0 3.6237 0.5925 0 3.912 0 4.5586 1.3599 0 0.8912 0.6361 0.6068 0.5656 0 1.0748 0.9251 0 3.8139 2.8189 5.6034
+BEX1 864.073 508.522 3531.33 5620.45 10.6183 1.2034 3.7298 3610.93 5515.86 6.6837 6110.05 2800.36 1125 3236.61 3021.9 1322.85 4040.61 180.778 3375.62 681.034
+BEX2 743.516 1115.29 2183.38 2110.77 401.259 566.787 21.5499 915.227 1823.47 9.8028 2559.16 2614.68 677.602 1374.26 931.345000000001 1141.54 1945.56 909.23 1637.3 542.672
+BEX4 5479.83 1615.35 6704.19 4656.08 1250.16 1632.57 375.881 2690.26 6550.21 201.404 6627.86 2194.78 906.109 2276.28 3235.79 3274.75 2989.29 3058.73 6490.02 1742.67
+BEX5 11.5274 32.6131 65.1755 429.899 13.4126 6.0168 9.1173 8.4995 822.939 6.6837 108.142 101.942 6.7873 6.5643 4.8368 114.709 15.1718 35.0877 3106.88 5.1724
+BEYLA 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+BFAR 957.733000000001 1321.43 1768.03 1657.63 844.991 1765.74 1564.44 1815.83 1811.84 1240.95 1505.73 1203.88 1658.37 1561.15 2703.75 1464.38 2070.06 875.667 957.952 1336.64
+BFSP1 12.488 5.6368 29.6252 20.914 10.6183 12.0337 191.048 17.339 14.2706 21.8336 59.1603 74.0291 48.0769 172.99 34.9322 212.766 27.6662 140.351 42.2833 9.4828
+BFSP2 0.4803 0.4026 2.9625 0 0 0 3.3154 0 3.1712 0.4456 1.9084 0.6068 0 0 0 0 0.4462 0.7628 5.168 0
+BGLAP 125.091 56.5494 34.2705 88.2804 63.0558 37.2483 85.0767 84.8727 64.7674 99.9755 88.327 74.7998 185.639 21.4268 35.8458 59.9722 20.4195 98.2456 46.8687 57.3276
+BGN 4209.41 14140.8 2202.34 2674.67 1062.95 3484.16 17128.5 4146.74 3308.14 1607.22 6251.91 1212.99 2898.76 6818.8 3319.09 6493.99 4336.46 7235.7 4077.05 1685.78
+BHLHA15 0 5.6368 1.7775 0 0 2.8079 0 0 0 0.8912 0 0 0 1.1584 0 0.9251 0 0 0.4698 0
+BHLHB9 83.5735 176.352 231.077 337.723 77.6811 44.5247 69.2085 145.512 91.9662 74.4124 129.135 149.272 36.1991 243.653 137.042 160.037 113.342 218.154 268.264 66.8103
+BHLHE22 7.6849 6.0395 5.925 1.5492 0 1.6045 122.669 4.0798 8.9852 0.4456 5.7252 5.4612 1.6968 13.5148 2.1497 60.1295 6.2472 6.1022 5.168 0
+BHLHE23 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+BHLHE40 3711.34 3618.04 4695.01 1337.72 698.012 868.03 2747.62 1783.88 9806.03000000001 9211.09 728.371 7443.57 981.9 2325.71 1980.92 3321 4195.89 929.824999999999 900.164 1302.59
+BHLHE41 843.9 1656.42 1186.79 638.265 146.979 263.137 2938.25 608.225 1089.85 6.6837 926.845 1652.91 801.471 1109.76 207.981 854.764 981.705000000001 784.897 1221.05 427.586
+BHMT2 19.2123 802.04 26.6627 31.7583 504.089 24.4685 1.6577 3.7398 2.1142 9.8028 15.2672 108.617 1.6968 768.414 1.6123 343.201 52.6551 241.8 44.1626 4.3103
+BHMT 28.3381 0.4026 1.185 3.873 7.824 0.4011 0.8288 0.34 2.1142 0 1.9084 0 0 25.0989 0.5374 4.6253 3.5698 5.3394 2.8189 0
+BICC1 4.8031 25.7683 6.5176 16.2665 0 0.8022 111.48 29.5783 15.3277 79.3138 22.2646 72.8155 8.4842 9.2673 5.3742 220.167 28.5587 13.73 31.0078 0.8621
+BICD1 17.7714 101.463 124.426 34.8567 53.0914 256.719 232.491 37.3978 93.0233 145.26 55.9796 21.2379 61.086 91.9008 70.9391 35.1526 44.6229 26.6972 55.4381 384.483
+BICD2 1062.92 1052.48 848.467 1528.27 673.422 582.832 891.422 1156.27 973.573 1118.86 638.041 1282.16 657.24 1283.52 1190.92 1102.68 2124.5 588.101 710.359 1194.4
+BID 375.279 92.2507 105.022 271.712 246.238 170.493 770.286 252.687 122.347 1016.5 206.03 308.319 240.079 205.919 120.935 179.343 344.605 272.929 205.201 117.31
+BIK 130.644 77.7077 23.7002 80.5577 11.736 62.9763 2.0721 4.7597 212.474 120.308 36.2595 5.4612 83.1448 24.3267 6.449 17.5763 505.132 58.7338 320.413 1689.66
+BIN1 3045.15 1679.77 3988.15 1206.04 14430.8 9376.25 4174.89 83.6351 3710.89 1050.24 926.845 2950.24 9732.47 3971.04 10266.8 1289.55 440.875 1137.3 5888.65 1522.84
+BIN2 70.1249 30.1973 7.7026 60.4183 56.4445 17.6494 261.5 23.4586 27.4841 202.295 69.9746 130.461 50.3394 12.7425 39.7689 93.432 16.9567 243.326 26.3096 2.5862
+BIN3 493.276 410.683 1716.49 1721.15 1587.71 1127.56 836.718 1254.53 1136.36 431.325 2927.48 1052.79 1071.83 871.513 777.643 1317.3 1003.57 2643.02 929.763 665.086
+BIRC2 1170.99 1087.1 914.235 887.684 1180.86 2002.41 822.627 614.004 1029.6 983.402 525.445 726.942 1160.07 1042.96 856.106 470.86 834.895 720.824 743.246 1485.34
+BIRC3 62.44 42.6788 87.0982 65.0658 278.311 126.354 101.948 3.0598 205.602 386.766 83.3333 95.8738 13.5747 63.7127 34.9322 38.8529 74.9665 270.786 39.9342 21.5517
+BIRC5 49.4717 68.0727 53.9653 780.674 6.2983 878.616 693.46 54.7096 670.893 1506.19 279.199 61.1165 975.503 20.8167 297.058 49.3154 144.32 99.3059 241.865 830.638
+BIRC6 1235.83 1709.97 1400.09 1024.01 1257.43 1493.78 1031.08 1017.22 1181.29 1101.93 863.232 797.937 717.195 1043.73 1240.36 818.686 1399.82 787.185 1530.66 1986.21
+BIRC7 3.8425 2794.66 1342.02 4.6476 1020.47 1591.66 4.1442 0.34 1685.52 0.4456 1.2723 391.384 28.2805 375.326 32.2451 428.307 2215.08 8.3905 2622.5 397.414
+BIRC8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.4462 0 0 0
+BIVM 346.782 321.005 109.021 543.764 239.75 121.941 369.25 486.512 99.9313 287.401 343.512 398.665 162.33 292.692 22.5715 187.789 243.806 317.315 370.214 401.263
+BLCAP 2267.05 2671.05 3220.86 2853.6 1420.05 1840.35 1541.65 4745.78 1755.81 2856.63 4212.47 3034.59 2892.53 6755.09 5204.89 3274.75 5427.04 4744.47 3098.43 856.897
+BLID 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.431
+BLK 0 0.4026 0 0.7746 0 0.8022 1.6577 0.34 0.5285 0.8912 1.2723 0.6068 0 0 0 0.9251 1.3387 19.8322 0.4698 0
+BLM 17.7714 31.0025 5.3325 114.64 107.3 103.49 162.453 16.659 126.321 239.278 50.8906 14.5631 57.6923 5.0198 41.3812 13.876 138.777 31.2738 308.668 166.379
+BLMH 805.956 292.712 364.983 521.301 628.155 784.196 1238.29 502.151 383.192 358.694 445.293 753.034 1088.24 357.95 588.472 587.419 381.08 353.166 468.875 1741.81
+BLNK 119.116 3.6237 153.459 19.3648 46.3851 265.945 62.1633 5.0997 51.2685 28.5173 77.6081 112.257 161.199 10.8119 26.8709 17.5763 23.6502 112.891 81.7477 0.8621
+BLOC1S1 4695 2001.46 2723.26 9082.11 2473.5 2940.76 2097.63 2865.01 4831.89 1471.76 4539.73 3785.17 2690.05 3261.4 2957.96 4605.92 2908.52 7413.13 5279.85 1207.13
+BLOC1S2 1122.96 775.868999999999 1235.37 874.516 943.909 1454.07 1212.18 966.564 971.987 992.759 1175.57 1312.5 911.765 1225.99 832.997 995.375 688.978 848.207 1405.21 1090.95
+BLOC1S3 238.232 253.255 307.51 509.682 344.815 713.598 400.332 716.678 765.328 312.799 564.249 373.18 540.724 656.048 275.158 611.471 282.017 510.298 308.198 905.172
+BLVRA 691.643 879.747 771.441 960.496 609.713 655.836 1915.87 478.352 267.97 2515.76 1145.67 1842.84 360.86 1110.53 283.219 2375.58 1507.81 1530.89 509.749 1675
+BLVRB 2469.26 718.695 1788.18 2895.43 1654.22 2453.67 2320.76 980.843 2765.33 1490.48 7125.32 5196 871.041 758.76 1498.32 6903.79 1028.56 2692.6 1095.14 532.328
+BLZF1 445.725 548.383 475.781 253.292 358.786 680.305 313.717 440.274 625.793 559.207 414.758 226.942 337.104 449.85 843.208 323.774 454.262 635.393 414.846 453.017
+BMF 127.762 77.305 30.8103 82.1069 168.775 21.2595 772.068 62.2164 103.594 141.695 213.104 128.641 45.8145 112.366 48.905 417.206 37.9295 244.851 90.6742 20.2586
+BMI1 2485 7625.22 1325.42 826.406 2268.08 1767.17 1020.62 1060.91 858.494 947.452 1448.91 2595.16 771.855 1869.4 1278.16 1884.91 739.398 2389.22 1637.66 2523.64
+BMP10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.9396 0
+BMP15 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+BMP1 630.163 359.549 2671.6 5340.82 610.271 1990.77 3449.65 1735.6 1626.32 3129.33 835.878 402.306 2435.52 2211.8 809.351 780.759 541.276 1668.19 535.588 1337.07
+BMP2 4.8031 68.4472 36.1428 17.0411 29.0605 11.2314 43.5143 16.3191 23.2558 224.574 40.7125 162.621 3.3937 177.237 356.308 491.212 27.6662 25.9344 26.7794 7.3276
+BMP2K 61.9597 176.348 63.9905 149.496 247.015 58.564 350.187 116.613 271.67 82.4329 94.7837 373.18 32.2398 178.396 105.334 112.859 161.535 117.468 302.091 71.9828
+BMP3 1.9212 4.0263 1.185 0 0 0.8022 0 0.34 0 0 9.542 200.85 0 3.0891 13.9729 80.481 6.2472 6.865 0.4698 0
+BMP4 638.328 1966.85 2062.51 625.871 10.6183 540.714 71.695 439.594 271.67 19.6057 1411.58 78.2767 725.113 2530.75 168.212 1197.96 3333.33 4443.94 339.206 1532.33
+BMP5 0 0 0 0 0 0 1.6577 0 0 0 0 0 0 0 0 0.9251 0 0 0 0
+BMP6 790.207 763.79 61.3302 76.0728 310.484 60.4011 58.0771 3889.27 69.6617 17.9124 94.9873 31.6383 302.551 108.636 296.144 105.782 309.536 113.753 154.996 60.194
+BMP7 857.829 4.8316 2.9625 175.833 0 3.209 13.2615 1731.18 5.2854 35.6467 129.771 0.6068 108.032 3.0891 82.2249 0 94.6006 0 0.4698 312.5
+BMP8A 42.7474 45.4972 40.8828 100.116 46.3851 41.3157 70.0373 26.1785 69.7674 18.7145 101.145 35.1942 23.19 45.9504 30.0954 33.3025 33.9134 43.4783 10.3359 22.8448
+BMP8B 4.8031 4.4289 13.6276 59.6437 6.1474 77.8179 6.2163 3.0598 33.8266 28.0717 10.8142 6.068 9.0498 25.8712 1.6123 6.4755 3.1236 2.2883 4.2283 37.069
+BMPER 0 2.4158 21.9227 89.0782 7.2651 6.418 291.753 8.8395 32.241 14.2587 37.5318 13.9563 1.1312 39.386 8.0613 18.5014 8.4784 32.0366 9.3963 6.0345
+BMPR1A 791.547 852.771 243.519 398.141 375.552 473.325 460.423 938.345 347.252 585.051 530.534 527.913 269.796 350.613 167.137 726.179 218.206 475.21 267.324 813.362
+BMPR1B 0 2.4158 5.925 72.8118 263.78 0.8022 188.148 2.3799 93.0233 8.0205 67.43 420.51 31.6742 4.2475 70.4017 361.702 0.8925 74.7521 257.458 12.069
+BMPR2 1707.01 5229.36 1162.49 795.507 1472.59 2495.39 1675.92 2311.19 1022.73 1256.99 1348.6 1268.81 1104.64 1279.66 673.922 2266.42 905.846 959.573 1051.44 2484.91
+BMS1 991.835 1869.82 1045.18 1281.95 1331.76 1293.22 1084.96 1343.94 1193.97 1390.66 1156.49 1271.24 1483.03 1103.2 1469.84 831.637 865.239 1206.71 1164.2 1218.53
+BMS1P4 11.5274 84.7054 6.9856 23.0829 39.6788 97.4649 8.7029 13.6468 11.2526 17.3777 9.4148 46.1165 3.9593 15.6579 7.1638 5.5504 9.5672 9.9161 5.168 14.6638
+BMS1P5 59.5581 67.2393 38.5128 130.132 37.4434 60.1685 16.1625 32.6381 46.5116 48.5686 52.799 58.2524 21.4932 59.0791 49.4424 55.5042 18.2954 57.971 11.7454 67.6724
+BMX 16.3305 7.65 6.5176 0.7746 4.4709 2.0056 7.874 14.6191 4.7569 0 10.8142 4.8544 2.8281 12.7425 2.1497 9.2507 1.7849 22.8833 0.9396 4.3103
+BNC1 0 1.2079 1.185 3.873 0 0 10.775 0 0 5.7926 0 1.2136 0.5656 0 0.5374 0 0.4462 2.2883 0.4698 0
+BNC2 11.5274 12.0789 50.9554 192.099 170.451 228.64 801.492 16.659 9.5137 10.2484 26.0814 229.369 205.317 23.5544 32.2451 147.086 71.8429 27.46 30.0681 7.7586
+BNIP1 541.787 107.905 422.456 251.743 196.718 437.224 371.322 364.459 493.129 357.803 604.326 354.976 622.172 409.692 566.438 275.671 459.616 587.338 802.443 213.793
+BNIP2 814.601 767.413 578.877 436.096 851.138999999999 451.264 626.606 895.168 1100.42 854.629 987.277 336.772 549.208 496.187 866.855 762.257 539.938 826.85 886.54 665.517
+BNIP3 1511.05 1531.61 8305.73 2379.55 3413.5 1439.63 1460.01 1630.21 5555.5 1408.49 6722.65 2325.85 2838.24 2055.8 1026.47 1518.04 5335.56 1875.67 1820.06 7163.79
+BNIP3L 2885.21 1123.34 6994.52 2536.79 4338.96 1247.89 4378.78 5204.76 4255.29 2213.21 4637.4 2459.34 1959.28 1914.86 2256.62 3451.43 3577.42 1529.37 2038.99 3644.4
+BNIPL 3.8425 3.221 2.9625 10.0697 0.5589 6.418 6.6308 1.0199 3.6998 9.3572 8.2697 0.6068 1.1312 3.8614 1.0748 0.9251 3.1236 6.865 0.4698 0.8621
+BOC 90.7781 130.05 102.503 369.481 5.5886 103.49 1253.21 254.645 67.1247 26.2894 92.8753 138.35 69.0045 56.3761 56.4289 816.836 80.3213 97.6354 116.514 22.4138
+BOD1 954.851000000001 987.250000000001 1269.74 1317.58 1345.73 892.499 1419.39 1231.75 2353.07 980.729 1664.12 1126.21 1527.15 1785.11 2449.01 740.981 2146.36 1092.3 2523.37 635.345
+BOD1L 599.904 1258.62 738.261 1370.26 481.735 691.536 599.668 1505.43 1019.56 288.292 687.023 966.626000000001 281.109 1185.06 865.78 758.557 1673.36 836.766 906.272 625
+BOK 384.726 277.412 40.2903 567.777 130.214 1099.88 92.4161 69.016 54.9683 748.58 92.8753 40.6553 3853.51 349.068 42.456 80.481 440.875 83.1426 40.404 875.862
+BOLA1 543.708 316.87 225.152 443.842 381.14 505.014 82.47 255.325 362.051 691.545 330.789 489.685 438.348 339.029 349.859 360.777 336.457 450.038 101.95 114.655
+BOLA2 1112.39 795.094 1600.57 2229.17 940.366 1644.63 1361.11 1022.49 2147.22 1869.88 1764.78 1720.2 1732.98 1619.58 1536.06 1332.57 1685.78 1727.2 742.466 1020.06
+BOLA3 480.307 314.857 375.648 677.769 441.497 716.807 367.178 366.159 572.41 773.532 557.888 534.587 1656.11 266.821 634.153 517.114 413.208 638.444 557.67 1128.02
+BOLL 0.4803 0 0 0.7746 0 0.4011 0 0 0 0 0 0.6068 0 0.3861 0 0.9251 0 0 0 0
+BOP1 585.495 205.341 235.224 80.5577 133.567 89.0493 440.945 1023.68 117.865 1862.98 187.023 260.922 315.611 669.177 152.627 35.1526 333.333 384.439 246.183 292.241
+BPESC1 0 0 0 0.7746 0 0 0 0 0 0 0 0 0.5656 0 0 0 0 0 0 0
+BPGM 782.901 486.377 564.065 344.694 283.899 483.755 856.61 497.731 600.951 366.715 278.626 635.316 233.597 679.602 476.152 726.179 581.883 683.448 1034.53 385.345
+BPHL 205.572 270.165 558.139 103.021 496.824 437.625 190.634 176.45 411.734 470.536 208.651 427.185 567.308 186.505 441.22 383.904 341.812 219.68 462.767 352.586
+BPI 0 1.2079 0 0 0 0 146.291 0 0.5285 0 0.6361 0 0 0.3861 1.0748 1.8501 1.3387 0.7628 0 0.431
+BPIL1 0 0 0 0 2.2354 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+BPIL2 0 0 0 0.7746 1.1177 0 0 0 0 0 0 0 0 0.3861 0 0 0.4462 0 0 0
+BPIL3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+BPNT1 586.455 994.094000000001 473.411 254.841 971.852 1504.21 526.316 789.434 530.655 553.414 678.753 566.748 1170.25 440.197 854.494 435.708 601.071 144.165 442.565 1061.64
+BPTF 755.524 1852.1 974.078 732.765 797.489 721.62 930.376999999999 1199.11 922.304 764.175 685.751 1175.36 536.199 844.097 821.174 929.695 589.023 480.549 940.568 1015.09
+BPY2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+BRAF 36.5034 248.826 78.8031 40.2789 40.7965 60.1685 65.0642 91.4547 96.723 94.4636 32.4427 79.4903 5.6561 72.2077 92.9733 35.1526 49.9777 56.4455 159.737 37.5
+BRAP 490.874 1085.09 777.366 999.999999999999 943.35 706.779 798.177 1041.7 949.789 561.435 870.865 745.146 509.05 1144.13 1218.86 884.366 838.465 879.481 935.4 539.655
+BRCA1 40.3458 177.56 47.9929 137.878 43.5908 135.981 411.106 87.3749 228.858 504.846 109.415 141.99 158.371 49.4256 192.395 40.7031 224.511 48.8177 78.459 627.586
+BRCA2 15.8501 29.392 31.9953 30.9837 8.3829 63.7786 95.317 31.2782 155.92 45.4495 54.0712 16.9903 20.9276 16.2178 125.218 4.6253 107.541 14.4928 81.7477 240.086
+BRCC3 306.436 212.186 195.527 205.267 173.804 234.256 203.481 218.267 130.021 388.548 403.944 640.17 153.28 552.563 175.198 593.894 256.136 196.034 246.653 343.534
+BRD1 780.98 697.356 651.755 1155.69 444.291 256.719 529.217 351.2 562.368 1045.34 367.685 416.869 223.982 552.177 640.064 315.449 876.393999999999 701.754 521.964 606.897
+BRD2 5806.92 3946.58 3130.8 3129.36 3736.52 5437.63 3281.39 3295.77 5273.78 4318.59 4792.62 2493.93 4036.76 3216.53 3021.9 2697.5 2361.89 2850.5 6991.78 6271.98
+BRD3 1128.74 835.168 700.098 1213.1 1373.75 1235.64 514.306 905.388 881.242 645.77 367.525 653.004 1755.63 798.479 1415.59 621.388 1494.77 324.798 554.757 912.168
+BRD4 1068.2 2418.2 1760.33 3035.63 1489.35 1829.12 1581.02 2100.06 2455.6 833.686 1576.97 1478.16 1070.7 1702.87 1847.64 1342.28 1435.97 1553.78 961.71 2910.78
+BRD7 964.457 818.548 1629.39 1269.56 951.733 887.284 639.453 1124.65 1257.93 843.489 1060.43 1263.96 791.855 1380.83 1238.75 1136.91 1705.49 924.485 1061.78 886.638
+BRD7P3 0.9606 0.4026 0.5925 1.5492 0.5589 0 1.6577 1.3599 1.5856 2.2279 0 0.6068 0.5656 0.7723 1.6123 1.8501 0.4462 1.5256 0.4698 1.2931
+BRD8 951.489 518.588 1148.87 2298.22 2179.54 1516.65 719.022 893.808 1621.56 1074.75 2610.05 1126.82 769.231 1251.09 1793.9 1170.21 1212.41 1176.2 1402.87 795.69
+BRD9 1669.07 883.371 970.523 1065.84 638.214 895.307 1120.6 1384.74 1202.43 1125.54 1101.78 709.345 1041.29 1117.1 963.053000000001 697.502 1035.7 1130.43 980.972000000001 320.259
+BRDT 0 0 0.5925 0 0 0 0 0 0 0.4456 0 0 0 0 0 0 0 0 0 0
+BRE 937.080000000001 956.634 769.071 328.428 3255.9 600.481 1166.18 526.585 572.939 541.384 981.552 1561.77 731.171000000001 900.086999999999 543.867 3992.6 570.281 838.291 918.487 1038.79
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+CALY 0 1.2079 0 30.9837 0 0 0.8288 2.7198 0.5285 1.3367 0 6.068 0 0 0 0.9251 4.4623 0 0 1.7241
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+CAPG 265.13 480.741 146.941 309.063 181.628 133.173 1120.6 64.9362 482.558 6004.23 258.27 460.558 1093.89 120.861 643.826 436.633 174.476 524.028 121.212 60.3448
+CAPN10 688.516 316.713 465.116 726.088 744.956 485.046 488.45 251.245 488.039 560.989 380.407 273.665 808.258 423.257 427.473 243.293 601.972 564.455 476.392 514.362
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+CAPN1 2100.86 2133.94 537.402 1316.03 3457.09 1146.01 2780.36 811.193 501.057 3046.01 1467.56 2295.51 768.1 936.77 435.846 3143.39 784.471 1771.93 2058.73 2137.93
+CAPN2 5852.07 5125.48 5602.73 3604.96 4631.8 4072.2 2623.29 1496.59 7706.13 4866.21 3687.02 5318.57 3883.48 2938.89 11554.5 3332.1 1850.51 3694.13 5391.12 4898.71
+CAPN3 360.307 20.1315 55.8554 147.947 144.744 18.0505 68.794 25.0531 118.06 27.3142 222.144 103.762 48.6425 31.2772 57.6542 70.3053 81.66 250.656 123.011 12.5
+CAPN5 510.567 1430.14 1505.55 949.651 316.872 76.2134 946.954 4008.03 295.454 77.5315 2562.98 1093.45 102.376 1579.69 634.153 1598.52 2004.02 2672.77 926.474 781.466
+CAPN6 0 90.1892 8.8876 0 0 0.4011 6256.11 2.7198 82.4524 0 1.2723 1.8204 3.9593 1.9307 14.5103 0 0.8925 3.0511 45.1022 0.8621
+CAPN7 491.835 1617.37 543.919 329.202 858.963 432.812 439.287 483.792 648.52 205.414 326.336 757.888 341.629 577.662 436.383 639.223 516.287 294.432 393.704 749.138
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+CAPNS1 18033.6 4283.18 12058.7 12247.9 8574.54 8184.52 7142.15 8709.27 9319.77000000001 10890.1 10564.2 8177.18 7107.47 9285.84 11316.9 17842.7 6404.73 9108.31 4229.27 5380.6
+CAPNS2 0.4803 0.8053 0 0.7746 1.6766 0 1.2433 0 2.6427 0 0.6361 0.6068 0.5656 1.5446 0 0.9251 1.3387 0 0.9396 0
+CAPRIN1 3484.63 4441.82 2040.59 1820.29 4128.83 3008.02 3403.23 3473.92 2807.08 6628.94 2795.8 1785.19 3123.87 2406.02 2408.17 3046.25 2659.97 2025.93 2782.71 4851.72
+CAPRIN2 1050.43 579.385 532.662 2324.55 449.88 1458.48 370.908 666.701 447.674 315.473 1010.18 824.636 243.778 791.582 371.893 389.454 479.25 737.605 491.426 778.448
+CAPS2 24.976 37.042 82.3582 77.4593 49.7382 27.2764 34.8114 118.313 44.3975 5.347 74.4275 259.709 17.5339 210.445 24.1838 59.2044 161.089 96.1098 99.1308 95.6897
+CAPS 940.442 258.891 501.852 622.773 257.074 361.813 123.083 675.541 419.133 137.24 514.631 225.728 259.615 308.138 396.077 440.333 499.777 604.882 343.434 209.914
+CAPSL 0 0 1.185 0 0 0 1.2433 1.3599 0.5285 1.3367 0.6361 7.2816 0 0.3861 0 1.8501 0 0 0 0
+CAPZA1 3361.67 1791.71 1568.95 1719.6 1881.67 1529.88 3313.72 2095.3 2127.38 3517.43 2274.17 1255.46 1195.7 1577.37 2183.53 2675.3 1749.22 1847.44 2407.33 2128.02
+CAPZA2 1541.79 3682.46 2194.05 1216.89 2598.68 1625.35 2809.37 2592.69 2044.93 1841.6 1282.44 4107.4 990.949999999999 2500.63 2640.87 1904.72 2252.12 1990.08 5336.15 1526.72
+CAPZA3 0 0 0 1.5492 0 0 0 0.68 0 0.4456 0 0 0 0 0 0 0 0 0 0
+CAPZB 5505.76 2690.78 3640.94 5014.72 4277.49 3508.62 6514.3 4620.67 4599.89 8241.95 5395.04 2933.86 4955.88 3014.58 4315.46 4471.79 2971.44 5035.85 4258.4 3002.59
+CARD10 278.098 111.126 216.857 399.853 766.192 170.076 240.365 111.513 670.19 85.9975 319.338 277.306 88.8009 306.979 70.4017 330.37 575.19 237.224 515.856 532.289
+CARD11 55.2354 14.8973 13.6276 98.3734 40.2377 16.8472 60.92 11.8993 30.6554 153.281 33.715 134.102 1199.66 36.2969 49.9798 104.533 26.7738 187.643 96.312 3.0172
+CARD14 100.865 31.4052 60.4355 154.919 204.542 96.2696 13.6759 25.4985 54.9683 21.8336 152.672 31.5534 137.443 32.4356 198.307 18.5014 40.6069 24.4088 22.5511 53.0172
+CARD16 35.5427 18.521 10.6651 71.2626 123.507 11.2314 360.133 24.1386 191.332 2990.31 81.4249 70.9951 73.5294 19.693 30.0954 95.2821 12.9407 394.356 37.5852 2.1552
+CARD17 0 0 0 0 0 0 0 0 0 56.5891 0 0 0 0 0 0 0 0 0 0
+CARD18 0 0 0 0 0 0 0 0 0 0.4456 0 0 0 0 0 0 0 5.3394 0 0
+CARD6 378.962 196.484 572.952 320.682 254.839 224.629 711.977 192.089 298.626 443.801 703.562 834.345 1140.84 63.7127 48.3676 1555.04 553.771 585.05 1414.61 566.379
+CARD8 372.719 311.636 994.816 1731.22 475.028 1993.18 492.333 940.045 681.29 608.221 751.272 404.733 774.321 493.87 555.69 675.301 430.611 962.623999999999 287.526 909.052000000001
+CARD9 22.0941 9.2605 1.7775 18.5902 22.9131 7.6213 196.85 4.7597 9.5137 70.4021 14.631 70.3883 33.371 10.8119 10.2109 15.7262 16.0643 93.8215 5.6378 1.7241
+CARHSP1 2843.05 891.492 5150.43 3693.08 4161.19 3149.69 1445.54 1173.31 3887.75 2222.11 5042.89 4013.95 4107.68 3174.6 2809.17 5069.73 2463.21 4788.31 2467.91 1818.95
+CARKD 3865.03 2597.77 2332.69 3312.16 2664.63 1164.46 1207.63 4773.66 1934.99 607.33 2270.36 1361.04 1942.87 2930.78 1713.29 866.79 2390 2080.09 5826.17 2623.28
+CARM1 915.466 1000.94 1429.71 2113.09 981.352 1126.75 2014.5 1563.23 1742.6 716.052 1562.34 1026.09 966.629 1338.35 1609.57 1881.59 1223.56 1390.54 473.573 1526.72
+CARNS1 10.0865 12.0789 30.2177 94.5004 19.56 19.2539 9.9461 9.5194 9.5137 31.6364 5.7252 15.1699 6.2217 11.9703 35.4696 19.4265 18.2954 12.9672 9.8661 4.7414
+CARS2 1234.68 792.067 855.014 1074.08 1445.94 276.213 575.814 582.648 897.986 921.239 474.218 566.869 754.604 549.35 583.56 224.792 367.479 726.911 1077.54 540.72
+CARS 569.164 1273.12 780.909 676.22 548.238 659.447 2348.11 753.396 865.222 1420.52 711.832 760.922 546.946 928.661 714.766 570.768 711.29 756.674 658.68 659.914
+CARTPT 1.4409 0 0 1.5492 0 0 0 0 9.5137 0 0.6361 0 4.5249 0 9.1361 0 0 3.0511 0.9396 0
+CASC1 4.3228 57.1735 10.6651 29.4345 18.4423 1.6045 2.901 35.6979 20.6131 4.4558 40.0763 26.0922 20.362 50.9702 49.4424 34.2276 63.3646 86.1937 13.6246 5.1724
+CASC2 29.7791 66.434 87.6907 61.1929 62.0331 64.5808 4.1442 67.996 41.7548 46.3406 100.509 123.18 32.8054 163.336 122.531 71.2303 170.906 144.928 125.91 32.3276
+CASC3 1796.35 2027.24 960.45 649.884 1399.94 515.443 1413.18 1040.68 881.607 1507.41 805.98 1578.28 1135.75 781.543 1101.17 942.646 805.444 971.014 810.9 1665.95
+CASC4 3658.5 3906.72 8754.25999999999 2020.91 5979.77 6901.72 2388.73 3317.87 9176 2566.56 3578.24 3041.87 2084.84 5541.08 3973.67 4122.11 2671.13 5199.85 8021.61 2953.88
+CASC5 5.7637 73.6814 21.9227 24.0124 1.1177 187.726 33.9826 18.019 207.188 159.519 39.4402 6.068 26.0181 7.3366 74.7011 2.7752 53.9938 16.0183 57.7872 154.31
+CASD1 795.389 1152.33 924.9 364.059 1154.6 432.411 418.152 788.754 530.127 498.162 448.473 487.864 141.968 825.176 357.383 420.907 645.694 568.269 1168.43 687.931
+CASK 897.213999999999 1712.39 3311.51 2261.04 439.82 1083.03 1759.22 1723.36 2747.36 955.776 2103.69 891.384 756.787 1814.07 1973.94 1426.46 1103.08 1982.46 2411.56 1489.22
+CASKIN1 18.5447 11.5958 49.1542 558.42 26.5848 9.1617 5.748 103.174 11.2791 5.0485 7.2265 12.6396 22.0475 48.3753 10.5764 23.4228 36.1044 1.9451 6.3472 40.694
+CASKIN2 1244.2 1406.87 1410.29 2570.87 1504.63 1480.73 768.831 2233.29 1428.67 448.462 2508.07 1236.89 1799.26 624.863 2587.9 2232.41 703.521 1438.95 1731.63 697.789
+CASP10 73.9673 194.873 132.721 77.4593 228.572 527.878 300.456 77.5155 154.334 494.152 195.293 121.359 223.416 92.673 57.5037 203.515 36.5908 244.851 219.403 276.724
+CASP12 5.7637 2.8184 4.1475 0 1.6766 3.209 17.8201 11.2193 0 0.4456 4.4529 4.2476 2.2624 2.3168 2.1497 2.7752 0.4462 3.8139 0.4698 0.431
+CASP14 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CASP1 49.952 51.5367 37.3278 68.1642 220.19 20.0562 716.95 47.5972 162.791 3496.05 132.315 148.058 71.267 32.4356 62.3405 210.916 33.9134 463.005 76.1099 6.0345
+CASP2 712.296000000001 916.387 1113.32 941.905 259.868 731.247 1053.05 683.36 1013.21 1084.55 567.43 578.277 434.389 866.879 776.031 785.384 1186.97 749.047 571.294 406.897
+CASP3 861.672 645.819 404.681 1040.28 497.941 967.509 1111.07 876.809 335.624 493.261 841.603 410.801 1188.91 596.969 570.738 750.231 581.883 550.725 771.435 842.241
+CASP4 187.8 437.257 572.36 369.481 960.675 882.07 1555.33 273.684 968.816 2825.44 711.196 561.286 690.045 522.444 305.253 800.185 431.504 1088.48 506.46 510.345
+CASP5 0.4803 0.8053 0 3.0984 1.1177 0 33.5682 0 7.9281 37.8746 0.6361 1.8204 1.1312 0 0 0.9251 0.4462 6.865 0.9396 0
+CASP6 205.572 148.973 237.002 1013.17 220.19 328.119 250.311 86.015 171.776 259.775 209.287 297.33 360.294 184.574 164.987 449.584 66.9344 239.512 325.581 158.19
+CASP7 79.2507 274.191 277.885 346.243 438.144 592.058 920.017 225.067 332.452 787.791 298.982 428.398 503.394 306.979 325.138 309.898 221.776 458.429 159.737 941.379
+CASP8 330.932 450.141 343.06 211.464 623.684 929.001 390.385 235.946 231.501 909.881000000001 340.331 365.291 743.778 490.395 263.872 636.448 132.53 437.834 436.458 759.914
+CASP8AP2 119.116 489.196 211.524 258.714 171.01 250.702 200.166 179.85 349.366 288.292 285.623 137.743 158.371 147.891 162.838 175.763 151.718 178.49 242.424 402.155
+CASP9 981.268 296.336 494.741 524.4 508.001 738.067 336.096 404.916 602.537 511.084 367.048 322.815 791.29 360.266 806.127 301.573 475.234 425.629 397.463 896.983
+CASQ1 3.8425 4.4289 2.37 3.0984 102.83 0 2.901 0 7.9281 0 54.0712 0.6068 0.5656 1.5446 0 0.9251 1.7849 3.0511 3.2887 3.0172
+CASQ2 21.1335 4.0263 0.5925 15.4919 3.912 52.9483 26.9374 59.1566 7.3996 1.7823 8.2697 37.6214 0 0.3861 2.1497 61.9796 7.1397 10.6789 2.3491 3.8793
+CASR 1.4409 0 0.5925 32.5329 101.153 0.4011 1.6577 1.0199 0.5285 0 2.5445 0 2.2624 0.3861 0 0 0 0 1.4094 3.0172
+CASS4 4.8031 14.8973 23.7002 28.66 8.3829 4.8135 51.8027 2.7198 5.814 12.0307 15.2672 40.6553 2.2624 5.4059 7.5238 15.7262 18.2954 22.1205 2.8189 2.5862
+CAST 5939.76 5269.04 7446.99 2811.61 5234.77 3256.02 3299.64 2652.14 6677.23 8421.44 5636.54 5520.51 2282.91 4958.64 5816.26 6175.59 3960.65 4382.23 5168.66 5161.63
+CASZ1 87.8963 131.66 35.5503 84.4307 516.942 359.808 25.2797 77.8555 44.926 255.319 26.0814 26.0922 185.52 60.6236 26.8709 60.1295 369.032 93.0587 63.4249 128.879
+CAT 2259.85 1901.62 1914.98 1006.2 3013.91 2464.5 1438.46 2174.85 894.820000000001 1116.19 1281.17 2216.63 1766.4 1499.76 1373.64 1113.78 1109.33 717.773 1587.5 2155.17
+CATSPER1 1.4409 0.8053 1.185 2.3238 0.5589 1.6045 6.2163 0.68 1.0571 22.2792 0.6361 2.4272 10.7466 1.5446 0 0.9251 0.8925 0.7628 26.7794 3.4483
+CATSPER2 20.6532 27.7573 5.925 27.8854 65.3862 12.0337 11.1894 11.5593 13.7421 19.1601 42.6209 28.483 8.4842 28.188 6.9864 16.6512 12.9407 48.0549 21.6115 9.4828
+CATSPER2P1 12.0413 25.4583 12.4959 5.4531 21.8513 3.6342 9.5607 3.7704 13.2664 15.6266 4.4656 11.5473 13.0204 15.4918 6.4651 14.8474 11.178 25.2403 14.5877 5.2112
+CATSPER3 7.2478 2.0574 17.7751 47.2502 21.2366 24.8696 2.4865 15.6391 24.8414 16.4866 63.6132 46.6201 14.7059 39.4826 51.7963 27.7521 32.5747 25.1716 55.3441 3.8793
+CATSPER4 0 0 0.5925 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+CATSPERB 1.9212 0 1.185 7.7459 0 0.4011 0 0.34 0 1.7823 10.8142 0 0.5656 2.3168 0 7.4006 0.4462 3.8139 16.4435 0
+CATSPERG 1.4409 6.0395 18.9602 27.1108 2.7943 10.8303 7.0452 5.0997 21.1416 6.2382 5.0891 15.1699 0.5656 1.9307 11.2858 12.0259 10.2633 6.865 1.4094 0.8621
+CAV1 360.231 695.745 256.555 168.087 2229.28 1192.94 3676.75 1507.13 508.457 7077.64 594.784 350.728 556.561 600.83 678.759 1070.31 386.435 2015.26 350.012 215.086
+CAV2 155.62 275.399 94.2083 283.501 2206.93 257.521 862.826 387.238 178.118 1940.51 162.214 733.616 192.308 612.801 161.225 979.649 287.372 1932.88 212.356 79.7414
+CAV3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CBARA1 1343.42 2837.74 1634.72 2271.11 2879.23 3032.89 1952.34 3667.03 1149.58 1407.15 2188.93 4065.53 2077.49 2151.17 1801.42 3130.43 1232.93 2399.69 1937.04 1954.31
+CBFA2T2 451.969 981.613000000001 371.5 657.63 429.761 313.277 750.518 600.745 385.835 604.211 674.936 547.937 442.308 479.583 489.587 388.529 471.218 627.765 342.025 601.724
+CBFA2T3 168.108 121.594 853.799 1015.49 94.4468 201.765 90.344 90.4347 118.922 11.5852 40.0763 369.539 368.778 55.6038 62.8779 404.255 198.126 34.3249 59.6664 6.4655
+CBFB 1042.75 849.953 652.94 1065.84 459.38 651.424 1500.21 1053.26 1367.86 2287.18 725.191 511.529 850.679 661.068 1001.75 610.546 1157.97 1119.76 284.238 1533.19
+CBL 508.646 1003.35 435.491 327.653 263.221 682.311 580.605 443.334 340.909 1073.41 266.539 405.947 177.602 287.673 164.45 343.201 400.268 412.662 422.363 530.172
+CBLB 423.631 396.994 777.959 295.12 149.215 184.918 680.481 503.511 291.226 520.887 185.114 559.466 149.887 344.435 399.301 617.946 331.548 325.706 184.167 298.276
+CBLC 0 0.4026 0.5925 0 0 0 0 0 0 103.821 0 0 0 1.5446 0 0 0 0 0 0
+CBLL1 524.496 679.237 671.9 591.015 395.112 610.108 555.325 572.867 552.854 531.135 330.153 682.039 182.692 765.325 630.928 456.984 796.073 536.995 679.352 297.845
+CBLN1 6.244 308.012 0 18.5902 106.183 18.4517 80.3978 1234.13 150.634 0 62.9771 13.3495 4.5249 20.8514 165.525 82.3312 14.7256 26.6972 186.047 6.8966
+CBLN2 0 1.6105 0 6.1967 0 0 0.4144 2.3799 2.1142 0 0.6361 0.6068 0 0 0 3.7003 0 0 0.4698 0
+CBLN3 1286.26 215.005 725.226 2357.86 187.217 397.914 73.7671 749.996000000001 681.818 22.2792 409.669 304.005 535.068 544.454 209.055 535.615 584.114 517.925 594.315 205.172
+CBLN4 0.4803 0.4026 7.7026 17.0411 1.6766 4.0112 296.726 0.68 10.5708 4.4558 24.173 39.4417 0 1.5446 25.796 70.3053 0.4462 9.1533 5.168 0
+CBR1 3285.7 1314.92 5877.29 1787.33 1739.18 4390.34 2746.03 14791.9 1504.68 2620.67 3358.86 4199.52 4959.98 6416.71 4042.75 10990 5648.98 3691.98 3364.73 2252.51
+CBR3 47.5504 10.871 22.5152 107.622 11.1771 331.328 314.546 12.5793 21.1416 353.347 59.7964 33.9806 74.095 13.901 27.8705 233.118 154.395 52.6316 14.5642 22.4138
+CBR4 946.206 349.483 295.66 303.641 762.28 320.899 143.804 429.395 393.235 91.3445 670.484 1013.35 299.774 1085.82 404.138 801.11 521.196 634.63 870.096 503.017
+CBS 276.657 301.168 388.091 266.46 961.792 154.031 460.008 128.512 76.1099 1580.04 7.6336 59.466 411.765 22.396 37.0818 8.3256 380.634 18.3066 76.5798 98.7069
+CBWD1 1501.92 682.861 2080.88 2972.11 656.657 1712.8 238.707 574.907 1373.15 215.217 900.127 944.175 1965.5 1590.11 4244.53 619.797 1789.83 690.313 1243.13 516.81
+CBWD2 694.044 245.605 636.35 878.389 436.467 529.081 374.223 302.922 820.824 531.581 450.382 428.398 720.588 497.345 1201.67 257.169 576.528 468.345 456.66 793.534
+CBWD3 244.476 146.968 162.856 301.131 100.779 344.966 105.678 178.49 324.878 140.885 159.033 308.435 380.091 193.455 291.705 34.5791 317.872 139.207 190.289 719.397
+CBWD5 0 4.0183 0.083 7.1572 0.3744 0 0 0 10.7452 2.5933 0 2.8519 0 0 2.2625 3.3488 3.8599 0.3814 1.8652 0
+CBWD6 203.17 185.21 47.4004 513.555 44.1497 74.2078 108.164 46.5773 127.907 174.223 80.7888 235.437 83.7104 278.405 176.273 90.6568 219.099 93.0587 46.0418 134.914
+CBX1 2946.21 1099.18 1017.33 1322.23 649.391 871.641 2089.93 1103.92 924.947 1837.58 1126.59 1606.19 921.38 832.899 776.569 1536.54 1109.33 903.89 709.42 1603.45
+CBX2 58.5975 42.6788 51.5479 222.308 63.7097 278.781 248.239 206.368 66.0677 351.12 47.7099 19.4175 445.701 57.5345 106.409 73.0805 212.851 23.6461 33.8266 436.207
+CBX3 5777.14 5680.71 9022.07 6630.52 1905.14 7933.81 4483.63 5234 6581.4 5952.1 4391.86 3566.75 6513.01 10691.8 4997.45 4476.41 11481.9 5573.61 5967.58 11536.6
+CBX4 1885.21 1821.9 1568.36 2169.64 689.629 1358.6 805.636 2265.97 1025.9 593.071 1698.47 787.621 1201.36 1980.5 1152.22 925.994 1342.26 1050.34 845.666 1361.21
+CBX5 4583.09 5625.15 5217 6151.05 1307.17 4280.39 3655.2 6327.71 7375.79 2640.97 8026.08 3687.5 2869.34 5347.62 3402.39 6474.56 6784.02 4514.11 3975.1 2940.52
+CBX6 77.8098 551.604 289.142 178.156 172.687 237.866 377.124 227.447 196.617 197.393 89.0585 291.262 83.1448 321.653 278.382 90.6568 431.058 236.461 419.075 240.948
+CBX7 622.959 692.524 1633.54 924.09 2735.04 317.69 394.115 476.312 1360.99 702.685 732.188 1395.02 214.932 1220.19 1231.76 468.085 1765.28 2152.56 1522.2 330.603
+CBX8 199.808 225.473 219.227 203.718 116.242 610.91 261.5 576.947 179.704 233.04 256.361 226.942 691.742 281.88 138.654 147.086 437.305 182.304 200.141 701.724
+CBY1 507.229 589.189 572.152 1404.35 572.772 915.387 486.676 672.087 708.451 919.875 401.234 582.245 687.721 855.496 790.407 437.289 1664.95 895.889 631.872 359.694
+CC2D1A 1019.21 1787.68 2138.94 2516.65 1351.87 1133.98 801.077 1306.2 1772.2 470.536 1996.18 1507.89 700.226 1394.34 1609.57 1763.18 1533.24 2184.59 715.058 1567.24
+CC2D1B 1931.8 1804.59 571.767 804.028 1251.28 763.739 1125.98 424.295 1214.59 1575.58 779.262 986.65 902.148999999999 699.681 470.778 814.061 513.61 1121.28 1437.63 845.259
+CC2D2A 343.42 525.835 255.37 209.14 137.479 315.283 341.484 922.706000000001 219.873 124.763 257.634 384.709 255.656 978.859 234.314 505.088 738.956 468.345 311.017 273.707
+CC2D2B 7.6849 4.8316 4.1475 7.7459 2.2354 8.8247 6.2163 7.1396 3.1712 1.7823 7.6336 12.7427 2.8281 14.2871 1.6123 12.951 7.1397 10.6789 7.517 6.8966
+CCAR1 1617.19 1488.93 1060.58 2036.41 825.99 1150.02 527.559 1276.29 772.727 1264.12 1234.1 1095.27 548.643 1253.4 757.222 996.299999999999 723.338 1311.21 1013.86 1763.79
+CCBE1 9.6061 31.8078 316.99 7.7459 839.962 502.607 3.3154 11.2193 723.044 0.4456 83.3333 33.9806 571.833 534.414 1207.04 468.085 7.5859 1.5256 77.5194 343.103
+CCBL1 93.1796 142.129 81.7657 200.62 120.713 125.953 130.129 105.054 138.478 225.019 109.415 226.942 124.434 144.802 143.49 123.034 210.62 95.3471 50.2701 49.1379
+CCBL2 644.212 263.469 311.782 250.968 884.625 394.737 353.448 834.59 428.256 447.86 175.572 652.913 324.655 206.302 172.538 490.999 564.395 127.811 1131.89 494.332
+CCBP2 5.2834 19.3263 9.4801 4.6476 21.7954 9.2258 5.8019 2.3799 5.814 3.1191 8.9059 18.2039 12.4434 9.2673 11.8232 19.4265 5.801 16.0183 15.5039 7.7586
+CCDC101 903.938 130.452 424.233 1230.05 437.585 314.882 222.959 505.211 418.076 311.017 795.802 311.893 440.611 479.969 465.941 432.007 644.801 690.313 181.348 168.965
+CCDC102A 70.6052 55.563 300.4 533.695 32.9725 96.6707 324.907 471.553 67.6533 426.869 243.002 209.952 374.434 227.435 112.32 402.405 410.977 174.676 80.8081 179.31
+CCDC102B 22.0941 103.073 49.7704 53.4469 27.9428 41.3157 133.029 69.6959 78.2241 64.164 64.2494 49.7573 27.7149 43.6336 56.4289 161.887 45.9616 96.8726 41.3437 18.5345
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+CDC37 3501.92 2559.12 5719.45 8040.28 3330.23 3685.92 3906.34 5494.08 5109.41 3225.13 5935.75 2801.58 4860.29 4361.42 5808.95 3810.36 6672.47 5500.38 2346.72 3819.4
+CDC37L1 363.593 337.807 335.358 433.772 786.311 801.845 276.005 227.787 495.243 303.888 323.791 684.466 601.244 630.949 648.663 603.145 248.996 308.925 586.798 317.672
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+CDC42BPG 411.623 354.315 634.573 201.394 345.373 1353.39 2.901 77.8555 434.461 79.7594 606.234 64.3204 428.167 738.681 132.742 93.432 162.428 614.035 571.764 1139.66
+CDC42EP1 1406.34 2760.03 914.827 1398.92 1803.43 726.434 2512.23 2740.24 2445.03 706.249 2131.68 3566.14 1708.14 3438.56 3107.35 2369.1 2866.58 2541.57 1669.25 1209.48
+CDC42EP2 33.1412 57.5761 98.3558 89.0782 241.426 137.585 1122.25 99.2742 119.979 1188.37 174.3 138.956 249.434 116.614 80.6127 210.916 49.5315 153.318 96.312 43.5345
+CDC42EP3 128.242 460.609 75.2481 119.287 308.489 70.5977 559.47 303.942 69.7674 1327.39 150.763 86.7718 69.0045 118.93 228.403 163.737 110.219 224.256 180.409 223.707
+CDC42EP4 837.176 1290.83 1058.81 802.479 3164.81 1269.55 869.043 810.173 967.23 991.868 750.636 1848.91 1004.52 906.265 975.413 1286.77 483.713 655.225 1376.09 754.741
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+CDC42SE1 2461.64 2872.69 1607.44 3314.4 1094.29 6334.62 1828.79 2681.99 3156.96 3162.12 2198.55 1011.15 1277.82 2007.06 2357.48 759.047 1410.05 2750.36 2100.14 2526.52
+CDC42SE2 797.791 923.231 1688.64 1532.92 764.516 1247.09 753.005 1108.68 1651.16 1328.73 1251.91 1302.79 680.995 1566.56 1619.78 1140.61 1278.45 1414.95 2023.49 1265.52
+CDC45 27.3775 46.7051 29.6252 276.53 3.3531 156.839 362.619 32.6381 354.123 488.805 63.6132 26.0922 200.792 22.396 192.395 6.4755 554.663 33.5622 71.4118 589.224
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+CDH8 3.3622 1.6105 46.2154 1.5492 0 2.4067 3.3154 12.2393 6.3425 0 0 3.034 1.1312 0 3.7619 4.6253 36.1446 0.7628 16.4435 0
+CDH9 0 0 0.5925 0 0 0 3.3154 0 0 0 0 284.587 0 0.3861 0 0 1.3387 2.2883 0 12.5
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+CDHR2 0 4.4289 43.2529 6.1967 55.8857 27.2764 0.8288 6.1196 13.7421 0.8912 7.6336 154.733 1351.24 14.2871 720.677 86.0315 7.1397 0 22.5511 10.7759
+CDHR3 17.9395 17.1239 26.716 78.9156 23.7402 36.0449 4.455 33.1311 6.0888 0.9847 23.8232 10.358 7.3529 21.0213 5.4172 11.3321 23.6725 14.1495 17.759 23.1853
+CDHR4 0 0 0 0 0 0 0.4144 0 0 0 0 1.2136 0 0 0 0 0 0 0 0
+CDHR5 2075.89 2534.96 1.185 2.3238 216.836 3.209 2.901 1.0199 2.6427 0.8912 3.8168 0 544.118 3.4752 14.5103 0 256.136 4.5767 0.9396 906.897
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+CDK10 1504.8 583.009 1434.45 3689.39 1169.13 679.503 1046 1578.87 1458.25 2301.88 1745.55 750 1175.34 1651.9 1173.72 1084.18 2239.63 1563.69 941.978 777.155
+CDK11A 963.525 195.191 560.889 176.522 690.099 374.055 727.712 337.886 546.781 1094.82 271.813 320.655 268.914 270.486 530.915 401.989 504.864 577.605 378.116 386.966
+CDK11B 1285.27 330.644 839.2 876.15 1153.01 616.719 967.688 833.346 859.139 2084.41 854.777 460.898 587.986 784.056 976.004 604.487 663.365 1001.34 638.093 551.828
+CDK12 587.416 1263.05 531.477 384.198 785.753 386.683 816.411 835.331 451.374 892.949 617.684 952.67 561.086 736.365 642.752 713.229 534.583 544.622 632.84 1268.97
+CDK13 858.79 1680.58 1063.55 1068.16 618.654 666.265 803.15 644.263 1059.73 804.278 558.524 769.418 329.751 1055.31 858.256 672.525 977.242 1033.56 1125.68 677.586
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+CDK15 0.4803 1.6105 8.2951 0 2.7943 2.4067 12.8471 0.34 3.6998 0 0 1.2136 0 0 9.6735 12.951 0 34.3249 0 0.431
+CDK16 2264.17 3146.56 4700.34 3445.39 1364.73 2288.41 2910.07 1411.26 2949.26 2473.43 3276.72 2384.71 1903.28 3990.35 2284.56 1993.52 3359.66 1903.13 3083.39 2042.67
+CDK17 408.261 614.817 462.154 453.137 355.433 459.687 617.903 641.203 541.755 669.266 420.483 310.073 303.733 527.078 417.574 408.881 545.292 612.51 546.394 626.724
+CDK18 232.469 200.913 1877.65 192.099 43.5908 502.607 128.885 829.552 366.279 151.944 109.415 81.3107 667.986 41.7029 26.8709 36.0777 79.8751 556.827 642.236 344.828
+CDK19 1030.15 352.801 336.46 939.566 517.814 446.017 1102.78 414.732 1532.79 276.444 1171.97 222.913 392.675 266.508 329.034 549.112 321.696 368.78 894.931 629.388
+CDK1 104.227 701.382 151.089 1140.2 28.5017 2579.22 719.436 317.202 1109.94 1978.39 1194.02 174.757 1145.93 110.822 666.935 108.233 1169.12 691.838 443.505 2866.38
+CDK20 548.511 523.822 302.178 531.371 187.776 343.361 42.271 475.632 520.613 77.0859 354.326 652.306 115.95 703.157 625.554 212.766 1104.42 373.76 193.094 143.535
+CDK2 338.617 1161.99 505.407 1754.45 210.689 1794.62 939.494 695.939 1369.45 1184.81 917.303 527.306 920.249 418.573 437.458 456.059 1052.66 446.224 186.986 1203.45
+CDK2AP1 4917.87 2923.5 3757.67 5599.54 642.685 1462.49 4566.93 2965.65 1173.36 4114.51 3233.46 1874.39 1158.94 3033.88 1898.16 3390.38 2222.22 3585.81 2283.77 1382.33
+CDK2AP2 3150.34 612.803 2468.38 2124.71 670.069 2411.55 653.958 840.431 1174.95 2739.45 1097.33 549.757 1389.71 1743.41 632.003 945.421 967.424999999999 1713.2 653.042 1231.47
+CDK3 280.346 62.7741 139.28 313.889 193.806 97.8821 282.893 102.113 86.686 198.543 191.826 146.396 77.7262 106.242 54.2738 144.551 149.772 163.982 37.0167 146.211
+CDK4 1440.44 5216.08 2926.97 4285.82 2660.16 5238.67 7486.53 5217.34 5037.53 2499.72 5115.14 5349.51 5255.66 4192.68 8059.12 6127.66 4100.4 3773.46 3641.53 11046.1
+CDK5 715.178 303.986 1070.06 1518.2 512.472 902.126 747.203 1021.98 1277.48 637.184 659.033 614.078 524.887 1339.13 1420.93 716.929 1045.52 1104.5 781.301 348.276
+CDK5R1 158.021 51.5367 110.206 268.009 21.7954 118.331 22.3788 132.252 128.964 49.9053 85.2417 107.403 168.552 138.623 84.3746 137.835 260.152 117.468 115.105 171.983
+CDK5R2 0 109.516 36.7353 93.7258 5.0297 4.0112 448.819 6.7996 183.404 4.4558 50.2545 7.2816 9.6154 5.0198 11.8232 8.3256 1.3387 38.9016 217.054 6.4655
+CDK5RAP1 427.474 443.296 295.66 340.046 466.645 281.187 522.172 518.81 406.977 653.67 736.641 757.888 710.973 651.028 595.996 470.86 663.543 887.109 408.738 654.741
+CDK5RAP2 951.489 1359.68 1182.05 1536.02 2102.42 2184.52 1527.97 1355.5 2511.1 1170.1 688.295 1210.56 1928.73 2328.8 2826.82 1072.16 2899.6 999.999999999999 801.973 1582.33
+CDK5RAP3 4290.59 1126.16 1720.63 3770.72 1901.79 2387.08 1931.21 932.566 1931.82 2055.92 1986.01 2984.83 1395.36 1093.16 1539.7 1356.15 1963.86 2141.88 887.479 1276.29
+CDK6 2239.19 8432.29 1378.17 806.352 1540.77 2862.82 1927.48 4086.56 327.696 142.587 425.572 591.626 1293.55 2605.66 939.944 330.25 804.105 831.426 807.611 3214.22
+CDK7 229.107 327.339 865.057 963.594 444.291 782.992 258.599 694.58 710.888 681.742 1320.61 722.087 411.765 1034.46 1214.56 899.166999999999 765.73 868.802 583.04 422.845
+CDK8 134.486 321.299 218.634 127.808 362.698 205.375 139.246 252.605 344.609 52.1332 239.186 131.675 138.009 200.792 141.878 39.778 115.127 83.1426 1116.75 646.552
+CDK9 3802.59 1703.53 2964.89 8300.54 1627.95 4536.3 1314.13 4083.84 3318.18 1850.51 3754.45 2819.17 3661.2 5871.61 2895.61 2793.71 5880.86 3414.19 2824.52 1628.45
+CDKAL1 206.532 144.947 150.496 175.833 331.961 220.217 348.114 165.57 371.036 301.66 378.499 129.248 201.357 161.019 210.13 352.451 206.604 208.238 303.03 269.397
+CDKL1 16.8108 15.7026 4.74 6.1967 15.0891 28.8809 17.4057 64.9362 8.4567 25.3982 1.9084 53.3981 1.1312 62.5543 11.8232 34.2276 20.0803 30.5111 29.5983 25.431
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+CDKL3 33.146 45.2436 93.1536 66.646 116.801 72.2503 26.1625 45.9925 105.428 33.8866 68.2379 77.858 102.953 125.831 156.684 61.1286 139.054 108.528 137.914 37.9569
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+CELA2A 0 0 0 0 10.6183 0 0 0 272.199 0 0 0 6.2217 0 0 0 0 0 0 0
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+CEND1 5.7637 2.0132 9.4801 17.8156 17.8834 3.209 198.094 40.4576 6.3425 7.1293 1.9084 266.99 4.5249 29.3465 10.7484 24.9769 12.0482 12.2044 3.7585 0.8621
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+CENPC1 250.72 258.086 127.981 263.362 168.775 243.081 127.642 445.034 321.353 164.866 205.471 289.442 85.4072 398.108 164.987 203.515 545.292 312.738 316.185 190.086
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+CENPN 242.036 281.66 477.257 1902.08 218.927 918.135 831.658 702.552 1400.98 453.176 779.593 293.283 799.649 528.483 1260.86 330.611 964.48 492.609 385.234 1449.51
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+CEP110 148.895 219.836 131.536 347.018 450.438 533.895 361.376 160.131 410.676 554.305 198.473 171.723 131.222 402.742 507.322 147.086 508.702 266.209 166.784 540.517
+CEP120 635.447 344.652 747.149 762.2 472.793 704.372 359.718 392.677 930.761 348.892 921.119999999999 601.335 385.747 832.899 873.303999999999 565.217 755.466 794.813 1609.58 598.276
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+CEP164 563.401 930.881 677.826 1078.23 435.349 1276.78 777.87 450.814 617.336 756.155 644.402 339.199 1101.81 539.048 765.283 402.405 399.375 688.024 371.153 800.862
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+CEP170L 0 4.4289 1.185 0.7746 1.6766 0.8022 2.0721 0.68 1.0571 2.2279 1.2723 0 0 7.7228 0.5374 0 0.8925 2.2883 0.4698 0.8621
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+CEP250 447.647 1045.23 1486.59 949.651 568.357 358.203 782.014 586.466 618.922 602.428 744.275 1284.59 690.611 739.454 649.201 1398.7 1351.63 826.087 280.949 796.983
+CEP290 735.341 742.426 549.714 710.968 452.64 602.178 290.526 518.453 469.815 203.618 512.977 567.543 176.278 723.892 496.316 501.656 634.77 862.09 229.053 964.862
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+CEP57 400.096 630.117 478.151 408.211 579.534 912.555000000001 527.973 239.686 545.983 820.319 445.293 300.364 802.036 385.365 411.125 454.209 497.546 413.425 406.389 1441.38
+CEP63 533.684 903.639 377.971 202.463 284.078 296.113 291.131 316.8 380.529 329.562 286.151 682.743 278.846 305.624 330.942 382.997 410.125 312.639 376.138 371.871
+CEP68 273.295 617.232 412.982 391.944 440.938 452.467 519.271 675.605 195.032 472.813 386.132 540.091 559.389 436.366 349.864 507.863 284.694 355.477 294.574 650.866
+CEP70 192.603 353.107 131.536 142.525 84.9462 273.566 106.921 120.013 210.888 233.931 294.529 411.408 176.471 107.346 105.334 163.737 136.546 122.044 181.348 363.793
+CEP72 78.7704 62.0051 61.6205 98.3734 49.7382 131.97 96.5603 128.173 174.419 77.0859 112.595 60.0728 41.8552 63.3266 303.641 36.0777 158.411 40.4272 34.2965 36.2069
+CEP76 200.768 113.944 77.6181 67.3896 198.953 293.622 120.597 117.293 119.45 94.018 45.1654 90.4126 184.389 111.208 192.933 89.7317 80.3213 83.9054 137.656 293.534
+CEP78 147.935 159.442 125.019 344.694 86.6228 252.306 179.445 160.131 273.784 272.251 129.771 294.903 145.362 338.257 386.403 183.164 532.798 122.044 111.816 240.948
+CEP97 276.657 218.226 116.131 75.9101 31.296 249.499 73.7671 107.094 80.3383 53.47 103.053 114.684 85.9729 81.0889 76.8507 144.311 52.2088 45.0038 65.3042 132.328
+CEPT1 824.207 532.277 489.409 521.301 628.714 536.703 554.496 547.708 525.37 1179.46 518.448 525.485 372.738 503.137 766.895 409.806 607.764 509.535 586.328 450
+CER1 0 0 0 0.7746 0 0 0.4144 0 0 0 0 0 0 0 0 0 0.4462 0 0 0
+CERCAM 138.809 529.862 437.861 4151.05 508.56 897.714 7481.97 838.051 135.307 847.054 92.2392 54.0049 1147.62 240.564 186.484 3148.94 527.443 84.6682 73.7609 754.31
+CERK 256.484 1019.46 1240.11 1051.12 615.86 326.514 1496.89 618.084 1099.37 835.023 322.519 998.18 524.321 979.631 1394.06 395.005 766.176 507.246 1226.69 1219.83
+CERKL 12.9635 14.7725 3.3121 19.7057 9.2267 12.0297 355.193 18.5289 25.7241 146.65 40.5662 35.3398 35.2036 7.8386 7.2444 30.1295 18.4516 84.2258 22.0296 1.1466
+CES1 4.8031 2.8184 139.239 5.4222 17731.4 4.8135 934.107 0 76.1099 124.763 0.6361 2.4272 0.5656 30.5049 106.946 0 11.602 4.5767 253.7 88.7931
+CES2 1288.18 1023.49 8104.87 2397.37 4901.73 2148.42 1037.71 2710.32 5860.47 1697.67 5232.82 8515.17 2140.27 8870.74 33737.5 5650.32 2683.62 2174.68 2297.86 921.121000000001
+CES3 7.6849 1.6105 94.2083 349.342 11.1771 67.3887 22.3788 4.4197 102.537 22.7247 92.2392 56.432 3.9593 14.6732 14.5103 8.3256 6.2472 79.3288 0.4698 3.8793
+CES4 0 0 0.5925 0 177.716 0 6.6308 0 0.5285 0.4456 0 0 0 0 0.5374 0 0.4462 0 301.151 0
+CES7 0 0 55.1029 3.873 0.5589 0 0.4144 0 97.7801 0 17.1756 0 0 2.703 8.0613 0 1.3387 62.5477 555.321 0
+CES8 47.0701 50.3288 11.8501 13.1681 101.153 1.2034 20.7211 0.68 56.0254 60.5993 10.8142 139.563 3.3937 344.821 1.6123 14.8011 3.5698 32.7994 106.648 0
+CETN1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CETN2 1844.38 843.108 2885.5 1978.31 1127.77 4113.12 627.435 1268.47 2737.32 1454.38 2181.93 2016.99 2070.7 2600.64 2377.54 2940.8 2011.6 2694.13 1877.38 1797.84
+CETN3 392.411 225.473 538.587 1193.65 450.997 408.343 226.274 644.263 702.96 492.815 814.885 529.733 350.113 659.523 596.534 892.692 1132.98 775.744 489.547 304.741
+CETN4P 0 2.8184 3.555 0.7746 10.6183 0.8022 4.5586 0.34 1.5856 0.8912 6.9975 11.5291 1.6968 8.1089 9.1361 21.2766 8.4784 4.5767 5.6378 3.4483
+CETP 16.3305 37.8473 43.8454 24.0124 9.5006 76.2134 396.187 39.0977 68.1818 45.4495 45.1654 11.5291 46.9457 20.0792 10.7484 75.8557 7.5859 25.1716 90.6742 3.4483
+CFB 26.4169 115.845 1003.7 29.4345 70.4159 8.8247 691.003 1.6999 19.556 4272.47 188.931 52.7913 10.181 32.4356 21.9051 1888.99 62.4721 531.655 11.7454 2.1552
+CFC1B 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+CFD 41.3064 49.9262 96.5783 263.362 493.471 111.512 1101.12 38.4178 141.649 189.818 232.824 101.942 100.113 91.5146 97.81 333.95 228.469 113.654 66.2438 69.3966
+CFDP1 2221.9 820.561 1714.12 1433.77 882.994 940.232999999999 992.540000000001 1384.74 1989.96 1040.88 2197.84 1255.46 2070.7 859.541999999999 1821.85 2128.58 1933.07 2076.28 1129.9 881.034
+CFH 187.8 1134.61 528.514 62.7421 141.391 83.0325 2942.4 133.952 203.488 3594.52 492.366 138.956 329.185 589.632 812.038 1316.37 585.899 1461.48 275.311 93.5345
+CFHR1 0 0 0 0 0 0 9.1173 0 0 0 1.9084 0 0 0.7723 3.2245 3.7003 0 0 0 0
+CFHR2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CFHR3 0.4803 1.2079 0.5925 0 0 0 2.901 0.34 0 0.8912 0.6361 0 0 0.3861 0.5374 0 0.4462 0.7628 0.9396 0
+CFHR4 0 0.4026 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CFHR5 0 0 0 0 0 0 0.8288 0 0 0 0 0 0 0 0 0 0 0 0 0
+CFI 204.131 1399.14 5557.7 4196.75 328.049 2621.34 1806.46 997.502 356.765 704.913 365.776 1349.51 1774.89 2384.01 953.916 5339.5 731.816 3215.1 2055.91 614.655
+CFL1 8596.06 6839.48 9753.81 9006.2 9089.8 12581.2 20925 7704.63 12912.8 31089.7 12768.4 7445.39 13270.4 9533.35 7976.35 11767.8 9270.42 10186.9 7742.54 14238.4
+CFL2 2346.3 2221.31 2448.23 1271.88 1943.7 1925.39 576.046 2678.7 1763.21 960.677 1625.32 2093.45 2766.4 1087.36 1435.44 4017.58 1369.48 999.999999999999 3861.4 2406.9
+CFLAR 296.35 741.242 751.889 439.969 835.491 1198.96 736.428 440.274 562.896 921.912 391.221 672.33 939.479999999999 617.82 621.255 479.186 517.18 440.122 451.492 792.431
+CFLP1 6.244 3.221 5.3325 0.7746 2.2354 2.4067 1.6577 0.34 6.871 1.3367 2.5445 0.6068 0.5656 2.3168 2.6871 7.4006 2.6774 6.865 2.8189 2.5862
+CFP 31.7003 13.6894 46.2154 679.318 158.156 20.8584 88.2719 33.998 47.5687 30.2997 74.4275 14.5631 15.8371 33.594 25.796 37.9278 50.8701 110.603 50.2701 3.8793
+CFTR 0 1.6105 0.5925 0 0 0 0 0 0 0 0 0 0 0.3861 0 0 0 0.7628 1.4094 0
+CG030 45.6292 13.6894 20.1452 14.7173 7.824 7.6213 27.7663 11.5593 9.5137 36.0922 21.6285 22.4515 4.5249 17.7623 14.5103 12.0259 19.1879 52.6316 12.685 21.1207
+CGA 0 0 0.5925 0 0 0 0 0 7.3996 0 0 0 5.6561 0 0 0 0 0 6.1076 0.431
+CGB 0.4803 0.4026 5.925 68.1642 1.1177 0.4011 0 0.68 16.3848 2.2279 0 0 0.5656 0 0 0 1.7849 0 0 0
+CGB1 0 0 2.37 35.6313 0 0 0 0.34 11.0994 0 0 0 0 0 0 0 2.6774 0 0 0.431
+CGB2 0 0 25.4777 178.156 0.5589 0 0 0 47.0402 2.2279 0 0 0 0 0 0 2.6774 0.7628 0 0.431
+CGB5 0 0 0 0.7746 0.5589 0 0 0.34 0 0 0 0 0 0 0 0 0 0 0 0
+CGB7 0 0.4026 1.185 6.1967 1.1177 0.8022 0.8288 0.34 0.5285 1.7823 2.5445 0.6068 0 0.3861 0 0 0 0.7628 1.9544 2.1552
+CGB8 0 0 0 0 0 0 0 0 0 2.6735 0 0 0 0 0 0 0 0 0 0
+CGGBP1 2430.84 2766.47 1396.53 1498.84 1484.32 1293.22 1778.28 1702.28 1346.19 1382.2 1497.46 2222.09 1192.87 1267.3 1197.9 2285.85 1302.1 1711.67 1617.57 2117.67
+CGN 9.1258 29.392 26.0702 48.7994 465.528 18.4517 12.8471 8.1595 70.8245 5.7926 19.7201 39.4417 4.5249 11.9703 3.2245 14.8011 108.434 19.0694 272.492 18.5345
+CGNL1 2531.22 1032.34 722.263 115.414 798.047 14.8416 588.894 5204.42 23.2558 1.3367 1272.9 179.005 96.1538 2838.11 152.089 516.189 2456.49 1114.42 239.136 1157.33
+CGREF1 8.5639 43.7458 53.9179 185.871 12.6916 58.6643 6.552 90.4823 7.5264 176.032 21.9275 44.8483 5.3281 40.6757 80.0161 32.9232 79.2771 23.6995 4.0357 2.2069
+CGRRF1 195.005 276.607 341.283 195.972 133.567 190.935 231.247 219.967 240.486 139.022 277.354 195.995 230.769 164.881 311.165 191.489 319.054 152.555 567.066 177.586
+CH25H 19.6926 44.2893 4.1475 4.6476 69.2982 14.4404 1585.16 12.5793 21.1416 16.4866 34.9873 242.112 75.2262 6.9505 46.7553 555.042 58.456 26.6972 9.8661 9.0517
+CHAC1 33.1412 33.0157 90.0607 178.931 10.0594 59.7673 28.5951 15.2991 126.85 70.4021 82.6972 16.3835 44.6833 33.9801 48.3676 19.4265 37.4833 308.162 168.194 16.3793
+CHAC2 71.0855 50.7314 111.391 37.9551 79.9165 211.793 52.2172 36.3779 89.852 139.913 62.341 34.5874 119.344 69.5048 104.259 49.0287 106.203 102.975 125.441 171.983
+CHAD 97.5024 23.3526 12.4426 5.4222 141.95 6.8191 2.0721 6.4596 4.7569 0.4456 31.8066 24.2718 501.131 6.5643 6.9864 6.4755 70.5042 22.1205 28.1889 32.3276
+CHADL 11.5274 99.4497 2.37 28.66 13.9714 8.4236 27.3518 7.1396 2.1142 53.0244 10.1781 11.5352 6.2217 2.703 6.9864 9.2599 6.2472 12.9672 2.8189 4.3103
+CHAF1A 323.247 453.362 482.299 897.754 285.576 1206.58 681.724 693.9 1126.32 479.893 611.323 483.01 905.543 427.841 794.841 233.118 1001.34 345.538 296.923 968.103
+CHAF1B 38.9049 114.347 93.6158 157.242 51.4148 294.023 172.399 89.7548 133.192 479.893 124.682 57.0388 292.986 43.2474 255.811 145.236 462.74 81.6171 53.089 185.776
+CHAT 0 0 0 3.0984 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.2283 0
+CHCHD10 824.688 738.827 1048.14 2213.79 997 606.498 222.13 376.698 798.626000000001 1241.39 404.58 1495.75 1041.29 788.107 881.365 366.327 972.78 375.286 945.736 430.172
+CHCHD1 1513.93 997.316 677.233 2096.05 921.555 1817.09 867.385 1159.33 811.311 1318.93 2068.07 1866.5 1605.2 930.206 855.032 1815.91 702.811 1783.37 969.697 1040.09
+CHCHD2 8379.44000000001 5310.29 14643.8 8724.24000000001 8470.03 17168.9 9284.29 5719.83 18108.4 4763.28 9637.4 10037 16069.6 18342.7 24711.5 8555.04000000001 9000 9532.42000000001 17268 11488.8
+CHCHD3 431.796 1183.73 1017.33 473.276 918.202 1231.45 1337.75 1013.82 1243.13 1235.16 696.565 1847.09 620.475 1125.59 1488.65 508.788 1469.88 705.568 1761.33 753.448
+CHCHD4 164.265 474.299 293.29 150.271 424.731 235.86 224.617 219.287 339.324 286.956 367.685 922.33 295.249 278.019 322.451 354.302 325.301 279.176 450.082 361.638
+CHCHD5 601.345 248.826 300.4 368.706 827.108 451.665 463.324 319.921 366.279 509.747 468.829 544.903 661.199 313.544 597.071 598.52 374.386 495.042 400.282 515.086
+CHCHD6 247.839 308.817 300.992 175.058 142.508 235.86 144.633 220.307 277.484 122.981 407.761 526.092 265.837 159.861 317.614 380.204 219.545 196.034 289.875 195.69
+CHCHD7 366.955 346.262 446.749 491.092 585.123 264.741 610.029 184.949 385.307 346.218 508.27 633.495 219.457 364.128 489.587 282.146 414.101 443.936 391.825 504.31
+CHCHD8 2024.5 738.827 946.23 1037.96 1740.28 2535.9 839.204 857.77 1601.48 1979.28 1470.74 1425.36 3584.84 673.81 1341.39 1125.81 1021.87 1254 1329.57 936.637999999999
+CHD1 680.115 81.734 757.221 1044.93 447.085 463.698 453.377 571.847 616.279 863.54 848.601 404.126 320.136 696.592 550.316 547.641 720.66 428.68 694.386 510.345
+CHD1L 467.339 839.082 380.388 536.793 286.135 371.039 595.524 250.905 354.123 1805.5 358.142 434.466 269.796 295.781 242.913 150.786 288.264 442.41 290.345 640.948
+CHD2 1839.1 1708.76 1487.78 2851.28 1141.74 987.164 1556.57 1292.26 1623.15 1444.13 1704.83 1081.31 936.652 1457.28 1111.38 1212.77 1316.82 2416.48 1650.93 1082.33
+CHD3 2539.39 2272.04 2316.1 3760.65 2399.17 2562.37 2582.26 3847.22 1417.02 1157.62 3229.01 3637.14 1270.93 1494.74 2344.75 1677.15 1683.62 1900.84 1976.98 1796.55
+CHD4 4156.63 7746.04 7472.64 5743.08 4624.65 3412.93 5411.95 5927.34 7447.86 4441.81 6267.7 6656.35 4880.79 3533.9 5727.93 7563.08 4471.35 5471.12 9331.94000000001 4236
+CHD5 45.1489 130.855 4.74 158.017 0.5589 1.6045 3.7298 91.7947 13.2135 0.8912 4.4529 1.8204 36.1991 9.2673 19.8845 2.7752 5.801 6.1022 0.9396 2.5862
+CHD6 731.508 2051 1023.85 1278.85 553.268 598.075 526.73 1662.16 705.074 643.422 1247.46 1142.6 588.235 1588.96 838.909 1381.13 1309.68 849.733 708.48 1338.79
+CHD7 126.321 153 81.7657 381.1 545.444 28.4797 107.75 112.873 125.793 920.129 398.855 144.417 13.009 67.188 75.7759 101.758 93.2619 188.406 83.1572 11.2069
+CHD8 1021.61 1548.11 1954.08 1604.96 635.42 792.619 1073.77 2761.32 1476.74 1400.47 1447.2 720.874 1529.98 763.008 1106.54 1072.16 1484.16 704.043 1617.1 1979.74
+CHD9 817.963 1723.26 1537.55 1934.16 475.587 613.317 624.534 1311.64 798.626000000001 706.695 933.841999999999 820.995 501.131 1566.56 735.725 1029.6 1150.83 938.215 674.654 987.5
+CHDH 15.8501 130.855 20.1452 66.615 17.3246 0.4011 12.8471 0.68 19.556 12.0307 10.1781 1401.09 1.1312 42.8613 1.6123 12.951 32.1285 2.2883 55.4381 0.8621
+CHEK1 85.4947 125.218 73.4706 118.513 120.713 462.094 196.022 47.9372 252.114 470.981 122.773 89.8058 328.054 97.3067 93.5107 135.06 224.9 104.5 65.774 408.621
+CHEK2 196.926 99.8523 879.277 230.829 177.158 601.685 582.677 57.4567 533.298 622.034 109.415 52.1845 735.86 403.9 1880.42 131.36 484.159 269.26 209.537 314.224
+CHERP 1506.96 1238.41 2446.44 2390.43 1419.45 1775.66 1371.79 2878.17 2349.2 1031.31 2114.52 1328.62 1608.17 2165.58 2516.26 1768.91 2663.03 1813.84 1246.26 1757.18
+CHFR 585.495 839.082 409.421 1208.37 510.236 637.385 1250.73 698.319 447.674 509.747 800.891 544.296 500.566 291.148 749.698 458.834 465.417 594.966 432.229 481.897
+CHGA 27.3775 25.3657 24.2927 7.7459 1.1177 0 0 0.34 13.7421 0 4.4529 16.9903 9.0498 3.4752 3.2245 0.9251 20.5266 2.2883 8.9265 2.1552
+CHGB 10147.9 793.182 10926.4 2635.94 1083.06 3492.18 122.254 8120.77 2288.58 783.781 45320.6 7646.84 47420.2 7704.6 905.011 23415.4 1895.14 50627 880.902 51.2931
+CHI3L1 1.9212 64.0182 0.5925 0 0.5589 0.4011 1048.07 1.0199 18.4989 914.337 1.2723 7.8883 3.3937 2.3168 3.7619 862.165 5.3548 24.4088 9.8661 1.7241
+CHI3L2 0.4803 0.4026 338.32 3.0984 4.4709 0 211.355 1.0199 23.2558 228.584 0.6361 323.422 1.6968 0.7723 39.7689 179.464 2.2311 2.2883 29.5983 0.431
+CHIA 0 0 0 0 0 2.0056 0 0.68 0 0 0.6361 0.6068 0.5656 0 0 0 0 0.7628 9.3963 0
+CHIC1 618.156 713.461 828.914 506.584 287.252 255.515 299.213 890.748 389.006 184.917 900.127 907.766999999999 188.914 909.354 377.805 1252.54 481.481 1138.06 1531.6 351.724
+CHIC2 146.494 196.081 129.759 245.546 268.251 281.588 361.79 265.865 258.457 181.352 170.483 117.112 248.869 406.989 244.525 226.642 428.826 214.34 138.595 347.845
+CHID1 1811.72 2373.91 2703.6 1780.79 4346.79 4944.65 3671.36 2031.72 1546.51 2204.75 2311.7 1666.87 2434.39 2618.4 1582.7 3007.4 1433.73 2558.35 1729.86 2071.12
+CHIT1 43.2277 107.1 34.9578 0 5.0297 1.6045 90.344 0 49.1543 7.5749 15.2672 10.9223 4.5249 1.9307 9.1361 1.8501 6.6934 0.7628 12.2152 0.431
+CHKA 1184.92 793.585 449.711 2564.68 1039.47 1889.69 688.769 1267.79 1162.79 716.498 859.415 683.252 2464.93 699.681 604.058 450.509 691.655 1073.23 881.842 991.810000000001
+CHKB 410.336 353.993 193.915 276.53 397.459 129.543 259.78 89.7072 137.019 781.326 129.173 98.5498 322.2 96.7082 110.262 114.44 185.404 303.013 358.276 459.172
+CHKB-CPT1B 472.142 141.919 237.885 992.006 351.426 118.227 237.319 103.028 203.816 474.332 157.602 190.182 29.0441 234.208 107.526 113.941 374.056 766.201 68.7996 222.06
+CHL1 1031.22 107.502 4.1475 6.9713 0.5589 0 5.3875 1425.88 2.6427 558.761 0.6361 0 30.543 678.83 3.2245 53.654 3348.51 7.6278 4.2283 8163.36
+CHM 147.454 1100.79 698.563 411.309 239.191 469.314 376.709 368.539 872.622 290.52 410.305 695.995 209.276 623.999 480.451 523.589 524.319 459.192 944.797 779.31
+CHML 364.073 1892.36 161.161 173.509 63.7097 95.8684 24.4509 317.541 85.6237 411.273 229.644 535.194 468.891 284.197 452.506 293.247 403.391 836.766 170.073 972.845
+CHMP1A 2520.17 2278.08 3402.16 4473.28 2096.83 1898.52 3765.44 2970.41 3109.94 3064.28 3129.77 3062.5 2533.37 3064.77 3659.28 3700.28 4112 2348.59 1575.29 2012.07
+CHMP1B 1052.35 1460.74 1628.8 1619.67 997.558999999999 847.974 2900.95 3386.88 1449.79 1242.29 1174.3 1780.34 815.611 2428.81 1259.71 1805.74 1444 1826.09 1611.93 2033.19
+CHMP2A 4234.87 1964.84 5154.79 7587.14 4631.25 4148.82 2151.26 4977.99 4644.82 1458.39 6454.83 4604.37 5358.6 4586.16 4870.62 7852.91 4361.45 7318.84 2805.26 2654.74
+CHMP2B 706.532 1366.93 654.125 381.875 621.449 403.129 679.652 689.82 487.315 249.527 631.043 1765.17 390.837 664.157 740.562 987.049 516.287 444.699 1157.62 590.948
+CHMP4A 999.433 788.636 1415.68 1226.82 1041.07 725.696 1007.29 1833.05 1794.2 1433.82 1355.89 942.136 1954.24 632.432 2150.79 815.513 1260.67 842.136000000001 1607.58 978.345
+CHMP4B 4434.2 4427.32 3153.31 2432.22 5919.41 2707.18 4938.25 6087.69 3421.78 4283.84 6068.7 5287.01 5977.38 5881.65 4371.36 7443.11 5381.97 6518.69 3540.99 5713.36
+CHMP4C 266.571 521.809 21.9227 70.488 388.964 239.069 2.4865 246.826 105.708 130.11 360.051 280.34 141.403 515.88 11.8232 253.469 42.838 183.066 270.143 307.759
+CHMP5 1418.52 1347.93 1119.13 1015.3 2070.95 1896.39 1410.17 743.85 2236.84 1921.21 1079.54 3025.98 1343.72 1878.27 3078.37 1787.03 1057.66 959.207 1703.39 1143.9
+CHMP6 650.817 464.635 519.627 787.761 928.261000000001 559.567 1363.03 675.201 665.962 477.665 541.349 1049.76 954.186 543.682 361.682 858.464 481.928 329.519 567.066 621.121
+CHMP7 1466.38 853.173999999999 1218.78 1100.7 1062.95 1518.65 1525.9 2384.28 755.285 687.98 1389.31 1979.37 1537.33 1333.72 888.889 1167.44 741.187 1775.74 1377.03 1379.31
+CHN1 2028.82 1290.83 290.327 124.71 977.439999999999 1311.27 1312.89 540.569 235.729 521.332 297.074 397.452 907.805 1034.46 586.86 751.156 2028.11 598.78 389.006 1865.95
+CHN2 29.2988 9.6631 68.1381 21.6886 649.95 173.285 64.2354 68.676 104.651 29.8541 57.2519 89.8058 91.629 160.633 212.817 62.9047 440.428 149.504 870.566 126.724
+CHODL 12.0077 0.4026 3.555 16.2665 3.912 18.4517 2.0721 4.4197 2.6427 0 3.1807 6.6748 1.1312 3.0891 6.9864 27.7521 1.3387 9.9161 11.2755 2.5862
+CHORDC1 750.24 278.218 357.28 458.559 328.608 289.611 230.004 192.089 263.214 1300.66 725.191 157.16 120.475 298.484 261.722 440.333 376.618 1282.99 475.452 368.966
+CHP 3839.58 2294.59 4036.74 1917.12 3059.74 7658.64 1859.51 3203.63 5998.94 3289.29 4162.85 2804.61 5230.2 4095.38 5208.11 2883.44 2194.56 3634.63 5983.09 4133.62
+CHP2 1.9212 8.8579 0.5925 62.7421 11.736 53.3494 0 6.7996 15.3277 0 0.6361 38.835 1.1312 0 1.6123 0 0 0 41.3437 0
+CHPF2 2322.77 5831.3 4542.73 10708 2909.97 2706.78 5646.91 4720.97 5241.01 2382.09 2718.83 2295.51 2218.33 6016.02 2784.9 3066.61 2726.91 4688.02 4581.63 1210.78
+CHPF 6483.67 3736.81 6077.32 5930.29 4750.84 3776.92 9423.12 3326.03 18757.9 3021.05 5722.65 1962.38 4860.86 5556.13 5934.7 12398.7 4691.66 9670.48 4581.63 4039.22
+CHPT1 1433.24 2303.05 1545.85 767.947 7326.05 2391.9 936.888 1971.55 1464.06 981.446000000001 2090.33 3187.62 2573.53 2653.15 2660.67 7124.88 1900.04 1641.49 3453.14 4303.88
+CHRAC1 1417.39 574.554 536.217 1350.12 512.472 345.768 924.161 1182.45 715.645 2421.74 928.753 771.845 416.855 892.364 453.043 734.505 1228.02 913.806 477.332 884.052
+CHRD 1627.76 290.699 137.461 52.6723 21.7954 44.1235 61.3344 341 63.9535 9.8028 31.1705 46.1165 47.5113 120.475 11.2858 91.5819 756.805 88.4821 17.8529 179.741
+CHRDL1 0 27.3789 0.5925 2.3238 0 6.418 1.2433 0 1.5856 1.3367 98.6005 7.2816 0.5656 2.3168 10.7484 34.2276 22.7577 30.5111 3.2887 2.5862
+CHRDL2 0 2.0132 22.5152 10.8443 0 0 209.283 0.34 4.2283 402.362 0 0 4.5249 1.9307 0 0 0 3.8139 0.4698 0.8621
+CHRFAM7A 37.9443 38.5599 90.0607 127.839 9.5006 1726.84 9.6643 137.352 72.4101 12.0307 4.4529 61.2864 1511.16 62.5543 2542.11 102.683 406.796 7.4523 148.931 2080.6
+CHRM1 0 0.8053 2.37 0 0 0 0.4144 0 0 0 0 0.6068 1.1312 0 0.5374 0.9251 0 0 0.4698 0
+CHRM2 0 0.4026 9.4801 5.4222 0 0 0 1.3599 3.6998 0 3.8168 0.6068 0 2.3168 0 0 22.7577 0.7628 21.1416 0
+CHRM3 6.7243 12.8842 4.74 3.0984 0 18.8528 71.2806 18.019 4.2283 0.4456 22.9008 14.5631 15.8371 3.0891 20.9593 12.0259 4.9085 5.3394 7.9868 3.0172
+CHRM4 0 2.4158 1.185 3.0984 0.5589 0 10.3605 2.3799 4.2283 7.1293 2.5445 10.9223 32.2398 1.1584 1.6123 0.9251 7.5859 1.5256 1.4094 2.1552
+CHRM5 0.4803 0.4026 0.5925 0.7746 2.2354 1.6045 1.2433 0 0.5285 0.8912 0.6361 3.6408 0 0.7723 1.6123 0 2.6774 0.7628 0.9396 0.8621
+CHRNA10 12.9683 0.8053 7.7026 45.701 2.7943 14.0393 14.0903 3.7398 15.8562 12.9219 27.3537 6.068 19.7964 10.8119 4.2993 12.0259 22.7577 28.2227 9.3963 16.3793
+CHRNA1 0.4803 0.8053 0 0 1.1177 1.2034 534.604 0 0 2.6735 0 0.6068 1.1312 0.3861 0.5374 0 0 0 1.4094 0
+CHRNA2 3.8425 4.4289 215.672 1.5492 13.4126 0 0.8288 1.0199 82.981 0 3.8168 1.2136 46.9457 4.6337 3.2245 0 2.2311 9.9161 31.9474 18.9655
+CHRNA3 193.564 4.0263 48.5854 60.4183 1.1177 2.0056 65.0642 78.1955 11.0994 5.347 32.4427 2.4272 10.7466 6.5643 3.2245 5.5504 226.685 6.865 15.5039 13.3621
+CHRNA4 144.572 1464.77 13.6276 177.382 1.1177 43.3213 18.649 1078.42 2.1142 0 6.9975 2.4272 95.5882 32.4356 6.9864 0 1124.94 6.865 160.677 9.0517
+CHRNA5 93.1796 6.4421 16.5901 29.4345 15.0891 20.8584 105.678 25.4985 39.1121 233.04 78.2443 3.6408 148.756 18.5346 9.1361 24.0518 88.7996 67.8871 55.9079 165.948
+CHRNA6 0 2.8184 1.7775 0.7746 8.9417 0 1.2433 0 10.0423 0.4456 61.0687 2.4272 0 1.9307 0 0 0 8.3905 20.202 1.2931
+CHRNA7 4.8031 1.6105 26.0702 17.8156 0 730.846 0 33.658 18.4989 0.4456 0 4.8544 289.593 12.7425 866.855 8.3256 107.987 1.5256 51.2098 653.017
+CHRNA9 0 0 0 0 0 0 2.4865 0 0 524.451 2.5445 0 0 0 0 0 0 0.7628 0 0
+CHRNB1 411.143 747.781 828.322 480.248 1043.26 868.432 247.41 413.076 353.065 119.862 380.407 1242.15 513.009 791.551 358.995 795.56 281.125 444.699 507.4 890.073
+CHRNB2 1.4409 9.2605 4.1475 6.1967 1.1177 0.8022 2.0721 0.68 4.7569 8.4661 1.2723 13.3495 3.9593 10.0396 7.5238 14.8011 8.9246 303.585 1.8793 3.8793
+CHRNB3 0 0.4026 0 0 2.7943 0 0 0 0 0 0 0 0 0.3861 0.5374 0 0 0 0 0
+CHRNB4 68.2037 34.6262 7.1101 6.9713 105.624 15.2427 0 92.8146 9.5137 0.8912 60.4326 3.034 20.362 17.3762 0 1.8501 47.3003 25.9344 9.3963 28.8793
+CHRND 0.9606 3.221 4.1475 0.7746 0 0 0 1.6999 1.5856 0 0 0.6068 0 2.3168 0.5374 0 1.3387 0 50.2701 0
+CHRNE 9.6206 4.9886 7.7677 31.2936 10.5903 2.2583 34.0696 2.679 8.9958 5.5297 2.1565 10.1274 34.3665 1.7646 5.0732 13.58 4.199 13.3028 5.8398 6.7586
+CHRNG 0 0 0.5925 2.3238 0 0.4011 0 0 1.0571 0 0 1.8204 0 0 1.6123 0 0.4462 0 0 0.431
+CHST10 388.088 415.112 228.707 326.878 210.13 917.77 445.918 535.809 80.8668 445.138 308.524 353.155 2179.3 602.375 330.512 602.22 620.259 333.333 261.687 662.5
+CHST11 296.83 1228.83 321.138 714.175 338.108 313.678 335.682 470.193 708.245 395.232 1050.25 201.456 342.76 327.445 264.947 298.797 150.826 528.604 495.654 164.224
+CHST12 663.785 412.696 411.198 703.331 506.883 290.814 1432.66 447.414 637.421 569.455 445.929 583.738 433.258 745.632 372.43 1262.72 665.328 768.116 568.945 469.397
+CHST13 2.4015 9.2605 40.2903 6.9713 77.1222 1.2034 24.8653 2.0399 8.4567 22.2792 5.7252 23.0583 9.6154 7.7228 4.2993 18.5014 2.2311 4.5767 86.4459 2.1552
+CHST14 1177.71 585.425 169.456 493.416 273.281 317.288 946.54 513.37 466.702 1240.06 356.234 325.243 776.584 359.494 123.069 1472.71 423.472 791.762 333.568 348.276
+CHST15 88.8569 309.22 85.9132 199.071 228.572 241.075 1138.83 206.028 58.6681 3018.83 201.018 173.544 88.8009 98.4651 113.395 229.417 89.2459 216.629 168.194 19.3966
+CHST1 45.6292 217.018 1107.39 142.525 35.7668 61.3718 379.61 2353 94.0803 20.4968 60.4326 72.2087 88.8009 271.841 59.6534 48.1036 884.427 584.287 32.4172 21.1207
+CHST2 153.218 147.765 168.864 198.296 162.627 161.251 8507.66999999999 661.601 240.486 779.77 300.255 169.903 256.222 147.118 114.47 258.094 277.108 191.457 132.958 47.8448
+CHST3 939.001 3610.79 1270.92 1194.42 4022.65 2667.47 1259.84 907.067 876.85 711.151 936.387 982.403 552.602 1046.43 1927.72 790.934 479.25 732.265 1488.37 1745.69
+CHST4 0.9606 20.5341 229.892 51.8978 2.2354 1.2034 2.4865 1.3599 8.4567 1.7823 55.3435 71.6019 29.4118 124.336 7.5238 72.1554 0.8925 48.8177 232.558 2.5862
+CHST5 3.3622 0.8173 45.7888 113.323 3.3531 8.8488 9.5524 39.4785 56.7178 0.8912 84.0903 17.6456 7.3756 61.4654 31.7775 48.1684 39.0228 82.5324 8.4614 5.6207
+CHST6 10.0865 106.697 31.4028 321.456 78.7988 6.8191 199.751 3.7398 202.431 480.339 166.03 720.874 1.6968 31.6633 46.2179 24.9769 84.3373 239.512 55.9079 0.8621
+CHST7 97.0221 70.0577 71.6931 123.16 70.4159 66.1853 403.647 117.633 229.387 137.685 147.583 155.34 49.7738 87.2671 60.7282 209.066 88.3534 86.9565 66.2438 15.0862
+CHST8 4.3228 0.8053 998.371 328.428 3.3531 1.6045 0 20.0588 441.332 0.8912 1.9084 1.2136 6.7873 138.237 3272.87 51.8039 144.578 0.7628 140.005 0
+CHST9 20.1729 1.6105 37.9203 3.873 0 6.8191 0 31.2782 58.6681 0 3.1807 0 6.2217 73.7523 42.456 11.1008 141.901 10.6789 15.5039 0
+CHSY1 1560.04 6609.98 2121.76 4498.06 1828.02 2364.62 1689.6 3791.8 4724.63 2319.26 2558.52 409.587 1465.5 1642.24 2924.09 1116.56 3503.79 1432.49 1424.48 3307.33
+CHSY3 5.7637 9.6631 15.4051 11.6189 10.6183 14.4404 62.1633 13.9392 26.9556 10.2484 6.9975 33.3738 7.9186 26.6435 100.497 22.2017 24.5426 16.0183 17.8529 3.4483
+CHTF18 446.206 206.952 360.243 2209.91 107.3 579.222 385.412 418.856 990.486 328.84 706.107 176.578 423.077 424.365 543.329 155.412 747.434 562.166 122.622 498.707
+CHTF8 496.158 1630.65 1336.1 800.155 1940.91 1453.67 1742.64 1316.91 2175.48 2221.22 1338.42 1812.5 1619.91 1795.15 2064.76 1015.73 2004.46 1218.92 2099.13 1618.53
+CHUK 470.221 1234.06 443.194 433.772 677.334 1253.51 487.36 472.233 481.501 488.359 400.127 634.709 550.905 484.603 429.397 379.278 323.516 486.651 544.045 1196.55
+CHURC1 806.374 1505.62 3540.9 1789.31 753.808 549.687 836.668 1862.75 1956.06 1077.53 800.21 896.135 1535.21 1079.54 1541.49 1039.87 2269.42 661.205 1747.74 758.091
+CIAO1 4353.99 2432.29 3378.46 3381.87 2724.99 4766.95 2157.89 3731.28 2363.11 2535.37 3091.6 2091.63 4248.3 2740.42 3318.55 2754.86 2769.3 3172.39 2859.29 2895.26
+CIAPIN1 690.682 750.1 2034.66 1089.85 1392.11 1213.8 1153.75 1278.67 1726.22 1319.37 1369.59 1906.55 3386.31 2093.25 2849.93 1386.68 2535.92 1799.39 1358.7 1260.78
+CIB1 6140.25 1818.28 4269 2529.82 4118.77 3633.77 2265.64 3662.95 7330.87 6488.58 5576.34 3381.67 2912.9 3714.64 4905.01 3395.93 9142.35 10939.7 6614.52 1735.34
+CIB2 17.2911 64.8235 216.857 267.235 376.669 186.522 13.6759 36.3779 468.816 260.666 551.527 40.6553 40.724 36.6831 61.803 157.262 40.6069 345.538 1331.92 59.4828
+CIB3 0 0 0 0 0 0 0.8288 0 0 0 0 0 0 0 0.5374 0 0 0 0 0
+CIB4 8.6455 29.7946 74.0631 59.6437 6.1474 213.799 0 10.5394 4.7569 0 3.1807 5.4612 63.3484 59.8513 36.007 7.4006 26.3275 68.6499 19.7322 174.569
+CIC 2544.19 2962.55 4234.04 2979.86 952.291999999999 2893.7 1460.84 3552.45 2189.75 1345.66 2012.72 1471.48 2854.07 1748.82 2397.42 1331.17 2267.74 1808.54 1299.98 2983.19
+CIDEA 0.4803 0.4026 50.9554 12.3935 0 34.0955 0.8288 2.3799 9.5137 0 0 0 64.4796 11.198 23.109 0 141.008 0.7628 5.6378 48.7069
+CIDEB 1264.5 404.43 1321.58 232.432 699.325 1488.93 203.514 1120.92 710.433 187.51 149.523 95.9405 3961.91 215.175 1155.02 128.233 1138.73 544.63 1197.57 1453.29
+CIDEC 7.2046 2.8184 26.0702 39.5043 14.5973 0.8022 7.4596 1.7271 5.2854 0.4456 6.7621 2.4272 5.181 3.537 5.3742 14.2646 0 3.3257 2.3491 0.4871
+CIDECP 187.32 253.255 123.241 218.435 153.619 99.4785 245.752 94.1473 130.55 93.1269 121.737 359.83 161.109 124.661 197.232 231.804 95.9393 111.091 116.984 141.754
+CIITA 71.0855 57.9788 32.5878 74.361 120.154 42.9202 414.836 27.5384 26.4271 827.448 66.1578 246.359 84.276 28.5742 35.4696 103.608 84.7836 414.188 32.4172 1.2931
+CILP2 3.3622 485.17 7.7026 432.998 0 22.4629 422.71 1425.54 38.5835 24.0615 27.9898 9.1019 194.005 314.316 42.9934 0.9251 492.191 9.1533 20.6718 3224.14
+CILP 5.2834 4.0263 24.8852 61.1929 12.8537 13.2371 67300.0000000001 38.7577 61.3108 1.7823 29.8982 3.6408 44.6833 7.7228 5.3742 7.4006 7.1397 28.2227 14.5642 4.7414
+CINP 832.853 380.888 673.086 1130.91 429.202 856.398 746.374 478.692 798.626000000001 901.86 639.313 515.17 908.371 340.573 875.991 876.966 680.053 565.98 1261.92 278.017
+CIR1 701.249 411.086 668.938 821.069 1086.42 790.614 661.417 739.457 763.742 983.402 1104.33 657.767 774.321 827.879 884.052 1186.86 666.667 819.222 612.168 489.655
+CIRBP 11915 5839.35 14016.9 17905.5 8947.85 7111.11 3143.39 11749 10217.8 2005.12 14079.5 8199.03 12822.4 8983.49 10517.8 12253.5 10768.4 8550.72 8105.71 8992.67
+CIRH1A 633.525 620.856 1180.86 611.929 695.218 440.834 891.007 787.054 991.015 1813.97 668.575 886.529 691.177 1082.73 1260.78 549.491 1230.25 900.839 587.738 963.792999999999
+CISD1 585.975 609.985 853.207 268.784 1083.06 910.951 518.856 714.638 464.059 664.365 734.733 2729.98 1165.72 557.583 598.683 594.82 635.431 599.542 778.013 745.259
+CISD2 296.83 529.862 699.748 704.105 828.226 1023.67 835.06 753.736 1001.59 966.915 744.911 962.378999999999 1172.51 1088.14 671.772 862.165 686.301 1331.05 2317.59 806.897
+CISD3 1622.66 615.976 607.424 806.073 1087.52 1054.56 1309.83 1000.77 932.437 1799.18 1228.58 2602.23 1808.17 846.391 814.725 1320.12 895.898999999999 1156.45 1273.74 894.138
+CISH 55.7157 90.5918 17.7751 120.837 402.377 12.0337 368.421 16.3191 349.366 175.114 858.143 1475.12 26.0181 86.4948 20.4219 1078.63 104.864 367.658 412.967 25.431
+CIT 152.738 1758.29 4149.31 3610.38 871.816 3778.98 555.325 1011.44 2259.51 913.446 725.191 191.748 2225.68 3078.29 6004.03 610.546 1707.27 636.918 2607 3455.17
+CITED1 26.8972 10.871 154.644 92.1766 7.824 41.3157 41.4422 62.8963 63.4249 3.1191 34.3511 11.5291 35.0679 93.4453 139.729 7.4006 107.541 32.7994 61.0759 12.5
+CITED2 561.479 155.818 1067.1 194.423 7972.65 1959.49 3155.82 369.899 1798.63 262.894 1162.85 2318.57 1295.25 1012.07 1524.12 2180.39 273.092 905.416 1877.85 2248.28
+CITED4 310.279 240.773 148.719 4104.57 175.481 164.059 48.4874 295.443 280.127 271.806 318.702 14.5631 427.036 367.989 63.9527 49.0287 122.267 1183.83 66.2438 173.276
+CIZ1 1155.62 2665.41 1581.4 1704.11 1349.08 2459.29 2940.32 2175.19 2531.71 1882.14 1122.14 2518.81 2315.61 2089 2841.33 1274.75 2673.36 1116.7 811.37 1331.9
+CKAP2 271.374 523.822 190.194 391.17 144.185 681.107 401.16 453.874 692.389 768.185 375.318 247.573 428.167 293.465 527.207 154.487 601.963 279.176 825.934 1465.95
+CKAP2L 6.244 85.3576 41.4753 65.0658 1.6766 329.723 147.534 32.6381 199.26 258.438 55.3435 13.3495 144.231 10.8119 146.715 6.4755 91.9232 28.9855 36.1757 581.034
+CKAP4 3047.07 8842.96999999999 5589.69 4998.45 2215.31 4726.43 17358.1 2563.45 6188.69 2245.29 4110.69 3626.82 3567.87 4598.51 9353.22 10085.1 5161.09 2916.86 4530.89 2499.57
+CKAP5 3120.56 3593.88 2798.99 2446.94 2471.82 4923.79 1896.81 2784.44 2432.35 3213.55 1927.48 2687.5 1994.91 3337.77 1810.56 2222.02 2020.08 2104.5 2928.35 3843.53
+CKB 4144.09 542.746 242.927 4499.61 1279.78 403.129 228.346 592.586 1893.23 1392.45 1294.53 4046.72 8460.97 296.554 177.885 1788.16 1599.73 913.806 1398.64 1345.69
+CKLF 256.004 484.767 317.583 677.769 423.055 493.382 537.505 615.704 449.789 884.928 448.473 518.811 1242.08 1019.02 651.35 447.734 1124.94 552.25 217.994 531.897
+CKM 0.4803 3.221 0.5925 1.5492 0.5589 2.8079 4.9731 0 7.9281 4.9014 2.5445 0.6068 0 0 0.5374 2.7752 1.7849 3.0511 1.4094 0.431
+CKMT1A 15.8501 4.0263 1.185 68.1642 80.4754 0 0.8288 6.1196 39.6406 35.6467 143.766 113.471 2.8281 91.1285 1.0748 5.5504 77.1977 125.858 131.548 46.1207
+CKMT1B 18.2517 21.742 3.555 272.657 400.7 12.4348 0.8288 24.4786 76.1099 50.3509 347.964 981.189 6.7873 177.237 18.8096 8.3256 70.058 109.077 704.722 53.0172
+CKMT2 131.124 415.515 1282.77 432.223 298.43 111.913 1.2433 559.268 458.245 2.2279 1268.45 3032.16 1351.81 745.246 231.09 284.921 504.239 785.66 3135.07 831.897
+CKS1B 415.466 661.924 173.011 117.738 331.402 1123.55 896.394 552.468 783.827 2614.24 298.982 313.107 1424.21 228.207 474.54 182.239 515.841 393.593 393.235 1162.93
+CKS2 1226.22 457.791 394.016 6260.26 559.974 3271.56 953.998999999999 2285.69 2415.43 1718.17 1818.07 523.058 1653.28 2047.69 1862.15 365.402 3066.93 1579.71 788.818 2123.28
+CLASP1 2311.24 1192.19 1199.23 1676.22 1420.05 1466.51 1042.27 1906.61 913.848 1031.08 1746.82 578.277 1190.61 902.018 613.194 1279.37 778.67 1211.29 833.451 2013.79
+CLASP2 2463.5 3385.72 527.329 634.392 813.136 713.598 592.209 951.265 451.903 274.925 597.964 1446.6 426.471 732.503 555.69 808.511 585.453 708.619 872.915 1447.84
+CLC 0.9606 0 1.7775 0.7746 0 1.2034 0 0 10.5708 0 2.5445 0 19.7964 2.3168 30.0954 0 3.1236 0.7628 12.2152 0
+CLCA1 0 0 0.5925 0 0 0 0.8288 0 0.5285 0.4456 0 0 0 0 0 0 0 0 5.168 0
+CLCA2 0 0 13.6276 0 3.3531 0 20.3067 0.68 3.6998 3138.24 3.1807 3.034 0 0.7723 7.5238 4.6253 0.4462 0.7628 0.4698 0.431
+CLCA3P 0 0 0 0 0 0 0.4144 0 0.5285 0.8912 0 0 0 0 1.0748 0 0 0 0 0
+CLCA4 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0.9396 0
+CLCC1 1162.21 928.115 950.798 927.776999999999 1036.57 1157.4 440.046 951.764 1143.2 1394.13 1024.63 686.936 653.869 909.736 1649.02 947.197 880.473000000001 819.581 852.041 766.802
+CLCF1 6.7243 22.9499 3.555 48.0248 1.6766 4.8135 204.31 2.7198 9.5137 685.753 7.6336 287.015 2.8281 5.0198 6.449 121.184 13.8331 19.0694 4.6981 10.7759
+CLCN1 0 0 0 3.0984 0 0.4011 5.8019 0 0 2.2279 0 0 0 0 0 0 0 0 0 0
+CLCN2 946.686 741.242 135.091 1063.52 1573.18 781.388 67.1363 696.96 369.979 155.063 197.837 381.068 768.1 171.445 186.484 109.158 947.345 163.997 451.022 392.672
+CLCN3 515.85 3006.84 971.708 495.74 657.216 1195.75 716.535 1427.24 987.315 277.598 564.249 1325.85 463.801 1963.9 935.107 1006.48 410.085 615.561 1722.34 876.724
+CLCN4 421.71 1275.13 296.252 309.063 305.136 310.469 881.475 1004.98 392.178 63.2728 615.776 777.306 220.023 1017.09 234.851 732.655 589.915 1035.85 1382.66 306.466
+CLCN5 542.267 835.861 2416.83 666.925 139.155 972.322 725.238 1052.92 933.404 79.3138 1121.5 482.403 267.534 1090.84 347.172 804.81 900.491 617.086 1315.95 477.586
+CLCN6 1300.67 1050.46 444.379 390.395 998.118 786.602 519.685 564.027 588.795 610.894 340.967 509.709 537.896 316.247 342.873 232.192 368.139 398.169 635.659 858.19
+CLCN7 5387.61 5739.5 4487.04 6427.58 3207.84 2786.6 5462.91 4591.77 4313.95 2038.1 3079.52 5430.83 2868.21 7458.25 4152.63 5101.76 4765.73 3508.01 4100.07 1536.64
+CLCNKA 39.3852 161.857 52.1404 83.6561 17.8834 18.8528 0 2.7198 520.613 2.6735 71.2468 163.835 14.7059 7.3366 29.558 8.3256 51.3164 109.84 272.962 43.5345
+CLCNKB 27.3775 29.7946 137.461 124.71 24.0308 16.0449 0.8288 1.0199 582.981 5.347 248.728 350.121 1.6968 61.3959 427.247 31.4524 88.7996 19.0694 155.509 6.4655
+CLDN10 0.6004 0.8334 0 6.5608 0 0 1.4753 0.4318 0 1417.54 0 0 0 0.8379 0 0 0.5756 0 0.4698 1.0259
+CLDN11 10.5668 108.71 3.4425 17.0411 3.3531 10.4292 53.4604 7.1396 27.3573 22.7247 10.1781 12.1359 5.0905 16.6039 23.6464 148.011 9.817 12.2044 22.0813 5.6034
+CLDN12 1095.58 2458.46 2533.55 915.568999999999 1182.54 1288.41 1389.14 2631.09 1789.64 649.66 968.193 1641.99 660.068 1678.93 1666.53 1532.12 2071.4 1536.23 3194.74 2711.64
+CLDN14 2.4015 8.8579 162.346 1.5492 0 4.4124 4.1442 0.34 15.3277 1.7823 6.9975 1.2136 24.3213 3.4752 8.0613 0 4.0161 3.8139 42.2833 0.431
+CLDN15 156.1 210.576 433.714 766.847 192.247 213.398 569.001 332.841 474.101 49.0141 204.835 182.646 74.6606 215.079 526.132 172.988 608.211 229.596 90.2044 144.828
+CLDN16 0.4803 6.0395 8.2951 4.6476 2.7943 1.6045 0 1.6999 3.6998 0 0.6361 3.034 0 8.1089 1.0748 4.6253 4.9085 0 16.9133 6.8966
+CLDN17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CLDN18 5.7637 2.8184 1.185 0 0 0 4.1442 0 0 8.4661 0.6361 0.6068 0 0 0 0 0 1.5256 0 0.8621
+CLDN1 326.609 7420.08 3485.71 1979.86 889.7 1134.78 91.5872 135.992 2228.33 2164.64 912.849999999999 1690.53 325.226 2414.13 293.967 339.5 5259.26 605.644 1352.13 3366.38
+CLDN19 0.9606 41.4709 80.5807 0 0 5.2146 0.4144 0 0 0 0 0.6068 1.1312 5.4059 0.5374 0 9.817 9.1533 0 0
+CLDN20 0.9606 0.4026 0 1.5492 1.1177 0.4011 2.4865 0 0.5285 0 0 0.6068 0 1.9307 0 0.9251 1.3387 0 0 0.8621
+CLDN22 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CLDN23 35.0624 49.5235 44.4379 527.498 78.2399 158.042 36.8835 113.553 77.6956 122.981 346.056 151.699 105.769 55.2177 100.497 356.152 207.05 66.3616 34.2965 60.7759
+CLDN25 0 0.4026 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CLDN2 12.488 142.664 302.711 183.579 3.3531 3.209 2.0721 98.1319 10.1744 2.2279 44.5293 32.2573 1.2104 273.243 5.3742 58.2794 268.286 1.7925 7.0472 44.8276
+CLDN3 22.5744 9.2605 486.447 181.255 0.5589 5.2146 0.4144 0.68 140.592 27.6262 61.0687 10.9223 93.3258 200.792 0 23.1267 211.513 3.0511 54.9683 90.0862
+CLDN4 29.7791 78.1103 617.39 42.6026 8.3829 34.8977 36.8835 18.6989 948.203 811.852 23.5369 32.1602 6.2217 72.5939 80.6127 19.4265 202.588 20.595 909.091 56.4655
+CLDN5 546.11 425.983 167.679 593.338 1226.69 121.139 403.647 374.658 60.7822 85.1064 722.646 250 498.869 359.88 95.6604 493.062 136.546 898.551 265.915 18.9655
+CLDN6 0.4803 0 2.9625 3.0984 0 1.6045 2.0721 1.0199 7.9281 0 0.6361 1.8204 6.2217 2.3168 3.7619 5.5504 1.3387 3.8139 0 0.431
+CLDN7 32.1806 28.1841 18.9602 34.0821 37.4434 22.864 39.3701 7.8195 6.871 189.373 9.542 41.2621 48.6425 4.2475 5.9116 24.0518 8.0321 3.0511 14.5642 60.7759
+CLDN8 0 3.6237 2.9625 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CLDN9 2.4015 0.8053 5.925 41.828 1.1177 8.8247 0.8288 0.34 17.4419 17.3777 1.9084 13.3495 2.8281 14.2871 12.3606 11.1008 13.8331 12.9672 0.4698 0.431
+CLDND1 1275.22 1491.75 1133.46 889.233 492.353 742.479 1036.05 963.504 1079.28 2655.23 878.499 1242.72 604.072 646.008 823.324 1085.11 999.107 750.572 1006.34 1094.4
+CLDND2 7.2046 3.6237 10.6651 26.3362 3.3531 1.6045 2.4865 5.4397 42.8118 1.7823 10.8142 10.3155 2.2624 7.3366 17.7348 1.8501 7.5859 8.3905 7.0472 0.8621
+CLEC10A 73.487 42.2762 0 2.3238 340.903 0.4011 84.1276 2.3799 0 32.082 68.0662 101.335 1.1312 0 0.5374 98.0574 0.8925 16.7811 26.7794 0
+CLEC11A 177.233 770.232 190.194 622.773 457.145 157.641 380.854 262.465 1595.14 182.689 775.445 643.204 796.946 282.653 365.981 688.252 391.343 536.995 67.6533 79.7414
+CLEC12A 10.0865 0.4026 0 3.0984 1.6766 0 9.9461 3.7398 2.6427 62.3816 6.3613 3.034 0.5656 0.3861 3.7619 6.4755 0 41.9527 4.2283 1.7241
+CLEC12B 0.9606 0 0 0.7746 0.5589 0 0.4144 0.68 0.5285 0.4456 1.2723 1.2136 0 0 0 0.9251 0.4462 6.1022 0.9396 0
+CLEC14A 463.016 766.608 213.894 137.878 710.866 528.68 811.438 1103.92 209.302 152.389 669.847 372.573 423.642 645.236 410.05 861.24 354.752 518.688 560.489 130.603
+CLEC16A 1040.35 966.716 1443.34 1769.17 856.727 606.899 573.974 876.129 2709.3 345.327 945.293 1310.07 428.733 1682.79 1167.81 800.185 935.743 1345.54 1439.04 868.534
+CLEC17A 0.4803 0.4026 0 0 0 0 0 0 0.5285 0 0.6361 8.4951 0 0.7723 0 0.9251 0.4462 3.8139 1.4094 0
+CLEC18A 9.1258 26.9762 81.7657 423.703 26.8251 37.1681 22.3788 26.8414 59.5296 3.1191 40.7125 48.5437 18.026 47.4949 42.456 12.0259 79.3574 47.2921 8.4567 15.9483
+CLEC18B 2.8818 19.3263 70.5081 542.99 19.56 46.9314 15.3336 12.9192 61.8393 3.1191 31.8066 30.9466 5.6561 22.0098 46.7553 4.6253 41.0531 12.9672 1.8793 9.9138
+CLEC18C 1.9212 4.0263 6.5176 73.5864 8.9417 4.5487 1.2433 0.697 4.9524 0 8.9059 4.8544 2.9016 4.2475 1.0748 0 1.8563 9.9161 0.4698 2.5862
+CLEC1A 63.4006 69.6551 36.7353 43.3772 82.7108 39.7112 230.419 121.033 27.4841 16.041 47.0738 20.0243 61.6516 61.3959 47.8302 98.0574 22.7577 83.1426 49.3305 9.0517
+CLEC1B 0 0 0 0 0 0.4011 0.4144 0 0 0 0 0 0 0 0 0 0 0.7628 0 0
+CLEC2A 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.7628 0 0
+CLEC2B 93.6599 53.1472 49.7704 65.0658 110.095 53.3494 1689.18 639.163 530.655 1238.72 97.3282 808.252 219.457 289.989 94.5855 404.255 174.476 243.326 131.078 46.5517
+CLEC2D 210.855 234.331 411.791 577.072 213.483 296.029 672.192 447.074 333.51 714.715 595.42 359.223 257.353 476.494 633.078 529.14 476.573 556.827 235.847 218.535
+CLEC2L 0 1.6105 0 13.9427 0.5589 0 0.4144 0 0.5285 0 2.5445 9.1019 6.7873 0.7723 0.5374 0.9251 5.3548 3.0511 1.8793 0
+CLEC3A 0 0 0 0 0 0 0 0 0 0 0 0 0 1.1584 0 0 0 0 0 0
+CLEC3B 511.527 95.4234 61.028 236.251 692.982 237.465 1009.53 351.88 211.417 72.6301 794.529 323.422 287.33 505.454 203.144 1075.86 122.713 504.958 322.293 73.2759
+CLEC4A 28.3381 15.3 12.4426 41.828 58.68 8.4236 96.5603 22.7787 26.4271 56.5891 76.3359 52.1845 35.6335 16.9901 19.8845 27.7521 39.7144 49.5805 19.7322 8.6207
+CLEC4C 0 0 0 0 0 0 0 0.34 0 0 0 0 0 0 0 0 0 0 0 0
+CLEC4D 0.9606 0 0 0 1.1177 0.8022 5.3875 1.3599 0 1.7823 0 0 0 0 0 1.8501 0 3.8139 1.4094 0
+CLEC4E 26.4169 2.4158 15.4051 22.4632 50.856 2.0056 65.0642 19.7189 1.5856 23.6159 5.7252 12.7427 27.7149 6.9505 5.3742 1.8501 0.8925 162.471 26.7794 0
+CLEC4F 8.1652 0.4026 0 17.0411 6.1474 1.6045 1.2433 0.34 0 3.1191 10.8142 20.6311 16.9683 0.7723 0 2.7752 7.5859 16.7811 2.8189 53.0172
+CLEC4G 0.9606 3.6237 1.185 1.5492 233.602 0 165.354 1.6999 0 49.0141 1.9084 2.4272 0.5656 16.6039 12.898 1.8501 45.9616 0 3.2887 0
+CLEC4GP1 661.864 0.8053 283.217 7378.78 168.775 144.805 38.1268 90.0948 1026.43 7.5749 1544.53 297.33 2.2624 657.206 983.473999999999 12.951 480.589 54.1571 131.078 49.569
+CLEC4M 741.114 0.4026 350.763 3509.68 230.249 111.913 0.8288 24.8186 7992.6 2.2279 836.514 9.7087 12.4434 74.9107 598.683 2.7752 18.2954 0.7628 1265.21 8.6207
+CLEC5A 97.9827 0.8053 15.4051 10.0697 6.1474 18.0505 15.3336 0.34 37.5264 57.9258 10.8142 112.257 214.932 55.6038 77.9256 27.7521 3.5698 17.5439 1.4094 12.069
+CLEC6A 0 0 0 0 0 0 0 0.34 0 0.4456 0 0 0 0 0 0 0 0 0.4698 0
+CLEC7A 69.1643 32.2104 5.925 17.0411 21.7954 6.0168 204.31 12.2393 19.556 94.9092 33.715 191.748 31.1086 14.2871 41.3812 20.3515 15.1718 145.69 19.7322 2.5862
+CLEC9A 28.3381 0.8053 0 0 0.5589 0 1.6577 1.6999 0 0.8912 6.3613 13.9563 0 1.5446 0 3.7003 0.4462 87.7193 0 0
+CLECL1 12.488 0.4026 0 1.5492 1.6766 0.4011 42.6855 0.34 0 22.2792 5.7252 19.4175 5.0905 0 2.1497 2.7752 0 11.4416 2.8189 0
+CLGN 6.244 1373.37 644.053 802.479 12.8537 3.209 5.3875 144.492 60.7822 117.188 468.193 1460.56 54.8643 3727.39 505.71 1716.93 99.0629 950.419 622.504 862.931
+CLIC1 4456.29 3530.26 3529.55 2788.54 6016.09 12521.9 9861.58 4210.32 8933.4 10797.4 7227.1 3966.63 12908.9 3159.38 5940.08 5714.15 681.838 3494.28 7351.66 20113.8
+CLIC2 128.242 118.776 162.939 199.845 217.954 61.3718 858.682 62.2164 179.175 87.3343 121.501 143.811 77.4887 156.772 133.28 271.045 114.681 431.731 1917.31 21.1207
+CLIC3 2.8818 2.0132 1.7775 0.7746 2.2354 0 21.1355 1.6999 0.5285 20.0512 8.9059 0.6068 1.1312 0.3861 0.5374 20.3515 2.2311 14.4928 2.8189 0.8621
+CLIC4 1333.33 3761.37 1225.89 1088.3 1064.06 1536.3 8601.74 751.696 2894.82 4261.56 1617.05 1439.93 727.941 1814.85 1064.09 2570.77 915.663 1881.77 1506.69 948.276
+CLIC5 15.8501 18.521 2205.3 1.5492 166.539 236.262 22.3788 11.8993 475.687 13.3675 25.4453 72.8155 19.2308 14.6732 22.0341 93.432 35.2521 94.5843 877.613 21.1207
+CLIC6 2.4015 14.0921 4.74 794.733 8.9417 2.0056 18.649 3.0598 2.1142 30.2997 24.173 2.4272 6.2217 27.8019 2.6871 31.4524 84.7836 16.7811 2.8189 50.8621
+CLINT1 1005.76 1554.96 2492.08 651.433 1636.89 1566.79 1577.7 1575.13 1844.61 1288.63 2097.33 1966.63 847.851 2474.37 3328.23 2258.09 1725.57 1668.19 3841.67 1741.81
+CLIP1 2294.91 5093.27 3544.96 2398.14 1123.86 2446.45 1602.98 2773.22 2733.09 1818.42 2204.2 3384.1 841.063 3198.76 2996.1 2777.06 3418.12 1930.59 3307.49 1500.43
+CLIP2 426.513 2315.12 1463.49 1398.14 1811.25 2750.5 3639.04 1535.01 1529.07 1180.8 334.606 777.913 282.24 2265.08 2186.22 540.24 1082.11 562.929 327.93 1047.41
+CLIP3 434.198 326.533 177.159 790.86 68.1805 133.975 1217.99 1840.31 119.45 71.2933 109.415 228.762 90.4977 77.2275 98.3474 1210.92 183.4 112.128 33.3568 25.431
+CLIP4 200.288 1399.54 111.983 275.755 661.686 788.608 1315.38 225.747 233.615 774.869 195.929 558.252 184.955 285.742 66.6398 267.345 234.717 409.611 574.113 574.138
+CLK1 2553.31 734.398 1554.14 5468.63 1265.25 1508.62 1239.54 1167.15 1346.72 1748.47 1912.21 1425.97 802.602 1836.47 1335.48 1109.16 1057.56 1992.37 584.449 1622.41
+CLK2 2535.06 1146.69 681.38 1876.07 662.245 1500.6 587.236 967.584000000001 686.047 2190.49 828.243999999999 316.748 1002.83 474.949 737.337 406.106 810.352 896.262 291.755 1180.6
+CLK2P 40.8261 20.9368 12.4426 51.1232 15.0891 33.6943 12.8471 13.2592 16.3848 37.429 17.8117 7.2816 22.0588 12.3564 10.2109 8.3256 19.1879 18.3066 9.3963 31.0345
+CLK3 1745.92 818.548 783.291 1137.88 965.145 673.486 869.457 948.544999999999 1263.21 1314.92 1125.32 613.471 1142.53 726.711 1002.82 558.742 654.619 1489.7 1335.68 565.086
+CLK4 817.483 266.139 407.643 1819.52 444.291 348.977 267.302 463.733 410.676 496.38 720.738 542.476 440.611 668.79 497.649 465.31 485.051 635.393 328.87 657.328
+CLLU1 6.244 0.4026 1.185 0 0 0.4011 4.1442 0.34 1.0571 0 1.2723 0 0 0.7723 0 0 0.00889999999999991 0.7628 0 0
+CLLU1OS 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.7628 0 0
+CLMN 227.666 224.668 1116.28 442.293 212.365 100.281 362.619 96.5544 492.072 55.2523 313.613 86.7718 72.3982 64.0989 247.75 193.339 309.237 85.431 1707.31 47.8448
+CLN3 1127.65 874.513 1558.88 1425.25 2321.49 2036.1 1407.61 1510.82 2513.11 667.484 1711.83 1926.34 968.891 2093.25 1862.15 1263.64 1502.01 1986.13 1765.56 573.707
+CLN5 743.516 869.279 407.643 283.501 869.022 166.065 1495.23 294.763 867.336 345.327 521.629 1089.81 459.842 601.216 576.649 382.979 453.815 393.593 1922.95 727.586
+CLN6 754.083 419.541 574.137 1400.46 856.168 1052.55 1513.88 807.113 770.613 4294.98 895.038 349.515 1691.74 650.256 1072.69 560.592 1275.32 1105.26 1130.84 833.621000000001
+CLN8 474.544 438.464 386.313 321.456 684.041 827.918 525.487 721.438 442.918 142.141 431.934 807.039 964.366 476.88 331.587 347.826 228.469 285.278 889.828 1217.24
+CLNK 0 2.0132 1.7775 0.7746 0 8.0225 0 0 1.5856 0 0 0 3.3937 8.495 0 0 10.2633 0 1.4094 9.9138
+CLNS1A 1293.47 1192.19 1416.09 1581.72 1779.96 1875.65 1138.83 1950.13 1342.49 2264.01 1841.6 1200.85 2262.44 2000.58 1366.65 1402.41 1471.22 1651.41 1002.11 1666.81
+CLOCK 42.7474 560.462 111.391 80.5577 45.8262 153.63 46.0008 149.251 178.118 76.1947 93.5115 145.631 45.8145 238.247 102.647 107.308 126.283 156.369 385.248 163.793
+CLP1 200.768 158.636 200.859 116.189 249.809 279.182 372.151 193.789 183.404 254.874 211.832 169.903 322.398 205.039 85.9868 189.639 132.976 196.796 269.204 212.5
+CLPB 448.127 601.127 799.289 321.456 719.807 1297.23 333.195 391.997 386.364 526.234 505.725 413.835 1256.79 685.008 694.881 412.581 569.389 367.658 716.467 390.086
+CLPP 1246.88 921.218000000001 2563.77 2215.34 1840.87 1904.13 1090.34 1768.24 2414.38 732.093 2680.03 2110.44 2563.35 1745.73 2798.87 1803.89 2227.58 1717.77 774.254 1244.4
+CLPS 0 0 0 0 0 0 0 0 0 0 0 0.6068 0 0 0 0 0 0 0 0
+CLPTM1 2740.15 4634.28 11623.2 9127.80999999999 9090.92 9509.03 3173.23 13485.3 8273.78 3931.38 9732.19 5570.39 12263 10158.5 11863 4862.16 9234.72 6283.75 6224.1 8290.09
+CLPTM1L 1094.62 1941.48 3678.86 1864.45 2547.27 3261.93 3933.69 2692.98 3184.99 2613.79 1944.02 2216.63 2962.67 2698.72 3699.05 1775.21 3354.31 1106.79 3678.65 1119.4
+CLPX 436.599 807.274 590.135 147.173 1179.19 705.977 494.82 596.665 728.33 471.873 547.074 542.476 556.561 605.464 629.854 253.469 439.09 494.279 1340.85 432.759
+CLRN1 281.417 516.148 0 0.7746 0 0.8022 0.4144 0.68 20.2378 0.4456 367.685 490.231 573.422 501.956 1.6123 0.9251 0 31.2738 455.133 665.496
+CLRN1OS 4.366 3.6478 2.9625 5.4222 0.5589 2.4067 0 0 17.8171 0 4.4529 9.1626 4.6324 3.1123 1.0748 2.7752 2.6774 3.0511 4.3458 2.6078
+CLRN2 0 0 0 0 1.6766 0 0 0 0 0 0 0 0 0 0 0 0 0 0.4698 0
+CLRN3 5.2834 6.0395 5.3325 0.7746 114.566 12.8359 2.4865 2.0399 10.0423 24.0615 2.5445 0.6068 132.919 12.3564 52.6669 0.9251 26.7738 11.4416 15.0341 3.4483
+CLSPN 0 20.9368 11.8501 7.7459 1.1177 97.874 72.1094 9.8594 54.4397 124.318 10.1781 4.8544 11.3122 3.0891 44.0683 4.6253 41.0531 3.8139 20.6718 125
+CLSTN1 3508.17 2995.57 2240.26 2893.11 1238.99 4526.27 6957.69 3031.6 2818.71 9016.82 1412.85 2964.2 2850.68 1933 1640.73 2374.65 2260.15 1694.89 1253.93 2724.14
+CLSTN2 25.9366 50.3288 25.4777 8.5205 1.1177 12.4348 47.6585 7.4796 10.0423 0.4456 24.8092 165.048 29.4118 32.8217 22.0341 67.5301 53.9938 53.3944 15.9737 2.5862
+CLSTN3 324.688 7976.51 7250.48 8031.76 1403.29 1421.58 2599.67 9144.45 5161.73 636.738 7255.09 1177.79 779.977 7147.79 1449.42 2323.77 3431.5 4673.53 1810.19 3778.45
+CLTA 4151.3 4681.79 1595.62 3563.9 2662.95 4748.5 3693.33 1558.13 3817.65 4331.51 2454.83 3635.32 4136.88 3626.6 5688.57 3555.97 6807.68 2500.38 2648.34 2172.41
+CLTB 2825.17 1259.03 6727.89 7460.88 2859.67 7405.94 1646.5 2027.98 6520.61 1914.23 10779.3 2766.99 12350.1 3982.62 6090.02 3018.5 2697.9 4778.03 5431.99 2888.36
+CLTC 6126.8 13583.9 6448.82 3658.4 10658.5 9527.07999999999 11125.2 7391.51 7115.75 8970.48000000001 5458.65 11870.8 6717.19 5613.28 8503.02000000001 7533.77 4449.35 4324.18 11133.7 13367.2
+CLTCL1 251.201 203.731 533.847 510.457 550.474 440.032 170.327 118.653 415.433 203.186 215.649 313.714 356.901 418.959 320.301 181.314 634.538 121.281 395.114 411.638
+CLU 35700.8 11110.2 71059.7 4408.21 121538 67263.8999999999 8530.46 136472 31634.2 1005.68 81264.0000000001 22869.5 83253.4 117211 46903.1 33237.7 9423.92 269146 24324.2 15225.9
+CLUAP1 359.75 345.86 471.995 250.565 276.634 217.81 227.116 620.804 342.141 344.226 405.852 438.107 122.172 657.206 475.615 566.143 533.244 504.958 371.153 246.121
+CLUL1 3.8425 4.0263 7.1101 3.0984 1.1177 2.4067 1.2433 27.1984 2.6427 1.3367 0.6361 15.1699 0 9.6534 19.347 93.432 27.22 4.5767 18.7926 3.8793
+CLVS1 21.5898 6.3656 0 326.034 8.897 0.6298 8.5371 8.2785 8.2188 2.8651 29.0013 176.462 79.4683 13.0978 0.9888 141.785 14.4712 96.7048 7.6345 9.5216
+CLVS2 0 0 0 0 0 0 0 0 1.0571 0 0 54.0049 0 0.3861 8.5987 67.5301 0 0 0.9396 0
+CLYBL 125.36 27.3789 204.414 82.1069 375.552 66.1853 43.9287 238.326 108.351 43.6671 120.865 214.199 121.041 220.099 162.3 24.0518 135.208 67.1243 393.704 126.724
+CMA1 0 0 0 0 0 0 1.2433 0 0 0 0 0 0 0 0 0 0 0.7628 0 0
+CMAH 147.454 44.2893 78.8031 41.0534 101.153 58.9651 130.129 42.4975 52.8541 53.0244 100.509 160.194 30.543 256.009 42.456 264.57 47.3003 159.42 128.729 14.2241
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+COL22A1 15.8501 2.4158 9.4801 21.6886 1.1177 1.6045 4.1442 0.68 15.3277 61.4905 6.9975 12.1359 4.5249 5.0198 2.6871 0 73.1816 7.6278 164.905 0.8621
+COL23A1 2.8818 5.2342 0.5925 104.57 24.5897 1.6045 8.2884 2.3799 5.2854 334.187 7.6336 2.4272 9.6154 1.9307 0.5374 703.978 4.9085 2.2883 0.9396 0.431
+COL24A1 16.8108 37.8473 4.74 16.2665 1.1177 0 221.716 10.1994 6.3425 20.0512 0 3.034 0.5656 0 2.6871 1.8501 0.8925 215.103 39.4644 0.8621
+COL25A1 1.9212 4.4289 9.4801 3.873 1.1177 2.4067 16.5769 18.6989 2.1142 0.4456 2.5445 23.0583 6.7873 1.5446 3.7619 73.0805 8.9246 0.7628 1.4094 7.7586
+COL27A1 93.6599 614.011 1755.59 1790.09 6.7063 20.4573 135.516 556.548 986.258 35.2011 1617.68 219.053 12.4434 681.919 503.56 158.187 1081.66 964.149 107.118 8.6207
+COL28A1 55.2354 1.2079 58.0655 27.8854 3.912 3.6101 4.5586 3.7398 11.0994 1.3367 10.8142 3.6408 1.1312 19.3069 13.9729 8.3256 4.4623 17.5439 3.2887 1.7241
+COL29A1 3.8425 0 0 0 0 0 1.6577 0 1.5856 0 0 0.6068 0.5656 0 0 4.6253 0 0 1.8793 0
+COL2A1 1.9212 74.4866 78.8031 150.271 1.6766 2.0056 23.2076 9.1795 0.5285 3.5647 1.9084 4.2476 52.0362 8.495 24.7212 7.4006 49.9777 3.0511 78.9288 4547.41
+COL3A1 325.648 13903.6 1450.45 749.032 415.231 4035.7 238883 1856.29 3479.39 2000.22 4655.22 1188.71 3492.65 2651.99 4148.86 5841.81 2890.23 2521.74 1375.62 2761.64
+COL4A1 2097.5 8189.5 3467.93 4412.08 2603.71 14222.2 17045.6 8636.52 10066.1 3936.28 5129.77 2574.03 8605.77 4539.05 12085.4 6318.22 1827.31 3240.27 3477.1 9649.13999999999
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+COL4A3 734.87 33.821 98.3558 270.333 1.6766 3.6101 0 9.1795 16.3848 4.4558 737.913 568.568 1.1312 61.3959 6.9864 299.723 406.069 443.936 3.7585 3.0172
+COL4A3BP 831.892 2938.8 1672.05 1275.76 3614.69 3457.28 604.227 3205.67 2057.61 584.159 3162.85 1356.19 1611.43 2334.59 3711.41 1052.73 2390 1581.24 2556.26 2194.4
+COL4A4 1785.78 68.0445 47.4004 89.0782 8.3829 14.8416 6.6308 26.1785 19.0275 14.7042 444.656 257.888 7.9186 47.8811 6.449 283.996 151.718 321.892 15.5039 12.931
+COL4A5 178.194 179.573 187.232 2123.93 10.6183 399.519 37.7124 451.494 305.497 3070.07 679.389 333.738 36.7647 1123.66 242.913 489.362 203.927 874.142 331.219 1280.17
+COL4A6 11.0471 7.65 12.4426 20.1394 1.1177 5.2146 2.0721 10.1994 26.4271 1834.47 13.3588 13.9563 1.1312 125.495 3.2245 5.5504 2.6774 25.9344 9.3963 380.172
+COL5A1 382.325 1420.88 1292.25 6329.98 114.566 615.724 37218.8 1093.72 2530.13 5805.95 1583.33 284.587 2177.6 1434.5 1725.65 1586.49 1051.76 649.123 242.894 1619.83
+COL5A2 311.239 2396.05 163.531 175.058 200.071 478.54 17081.2 273.004 524.313 328.84 325.7 509.102 199.661 401.583 319.226 1457.91 189.201 409.611 149.871 3882.76
+COL5A3 48.0307 293.92 487.632 190.55 51.9737 318.091 3380.44 185.289 637.421 159.519 368.321 148.665 192.308 160.633 7487.84 248.844 113.788 234.935 86.4459 452.155
+COL6A1 3476.95 4396.32 5677.97 7171.96 1915.2 1506.22 45990.9 5542.02 1930.23 7722.85 2882.95 2863.47 1962.67 2586.35 912.535 19812.2 2396.25 4710.91 2009.87 797.414
+COL6A2 1215.66 8977.85 1359.8 6260.26 1839.76 2803.45 54591 2953.75 3237.32 12611.8 3461.2 1794.9 3928.73 2509.51 1835.28 12457 2329.32 1940.5 1056.14 1272.41
+COL6A3 106.628 1489.73 717.523 104.57 150.332 837.144 109149 360.039 761.628 8858.64 2097.96 663.228000000001 686.086 549.088 699.18 3510.64 978.580999999999 692.601 671.835 482.759
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+COL7A1 106.628 31.4052 87.6907 371.03 223.543 46.1292 278.491 21.7587 43.8689 1840.7 174.936 3.034 39.0271 15.4455 39.2315 4.6253 24.9888 9.9161 2.3491 111.207
+COL8A1 39.8655 59.1867 13.6276 0 12.2948 61.3718 341.898 41.8176 13.7421 716.498 28.626 6.068 117.647 29.3465 46.7553 33.3025 36.1446 46.5294 16.9133 97.8448
+COL8A2 32.1806 38.6525 10.6651 264.911 2.7943 5.2146 181.931 8.8395 13.2135 76.1947 28.626 63.7136 28.2805 19.3069 7.5238 377.428 31.2361 62.5477 5.6378 3.8793
+COL9A1 0.4803 1.6105 1.185 46.4756 1.1177 0.4011 0 32.9781 15.3277 0 3.1807 24.8786 5.0905 0.3861 12.898 7.4006 10.7095 0.7628 30.5379 0.431
+COL9A2 44.1883 83.7471 119.094 414.407 10182.4 11.6326 9.1173 147.211 354.651 24.0615 9217.56 52.7913 1226.24 10.0396 174.661 1032.38 33.4672 77.0404 149.401 980.171999999999
+COL9A3 6.244 302.778 16.5901 89.0782 5.5886 186.522 107.335 9.8594 2.1142 4.9014 36.8957 3.034 80.8824 13.901 3.2245 1.8501 129.406 4.5767 28.1889 258.621
+COLEC10 0.4803 0.8053 0 0 1.6766 0 0 0.68 1.5856 0.8912 5.0891 0.6068 0.5656 10.4257 0 0.9251 0.8925 2.2883 6.5774 0.431
+COLEC11 377.041 310.428 301.585 51.1232 452.115 182.11 16.5769 149.931 415.433 12.4763 498.728 87.3786 200.226 387.296 152.089 717.854 152.61 725.4 991.308 91.8103
+COLEC12 15.3698 28.1841 25.4777 271.108 344.815 4.8135 4048.9 8.4995 25.8985 87.7799 83.3333 250.607 10.181 1.5446 20.4219 694.727 43.2842 9.9161 31.9474 3.0172
+COLQ 75.4083 5.6368 91.2457 202.944 22.3543 22.0618 36.8835 59.8365 52.3256 14.2587 142.494 66.7476 20.9276 37.0692 37.6192 173.913 35.6983 38.1388 33.3568 20.6638
+COMMD10 722.381999999999 323.715 896.460000000001 975.988 469.44 470.116 267.302 741.157 704.017 491.924 1093.51 745.752 473.982 798.533 1175.87 975.023 659.973 601.068 1956.78 476.293
+COMMD1 395.293 146.155 149.311 249.419 329.167 456.478 356.817 224.387 219.345 331.959 298.982 198.422 498.303 128.584 224.103 491.212 170.013 280.702 280.479 338.362
+COMMD2 520.653 1141.05 403.496 295.12 268.81 435.219 898.467 654.802 377.378 729.865 336.514 836.165 537.33 371.078 497.649 670.675 584.561 313.501 372.563 765.948
+COMMD3 919.904 899.669 674.875 625.957 1186.22 1214.38 498.235 561.817 785.798 509.604 1096.26 1267.71 803.937 972.955 912.895000000001 1046.63 800.094 1430 825.102 631.966
+COMMD4 2234.39 1110.05 1417.27 2757.55 3494.53 1987.16 1881.06 1342.58 1988.9 3071.85 2361.96 1245.75 4020.93 1281.59 1746.61 1828.86 1697.46 3585.81 2892.65 1033.62
+COMMD5 926.196 414.303 629.59 1365.65 717.231 556.907 775.433 1441.19 639.133 1112.87 1351.9 1105.78 817.33 1218.99 498.224 1268.25 949.076 1305.35 518.116 853.228000000001
+COMMD6 1401.06 1457.52 1564.81 1079.01 2688.1 534.296 1490.26 1116.84 1902.22 1125.54 1386.13 1764.56 1863.69 1275.8 1879.35 867.715 1356.98 1157.13 2600.89 1381.9
+COMMD7 1179.15 1471.61 734.706 1175.06 1235.63 813.879 588.479 1223.93 875.793 1080.54 1680.03 1571.6 823.529 1495.12 1613.33 1931.54 1319.05 1510.3 852.243000000001 1478.88
+COMMD8 426.513 291.102 235.224 190.55 386.729 563.979 335.682 424.635 469.345 257.101 312.977 572.209 391.403 339.801 619.643 270.12 479.697 331.045 1092.32 528.017
+COMMD9 1357.83 828.613 648.2 865.221 1284.81 718.01 1097.8 935.626 817.125 1157.18 919.847 980.582 917.986 769.572 569.663 1214.62 532.352 819.222 884.191 929.741000000001
+COMP 0.9606 1.6105 2.9625 50.3486 0 7.6213 58.0191 0 1.5856 1.7823 0 1.2136 1.6968 0.3861 35.4696 15.7262 6.6934 25.9344 0 34.4828
+COMT 4281.46 3437.66 3978.08 4026.34 5997.65 1704.37 3041.44 4005.65 4508.99 2094.24 2807.25 2725.12 5615.38 3561.73 4312.24 6399.63 5701.47 8281.46 6679.82 9911.21
+COMTD1 911.622999999999 357.536 305.733 1307.51 502.412 351.785 91.1728 318.901 242.6 417.066 694.02 910.801 195.136 484.603 71.4766 552.266 618.92 615.561 318.534 575.431
+COPA 3548.99 8489.6 4174.2 2833.46 3007.77 3517.05 4394.28 3347.79 4608.88 6464.52 2949.75 2229.72 3399.89 3732.02 6086.79 2648.47 2618.47 3850.5 2515.39 4883.19
+COPB1 2308.82 2970.25 2227.82 1736.64 2185.13 2618.63 3587.56 2419.2 2178.92 3042.8 1697.2 1504.72 2220.52 2799.75 2390.72 1562.44 1763.37 1696.28 1784.53 4251.49
+COPB2 2060.04 5264.39 3700.19 1874.52 1794.49 4128.76 2894.32 2734.46 3590.91 5325.16 2726.46 2625.61 3084.28 3779.9 4680.91 2762.26 2464.08 2105.26 2678.88 3632.33
+COPE 9665.71 2282.37 7922.94 9329.96 4278.05 8354.69 5150.41 7002.52 10183.4 2740.34 9733.52000000001 6507.89 7095.59 6367.8 10569.9 7859.39 6747.43 7405.01 3990.6 5569.59
+COPG2 1285.3 585.022 610.872 633.617 406.289 293.622 509.325 444.354 688.689 417.066 564.885 573.422 226.81 502.751 498.724 776.133 507.809 775.744 469.345 292.241
+COPG 4385.69 9350.29 5839.73 4209.14 2785.34 7064.98 4736.43 3730.26 5128.96 6063.94 4005.09 4727.55 3656.67 4874.99 5715.97 4686.4 3288.26 3973.3 3333.8 4900.43
+COPS2 1629.2 1393.91 1424.38 1448.49 1788.9 1595.67 1051.8 1718.94 2599.89 2262.67 2192.75 1154.13 1325.79 1609.42 2491.47 1777.06 1252.12 1926.77 3239.37 1099.14
+COPS3 894.332 1180.51 1049.33 562.355 779.046000000001 963.899 1474.1 711.579 1104.12 1008.35 1115.14 1196.6 1110.29 970.75 1332.8 769.658 1414.55 774.981 1504.82 1004.31
+COPS4 678.674 971.144 803.437 626.646 1230.6 762.936 609.615 1470.41 1474.63 404.589 1384.86 1670.51 1295.81 1571.58 1233.37 978.723 2122.27 950.419 2408.27 775
+COPS5 1753.6 952.221 1570.14 1429.9 2280.14 1166.47 1031.5 2289.09 1336.68 1514.09 3091.6 2376.21 1670.81 2998.36 1204.89 1068.46 2918.34 2107.55 1717.64 2033.62
+COPS6 3037.46 2690.78 3635.61 2659.95 2716.04 3475.73 3905.93 2603.91 3067.65 4147.04 2533.08 3523.06 2958.71 3370.98 2862.29 3222.02 3527.89 3840.58 2803.38 1578.45
+COPS7A 3128.24 3238.76 2710.71 1973.66 3044.65 1637.38 3992.54 3658.53 3174.95 2546.95 3016.54 3641.38 2190.05 2688.68 3380.89 2745.61 3298.53 3215.87 2848.48 2140.95
+COPS7B 1164.27 739.229 591.912 1137.88 616.978 2472.12 1091.17 941.745 727.801 1190.6 708.651 519.418 1244.91 868.424 1024.32 558.742 662.651 893.211 582.57 849.138
+COPS8 1223.32 1168.81 1670.26 1406.66 1455.79 1603.66 3305.15 1477.2 1667.01 1893.28 1300.88 1380.45 2606.9 1377.33 2588.72 2066.59 1665.77 999.999999999999 2320.41 2133.61
+COPZ1 2144.09 4740.97 3501.7 4254.07 3291.67 3968.31 5342.73 3585.77 4960.89 3629.27 4496.18 3751.21 3755.66 4807.8 5542.93 3845.51 4824.19 4669.72 4125.91 2436.64
+COPZ2 182.997 153 8.2951 219.21 614.183 8.0225 1037.3 5.7797 22.7273 98.0283 102.417 1024.88 35.0679 17.7623 10.2109 1316.37 35.2521 130.435 66.7136 3.8793
+COQ10A 534.102 596.296 532.069 435.322 273.281 4074.61 159.967 391.317 471.987 273.588 583.333 2099.51 612.557 1081.96 191.858 449.584 925.926 1424.1 1625.09 313.793
+COQ10B 1229.11 1110.86 845.504 765.298 1462.53 3083.43 895.151 1642.78 895.349 825.666 1348.6 1080.1 1622.17 1402.84 1550.45 1476.41 890.674 1401.22 1758.52 1763.36
+COQ2 256.004 167.092 539.772 803.253 420.26 375.451 243.266 543.628 643.763 362.259 599.873 566.141 372.738 779.998 667.473 480.111 1432.84 508.772 1565.89 265.948
+COQ3 47.5504 212.992 222.782 318.358 203.983 281.99 205.968 119.333 372.622 145.706 398.219 535.801 450.792 268.752 284.294 277.521 220.437 244.089 697.674 312.931
+COQ4 2390.97 390.954 1638.87 3529.05 1132.24 1097.87 635.309 1267.11 1723.04 1398.69 1355.6 1749.39 3221.15 2326.48 3539.97 1341.35 4135.65 964.911999999999 1232.32 719.397
+COQ5 1326.61 1281.17 702.711 370.256 1023.83 764.541 1006.22 913.527 843.552 675.95 834.606000000001 1927.18 1288.46 857.226 1195.22 1148.94 944.668 789.474 1335.68 1018.53
+COQ6 1173.53 801.295 1866.87 2040.97 833.596 737.678 298.666 854.428 965.1 413.875 981.781 738.125 1173.77 856.681 1383.03 877.9 1385.29 926.208999999999 2379.92 369.375
+COQ7 518.732 469.467 718.116 638.265 328.608 503.409 362.205 335.56 762.685 221.009 584.606 973.301000000001 411.199 977.314 774.956 881.591 690.763 717.773 638.478 612.5
+COQ9 1055.24 801.235 1883.57 1684.74 2114.71 1939.43 1180.27 2396.52 2345.14 1420.96 2102.42 8648.06 4240.95 2813.01 3460.43 2346.9 2354.75 3185.35 2243.36 1156.47
+CORIN 26.8972 36.6394 8.2951 60.4183 10.0594 38.1067 12.0182 45.2174 8.9852 4.0102 9.542 15.1699 25.4525 31.2772 12.898 5.5504 26.3275 10.6789 17.3831 35.3448
+CORO1A 604.227 104.684 75.2481 266.46 444.85 96.6707 2532.53 115.253 136.892 1875.91 320.611 959.951999999999 547.511 155.227 237.001 680.851 241.856 1847.44 149.871 32.7586
+CORO1B 2597.02 3141.72 2048.88 1927.96 2338.82 5349.38 2630.75 2271.75 1768.5 2734.1 2050.89 1554 3415.16 1319.82 1554.75 2407.03 1418.12 2642.26 2018.32 2396.55
+CORO1C 3246.88 5270.43 1475.34 1246.32 1264.13 1565.58 2750.1 2290.79 1300.74 3843.6 2494.91 4113.47 783.371 3063.23 2123.87 4224.79 2071.84 2112.13 788.349 11915.5
+CORO2A 6.244 163.871 171.826 45.701 278.311 6.418 31.4961 28.8983 21.1416 675.058 205.471 54.6117 6.7873 41.3167 10.7484 913.043 508.255 207.475 174.771 1.2931
+CORO2B 8.1652 42.6788 23.7002 44.1518 10.6183 23.6663 1368.01 13.5992 34.3552 87.3343 66.1578 13.9563 27.7149 18.5346 15.0477 48.1036 21.419 41.9527 77.0496 4.3103
+CORO6 127.281 14.4947 207.377 529.822 9.5006 30.0842 32.7393 10.5394 10.0423 46.7862 16.5394 51.5777 5.6561 94.2176 3.7619 20.3515 45.0692 19.8322 9.3963 106.034
+CORO7 710.975 826.975 1003.62 1076.13 870.229 573.875 2419.74 582.6 1424.72 671.587 859.198 658.847 633.705 1012.12 339.933 492.377 1161.01 1368.92 1446.95 2992.75
+CORT 8.732 1.6105 4.8052 27.3431 8.9417 6.2856 17.3933 11.8449 23.3245 12.766 8.2697 6.0862 7.3473 6.2438 10.0927 5.1434 20.6783 8.8482 5.7035 5.4828
+COTL1 1687.32 2351.76 1402.46 3579.4 539.297 450.862 5348.11 1134.51 1249.47 3983.07 1710.56 1194.17 1689.48 1392.8 1731.56 1838.11 4684.96 2388.25 1302.8 943.103
+COX10 239.193 539.525 133.314 123.935 241.426 263.137 380.025 386.217 152.22 166.202 199.109 940.534 193.439 228.594 145.64 303.423 153.503 153.318 279.54 283.19
+COX11 1033.64 705.183 738.492 642.432 968.448 780.092 726.308 791.678 796.417 792.724 790.509 2331.26 700.594 759.579 918.893 1009.52 806.626 508.406 1204.86 1049.2
+COX15 1267.08 2734.52 1635.68 1341.17 1719.3 1514.1 837.551 1606.1 1031.09 928.15 1125.87 2403.07 1225.61 1681.02 1316.56 1269.7 1176.03 1585.99 1812.19 1115.33
+COX16 1240.15 437.257 1488.96 1646.79 698.571 647.413 946.954 608.565 1082.98 1168.76 1371.5 821.602 1507.92 773.434 1426.31 1507.86 1609.1 861.174999999999 2125.44 459.914
+COX17 2982.71 1363.31 922.53 1829.59 1054 1191.74 499.378 811.193 1262.16 1000.78 2455.47 3326.46 1832.58 1047.98 888.889 2354.3 1125.39 1861.94 2234.91 1140.95
+COX18 1195 520.601 697.971 990.705000000001 804.195 548.335 308.744 782.975 831.924 135.457 984.733 1666.26 430.995 1679.7 719.065 1767.81 1908.97 1570.56 2202.02 359.483
+COX19 717.243 713.288 608.793 1511.21 3138.54 802.984 727.949 869.669 1283.25 337.079 490.223 358.21 512.698 912.548 1413.55 468.492 787.912 759.115 1323.87 368.685
+COX4I1 11593.2 3839.48 10078.5 21950.4 6703.49 6091.86 7851.64 9482.05 11692.9 11338.3 11283.7 21088 16497.2 10056.6 19214.8 14614.2 11773.3 13624 6776.6 4920.26
+COX4I2 22.5744 10.0658 16.5901 83.6561 20.1188 70.5977 176.544 159.791 60.7822 30.7452 24.8092 55.8252 44.6833 14.6732 13.4354 229.417 16.9567 16.0183 92.5534 7.7586
+COX4NB 565.802 506.509 862.687 741.286 357.668 455.275 815.168 800.313 933.404 890.721 566.794 762.743 1029.98 867.265 1246.81 673.451 1377.96 658.276 488.607 680.603
+COX5A 1531.7 736.411 1323.06 1106.12 1784.99 1693.14 1179.86 962.143999999999 2249.47 3267.02 2871.5 3323.42 3535.63 1314.03 1803.04 1223.87 1610.89 2504.2 3480.39 1141.81
+COX5B 4021.13 1600.86 2242.04 7101.47 5624.89 3160.05 2196.02 3236.27 3630.02 2631.61 5804.71 6536.41 5494.91 2015.25 3316.4 5189.64 3036.14 3469.11 2474.04 3132.33
+COX6A1 9831.41 3210.57 3730.41 10839.7 3747.13 4166.47 3629.92 5619.19 4753.7 3864.99 10007 9785.19 6854.64 5249.54 6304.98 6523.59 5372.16 7930.59 6759.69 3572.41
+COX6A2 0 13.2868 0 6.1967 1.6766 0 0 0 0 0.4456 0 0 0.5656 0.7723 0 0 1.3387 27.46 0.4698 0.431
+COX6B1 4281.94 1703.53 4515.48 10806.4 4218.25 5575.21 3835.89 5221.08 5996.83 6532.25 9484.10000000001 9220.26999999999 6053.73 4175.69 6088.41 7859.39 4571.62 6875.67 3416.49 2793.97
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+CRK 306.916 993.289 502.444 172.734 342.579 519.856 564.028 567.767 415.962 278.935 257.634 623.18 222.285 404.286 436.921 388.529 332.887 233.41 487.198 479.741
+CRKL 2072.53 2226.14 1746.11 1438.42 1171.36 802.647 1550.77 794.874 1504.23 1697.23 753.181 1001.82 769.231 1629.11 1031.84 789.084 2312.36 1683.45 1348.84 2464.22
+CRLF1 65.3218 10.4684 72.2856 478.699 1.1177 16.8472 512.64 19.7189 56.5539 77.9771 73.7913 76.4563 368.213 354.088 44.0683 86.0315 93.2619 144.165 21.1416 56.0345
+CRLF2 0 0 2.37 6.9713 0 25.6719 0.4144 0 17.9704 0 12.0865 0 9.6154 1.5446 3.7619 0.9251 0 0 0.4698 0
+CRLF3 241.114 184.807 100.726 113.865 150.332 115.523 251.14 103.014 96.723 249.081 96.6921 253.641 60.5204 105.802 127.368 160.037 87.0147 174.676 87.8553 260.345
+CRLS1 2004.8 711.851 1284.55 1327.65 1021.03 1168.87 537.505 1765.86 800.211 455.832 1618.96 1387.74 1069 2650.45 1492.95 2487.51 1153.06 2093.06 847.545 344.397
+CRMP1 45.4803 432.167 1684.22 3765.68 192.247 512.467 681.127 722.067 574.212 67.3454 71.6858 32.3968 421.38 2159.76 4973.77 74.4033 1485.43 28.2227 55.3019 39.6552
+CRNKL1 501.441 461.817 451.489 322.231 1518.41 590.453 630.336 763.936 476.216 447.811 803.435 723.908 734.163 844.097 877.066 1064.75 418.117 643.783 497.064 174.569
+CRNN 0 0 0 0 0.5589 0 0 0 0 0 0 0 0.5656 0.7723 0 0 0 0 0 0
+CROCC 662.344 225.07 503.629 870.643 491.235 447.653 676.751 397.437 339.324 463.406 456.107 240.291 488.122 403.128 292.355 497.687 281.125 520.976 127.79 163.793
+CROCCL1 528.348 226.778 523.271 1064 577.623 506.907 312.437 312.37 665.772 493.198 382.933 375.394 189.48 216.021 262.867 186.79 279.268 328.955 282.777 177.345
+CROCCL2 167.147 63.213 103.096 109.992 27.384 147.613 24.8653 49.9771 43.3404 54.8067 43.8931 36.4078 90.4977 71.8216 23.109 38.8529 48.1928 46.5294 17.8529 47.4138
+CROT 485.591 665.548 720.486 417.506 579.534 1828.32 388.313 301.562 243.657 241.506 248.092 544.903 200.792 577.662 303.641 412.581 311.914 393.593 952.784 231.465
+CRP 0 0 2.37 6.9713 2.2354 0.4011 0 1.0199 1.5856 1.7823 1.2723 1.8204 0 0.3861 1.0748 0 1.3387 3.0511 19.7322 0
+CRTAC1 2.4015 36.6394 3.555 18.5902 0 0.4011 0.4144 14.9591 1.5856 20.4968 5.0891 3.6408 4.5249 73.3662 6.449 5.5504 30.3436 3.0511 4.2283 1.7241
+CRTAM 0.4803 2.4158 0 0 3.3531 0.4011 165.769 0.68 2.1142 29.8541 1.2723 20.0243 0 0.7723 1.0748 12.951 1.7849 22.8833 0.9396 0.431
+CRTAP 5761.77 21941.3 2214.19 1110.77 4857.02 5125.55 10317.9 4203.86 1946.62 5495.38 4234.73 9237.26 4195.14 3968.72 1941.69 9580.94 3533.69 4758.96 2285.18 5406.47
+CRTC1 757.925 301.973 1103.84 1272.66 314.636 483.755 644.012 1224.61 864.165 170.213 902.672 429.612 542.986 891.592 978.638 660.5 682.285 633.867 422.833 508.19
+CRTC2 1434.2 1749.83 930.233 1142.53 1362.49 1263.94 1137.17 1038.98 1015.86 2795.59 841.603 709.952 1407.24 837.146 1014.11 629.972 925.926 1410.37 647.404 951.724
+CRTC3 1310.28 1625.02 590.135 2756 589.035 701.163 1188.56 1289.88 1519.56 636.738 2078.88 762.136 397.624 728.256 1006.05 870.49 1455.6 1936.69 859.76 459.052
+CRX 0 0 0 0 0 0 0.4144 0 1.0571 0.4456 0.6361 0.6068 0 0.7723 2.1497 0.9251 0.4462 0 0.4698 0
+CRY1 720.941 425.983 222.782 120.062 195.041 251.103 468.711 211.468 409.091 272.251 181.298 139.563 127.828 153.683 594.384 239.593 392.236 327.231 535.119 713.362
+CRY2 1662.34 804.053 716.931 742.835 2170.04 513.438 776.212 1237.53 942.917999999999 455.386 970.738 504.854 1482.47 778.453 1022.17 523.589 923.248999999999 842.105 1157.62 830.603
+CRYAA 0.4803 0 0.5925 0 0 0 0 0 1.0571 0 0 0 0 0 0 0 0 0.7628 3.2887 0.431
+CRYAB 575.408 175.95 91.2457 182.804 125.184 55.355 68.3796 223.027 155.391 140.804 618.957 552.184 52.0362 269.138 273.008 345.051 270.415 284.516 124.031 112.5
+CRYBA1 0.9606 0 0 0.7746 0.5589 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 1.4094 0
+CRYBA2 0 0.4026 0 3.873 0 0 14.0903 0 1.5856 0.8912 0 2.4272 0 10.8119 0.5374 7.4006 2.2311 0 4.2283 0
+CRYBA4 0 0 0 0 0 0.8022 2.4865 0 29.5983 0 0 0 0 0 1.6123 1.8501 1.7849 0 0 0
+CRYBB1 0.9606 2.0132 0.5925 3.0984 40.7965 0.8022 103.606 2.0399 3.1712 17.3777 6.3613 6.6748 5.6561 3.0891 3.2245 2.7752 3.5698 0.7628 4.6981 0
+CRYBB2 3.8425 0.4026 7.1101 72.0372 1.1177 0.4011 0.8288 2.0399 6.871 1.3367 3.8168 2.4272 7.9186 6.9505 0.5374 0.9251 17.4029 1.5256 6.1076 14.6552
+CRYBB3 1.4409 0 1.185 10.0697 0 1.2034 0 1.0199 0 5.347 1.2723 1.2136 1.1312 0.3861 0.5374 0 5.3548 0.7628 1.8793 2.5862
+CRYBG3 43.0115 58.6512 258.279 43.0442 81.3919 52.0377 223.974 55.4406 92.0983 135.315 41.3931 135.649 31.3688 80.9731 101.921 110.555 22.2668 24.2105 60.2396 8.9224
+CRYGA 0 0 0 0 0 0 0 0 0 0.4456 0 0 0 0 0 0 0 0 0 0
+CRYGB 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CRYGC 0 0.8053 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CRYGD 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CRYGN 0 0.4026 0.5925 0.7746 7.2651 0.4011 2.0721 0 0 0.8912 0 1.2136 0.5656 0.7723 0 0.9251 0.8925 0 0.4698 0
+CRYGS 24.976 4.0263 21.9227 112.525 5.0297 14.0393 19.0634 8.8395 15.8562 23.1703 56.6158 40.6553 10.7466 20.0792 9.6735 63.8298 13.8331 37.376 2.8189 13.3621
+CRYL1 128.722 412.293 659.458 277.304 701.924 228.239 553.253 322.981 446.617 147.488 570.611 791.869 256.222 378.029 640.602 368.178 326.194 379.1 1033.59 434.052
+CRYM 0 1.2079 29.0327 10.0697 0 0.8022 7.0452 5.4397 4.7569 0 1.2723 75.8495 1.1312 36.2969 295.58 549.491 4.9085 1.5256 0.9396 0
+CRYZ 2877.42 1124.33 718.442 551.433 886.375 671.861 261.094 1407.11 298.435 790.5 1285.64 475.164 189.581 1159.54 1577.92 697.919 478.478 1134.36 796.528 402.879
+CRYZL1 410.37 280.686 290.055 114.64 545.142 370.57 173.465 447.247 219.138 201.404 422.156 283.726 490.605 229.748 296.676 390.379 396.127 416.064 446.239 640.06
+CS 3039.39 11091.3 9301.14 4742.06 5712.07 15148.4 2193.12 8436.27 7800.74 2698.45 6405.85 11083.1 7892.53 7151.27 16637.4 4691.95 7318.61 5890.92 9180.64 5496.12
+CSAD 308.838 242.786 456.229 1967.47 389.523 685.118 159.967 349.84 446.617 155.508 785.623000000001 477.548 173.643 594.266 438.533 723.404 497.546 575.896 265.445 178.017
+CSAG1 1.4409 0 0 2.3238 0 0.4011 70.4517 0.68 1.0571 0.8912 66.7939 0 0 0 0 0.9251 0.4462 16.0183 0.9396 9.9138
+CSAG2 0 0 0 0 0 0 2.0431 0 0 0 0 0 0 0 0 0 0 0 0 0
+CSAG3 0 0 0 5.4222 0 0.4011 0.4434 0 3.6998 1.3367 3.1807 0 0 0 0.5374 0 0 28.9855 0 0
+CSDA 4022.09 2035.3 4027.85 3074.36 1962.15 2175.69 5362.2 2156.15 2865.75 16475.9 3514.63 1933.86 4130.09 2541.17 2552.2 1250.69 2607.76 2308.92 2306.79 2906.9
+CSDAP1 22.5744 23.3526 31.9953 17.8156 18.4423 12.8359 36.8835 16.999 24.3129 95.8004 15.9033 16.9903 32.8054 20.0792 20.9593 4.6253 21.8652 24.4088 22.5511 17.2414
+CSDC2 105.668 157.429 310.473 6344.69 4675.95 5.2146 1.6577 301.902 4219.34 8.9117 4375.32 5232.4 6.2217 929.047 1007.12 3001.85 11.602 2945.08 3174.07 7.3276
+CSDE1 7777.14 13295.3 5832.02 3292.8 10584.7 5260.73 9358.46999999999 7335.75 7409.62 4246.85 7167.94 5439.93 4513.01 4909.35 9377.4 4853.84 3833.11 5282.23 7797.51 6500
+CSE1L 1799.71 3188.03 1088.43 924.864 2136.51 3510.63 1690.01 1646.86 1890.59 3339.65 2548.98 1677.18 3716.06 1888.99 2733.31 1641.07 1306.56 1823.04 1657.04 3093.53
+CSF1 94.6206 172.728 122.056 56.5453 1501.65 67.3887 2307.92 80.5753 112.051 2313.47 167.939 384.709 30.543 119.317 63.4153 327.475 118.697 371.472 322.762 33.6207
+CSF1R 882.325000000001 341.833 143.386 317.583 2627.19 71.3999 7944.05 146.871 223.044 2198.51 611.323 2259.71 621.041 228.98 259.035 738.205 83.4449 1579.71 434.108 21.5517
+CSF2 0 0 0 0 10.0594 0 2.0721 0 1.0571 4.9014 0 0 0 0.3861 0 0 0.4462 0 0 0
+CSF2RA 111.431 6.4421 5.925 58.8691 108.977 7.6213 366.349 13.9392 25.8985 78.4226 37.5318 212.985 80.8824 10.0396 54.2792 79.556 5.3548 163.234 16.4435 3.4483
+CSF2RB 36.9837 78.5129 19.5527 12.3935 57.0034 28.4797 271.032 9.1795 26.4271 159.964 27.9898 89.8058 29.9774 7.3366 16.1225 51.8039 19.1879 99.9237 35.7059 7.3276
+CSF3 2.8818 5.6368 2.9625 3.873 7.824 0.8022 0.8288 1.0199 3.6998 3512.98 1.9084 3.034 2.2624 1.9307 4.2993 0 4.4623 3.0511 8.4567 4.7414
+CSF3R 124.4 26.9762 17.1826 61.1929 129.096 11.2314 315.789 23.1187 24.3129 328.395 56.6158 168.689 80.8824 48.6533 47.8302 47.1785 9.3708 260.87 34.7663 3.4483
+CSGALNACT1 174.352 204.939 132.721 512.781 820.402 244.685 189.805 296.463 123.679 1084.99 1267.81 1905.34 65.6109 352.158 111.783 2006.48 107.987 609.458 287.057 56.0345
+CSGALNACT2 201.249 929.271 296.252 315.26 184.982 446.049 650.228 367.179 256.342 340.425 303.435 490.898 143.665 422.435 342.335 393.154 289.157 356.217 195.443 404.31
+CSH1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CSH2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.3387 0 0 0
+CSHL1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CSK 1594.62 766.608 830.692 1257.16 609.713 740.874 2464.15 1258.61 1244.71 2091.57 1490.46 741.505 1772.62 883.483 799.14 814.986 980.366 2688.02 1333.8 470.69
+CSMD1 1.9212 0.4026 0 0 4.4709 0 6.2163 10.1994 0.5285 0 0 0 1.6968 0 0.5374 41.6281 9.817 147.979 1.4094 0
+CSMD2 4.8031 35.4315 161.754 61.9675 7.824 8.4236 52.2172 5.7797 36.4693 0.4456 51.5267 80.0971 2.8281 8.8812 19.8845 23.1267 6.6934 11.4416 79.8685 2.1552
+CSMD3 0.9606 0 0.5925 1.5492 1.1177 0 1.6577 0.34 1.0571 0 0 3.6408 0.5656 0 1.6123 0 0 0 0 94.3966
+CSN1S1 0 0.4026 2.37 0 0 0 0 0 0 0 0 0.6068 0 0.7723 0 0 0 0 0 0.431
+CSN1S2A 0 0.4026 0 0 0 0 0 0 1.0571 0 0 0 0 0 0 0 0 0 0 0
+CSN2 3.8425 12.4815 1.185 0 0 0 0 7.1396 0.5285 0 0 0 0 1.9307 0 0 2.6774 1.5256 0 0.431
+CSN3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.8925 0.7628 0 0
+CSNK1A1 3663.3 4107.64 6988 7436.87 3764.46 3917.77 3650.23 5630.07 5858.88 4885.37 8606.23 4592.23 3915.16 6884.45 9136.63999999999 7315.45 5778.67 6078.57 7854.83 4808.19
+CSNK1A1L 0.4803 2.0132 0.5925 0 1.1177 0.8022 0.4144 1.0199 1.5856 0.4456 1.2723 0.6068 0.5656 2.3168 3.7619 1.8501 0.4462 1.5256 2.3491 1.2931
+CSNK1A1P 0 0 0.5925 0 0 1.2034 0.4144 0 0 0 0 4.8544 0 0 0 0 0 0 0 0
+CSNK1D 4695.49 4056.9 4330.62 5855.93 2561.24 1280.79 5081.23 4467.34 3161.73 4383.2 5413.49 6021.84 3059.95 4416.26 3010.61 3922.29 3629.63 3143.4 4515.39 4369.83
+CSNK1E 946.686 1654.46 1903.5 2095.75 675.099 1498.28 2263.73 910.807 1445.73 5352.75 783.715 810.073 652.715 1437.12 1277.26 1086.11 2250.33 1131.96 926.474 948.039
+CSNK1G1 321.326 391.357 357.873 192.099 359.904 284.797 481.144 245.466 423.89 623.816 303.435 204.49 277.149 279.95 327.287 200.74 274.431 393.593 553.911 263.362
+CSNK1G2 1542.27 2189.5 2578.58 3247.1 1975 5964.7 1788.64 4149.8 3680.76 855.074 2916.03 1918.08 3113.12 3404.58 2364.64 1660.5 2898.71 1842.87 1296.22 4511.21
+CSNK1G3 639.289 438.867 838.393999999999 803.253 482.293 463.297 590.966 819.012 852.009 627.381 1058.52 592.84 340.498 901.631 891.039 669.75 736.725 782.609 987.55 806.897
+CSNK2A1 845.821 892.632 695.008 542.99 1054 1032.89 572.731 1642.78 933.404 1323.83 1525.45 1188.71 1246.04 1712.91 1495.1 1839.04 561.803 836.003 955.602000000001 442.672
+CSNK2A1P 73.487 365.186 193.157 72.0372 206.218 235.86 85.7853 339.64 202.96 177.788 190.84 289.442 97.2851 383.821 324.6 195.19 102.186 134.249 212.356 105.172
+CSNK2A2 598.943 661.522 789.216 1240.9 384.493 383.073 599.254 762.236 743.129 630.5 910.942 662.621 442.873 891.592 897.488 895.467 884.873 1010.68 289.875 353.448
+CSNK2B 4117.19 1988.5 2926.38 4733.54 3277.69 3374.95 2619.77 2789.54 4910.27 5717.59 5566.16 1908.37 6469.46 2577.96 2987.51 4077.71 2813.48 2392.07 4172.89 4769.69
+CSPG4 331.412 242.383 136.869 594.888 264.898 688.728 810.608999999999 1184.49 820.296 382.31 146.31 486.044 151.584 190.366 118.769 625.347 234.717 128.147 2149.4 173.707
+CSPG4PY2 0 0 0 0.7746 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CSPG5 6.7243 9.6631 23.7002 32.5329 2.2354 8.8247 34.8114 7.1396 10.5708 41.8848 2.5445 7.8883 30.543 1.1584 0.5374 6.4755 16.9567 4.5767 8.4567 36.2069
+CSPP1 250.605 103.476 194.342 364.834 202.306 184.854 106.801 241.046 125.264 215.662 229.644 223.119 59.3891 331.306 134.892 86.9565 269.848 262.395 92.5534 298.966
+CSRNP1 1096.06 937.726 699.748 673.896 412.995 509.426 1657.27 1865.81 1066.07 1231.59 902.036 958.738 324.661 915.531999999999 696.493 393.154 727.354 774.981 795.396 562.069
+CSRNP2 1224.3 1871.02 1362.76 3038.73 398.465 998.395 1351.43 2687.2 816.596 650.997 1958.02 856.189 1047.51 1875.86 774.956 1571.69 1630.97 2593.44 929.293 3811.64
+CSRNP3 10.0865 112.737 3.555 2.3238 6.1474 0.4011 1.6577 12.5793 2.6427 0.4456 3.8168 4.8544 8.4842 14.2871 13.9729 5.5504 0.4462 9.9161 4.6981 34.4828
+CSRP1 448.607 1402.76 1818.99 821.069 582.888 3164.06 3152.09 243.086 3158.56 5297.98 1005.09 530.34 333.71 1038.32 5206.5 1279.37 1103.53 862.7 2630.02 115.086
+CSRP2 629.683 3578.98 192.564 474.051 56.4445 111.913 660.588 1273.23 209.831 286.064 445.293 728.762 229.072 371.851 119.844 327.475 798.304 356.217 74.2307 1361.64
+CSRP2BP 649.856 499.262 702.711 357.862 1897.88 1000.4 383.34 776.175 732.558 272.251 889.313 1356.19 1671.95 1467.71 1199.52 1075.86 668.005 858.124 1159.03 301.293
+CSRP3 0 0 0 0 0.5589 0 1.6577 0 6.3425 0 0 0 0 0 0.5374 0 0.4462 0.7628 2.8189 1.2931
+CST11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CST1 0 35.8341 0.5925 0 6.7063 0 0 0 0 0.4456 0 6.068 0 0.3861 0 228.492 0.4462 2.2883 0.9396 0
+CST2 0 25.3657 72157.6 9.2951 26.2663 6557.16 0.8288 0 2.1142 1.7823 3.1807 456.311 24.8869 191.138 16.1225 131.36 9.817 2.2883 17.8529 1.7241
+CST3 9073.97 3487.18 13862.8 22161.1 7291.96 5031.29 12830.1 15118.9 9466.17 8383.2 21718.2 17182.6 8461.54 44522.1 9216.18000000001 54296.9 8963.86 36222.7 7847.31 9158.62000000001
+CST4 0 3.221 7.1101 0 0 1.2034 0 0 0 1.7823 0 20.0243 0 0 0 33.3025 0.4462 0 0 1.2931
+CST5 0 4.8316 13452.8 0.7746 1.6766 1134.78 0 24.4786 12.685 0 21.6285 12.1359 96.7195 601.216 12.3606 0.9251 224.453 25.1716 39.4644 3.4483
+CST6 0 0.8053 0.5925 0 0.5589 0.4011 0 0 0.5285 18.2689 0.6361 2.4272 0.5656 0 0.5374 3.7003 0 0 0.9396 0.431
+CST7 20.1729 20.5341 8.2951 13.1681 24.5897 2.4067 171.571 11.8993 3.6998 363.15 18.4478 63.1068 8.4842 1.1584 3.2245 77.7058 38.822 386.728 10.3359 1.2931
+CST8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CST9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.9251 0.4462 0 0 0
+CST9L 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22.0813 0
+CSTA 16.3305 83.3445 68.1381 5.4222 728.19 394.304 577.29 4.0798 8.4567 898.296000000001 20.9924 35.1942 13.5747 15.4455 52.1295 39.778 3.1236 48.0549 7.0472 2.1552
+CSTB 3637.85 3088.18 4725.23 5295.89 5223.07 9081.03 2014.5 3280.47 2687.1 7541.94 4578.88 3365.9 4151.02 2371.66 3744.19 9707.68 3350.74 5204.42 3543.34 2908.19
+CSTF1 542.747 738.021000000001 629.24 257.94 505.206 1026.88 489.432 737.077 471.987 658.572 725.191 577.063 1816.18 981.176000000001 830.848 662.35 1072.74 574.371 515.856 743.966
+CSTF2 158.501 258.489 293.882 168.861 80.4754 211.392 233.734 199.568 271.67 595.299 300.891 220.267 164.027 197.316 214.967 296.947 268.184 205.187 313.836 271.121
+CSTF2T 506.244 1146.69 1150.64 1048.8 1165.22 1844.36 873.187 1732.54 725.159 801.159 1309.16 1608.01 716.063 1307.85 1517.67 1259.02 796.073 1526.32 1021.85 613.793
+CSTF3 730.014 374.446 442.565 583.687 314.636 323.867 512.81 506.883 528.324 859.53 546.342 444.715 621.606 483.83 484.751 365.402 550.602 553.684 273.253 633.043
+CSTL1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CSTT 0 0 0 0 0 0 0 0 0.5285 0 0 0 0 0 0 0 0 0 0 0
+CT45A1 0 0 0 0 0 1.2034 0 0.68 26.9556 0 0 0 1.1312 0 0 0 0 0 0 0
+CT45A2 0 0 0 0 0 0.4011 0 0.34 0 0 0 0 1.1312 0 0 0 0 0 0 0
+CT45A3 0 0 0 0 0 0.8022 0 0 1.0571 0 0 0 0 0 0 0 0 0 0 0
+CT45A4 0 0 0 0 0 0.4011 0 0 1.0571 0 0 0 0 0 0 0 0 0 0 0
+CT45A5 0 0 1.185 0 0 0.4011 0 0 6.3425 0 0 0 3.9593 0 0 0 0 0 0 0
+CT45A6 0 0 0 0 0 0 0 0 0 0 0 0 2.2624 0 0 0 0 0 0 0
+CT47A10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CT47A11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CT47A1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CT47A2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CT47A6 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+CT47A7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CT47A9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+CTDP1 422.19 477.922 886.386999999999 573.199 578.976 427.597 1022.38 478.012 730.444 538.71 262.087 366.505 490.95 550.632 614.806 496.762 663.097 449.275 542.636 434.052
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+CTHRC1 74.928 1825.93 23.1077 213.788 12.2948 381.869 4219.64 822.751999999999 42.2833 279.826 314.885 13.9563 103.507 171.831 52.6669 123.959 206.604 90.7704 6.1076 331.034
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+CTNNA1 7275.7 11784.6 8494.15 7057.32 13313.1 10603.7 7289.68 7433.67 10654.3 8771.74999999999 18601.1 8088.59 8829.19 8295.4 10320 12316.4 7639.45 10256.3 13463.5 16817.7
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+CTNNAL1 4777.62 2239.03 3646.87 2625.1 9413.38 5943.44 778.699 2826.6 6015.86 701.793 4173.66 2808.25 4748.3 10075.5 5069.46 1040.7 5951.81 2501.91 3166.08 5812.93
+CTNNB1 5634.47 62658.4 6337.43 5979.06 8800.31 6682.3 7241.19 15656.1 6880.02 2553.19 6262.71 6612.84 11991 11311.5 7534.59 3878.79 7002.66 4778.02 10700.5 26478
+CTNNBIP1 475.504 279.828 804.621 463.207 549.915 650.221 836.718 602.105 873.15 2192.27 509.542 293.689 394.796 802.78 502.486 498.612 1339.58 739.893 998.356000000001 309.914
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+CTNS 302.31 702.252 312.463 325.709 954.343 880.016 914.886 403.322 759.408 246.354 303.206 1158.04 256.063 417.836 457.101 399.454 318.144 482.853 603.355 283.039
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+CTR9 1389.05 1112.87 1355.06 657.63 1825.23 1261.93 952.756 1112.42 1109.94 914.337 1272.9 815.534 1003.39 1065.35 684.133 1086.96 952.700000000001 969.489 1614.75 1402.16
+CTRB1 87.8963 10.4684 1.7775 0 0 132.772 0 0 28.5412 0 0 15.7767 348.416 0.3861 0 5.5504 1.3387 3.0511 10.8057 10.3448
+CTRB2 298.751 13.6894 2.9625 0.7746 0 115.122 0.4144 0 29.0698 0 4.4529 9.1019 324.095 4.6337 0 1.8501 0.8925 0.7628 31.9474 9.4828
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+CTRL 7.2046 2.0132 7.1101 22.4632 8.3829 2.8079 41.4422 8.4995 14.2706 19.1601 8.9059 6.6748 5.6844 18.1485 20.9593 4.6253 16.9567 32.7994 2.8189 12.069
+CTSA 12167.6 24581.3 7524.18 24964.3 44714.9 13475.7 11361.6 14924.6 9411.57 7395.54 42134.2 22736.1 11785.9 20170.6 7884.41 52289.5 8389.15 78671.1999999999 21907.6 5749.46
+CTSB 8987.51 22451.1 4733.52 8098.37 17887.3 2707.98 60836.7 7177.32 9752.11 46555.9 11683.8 19370.8 4993.21 6791 7749.03 18388.5 4837.13 13792.5 9735.49000000001 12214.7
+CTSC 1322.29 3461.41 3858.98 1426.8 1559.21 6128.36 7933.69 276.064 592.495 16081.1 1353.69 5172.33 990.385 896.998 1613.87 2653.1 2727.8 2327.99 2594.32 3135.78
+CTSD 50882.8 49402.3 26924.6 14663.8 66331.2999999999 42076.6 58063.8 9539.84999999999 21753.2 46855.7 32381.7 64902.9 28924.8 32639.8 14252.3 46128.6 14532.4 18652.2 65920.0999999999 31790.5
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+CTSF 1310.28 1976.51 2527.63 1446.94 2846.26 2845.97 677.165 2078.98 1010.57 697.783 1685.11 2706.92 1207.58 3599.58 1048.5 3400.55 966.533 2819.22 1164.2 1049.57
+CTSG 0.4803 0.4026 0 0 0 0.4011 26.1086 0 0 0 0 0.6068 0 0 0 1.8501 0 0 0 0
+CTSH 493.756 1182.53 472.819 939.582 1469.79 164.862 3996.27 187.669 645.877 1046.67 451.018 2223.3 596.154 757.602 1006.05 1103.61 1289.16 2504.96 993.658 636.207
+CTSK 116.715 104.281 69.9156 351.665 138.596 91.055 9120.18 67.3161 162.791 248.635 241.094 129.854 126.697 117 133.28 192.414 214.636 274.599 48.8607 115.948
+CTSL1 2582.61 2233.79 2569.1 3210.69 2570.18 3062.58 11903.9 3242.73 4156.98 8113.62 2469.47 8936.29 1363.12 3738.58 4146.72 4003.7 5240.96 2604.88 2697.2 1352.16
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+CTSL3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CTSO 401.057 361.965 1379.35 710.302 678.452 798.636 1007.46 941.405 948.731 303.442 753.817 1516.38 442.873 1300.13 873.841 2899.17 856.76 887.109 1709.65 570.259
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+CTSZ 7746.4 6984.43 4267.81 2625.87 4720.66 349.779 10014.1 293.403 645.877 10608 1941.48 4050.97 925.905 7960.61 934.569 10055.5 5177.15 3277.65 1150.58 10640.1
+CTTN 6268.97 6484.36 4449.71 5967.47 3644.3 4936.22 5719.02 5687.87 3957.72 3884.59 3989.19 5091.02 3628.39 6167.78 3336.83 3937.1 3334.67 4409.61 4108.53 4314.66
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+CTTNBP2NL 293.948 490.404 230.484 185.902 324.696 374.649 603.813 450.474 274.313 246.407 277.354 272.452 152.715 333.623 313.315 394.08 254.351 276.125 276.251 362.931
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+CTXN3 0 0 0 0 0 0 1.6577 0 0 0 0 0 0 0.7723 0 0 0 0 0.9396 0
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+CUEDC1 51.8732 261.71 74.0631 103.021 217.395 148.817 462.909 192.429 150.106 155.508 183.842 671.116 159.502 223.574 138.116 197.04 203.034 140.351 243.834 48.7069
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+CUL1 2185.4 3367.69 2854.69 1705.65 1792.81 2010.43 1749.27 2018.12 2189.75 2130.78 1805.98 2256.41 1080.88 2919.97 1962.11 1523.59 3798.3 3112.13 3049.1 1206.9
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+CUL4A 1219.02 2259.56 1426.75 3527.5 1587.71 699.559 1241.19 2029 1056.55 1158.52 1014.63 1433.86 798.077 1351.48 1669.76 536.54 937.528 836.766 2710.83 1931.9
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+CWC22 397.695 431.62 336.543 359.411 512.472 449.659 652.715 469.513 330.867 732.093 374.682 314.32 363.688 327.831 419.723 471.785 268.63 413.425 367.865 526.293
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+CWH43 0 0.4026 2.37 2.3238 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CX3CL1 383.285 1430.55 122.648 494.965 286.135 648.616 1658.52 2128.28 1788.06 163.529 1409.03 430.825 467.76 305.049 212.817 417.206 2357.88 2201.37 1104.06 194.828
+CX3CR1 107.589 7.2473 16.5901 13.1681 7.824 5.2146 229.59 28.2184 7.9281 28.5173 68.0662 837.985 48.0769 85.7226 32.2451 217.391 24.5426 144.165 30.0681 6.4655
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+CXCL2 15.3698 22.5473 45.0304 7.7459 26.8251 35.7 533.361 10.5394 15.8562 1633.95 17.8117 37.6214 4.5249 16.6039 24.1838 14.8011 6.2472 97.6354 5.168 59.9138
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+CXCR1 0.9606 0.4026 4.1475 0 2.2354 2.0056 0.8288 1.6999 5.2854 49.9053 5.0891 0 0.5656 0.7723 0 0.9251 0 3.8139 5.168 0.8621
+CXCR2 2.8818 1.6105 0.5925 0 2.2354 0.8022 6.6308 1.6999 3.6998 39.6569 3.1807 2.4272 0 0 1.6123 1.8501 1.7849 1.5256 1.4094 0
+CXCR2P1 1.9212 2.4158 0.5925 3.873 2.2354 4.0112 121.84 0.68 5.2854 23.1703 8.2697 0.6068 2.8281 0 0.5374 1.8501 12.9407 102.212 3.2887 0.431
+CXCR3 6.244 7.65 8.2951 3.873 5.0297 0 68.3796 2.3799 1.5856 94.018 1.2723 29.733 1.1312 4.6337 1.6123 67.5301 19.1879 122.044 7.9868 0
+CXCR4 2214.22 1189.37 4274.92 4728.12 4609.45 4966.31 1708.25 1590.43 9662.26 2278.71 6833.33 1394.42 5063.35 6563.95 8635.77 3727.1 2666.67 3795.58 14181.3 11806.9
+CXCR5 3.8425 20.9368 1.7775 4.6476 1.1177 0 1.2433 0.34 0.5285 7.1293 3.8232 0.6068 1.1312 1.1584 0.5374 3.7003 1.7894 23.6461 10.8198 4.3103
+CXCR6 2.4015 21.3394 0.5925 0.7746 25.1486 0 210.112 2.0399 2.6427 104.712 4.4529 98.301 0 0.3861 1.6123 61.0546 31.2361 199.847 4.6981 0
+CXCR7 216.138 631.727 904.755 201.394 66.5039 584.837 1671.78 876.469 245.772 1732.43 251.908 61.2864 775.452 466.84 317.614 100.833 1072.29 199.847 185.577 1309.48
+CXorf1 0 0 0 0 0 0 0 0 0 0 0.6361 0.6068 0 0 0 0 0 0 0 0
+CXorf21 14.8895 7.65 1.7775 2.3238 10.6183 2.4067 44.7576 4.0798 6.3425 21.8336 8.2697 57.6456 6.2217 5.0198 9.6735 10.1758 2.6774 38.9016 7.517 0.431
+CXorf22 0.4803 0 1.185 0.7746 0 0 0 0.34 2.6427 0 0.6361 6.6748 0 1.1584 0 0 2.6774 0 0 0
+CXorf23 109.03 139.31 186.047 130.132 57.5622 81.428 113.137 86.015 156.448 97.1371 151.399 145.024 55.4299 129.742 68.252 116.559 74.9665 127.384 145.643 136.638
+CXorf26 912.104 473.493 485.261 642.138 499.059 563.979 688.355 843.491000000001 801.269 717.389 999.364 392.597 627.262 1131.77 577.187 493.987 751.896 610.984 992.718 729.741
+CXorf27 0 0 0.5925 0 0 0 0.8288 0 0 0 0 0.6068 0 0 0 0 0 0 0 0
+CXorf30 0 0.4026 0 0 0 0 0 0 0.5285 0 0 1.2136 0 0.3861 1.0748 0 0.4462 0 1.8793 0
+CXorf36 279.059 576.567 359.058 295.895 980.793 614.521 454.621 747.616 250 107.385 435.115 316.141 563.348 448.306 334.274 676.226 174.03 302.822 500.822 133.621
+CXorf38 94.6206 274.191 253 223.083 114.007 197.353 135.93 94.8545 191.861 137.685 212.468 149.879 113.122 389.613 123.069 174.838 182.508 112.891 257.458 314.224
+CXorf40A 383.285 314.454 889.35 539.892 236.396 399.92 360.547 321.281 965.645 302.997 615.776 861.044 300.905 764.166 631.466 569.843 711.736 540.046 638.478 214.224
+CXorf40B 434.678 396.994 708.636 325.329 222.984 440.032 523.415 259.065 877.377999999999 447.365 428.117 661.408 381.222 487.306 561.064 362.627 475.68 490.465 678.882 236.207
+CXorf41 0 0 0 0 0 0 0 0 0.5285 0 0 0 1.6968 2.703 0 0 0.8925 0.7628 0.4698 0
+CXorf42 43.708 20.1315 17.1826 28.66 15.648 16.446 22.7932 10.1994 64.482 30.2997 31.1705 37.0146 11.3122 31.2772 22.0341 21.2766 46.8541 52.6316 23.0209 8.6207
+CXorf48 6.7243 0 18.3676 13.9427 1.6766 0.8022 0.8288 1.3599 25.8985 0 40.0763 3.034 3.3937 16.9901 1.0748 0.9251 40.1606 1.5256 29.1285 0.431
+CXorf49B 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CXorf50B 32.1806 2.8184 1.185 23.2378 0.5589 0 0 7.1396 1.0571 0.4456 0 1.2136 0 10.8119 0 0 4.9085 0.7628 0 0
+CXorf51 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CXorf56 77.8098 193.665 227.522 64.2912 87.1816 81.8291 168.67 170.67 354.123 138.131 146.947 282.16 90.4977 244.425 188.096 111.933 180.277 97.6354 285.177 89.6552
+CXorf57 149.376 109.516 392.238 82.8815 301.783 170.076 5.3875 53.3769 188.689 0 94.7837 45.5097 261.312 169.901 443.37 59.2044 240.518 123.57 333.568 154.741
+CXorf58 0.9606 1.6105 2.9625 0 1.6766 1.2034 1.2433 0.34 1.5856 3.5647 1.9084 3.034 0 4.6337 2.1497 2.7752 5.3548 3.0511 15.5039 0.8621
+CXorf59 0.4803 0 0 0 0 0 0.4144 0 0.5285 0 0 0 0 0 0 0 0 0.7628 0 0
+CXorf61 0 0 0 0 0 0 0.4144 0 0 382.31 0 0 0 0 0 0 0 0 0 0
+CXorf64 0 0 0.5925 0.7746 0 0 5.3875 0.34 0 0 0 0 0 0.3861 0 0 0.4462 1.5256 0 0
+CXorf65 0 0 0.5925 0.7746 0 0 0 0 0.5285 0.8912 0 0 0 0 0 0.9251 0.4462 0 0 0
+CXorf66 0 0 0 0 0 0 0 0 0.5285 0 0 0 0 0 0 0 0 0 0 0
+CXXC1 1065.8 692.122 849.652 1759.1 908.701 1271.16 1065.06 619.444 1256.87 811.852 503.817 771.845 1516.4 564.919 846.433 688.252 875.502000000001 820.747 435.518 523.707
+CXXC4 4.3228 0.4026 0.5925 0 0 0.4011 0.4144 7.8195 0.5285 0.4456 2.5445 1.2136 0 0.3861 1.6123 0 0 2.2883 20.6718 0
+CXXC5 44.6686 196.484 187.824 271.108 44.1497 586.843 662.246 464.073 1146.93 286.956 1552.8 845.266999999999 98.9819 270.683 2073.36 527.289 270.415 283.753 907.681999999999 28.0172
+CYB561 886.648 1137.03 907.125 1485.67 480.058 642.198 197.265 1235.49 789.112 2113.4 3141.22 1274.88 317.873 1719.47 281.07 2455.13 1126.28 1595.73 1550.86 556.466
+CYB561D1 618.636 547.175 535.624 422.153 443.173 455.676 537.091 364.459 635.835 366.715 349.873 236.65 430.43 307.366 1124.82 167.438 489.514 374.523 849.424 378.017
+CYB561D2 725.745 1122.23 542.817 430.782 578.417 667.469 772.76 486.852 967.758999999999 412.164 874.682 1000.61 572.726 596.969 575.741 616.161 579.817 472.693 839.558 632.573
+CYB5A 208.934 347.873 296.845 178.156 6175.37 1146.41 411.106 198.888 435.518 732.539 140.585 1203.88 1089.37 202.722 271.396 670.675 253.012 135.774 1063.19 261.638
+CYB5B 23155.1 5954.5 21036.9 19510.5 6971.18 40978.3 1682.14 10451 10723.6 3457.28 12633 8956.31 37244.9 25036 12421.9 23764.1 12015.2 11145.7 6709.89 25290.1
+CYB5D1 1262.25 307.61 932.602999999999 242.525 288.37 342.96 242.022 499.091 518.499 292.303 444.656 650.485 211.538 800.077 633.078 518.039 526.104 363.082 317.125 221.121
+CYB5D2 3654.18 436.854 595.467 532.146 493.471 304.854 270.203 744.217 504.228 331.959 465.013 1327.67 545.814 815.523 378.342 656.799 926.818 601.831 824.994 288.362
+CYB5R1 1078.29 2284.12 1030.96 718.048 2695.92 2347.37 616.66 1139.61 1285.94 1200.4 1158.4 1308.86 2992.08 1015.54 1041.52 983.349 435.966 1145.69 2263.57 1249.14
+CYB5R2 600.865 96.2287 33.7728 116.189 568.916 14.4404 9.9461 71.3958 63.9535 20.4968 217.557 1.2136 2.8281 70.6632 1.0748 18.5014 283.802 32.7994 17.8529 2.5862
+CYB5R3 3543.71 5524.09 17785.8 5731.99 25400.6 3994.38 4489.85 4062.76 14833.5 9135.79 3593.51 3118.33 4287.9 6175.11 11972.1 4520.81 13394.9 5245.61 7230.91 9365.09
+CYB5R4 144.572 153.805 120.278 56.5453 339.226 92.6594 363.448 157.071 242.072 154.172 302.799 291.262 123.303 169.128 171.974 171.138 120.036 192.22 713.178 262.931
+CYB5RL 16.3305 78.1103 33.7728 27.1108 35.7668 44.9258 32.7393 23.7986 33.8266 36.0922 12.7226 69.1748 9.6154 48.6533 72.5514 18.5014 23.2039 30.5111 74.2307 16.3793
+CYBA 452.45 224.265 270.182 393.493 665.039 300.842 3582.26 226.767 283.298 5919.57 412.214 611.65 1027.71 165.653 265.484 737.28 300.759 1635.39 321.353 787.069
+CYBASC3 1285.3 1308.95 2461.26 1701.01 8323.61 1861.61 1831.33 1407.52 2641.12 3019.27 2746.18 8067.96 2539.03 2438.85 1084.51 2138.76 1545.74 2736.84 4856 1242.67
+CYBB 328.53 135.686 31.9953 54.2215 719.807 49.3381 3464.98 54.0569 103.594 1089.45 157.125 1035.19 234.728 69.1186 161.763 278.446 58.9023 459.954 219.873 21.5517
+CYBRD1 1402.5 2516.04 244.112 1086.75 2102.98 1471.32 8970.58 921.006 151.163 3494.71 1134.86 1708.74 1043.55 874.216 240.226 5377.43 1253.46 1703.28 452.901 2451.72
+CYC1 4594.14 2693.6 2151.98 2757.55 4746.93 3754.91 2128.06 7090.97 2291.23 6099.14 6015.9 11606.2 10011.9 6004.83 4740.02 2986.12 6657.74 5652.94 3949.26 4600.86
+CYCS 3278.58 2149.64 6348.69 4723.47 2448.91 6050.54 3130.13 2125.56 5937.1 4157.74 2433.21 8720.87 4338.8 5856.94 8262.8 2668.83 7426.15 4388.25 7147.29 5665.95
+CYCSP52 0 0 0.5925 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CYFIP1 1748.32 2072.34 1228.26 1446.17 1790.58 1446.85 2350.19 1246.03 2252.64 2284.95 1689.57 1499.39 1872.74 1203.2 2047.56 1140.61 1444 1416.48 1804.56 1281.03
+CYFIP2 464.457 961.079 2355.21 78.2339 2453.38 3570 284.708 767.675 378.964 126.991 400.763 602.548 4861.99 3104.93 1252.72 398.705 1417.67 561.404 3551.33 1654.74
+CYGB 163.785 468.259 121.463 441.518 746.633 451.665 1497.31 404.236 256.871 62.3816 469.466 645.024 1286.76 249.445 188.634 1229.42 290.942 164.76 241.954 241.81
+CYHR1 1249.28 701.382 1151.24 2854.38 1389.88 667.469 1038.13 1952.17 499.471 2098.25 2223.28 1934.47 1132.92 1764.26 1152.22 2621.65 1705.04 3273.84 538.877 910.776
+CYLC1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CYLC2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CYLD 1790.59 1474.03 3403.35 2030.98 1256.87 1321.3 641.939 1925.99 2003.7 549.85 1478.37 2588.59 1342.19 2500.63 2790.27 3169.29 1999.55 1394.36 1962.41 1202.59
+CYMP 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.4623 0 0.4698 0.431
+CYorf15A 306.436 1.2079 0.5925 281.177 0 0 63.821 0 0 17.3777 619.593 0 0 0 11.2858 399.63 10.2633 33.5622 0 0
+CYorf15B 321.806 0 0 1189 0 0 62.9921 0 1.0571 10.694 679.389 0 0 0.7723 6.9864 522.664 7.5859 68.6499 0 0
+CYP11A1 15002.4 9199.3 46384.8 23606.5 130247 47821.1 45.172 19228.3 68377.4 228.584 111913 7706.31 99661.7999999999 29863.1 109979 7447.73 10520.3 60611 247238 17952.6
+CYP11B1 3094.14 17.7157 31469.7 1068.16 201267 53464.1 13.2615 36.7179 7012.16 9.8028 223.919 23313.1 56709.3 7737.43 25011.4 8179.46 302.99 7081.62 2658.21 8787.5
+CYP11B2 1534.1 71.2656 5342.02 5.4222 151.45 30.0842 0 311.422 215.116 0.4456 55.3435 35.801 2.2624 124.722 2.6871 9.2507 376.618 2204.42 462.767 206.035
+CYP17A1 17216.6 4164.04 292826 226417 508721.999999999 591545 87.385 1687.22 318228 298.095 377126 585.388 344471 176621 180698 2995.32 27471.2 252717 194560 360178
+CYP19A1 297.31 1.6105 177.751 958.947 11.736 10.0281 889.349 7.8195 229.915 9.8028 3987.91 3.6408 21.4932 133.99 392.315 7.4006 146.81 26.6972 2114.63 11.2069
+CYP1A1 0.9606 5.6368 4.74 11.6189 5.0297 30.4854 32.3249 4.0798 26.9556 0 3.1807 1.2136 24.3213 13.901 43.5308 5.5504 3.5698 2.2883 6.5774 9.4828
+CYP1A2 0 0.4026 0 3.873 0 0.4011 0.4144 0 1.0571 0 0 1.2136 0 0.3861 0.5374 0 0 0 0 0
+CYP1B1 71.0855 153 208.562 68.9388 168.216 168.071 1621.63 32.6381 65.0106 3067.39 247.456 211.165 436.652 142.485 112.32 687.327 174.476 307.399 128.259 199.138
+CYP20A1 1304.51 411.488 476.966 697.134 1118.27 1190.13 551.596 722.458 530.655 483.458 907.125 294.903 611.991 754.127 741.099 649.399 546.631 740.656 535.588 769.397
+CYP21A2 227002 56352.7 37773.6 71411.1999999999 165257 102220 133.763 103840 41180.3 134.245 143742 7458.45 170232 113320 22923.3 5255.74 36430.7 86283 183203 79795.7
+CYP24A1 0.4803 3.6237 21.3302 0.7746 0 0 0 4.4197 6.3425 641.194 0 1.8204 5.0905 72.5939 6.9864 2.7752 12.9407 0 0.4698 33.6207
+CYP26A1 0.9606 1.6105 0.5925 7.7459 0.5589 0 2.4865 1.0199 0.5285 0 0 0 0.5656 0 0 0 0.8925 0.7628 0 2.1552
+CYP26B1 75.4083 368.004 18.3676 137.103 62.5919 439.23 14.0903 66.9761 57.0825 5.7926 101.145 20.0243 959.276 62.1682 1939 41.6281 640.785 9.9161 3.2887 559.483
+CYP26C1 0 5.6368 0 1.5492 0 0 0 0.68 0 0 0.6361 0 0 0 0.5374 0 0.4462 0 0 0
+CYP27A1 1415.95 1852.1 56.288 108.443 6292.17 1284 1348.11 1296.68 99.3658 826.557 3430.66 2477.55 1727.94 472.632 136.504 7057.35 572.958 5017.54 1470.99 676.293
+CYP27B1 74.928 229.499 80.5807 158.792 32.9725 230.245 13.2615 50.6571 74.5243 21.8336 43.257 84.9515 189.48 121.247 264.409 35.1526 152.164 44.241 27.7191 231.465
+CYP27C1 0 0.4026 0 7.7459 0 0 30.2528 0 0 19.1601 0.6361 3.6408 0.5656 0.3861 0.5374 0 2.6774 0 0 0
+CYP2A13 0 0 0.5925 0 2.7943 0 0 0 0.5285 0 0 0 0 0 0 0 0 0 0 0
+CYP2A6 5.7637 0 7.7026 71.2626 91.6525 0 0 0.34 5.814 0 28.626 1.2136 2.8281 1.9307 1.0748 12.0259 26.7738 3.8139 17.8529 0
+CYP2A7 0.4803 0 0 8.5205 0.5589 0 0 0 1.5856 0 0.6361 0 0 0.3861 0 0 0.4462 0 1.8793 0
+CYP2B6 0 0 0 0.7746 0 0.4011 0 0 0.5285 0 0 0 0 0 0 0 0.4462 0 0 0
+CYP2B7P1 0 0.8053 23.7002 102.246 7.824 10.8303 1.2433 36.7179 127.907 0 27.3537 7.2816 1.6968 3.8614 10.7484 0 14.2793 9.9161 27.7191 0.431
+CYP2C18 2.3151 0 0.5925 4.3377 0 2.0056 2.0721 0 11.6279 0 2.5445 0 0 0.3861 0.5374 0 3.1236 1.5256 0 9.0517
+CYP2C19 0.5668 0 0 1.0844 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CYP2C8 5.2834 30.1973 79.9881 652.982 60.3565 62.9763 1.2433 0 0.5285 4.9014 19.084 92.233 1.6968 99.6235 0.5374 35.1526 0 175.439 82.6873 1.2931
+CYP2C9 9.6061 0 0 63.5167 0 0.4011 0 1.6999 5.2854 0 0.6361 0.6068 0 0.3861 2.1497 0 0.4462 0.7628 0 5.6034
+CYP2D6 1.4409 2.0132 7.7026 145.624 3.912 8.0225 7.0452 2.3799 26.4271 16.041 7.6336 3.6408 4.5249 5.0198 1.6123 1.8501 11.1557 6.1022 1.8793 21.1207
+CYP2D7P1 12.9683 7.2473 9.4801 84.4307 18.4423 12.0337 12.8471 3.7398 11.6279 24.5071 7.6336 4.2476 5.0905 3.8614 1.0748 0.9251 17.8492 9.1533 4.2283 53.8793
+CYP2E1 223.77 93.4102 4.5919 233.215 10.0594 195.415 80.058 20.0588 31.7125 0.8912 64.2494 33.3738 13.009 10.0396 3.2245 39.556 113.275 207.582 4.7028 27.5862
+CYP2F1 0 0 1.185 0.7746 0.5589 0.8022 0 0.68 1.5856 0 0 0 0 0.3861 0 0.9251 0 0 0 0
+CYP2J2 4.8031 8.4552 374.463 12.3935 514.707 2.0056 8.7029 14.9591 11.6279 6.6837 6.3613 3.034 604.638 1.1584 11.2858 6.4755 33.021 22.1205 1.4094 43.9655
+CYP2R1 266.571 130.855 171.826 254.067 159.274 117.93 70.4517 145.172 225.687 218.336 153.308 256.068 230.769 179.168 128.443 97.1323 115.127 170.862 277.19 290.086
+CYP2S1 22.0941 77.305 36.1428 469.404 23.472 7.6213 25.6942 1.3599 8.9852 132.338 1036.9 20.6311 22.0588 11.198 9.1361 53.654 0.8925 57.971 9.3963 9.0517
+CYP2U1 198.847 385.72 461.561 371.805 288.929 255.114 308.33 632.703 318.182 67.2831 423.664 1112.86 175.905 1105.13 172.511 1077.71 396.698 598.78 533.705 300
+CYP2W1 198.847 181.586 207.377 1078.23 3969 267.549 0.8288 533.769 354.123 0.4456 144.402 48.5437 186.086 335.168 595.996 114.709 224.007 370.709 427.531 121.121
+CYP39A1 10.0865 7.65 6.5176 52.6723 238.632 294.424 8.7029 10.5394 80.3383 81.9873 351.145 127.427 2.8281 291.534 5.3742 481.961 182.508 195.271 354.24 68.5345
+CYP3A4 0 2.8184 4.74 12.3935 1.1177 0 0.8288 1.0199 253.171 0.4456 366.412 4324.64 0 2.3168 6.9864 3168.36 2.6774 43.4783 1246.89 3.0172
+CYP3A43 1.4409 0.4026 0.5925 4.6476 0.5589 0.4011 1.2433 0 5.2854 0.4456 0 1.8204 0 0.3861 0.5374 0 0.8925 2.2883 6.1076 8.1897
+CYP3A5 334.774 84.1498 1343.21 1144.85 521.972 181.308 30.2528 69.6959 1094.61 2.6735 625.954 2041.26 30.543 210.059 1458.01 532.128 108.434 387.49 450.552 114.224
+CYP3A7 6.244 73.6814 1.7775 1.5492 54.2091 2.4067 38.1268 3.7398 45.9831 0.4456 14.631 151.699 1.6968 0 30.6328 751.869 4.0161 36.6133 224.101 5.1724
+CYP46A1 7.2046 28.5868 177.751 198.296 27.384 26.4741 50.9739 225.747 102.537 4.0102 94.7837 130.461 13.009 48.6533 54.8166 86.0315 116.02 25.1716 217.054 10.3448
+CYP4A11 0 0 0 0 0 0.8022 0 0 0 0 0 0 0 0.7723 0 2.7752 0.4462 0 1.8793 0
+CYP4A22 0 0.4026 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CYP4B1 4.8031 1.6105 40.2903 0.7746 38.0023 2.8079 1.2433 1.0199 2.1142 3.1191 6.3613 3.034 1.6968 6.5643 1.0748 13.876 0.4462 1.5256 52.1494 2.1552
+CYP4F11 11.5274 94.2155 383.351 0.7746 112.889 0.8022 5.3875 35.018 168.605 2.6735 18.4478 203.883 0 620.909 3.2245 445.883 16.5105 0 223.632 0.431
+CYP4F12 52.8338 7.2473 0.5925 3.873 159.274 0 1.6577 4.7597 2.6427 0 8.9059 109.223 1.1312 18.9207 4.2993 22.2017 41.0531 9.1533 5.6378 0.431
+CYP4F22 0.4803 0.4026 2.37 4.6476 1.1177 0 2.901 0.68 1.5856 6.2382 0 1.2136 0 0 0 3.7003 1.7849 0.7628 0.9396 0
+CYP4F2 0.4803 0 7.7026 0 0 1.6045 0 0 1.0571 0 0 0 0.5656 1.9307 0 0 0.4462 0.7628 5.168 0.431
+CYP4F3 0 0 0 0 0 0.4011 2.901 0 0.5285 0.8912 0 6.068 0 1.5446 0 0 0 0 0 0
+CYP4F8 0 0 0.5925 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+CYP4V2 1110.47 1360.49 1126.94 2564.68 918.202 3593.66 705.346 2969.39 745.243 182.689 1074.43 3828.28 1696.83 1445.31 1282.28 3334.88 2157.07 1119.76 1918.72 749.138
+CYP4X1 9.6061 26.5736 2.9625 13.9427 10.0594 5.6157 31.0816 7.1396 6.3425 37.8746 27.3537 12.7427 3.9593 10.8119 4.8368 68.4551 11.1557 23.6461 7.0472 2.5862
+CYP4Z1 0 0 0 1.5492 0.5589 0 0.4144 0.34 0 0.4456 0 0.6068 0 0 0 0.9251 0.4462 0 0 0
+CYP4Z2P 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.9251 0 0 0 0
+CYP51A1 9888.57 5615.49 29079 2395.04 12709.5 20932.6 854.124 8194.88 19449.3 1330.51 2178.12 3252.43 18033.4 10370.9 3750.1 1324.7 8426.6 3824.56 31072.1 27897.4
+CYP7A1 0 0 1.7775 3.873 0.5589 0 3.7298 0.68 0.5285 0 2.5445 6.6748 0 3.8614 0.5374 1.8501 0.8925 0.7628 0.4698 2.5862
+CYP7B1 103.746 72.8761 29.6252 101.472 2.2354 2.4067 46.4153 179.51 16.9133 2.6735 136.768 103.155 1.1312 74.5246 2.1497 133.21 86.1223 193.745 106.648 0.8621
+CYP8B1 1.4409 2.4158 2.37 0.7746 2.7943 0.8022 0.8288 0.34 0.5285 0 0.6361 3.034 0 0.3861 1.0748 0 0 3.0511 2.8189 0
+CYR61 565.802 1278.35 697.378 254.841 191.688 1141.6 5746.79 769.715 1299.68 10151.7 1560.43 778.519 959.276 790.424 2433.43 808.511 478.804 2706.33 229.269 1012.5
+CYS1 6.244 43.0815 1.185 34.0821 5.5886 0.4011 712.391 11.8993 12.1564 53.9156 13.9949 1.2136 2.2624 1.5446 1.0748 6.4755 12.0482 2.2883 3.7585 25
+CYSLTR1 6.244 9.6631 2.37 3.873 15.0891 4.8135 24.8653 9.5194 1.0571 8.9117 5.7252 17.5971 1.1312 3.4752 1.0748 42.5532 2.6774 10.6789 18.7926 0.431
+CYSLTR2 3.3622 206.549 29.0327 8.5205 419.142 5.6157 14.5048 16.3191 365.222 7.1293 176.209 1077.06 2.8281 16.2178 3.7619 104.533 18.2954 19.0694 2724.45 5.1724
+CYTH1 1332.37 1629.45 1599.17 1902.4 1584.36 1598.88 2184.42 1781.5 1587.21 1273.92 1041.98 751.214 2966.63 1312.87 1518.2 611.471 1103.08 775.744 749.354 4979.31
+CYTH2 792.507 1132.6 2824.47 3780.79 1865.46 3288.01 1369.25 2762 3365.22 1648.66 4110.05 1314.32 2267.53 2710.3 2335.62 1830.71 2434.18 2498.09 1174.54 3340.52
+CYTH3 825.168 2234.2 689.676 859.798999999999 815.372 672.282 2696.64 689.14 931.29 221.009 725.191 753.034 588.235 980.404 815.799999999999 658.649 843.82 771.167 862.579 1023.71
+CYTH4 139.289 51.9393 271.367 82.8815 359.345 52.146 1287.19 29.9183 99.3658 627.381 156.488 335.558 282.24 184.574 455.73 239.593 74.0741 475.21 162.556 24.569
+CYTIP 49.4717 39.0551 7.1101 28.66 44.7085 4.0112 277.248 14.2792 15.8562 155.954 23.5369 74.0291 31.1086 6.5643 18.8096 65.6799 29.8974 158.657 22.5511 1.7241
+CYTL1 41.3064 2.0132 3.555 4.6476 6.7063 9.627 34.397 9.8594 0.5285 0.4456 5.0891 44.9029 14.7059 13.901 15.5851 143.386 0.8925 7.6278 8.4567 0
+CYTSA 1162.82 1325.86 770.849 450.039 724.837 383.073 1153.34 633.723 764.271 912.108999999999 326.336 723.908 591.063 1960.42 913.61 428.307 1479.7 610.984 747.005 1340.52
+CYTSB 744.476 324.52 209.747 324.555 1162.98 1051.34 89.9295 472.913 385.307 160.41 751.908 955.704 1231.33 878.077 513.234 457.909 463.632 567.506 460.418 435.776
+CYYR1 1646.97 507.314 186.639 179.706 1098.15 732.451 283.879 2323.42 193.975 89.5622 810.433 1233.62 1388.01 2212.95 275.158 4002.78 1905.4 1025.17 1030.77 753.448
+D2HGDH 761.287 531.069 418.308 1127.81 875.728 269.555 447.576 313.802 538.583 555.642 414.758 738.471 1006.22 463.751 487.975 600.37 651.495 536.995 484.379 389.655
+D4S234E 3068.2 1349.21 1853.95 13440.7 2.7943 62.1741 13.6759 10794 3161.73 8.0205 3627.86 14.5631 188.914 1638.77 7275.56 136.91 4830.88 9.1533 6.5774 2208.62
+DAAM1 146.494 607.972 405.273 202.169 83.8285 299.639 74.1815 128.512 491.543 58.817 286.26 222.694 135.181 315.861 611.581 184.089 309.237 79.3288 495.184 210.776
+DAAM2 1307.59 1137.09 258.095 152.006 279.261 690.337 707.799 1253.58 267.389 25.2378 137.64 247.063 1961.26 389.366 40.9512 353.784 1253.28 178.696 707.874 2132.63
+DAB1 0 0 0 0 1.6766 0.4011 0 0.68 1.0782 0 0 0 0 0 9.6735 0 0 0 0.4698 0
+DAB2 38335.3 9770.23 7984.59 12213 2372.35 4161.25 8060.92 28396.5 2605.18 1007.91 4438.93 2351.94 5722.85 21293.2 4813.65 7083.26 13039.7 5034.32 1649.99 9409.05
+DAB2IP 1186.36 912.361 199.082 921.766 726.514 214.601 1163.28 2945.25 2309.73 396.569 1826.34 372.573 203.054 2531.13 714.228 492.137 2179.38 1900.84 847.545 694.828
+DACH1 505.764 82.9419 30.8103 80.5577 62.5919 21.2595 9.5317 883.609 33.8266 0 53.4351 29.733 29.4118 673.424 48.3676 160.962 253.458 254.767 21.1416 166.379
+DACH2 11.0471 0 0.5925 1.5492 39.12 0 2.0721 0 0.5285 0 0 0.6068 0 0.3861 0.5374 2.7752 0 0 0.4698 0
+DACT1 142.171 260.904 158.199 620.449 19.56 34.4966 443.017 179.17 51.797 4.0102 208.015 101.942 41.8552 138.237 63.4153 154.487 370.37 234.935 51.2098 100.431
+DACT2 2.8818 2.0132 2.37 4.6476 0.5589 423.185 2.4865 2.0399 0 0.8912 10.8142 0.6068 112.557 0 0 3.7003 58.9023 5.3394 1.8793 3097.84
+DACT3 162.824 74.8893 105.466 210.689 4.4709 60.1685 1031.5 1689.36 156.977 12.0307 153.308 58.2524 125.566 109.277 138.116 99.9075 194.11 88.4821 51.6796 44.3966
+DAD1 3710.37 1974.5 4328.84 2799.38 2615.45 3424.79 4064.24 4822.62 8039.64 4421.08 3583.97 2176.58 7914.03 2659.72 12090.8 3127.66 5435.52 2452.33 5974.16 5475
+DAD1L 0 0 0 0.7746 0 0 1.6577 0 0 0 0 0 0.5656 0 0 0 0 0 0 0
+DAG1 986.071 4314.18 2121.76 740.511 1449.67 2895.71 1833.82 1056.66 2229.39 1633.06 1026.08 3589.81 1581.45 1901.34 1675.13 1790.01 1102.63 730.74 1017.62 2468.53
+DAGLA 33.6215 405.449 414.753 400.465 92.2114 83.0325 205.968 147.211 438.689 144.369 493.639 131.675 37.8959 371.464 104.259 279.371 177.153 380.625 427.531 142.241
+DAGLB 432.757 422.762 1696.93 1049.57 2677.48 1217.01 1133.44 380.098 1856.77 621.143 754.453 950.85 1200.23 1512.89 3429.26 970.398 814.369 685.736 1321.59 534.914
+DAK 4116.71 592.672 1592.65 760.651 8128.57 1742.08 367.592 765.295 1199.79 908.99 760.178 785.194 2114.82 1597.84 760.446 775.208 1117.8 1068.65 1644.82 1428.88
+DALRD3 1168.17 1369.28 566.618 430.155 747.594 642.254 558.11 532.096 482.844 388.317 507.653 922.009 1185.28 391.474 742.432 917.65 452.276 470.481 339.267 753.858
+DAND5 5.2834 100.255 65.768 85.2053 4.4709 60.9707 3.3154 143.812 73.4672 1.3367 185.114 214.199 72.3982 133.218 534.731 284.921 98.1705 69.4127 50.2701 12.069
+DAO 0 0.4026 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.8925 0 0 0
+DAOA 0 0 0 0 0 0 0 0 1.0571 0 0 0 0 0 0 0 0 0 0 0
+DAP 1140.73 3355.52 9468.23 4951.98 2047.09 6111.11 8867.39 6738.07 8328.74999999999 4120.31 3739.19 3802.18 3414.03 7091.42 6839.72 4635.52 4639.89 2185.35 10336.4 2938.36
+DAP3 949.087 2527.31 1459.93 649.109 2182.34 2310.47 1648.57 1067.88 1341.44 4690.65 1252.54 1461.77 2919.12 1154.17 2073.36 860.314 1151.72 1582.76 2193.09 1440.09
+DAPK1 31.7003 58.3814 651.755 826.491 1853.73 1266.75 502.279 22.0987 477.801 272.251 153.308 254.854 61.6516 31.2772 1013.03 191.489 43.7305 135.011 917.548 19.3966
+DAPK2 63.4006 34.6262 75.8406 334.624 155.362 79.8235 231.247 167.61 17.9704 100.256 954.198 200.85 6.2217 224.732 13.4354 190.564 167.782 141.876 215.175 15.5172
+DAPK3 956.292 781.506 1503.18 1678.54 1060.71 961.893 1490.68 1413.98 2322.41 527.571 1754.45 1112.86 1524.32 1316.34 2335.08 1322.85 1457.39 1494.28 611.698 1125
+DAPL1 0 339.015 1.7775 14.7173 0 0 0 0 0 0 0 69.1748 0 0 0 0 44.1767 0 3.2887 0.431
+DAPP1 7.2046 8.4552 2.9625 7.7459 59.2388 1.6045 57.1902 3.7398 12.685 28.0717 13.3588 32.767 6.2217 6.1782 6.9864 40.7031 4.4623 286.041 6.1076 0
+DARC 90.2978 60.3946 15.4051 10.0697 23.472 5.2146 39.3701 1.3599 0 26.2894 66.1578 32.767 386.878 64.485 52.6669 474.561 8.0321 160.946 8.9265 6.4655
+DARS 2675.79 1411.62 2671.01 1248.64 2025.3 1789.01 1583.92 1860.37 1710.36 1879.92 1479.64 1049.76 1858.6 1276.96 1302.16 1691.95 2047.75 1481.31 1762.74 3683.19
+DARS2 702.209 1527.18 348.393 250.968 774.575 576.013 325.321 311.082 554.968 559.207 253.181 585.558 505.091 425.524 547.629 238.668 452.923 591.915 631.9 724.569
+DAXX 1685.4 716.279 2298.92 1277.3 1340.7 1793.02 1178.2 867.97 3874.21 2108.95 1791.98 709.345 2632.35 1133.7 2654.31 1118.41 1163.32 1157.13 1313.13 2168.97
+DAZ1 0 0 0 632.068 0 0 2.901 0 0 0 0 0 0 0 0 0 0.8925 1.5256 0 0
+DAZ2 0 0 0 3.873 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+DAZ3 0 0 0 1.5492 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+DAZ4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+DAZAP1 1927.47 1700.31 873.352 3301.32 999.794999999999 1361.01 2614.59 1187.55 1997.36 2197.62 1690.84 1386.53 1482.47 1107.44 1427.92 1012.95 1834.45 1380.63 850.364 1549.14
+DAZAP2 5762.25 12355.5 8088.88 4223.08 6852.14 5538.31 8398.67 9869.63 11362.6 4473.65 7657.12 7926.58 4201.36 7752.49 8405.20999999999 6453.28 9219.99000000001 5812.36 8816.54 30575
+DAZL 0 2.0132 1.185 0 0 0 58.8479 0.68 0 0 0 0 0 0 0 0 1.7849 0 0 0
+DBC1 2.4015 29.7946 46.2154 600.31 5.5886 2.4067 2.901 5.0997 577.696 7.5749 61.0687 305.825 66.7421 148.277 187.559 57.3543 380.634 141.114 70.0023 0.431
+DBF4 182.997 126.829 194.934 153.369 62.5919 406.338 403.647 180.19 507.928 342.653 143.13 126.214 150.452 232.841 175.736 118.409 305.221 204.424 277.19 133.621
+DBF4B 87.4159 52.7446 63.9905 173.509 45.8262 75.01 208.04 107.094 151.691 305.67 87.1501 126.82 49.7738 94.9899 80.6127 92.5069 57.5636 96.1098 68.1231 182.328
+DBH 0 2.4158 1.185 0 2.2354 0 2.4865 0.34 2.1142 4.0102 3.1807 6.068 0 1.5446 1.0748 1.8501 0.4462 12.2044 2.3491 0
+DBI 1644.09 537.512 1209.89 756.778 1873.29 3148.42 3915.04 774.135 1884.25 1695.44 1919.21 1124.39 4184.39 1252.24 888.889 1436.63 1078.98 1342.49 1159.03 3829.74
+DBN1 952.93 899.476 167.679 1852.83 154.803 442.038 3121.01 1403.78 242.072 1420.96 431.298 1231.8 850.113 336.326 345.022 734.505 290.942 185.355 418.135 991.810000000001
+DBNDD1 49.4717 135.284 34.3653 594.113 121.272 148.817 41.4422 111.853 114.693 178.233 36.8957 310.073 119.909 331.692 27.4083 858.464 80.3213 73.2265 33.3568 311.638
+DBNDD2 338.67 521.463 86.9205 381.898 476.146 129.146 522.942 153.827 178.911 1792.7 265.961 487.354 167.161 436.521 67.6663 221.415 268.545 1306.45 153.319 147.285
+DBNL 2167.63 3438.87 2461.86 1089.85 2406.44 2588.05 5427.68 1476.53 2748.94 2569.68 1673.03 2416.26 3130.66 2305.24 957.141000000001 1802.96 2141.45 2074.75 3027.95 2048.71
+DBP 1311.69 3207.74 917.144 4064.6 668.946 1231.82 283.85 9981.64 1209.77 167.793 3989.06 7885.22 3802.43 3071.3 940.986 5969.92 3170.86 2133.94 1021.34 692.241
+DBR1 253.122 443.296 294.475 256.39 179.952 286.402 261.5 298.503 260.571 357.803 321.883 494.539 217.195 281.88 260.11 407.956 285.141 289.855 274.372 340.086
+DBT 849.664 647.027 698.563 417.506 870.699 510.229 336.511 1174.29 515.328 712.487 478.372 953.884 407.805 661.454 1038.29 643.848 531.905 468.345 980.503 374.569
+DBX1 0 0 0.5925 0.7746 0.5589 0 0.4144 0 0 0.4456 0 0 0 0 0 0 0.4462 0 0 0
+DBX2 0 0.4026 0.5925 0.7746 0 0 2.901 0 0.5285 0 0 0 0 0.3861 1.0748 0 0.8925 0 0.4698 0
+DCAF10 803.554 2227.35 699.748 1862.12 827.667 926.193 703.274 457.953 1322.94 877.353 966.285000000001 2143.2 957.013999999999 1609.04 1935.78 1172.06 1746.99 980.168 1206.95 691.81
+DCAF11 3062.73 2047.55 3288.4 1439.69 4271.15 3171.24 1000.06 3877.86 5536.69 957.113000000001 1796.24 1297.89 5933.42 1072.8 3282.85 956.068 2332.42 1361.69 6106.85 4115.67
+DCAF12 1479.35 1441.42 958.08 2302.87 2593.65 1776.57 746.788 644.942 2265.86 1365.27 870.865 2260.92 1190.61 2172.41 2782.21 1645.7 987.506000000001 980.168 1666.9 1177.59
+DCAF12L1 0.4803 0.4026 0 106.894 1.1177 0 0 8.8395 4.7569 0 0 0.6068 0 0 5.9116 0 4.0161 0.7628 0 0.431
+DCAF12L2 0.9606 0 48.5854 48.7994 13.4126 0 1.2433 36.7179 60.7822 0 5.0891 15.1699 0.5656 0 19.8845 2.7752 79.4288 0 0.4698 3.0172
+DCAF13 617.181 585.823 756.285 303.253 869.726 612.836 811.6 1473.88 495.016 1190.83 1258.99 949.035 593.767 1395.04 718.388 704.403 1104.64 1283.97 873.418 975.017000000001
+DCAF15 760.807 971.144 818.249 1831.14 510.795 987.164 791.96 1217.81 1059.73 556.088 1358.14 507.282 1058.82 644.464 803.977 834.413 793.396 727.689 500.352 1396.55
+DCAF16 795.869 599.517 322.915 788.536 326.931 519.856 549.523 1923.95 902.22 292.748 787.532 1006.07 562.783 992.374 379.417 517.114 1591.7 490.465 573.174 622.845
+DCAF17 432.277 473.896 267.812 175.058 291.164 382.27 279.32 214.188 208.245 257.993 198.473 171.723 188.348 223.96 291.818 222.017 199.911 305.111 198.732 533.621
+DCAF4 226.705 469.467 824.174 219.21 195.6 354.994 188.562 585.106 457.717 180.907 360.687 222.694 463.235 466.454 553.003 189.639 685.408 195.271 498.473 271.121
+DCAF4L1 5.7637 5.6368 5.925 144.074 5.0297 3.6101 5.3875 4.4197 11.0994 4.4558 5.7252 6.6748 0 29.3465 5.3742 1.8501 20.0803 54.9199 35.2361 7.7586
+DCAF4L2 0 0.4026 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1295.19 0 3.0172
+DCAF5 1697.89 1498.99 2195.82 2676.99 657.216 697.152 854.538 2083.74 1548.1 1087.67 1486.01 942.961000000001 993.213 1105.9 1152.76 1436.63 1373.05 982.456 1665.96 631.897
+DCAF6 2159.46 1951.15 1263.81 856.7 1545.8 1137.59 1196.02 1475.17 1031.71 961.123000000001 1239.82 1542.48 1698.53 1064.58 999.597 1075.86 826.416999999999 1230.36 1357.76 1884.91
+DCAF7 2619.6 3829.42 1681.53 1412.08 979.676 2207.38 1880.23 2498.17 2007.4 2606.66 2891.86 1931.43 1779.41 1551.89 1162.97 1889.92 1961.18 1555.3 2001.41 3280.6
+DCAF8 2945.73 3518.15 1924.59 1986.83 2842.57 1700.78 1396.82 2237.69 1603.52 1133.16 1734.73 1706.81 1653.82 1716.92 1819.7 1564.29 1460.95 2576.66 2149.4 1770.31
+DCAF8L1 0 0 0 0 0 0 4.9731 0 0 0 0 0 0 0 0 0 0.4462 3.8139 0 0
+DCAF8L2 0 0 0.5925 0 0 0 2.0721 0 1.5856 0 0.6361 0.6068 0 0.3861 0 0 0.4462 3.8139 2.8189 0
+DCAKD 444.765 553.214 1250.78 951.975 842.756 680.305 515.955 760.196 877.377999999999 826.111 802.163 1565.53 808.258 998.552 654.037 1363.55 1000.89 1141.88 763.448 470.69
+DCBLD1 210.375 190.042 255.962 312.936 216.278 107.1 364.277 161.831 393.235 607.33 236.641 138.956 238.122 145.96 106.946 283.996 226.685 122.807 548.743 157.759
+DCBLD2 1353.51 1015.03 2950.08 1127.03 319.666 1647.41 1227.93 748.636 1180.23 1133.56 779.262 1319.17 7416.86 2274.35 709.391 1333.95 1143.69 405.797 515.856 4257.33
+DCC 0 0.4026 0.5925 0 0.5589 0 0 1.6999 0 0 0 0 0 0 0 0 2.6774 0 0 0.431
+DCD 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+DCDC1 0.9606 0 0 0.7746 0 0 0.4144 0 0 3.5647 0.6361 0 1.1312 1.7724 2.1497 0 1.3387 0.7628 0 0
+DCDC2 66.2104 284.877 6.5176 2.3238 0.6371 0.8022 3.7298 2.3799 6.3425 0.8912 0.6361 43.5498 0.5656 5.0198 6.7392 12.951 12.5033 3.0511 49.1332 0.431
+DCDC2B 0.5187 0.4469 0 0 0 0 0 0 1.1099 0.4634 0 0 0 0 0 0 0 0 0 0
+DCHS1 409.702 525.835 366.76 1104.57 230.808 442.84 1044.34 485.832 209.831 122.981 391.858 240.898 238.122 215.079 215.505 377.428 140.116 282.99 221.283 329.31
+DCHS2 6.7243 21.3394 5.925 32.5329 17.8834 0.4011 50.9739 0.68 20.0846 0 3.8168 0 1.1312 2.3168 14.5103 6.4755 5.801 1.5256 61.5457 0
+DCI 3033.14 593.477 1176.71 3828.04 1065.74 1485.36 875.259 1125.33 1559.2 1401.36 1625.95 4174.76 1273.76 1131.77 1030.23 1873.27 1520.3 2640.73 1039.7 1215.09
+DCK 372.719 965.105 222.782 282.727 208.453 469.314 387.899 786.373999999999 688.689 297.204 290.076 1219.66 391.403 629.404 447.669 920.444 1410.08 467.582 885.13 881.897
+DCLK1 79.2507 68.8498 7.1101 139.427 5.5886 26.8753 702.031 5.0997 9.5137 7.5749 30.5344 162.621 6.7873 6.1782 13.4354 20.3515 28.5587 29.7483 9.3963 7.7586
+DCLK2 158.021 787.545 332.395 478.699 237.514 197.754 636.552 111.174 153.277 36.5378 170.483 988.470999999999 58.8235 378.415 296.117 878.816 426.595 295.195 302.56 85.7759
+DCLK3 0 4.8316 0.5925 13.9427 5.0297 8.0225 520.928 5.4397 9.5137 2.2279 4.4529 22.4515 0 0.3861 0 17.5763 2.2311 0.7628 0.4698 5.1724
+DCLRE1A 394.332 857.603000000001 347.8 347.792 228.013 841.957 152.507 380.778 408.562 317.701 502.545 478.155 215.498 362.197 298.804 491.212 246.319 665.141 244.304 500.862
+DCLRE1B 125.36 144.544 123.834 114.64 107.859 150.02 308.744 136.672 208.245 205.414 128.499 81.9175 109.163 95.376 202.607 104.533 156.18 99.1609 77.5194 154.31
+DCLRE1C 159.462 263.32 71.1006 243.222 150.332 930.204999999999 176.958 113.893 158.562 259.775 150.127 152.913 136.312 151.752 231.627 103.608 103.971 157.895 122.622 261.638
+DCN 743.516 1004.16 785.069 82.8815 26.8251 360.209 55136.3 12127.8 205.602 285.173 991.73 379.854 2326.92 1268.08 1317.75 27687.3 5568.5 1882.53 256.519 358.621
+DCP1A 566.282 1039.99 258.925 295.12 338.108 277.176 601.326 462.713 308.139 319.038 439.567 600.121 238.122 266.435 227.328 356.152 280.678 441.648 241.485 630.172
+DCP1B 324.207 750.1 523.182 323.005 919.319 482.551 384.998 1152.19 644.82 331.068 1029.9 445.388 477.376 979.245 437.995 900.092 900.045 1141.88 548.743 471.983
+DCP2 691.162 712.253 594.875 709.528 1785.55 1543.92 1011.19 674.521 815.539 890.275 883.588 455.704 1565.61 719.375 954.991 301.573 781.794 1164 1091.85 1363.36
+DCPS 461.095 184.405 238.779 231.603 247.573 404.332 409.449 149.931 195.032 628.718 292.621 126.82 475.679 204.653 220.879 347.826 300.759 279.939 274.372 301.293
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+DLC1 1960.13 1115.69 1281 154.144 2099.07 1487.36 1043.93 1104.26 913.848 65.0551 698.473 398.058 2772.62 456.029 824.936 971.323 601.517 785.66 1619.92 6393.1
+DLD 1801.63 4624.61 5315.36 1250.19 5368.38 3060.57 1829.67 3820.36 3821.35 786.9 2117.05 5685.07 2363.69 4856.07 5360.74 1959.3 4914.32 2712.43 11824.3 1912.07
+DLEC1 1.9212 3.6237 2.9625 0.7746 57.5622 5.2146 2.4865 0.34 3.1712 2.2279 1.2723 9.1019 2.2624 1.9307 0 4.6253 0.8925 2.2883 1.8793 0.8621
+DLEU1 89.8175 66.434 31.9953 36.4059 14.5303 76.6145 153.336 51.677 46.5116 182.689 45.8015 45.5097 123.869 32.0494 42.9934 17.5763 99.0629 54.1571 111.346 85.3448
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+DLEU7 1.9212 0.4026 0 0.7746 1.1177 0.4011 1.6577 0.34 0 0 0 3.034 0.5656 0.3861 0.5374 0 0 0 0.9396 0
+DLG1 604.227 1350.82 541.549 555.383 626.478 841.544 782.014 521.53 517.97 1049.79 722.646 1148.06 510.747 551.791 291.818 570.768 541.722 537.757 875.264 1627.59
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+DLG4 646.143 798.839 368.574 1234.71 293.975 239.507 900.124 710.909 375.793 194.274 526.724 1121.41 305.452 785.802 521.86 504.163 702.396 388.314 352.394 231.052
+DLG5 5011.05 5576.03 2552.51 15629.7 5062.68 3527.88 1348.94 4583.61 2685.52 2679.74 4383.59 4445.39 1142.53 5303.99 2610.78 3553.19 1663.54 7114.42 3550.39 5232.33
+DLGAP1 4.3228 5.2342 2.37 1.5492 56.4445 1.2034 48.9018 4.7597 0.5285 0.4456 0 6.6748 2.8281 1.5446 3.2245 0.9251 1.7849 0.7628 54.4985 2.5862
+DLGAP2 1.4409 1.2079 0 37.1805 39.12 0.8022 1.2433 16.3191 4.2283 0 1.9084 0.6068 0 0.7723 1.0748 2.7752 0.8925 0 0 0
+DLGAP3 109.03 383.304 45.0304 316.809 123.507 52.5471 18.2346 231.187 49.1543 19.6057 192.748 15.1699 61.086 121.633 145.64 16.6512 153.949 56.4455 98.1912 216.81
+DLGAP4 3709.41 3673.6 1846.84 1742.84 1540.77 1249.9 2549.94 2890.85 1390.59 1390.22 2741.73 3280.34 2392.53 3737.43 2774.15 3458.83 3011.6 2932.11 1766.03 1635.78
+DLGAP5 16.3305 59.1867 75.2481 278.079 1.6766 566.787 179.03 43.5175 492.072 846.162 135.496 8.4951 316.742 10.0396 370.281 12.0259 366.8 43.4783 169.603 470.69
+DLK1 10376.6 277539 416719 352042 127869 396476 2948.61 170802 170288 368.943 592976 464.199 405359 88423.2 171218 164524 60971.9 13920.7 363518 276582
+DLK2 3.3622 26.9762 1.7775 141.751 78.7988 5.2146 3.7298 46.5773 4.2283 137.24 33.715 3.034 186.086 1.5446 0.5374 12.951 37.037 2.2883 11.2755 10.7759
+DLL1 466.859 126.426 32.5878 707.978 157.039 216.205 228.761 450.134 160.677 1329.62 413.486 89.8058 107.466 125.495 192.395 204.44 241.41 51.106 155.978 259.914
+DLL3 12.9683 23.7552 6.5176 202.169 4.4709 18.8528 0 135.312 2.1142 16.041 12.7226 0.6068 21.4932 95.7621 7.5238 24.9769 71.8429 3.8139 0 9.0517
+DLL4 500 805.663 350.17 426.026 435.908 567.589 852.051 1650.26 309.725 240.169 625.954 459.952 459.276 458.345 648.663 506.013 469.88 806.255 404.98 146.983
+DLST 1472.14 1614.55 5511.48 2848.18 3177.1 2151.22 1786.16 2433.92 2280.66 2059.49 2627.23 2456.92 4495.48 2538.08 5143.09 2200.74 4193.66 1267.73 5160.44 1320.26
+DLX1 438.04 5.6368 1.7775 111.541 1.6766 34.4966 159.967 59.4965 2.6427 0.4456 9.542 3.6408 126.697 9.2673 3.7619 17.5763 47.7465 0 1.8793 44.8276
+DLX2 17.7714 3.6237 2.37 17.8156 0.5589 7.6213 20.3067 8.1595 2.6427 0.8912 4.4529 0 15.2715 7.3366 3.7619 2.7752 9.817 0.7628 0.4698 9.0517
+DLX3 235.351 8.0526 41.4753 45.701 3.3531 0.4011 9.5317 3.3998 0 3.1191 80.7888 3.034 0 54.0593 5.9116 9.2507 15.618 19.0694 19.7322 0.8621
+DLX4 28.8184 4.4289 12.4426 60.4183 3.3531 0.4011 4.1442 46.2373 11.6279 12.9219 13.9949 0 33.371 11.198 0 0 8.0321 3.0511 6.5774 123.276
+DLX5 294.909 13.2868 241.149 697.134 12.8537 371.44 122.254 673.501 26.4271 6.2382 124.046 25.4854 39.0271 162.178 431.009 135.06 231.593 47.2921 28.6587 9.9138
+DLX6 340.538 5.2342 15.9976 95.275 3.3531 159.246 2.0721 412.736 23.7844 0 73.1552 1.8204 67.3077 193.069 142.953 6.4755 270.861 15.2555 7.9868 75
+DLX6AS 10.0865 4.8316 3.555 32.5329 0 37.7056 0.8288 70.0359 5.2854 0 6.3613 0.6068 11.3122 20.0792 12.3606 0 60.6872 0.7628 2.3491 11.6379
+DMAP1 2269.45 1296.07 4977.63 3002.32 1022.71 2663.46 979.693 1759.4 2065.01 1474.43 5234.73 805.218 7474.55 2412.59 2126.56 1197.96 4004.91 3046.53 2296.92 1369.83
+DMBT1 0.9606 0 2.37 0.7746 0 0.4011 9.5317 0 0.5285 1015.93 1.9084 6.6748 1.1312 1.1584 0 1.8501 4.0161 0.7628 8.9265 0.8621
+DMBX1 1.9212 1.2079 2.37 276.53 0 6.0168 3.7298 3.7398 13.7421 3.1191 85.2417 0 11.3122 0.7723 37.6192 0 39.2682 1.5256 0.4698 22.4138
+DMC1 2.4015 0.4026 1.185 7.7459 1.6766 4.0112 1.6577 0 2.1142 51.6876 1.2723 0.6068 1.1312 0.3861 3.2245 0 12.4944 1.5256 0.9396 3.4483
+DMD 1303.55 428.801 500.667 147.947 220.748 263.137 150.85 623.184 179.704 21.388 372.137 193.568 166.855 1058.02 73.6262 285.846 549.308 1007.63 161.146 743.534
+DMGDH 1.9212 220.239 113.761 80.5577 148.097 66.9876 24.8653 3.0598 15.3277 5.7926 15.2672 70.9951 0 420.89 53.7418 126.734 80.3213 66.3616 65.3042 1.7241
+DMKN 289.145 48.7183 451.489 649.109 6.1474 556.358 27.3518 44.1974 540.169 344.881 402.672 1.2136 701.357 8.1089 152.627 2.7752 195.002 0.7628 155.039 211.207
+DMP1 0 0 0 6.9713 0.5589 0.4011 3.7298 1.3599 0.5285 0 1.9084 1.8204 0 0 0.5374 1.8501 0 0.7628 3.7585 0
+DMPK 382.325 1072.2 3460.23 2303.64 6069.18 9947.05 1670.53 1358.56 2493.66 824.329 2961.83 8420.51 9916.86000000001 1616.76 4757.22 8901.02 1355.2 1434.78 2588.21 5856.47
+DMRT1 0 2.4158 2.37 0.7746 0 0 0 0 3.1712 0 0 0 0.5656 23.5544 9.1361 0 0 0 0.9396 0
+DMRT2 0 0 1.185 63.5167 0 0.4011 1.2433 0.68 5.814 0 0 0.6068 1.6968 0.7723 1.0748 0 4.0161 1.5256 0.4698 0
+DMRT3 0 0.4026 0.5925 3.873 0 0.4011 13.2615 0 1.5856 1.7823 0 0 0 0 0 0 0.4462 0 0 0
+DMRTA1 26.8972 1.6105 34.3653 60.4183 40.7965 4.0112 24.8653 3.7398 145.349 60.1537 31.8066 46.7233 137.443 122.792 102.109 12.0259 11.602 3.0511 51.6796 40.9483
+DMRTA2 36.0231 4.0263 1.7775 19.3648 0.5589 0 0 1.0199 0 7.1293 1.2723 1.8204 2.2624 0.3861 0.5374 0.9251 3.5698 0.7628 0.4698 1.7241
+DMRTB1 0 0 0 0 0.5589 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+DMRTC1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+DMRTC1B 4.8031 0 5.3325 46.4756 0 0 0 18.6989 2.1142 0 0 0.6068 0 11.9703 0 0 4.4623 1.5256 8.4567 0
+DMRTC2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+DMTF1 1077.36 1138.77 978.818 1890.57 604.169 509.049 680.895 816.017 917.082 865.799 743.67 838.877 197.964 909.767 597.098 533.802 944.221 1244.29 608.927 540.138
+DMWD 298.751 790.766 736.484 429.125 562.21 570.798 571.488 1259.63 689.218 551.186 760.814 674.757 638.575 796.602 712.078 792.784 670.236 553.776 337.797 720.69
+DMXL1 640.73 801.235 1148.27 1507.36 810.342 731.247 264.816 839.071 924.419 399.688 1179.39 1007.28 334.276 928.661 1024.86 768.733 888.889 777.269 1227.16 533.621
+DMXL2 435.159 883.371 398.163 551.51 279.428 288.006 574.389 335.221 557.082 502.618 483.461 433.252 166.855 383.821 389.628 246.994 302.543 681.922 772.375 229.741
+DNA2 34.1018 77.7077 30.2177 162.665 17.8834 168.873 47.6585 48.9572 66.0677 215.217 65.5216 38.835 50.905 20.8514 39.2315 26.827 75.4128 79.3288 32.887 250
+DNAH10 1.9212 18.521 11.2576 110.767 2.7943 7.2202 242.851 4.0798 82.4524 2.2279 4.4529 3.034 12.4434 5.0198 5.3742 4.6253 70.058 16.7811 28.6587 5.1724
+DNAH11 2.9875 282.353 2820.65 655.995 323.243 1059.96 5.1927 155.697 1250.86 33.6861 9.2748 116.098 105.085 988.296 4193.32 151.277 71.9545 14.0198 1021.11 458.935
+DNAH12 7.6849 0.8053 17.1826 21.6886 3.3531 33.2932 2.0721 0.34 82.4524 0 42.6209 5.4612 16.9683 13.5148 5.9116 5.5504 2.2311 78.566 4.6981 15.5172
+DNAH1 201.249 549.591 227.522 621.224 182.187 316.085 178.201 176.11 153.805 41.4392 450.382 333.738 40.1584 159.475 81.1501 208.141 42.838 449.275 21.6115 125
+DNAH14 74.928 164.273 38.5128 235.476 8.3829 56.9595 1.2433 62.5564 9.5137 133.675 102.417 69.1748 62.2172 77.2275 0 49.0287 46.4079 49.5805 59.6664 77.1552
+DNAH17 31.7003 33.0157 15.9976 120.062 216.395 22.4629 86.5935 19.7189 21.0624 37.986 23.5369 16.9903 33.2183 15.8316 29.558 14.8011 16.9567 28.9855 7.517 37.7931
+DNAH2 5.2834 0.8053 6.5176 6.9713 8.9417 1.2034 2.0721 1.6999 0.5285 5.7926 154.58 1.8204 1.6968 3.0891 1.6123 0.9251 6.2472 0.7628 2.3491 3.4483
+DNAH3 10.0865 0 0 2.3238 0 0 0.8288 0.34 3.1712 17.8233 0 0.6068 0 0.3861 1.0748 0 3.1236 0.7628 1.4094 0.431
+DNAH5 0 0 46.8079 11.6189 45.8262 99.8797 7.874 7.4796 7.9281 2.2279 8.9059 4.2476 24.3213 69.5048 11.2858 4.6253 70.9505 0.7628 31.4776 1.2931
+DNAH6 0.4803 4.4289 2.9625 0 10.6183 4.4124 2.4865 2.0399 6.871 3.5647 9.542 3.6408 0.5656 6.9505 3.7619 12.951 4.0161 0.7628 0 2.1552
+DNAH7 24.976 4.0263 10.0726 17.8156 7.2651 6.0168 5.3875 18.019 26.4271 9.8028 50.8906 55.8252 1.1312 71.4355 22.5715 20.3515 161.089 19.8322 7.9868 1.7241
+DNAH8 0.4803 0.8053 1.185 3.873 0 2.0056 0.4144 0 2.6427 0 0 0 1.1312 0.3861 16.6599 0.9251 2.2311 0.7628 2.3491 40.9483
+DNAH9 32.6609 2.0132 57.473 13.1681 9.5006 3.209 0.4144 33.998 93.5518 0 13.9949 72.2087 0.5656 61.3959 15.0477 13.876 10.7095 11.4416 98.1912 0
+DNAI1 0 0.8053 0.5925 0.7746 0 0.8022 0.8288 1.0199 0 0.8912 1.2723 27.9126 0.5656 4.6337 0 14.8011 3.1236 0 0 0
+DNAI2 0 0 0 0 0 0 0.4144 0.4794 0.5285 0 0 0 0 0 0 0 0 0 1.8793 0
+DNAJA1 2885.69 2058.25 2062.51 1807.9 4242.84 4081.43 2452.13 1723.7 2882.14 8975.83 3440.84 2828.88 3234.73 4880.01 5669.76 2814.06 2790.72 3599.54 3510.92 2305.6
+DNAJA2 2644.57 1747.82 2660.35 2756 1721.28 1602.09 1171.57 3363.42 2408.03 892.058 3533.72 3030.95 2128.39 4054.45 2680.64 3912.12 3688.53 1767.35 2111.82 1900.86
+DNAJA3 905.86 2420.61 4101.32 1452.36 2368.43 1884.48 1302.94 2921.11 2350.95 1342.54 2110.69 4727.55 2335.41 3964.09 6802.63 2116.56 3646.14 2520.98 3490.72 1930.17
+DNAJA4 811.72 434.841 386.906 435.322 1092.56 690.333 95.7315 653.102 34.8837 777.988 396.947 277.913 643.665 545.612 58.0411 145.236 551.986 1772.69 761.569 381.466
+DNAJB11 1122.48 1520.33 1080.73 1174.28 625.361 1861.21 1395.36 830.912 1204.02 4544.06 1110.05 1211.77 1765.84 776.523 952.304 1109.16 958.947 1099.92 1027.48 1803.45
+DNAJB12 1948.61 2308.68 1134.65 2766.85 1534.06 2809.87 1947.37 2553.93 2390.06 2423.97 2398.86 2441.75 1549.21 1794.77 1153.3 2308.05 1368.59 2021.36 1766.03 1462.93
+DNAJB1 3759.85 5877.2 5834.39 3675.45 9505.03 7739.67 2430.17 7434.35 4323.47 1461.96 9164.12 4006.07 6711.54 6702.19 8248.29 7563.37 4066.93 11690.3 3809.73 8696.55
+DNAJB13 0.4803 0.8053 1.185 8.5205 1.6766 12.4348 7.0452 0.34 5.814 0.8912 1.2723 6.068 0.5656 1.5446 1.0748 0.9251 1.3387 0 2.8189 1.2931
+DNAJB14 221.422 327.339 257.74 240.899 201.188 184.115 115.209 391.317 400.106 178.679 315.522 326.456 132.353 301.96 197.77 478.261 121.821 352.403 630.491 224.569
+DNAJB2 6866.47 1699.91 2953.04 1969.79 5707.6 3225.03 2367.18 2628.73 4811.31 1789.02 3413.49 1925.97 2880.09 1764.26 2542.52 3324.7 2308.79 3291.38 2563.78 1914.66
+DNAJB3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.5256 0 0
+DNAJB4 470.221 995.302 487.632 145.624 585.123 726.033 394.53 477.672 665.433 428.205 263.359 274.272 317.308 544.454 649.738 318.224 259.705 907.704 700.493 696.121
+DNAJB5 419.308 201.315 534.439 1342.37 56.4445 357 121.011 128.512 706.131 430.433 293.257 305.825 272.059 262.188 691.657 276.596 201.696 280.702 286.587 242.241
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+DNAJB8 0 0.4026 0 0 0 0 0.8288 0 0 0 0 0 0 0 0 0 0 0 0 0
+DNAJB9 1204.61 2141.99 3750.56 688.614 1515.62 1943.44 806.879 2016.42 1429.7 605.993 1440.84 1501.21 804.299 6307.56 1419.86 1760.41 1722.89 2509.53 3052.85 1129.31
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+DNAJC11 1181.02 748.429 1381.79 1053.37 1762.57 1286.69 1122.62 736.724 1513.29 1614.35 915.452 955.534 1057.26 1292.24 1962.07 549.528 1212.27 839.909 1390.05 921.302
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+DNAJC1 1124.88 1536.44 1090.8 1398.14 3912 2178.5 719.022 1106.98 1992.6 1420.07 2510.18 1972.69 636.312 2709.14 1842.27 2166.51 1236.06 2334.1 1034.53 1104.31
+DNAJC17 371.758 113.542 205.599 426.026 403.495 189.33 241.194 277.424 544.398 530.244 578.88 172.937 432.692 178.396 309.015 291.397 306.56 487.414 386.188 177.586
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+DNAJC21 465.418 710.24 911.272 628.195 998.118 1070.6 942.395 1245.35 1121.04 1052.91 1370.23 1388.96 999.999999999999 1164.59 1076.45 1099.91 1050.42 1003.81 1252.53 1055.6
+DNAJC2 532.512 702.352 855.049999999999 641.472 444.805 945.263000000001 819.954 644.494 839.424 1124.36 552.233 590.698 422.172 996.733 1093.82 380.407 953.516 1111.07 878.252 486.987
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+DNAJC24 507.382 273.543 264.322 209.156 282.005 196.518 304.14 362.711 352.024 367.508 393.492 301.529 348.716 451.596 166.879 426.882 284.931 288.619 336.19 382.112
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+DNAJC27 146.494 121.192 181.306 120.837 306.812 197.754 85.3709 108.114 165.433 61.0449 183.206 182.039 133.484 108.891 103.722 98.0574 107.987 144.165 200.611 186.638
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+DNASE2B 0.9606 2.0132 1.185 2.3238 0 2.0056 7.874 0 7.9281 0.4456 1.9084 2.4272 2.2624 0.7723 21.4967 1.8501 0.8925 9.1533 14.5642 0.431
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+DNTT 0.4803 0 0 0.7746 0 0 0.4144 0 0.5285 0 0 0 0 0 0.5374 0 0 0 2.3491 0
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+DSG2 762.728 3189.23 426.603 292.022 226.896 1.6045 0.4144 1.3599 115.751 1793.03 122.137 820.388 276.584 182.643 32.7825 577.243 184.739 22.1205 36.1757 1471.11
+DSG3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+DSG4 0 0 0 0 0.5589 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+DSP 2539.39 1505.03 599.022 412.084 781.841 2044.52 4.1442 562.667 213.002 5294.42 856.87 1171.12 584.276 509.316 14.5103 1541.17 678.715 546.148 717.876 3871.55
+DSPP 0 0 0 6.9713 0 0.4011 0 1.6999 0.5285 0 0 0 0 0.3861 0.5374 1.8501 0 0.7628 2.8189 0.431
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+DTD1 714.217 1178.9 642.275 343.919 922.114 534.296 895.151 660.242 528.541 323.493 895.038 912.621000000001 659.502 822.859 469.166 911.193 714.413 625.477 468.875 518.966
+DTHD1 0 1.2079 0 0.7746 0.5589 0 3.3154 0 0 3.5647 0 1.2136 0 0.3861 0 0.9251 0.8925 19.8322 0 0
+DTL 87.8963 225.876 75.2481 199.845 30.7371 562.776 473.684 163.19 493.129 692.882 275.445 37.6214 509.05 37.4554 291.818 64.7549 366.8 88.4821 96.312 743.966
+DTNA 51.8732 10.871 167.086 24.0124 904.789 49.7393 254.455 372.618 299.154 2.6735 90.9669 725.728 334.276 601.216 303.641 1227.57 165.551 205.95 161.616 97.4138
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+DTNBP1 170.989 222.252 222.189 120.837 339.226 357.401 419.395 273.004 338.795 324.83 389.949 192.354 519.796 148.277 158.538 224.792 181.169 205.95 285.177 308.621
+DTWD1 232.469 146.558 222.189 140.201 222.425 114.32 401.989 148.911 313.425 380.974 336.514 247.573 141.968 188.049 182.722 289.547 133.869 528.604 187.456 67.6724
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+DTX1 321.326 324.52 694.416 1626.65 5.0297 649.819 605.47 678.601000000001 1114.69 22.7247 814.885 7.8883 275.452 468.771 590.085 175.763 240.071 226.545 593.845 828.017
+DTX2 281.46 216.615 392.238 452.363 644.362 403.129 1314.13 359.019 398.52 830.121 433.206 271.845 255.09 453.712 354.158 236.818 294.511 755.912 529.951 220.259
+DTX3 1474.06 2054.22 1570.73 3469.4 371.64 1195.35 1051.39 2782.06 1025.37 363.596 829.516000000001 1160.19 1118.21 1014.77 795.916 1608.7 1397.59 724.638 1232.79 3406.9
+DTX3L 409.702 674.265 657.526 468.629 559.415 640.995 931.206 354.939 368.393 2956.44 662.85 1025.49 644.231 448.692 487.948 756.707 701.919 1049.57 396.007 725.763
+DTX4 48.9914 136.492 113.761 85.9799 64.8274 78.6201 422.71 68.336 95.1374 85.1064 68.7023 59.466 61.6516 82.2473 37.0818 71.2303 55.3324 144.928 64.3646 7.7586
+DTYMK 341.979 289.491 332.988 411.309 613.625 1078.22 1863.66 174.07 589.323 1730.64 410.942 337.379 2235.29 292.306 1025.93 349.676 633.646 433.257 404.98 1108.19
+DULLARD 2341.5 1967.25 1304.1 1890.78 2241.57 1631.77 5598.43 1489.11 2030.66 1953.44 1328.88 2080.1 1896.49 1312.48 1519.82 1636.45 1587.68 1434.78 1320.65 1445.26
+DUOX1 74.928 40.6657 137.461 13.1681 10.0594 2.4067 10.3605 5.7797 11.0994 80.6506 7.6336 18.2039 4.5249 3.4752 1.6123 11.1008 4.0161 5.3394 10.3359 5.1724
+DUOX2 95.1009 12.0789 488.817 13.9427 1.1177 0.4011 1.6577 2.0399 38.5835 27.6262 1.9084 0 2.8281 1.1584 1.0748 0 1.7849 10.6789 6.1076 19.8276
+DUOXA1 1.0183 5.2342 0.5925 12.3935 0 0.4011 3.3154 0.34 9.5137 7.5749 0 0 1.1312 1.1584 0.5374 0 0 0 0.5497 2.1552
+DUOXA2 127.224 1.2079 47.9929 1.5492 0 0 0 0.68 23.2558 6.2382 0.6361 0 1.6968 0 0 0 1.7849 4.5767 5.5579 22.4138
+DUPD1 0 0 0 0 80.4754 0 0 0 0 0 0 0 0 0 0 0 0 0 0.9396 0
+DUS1L 2925.07 1270.7 2073.17 2170.41 1435.7 1746.89 1807.29 810.853000000001 1712.47 2594.63 1216.92 1575.24 2548.08 1120.19 2207.71 1016.65 1544.4 1599.54 1638.24 1774.14
+DUS2L 159.462 165.481 343.653 287.374 235.838 150.02 276.005 381.458 293.34 232.594 288.804 553.398 760.181 452.167 465.404 307.123 531.905 400.458 304.91 265.517
+DUS3L 858.79 400.215 789.216 650.658 357.668 928.199 595.11 853.69 890.592 343.545 901.398999999999 606.796 815.045 871.513 1280.67 319.149 1024.99 781.083 280.949 542.672
+DUS4L 158.501 259.616 179.15 120.062 196.338 132.443 174.65 135.826 322.109 102.484 121.069 359.678 70.1357 313.725 273.067 202.091 283.896 233.898 459.572 81.0603
+DUSP10 152.738 26.171 74.6556 72.8118 203.983 86.2415 266.888 61.5364 474.63 69.0654 253.181 97.0874 220.023 111.208 398.764 149.861 103.525 396.644 116.984 90.0862
+DUSP1 4639.29 1928.6 1934.53 4195.97 11899.7 4006.02 18707.8 5333.61 4991.54 23599.9 5922.39 8586.77 2910.63 6211.8 8273.55 3071.23 1647.92 3869.57 5266.15 3656.47
+DUSP11 281.94 281.841 361.428 276.53 582.329 518.652 601.326 427.355 292.283 830.567 395.674 273.058 311.086 335.554 478.302 530.065 238.733 407.323 380.55 462.931
+DUSP12 122.478 293.92 128.573 92.1766 192.806 239.069 652.715 178.83 176.533 236.605 108.142 175.364 333.71 145.574 226.253 98.0574 153.949 128.909 158.797 275
+DUSP13 0.9606 8.4552 1.7775 2.3238 2.7943 2.4067 0.8288 0.34 10.0423 1.3367 23.5369 12.7427 0 0 0 1.8501 0 6.1022 320.413 2.5862
+DUSP14 1154.66 199.705 529.107 308.288 416.907 1883.67 828.015 623.864 585.624 254.428 759.542 1145.63 1519.8 863.79 698.643 1031.45 524.319 946.606 642.706 1068.97
+DUSP15 125.36 499.262 184.269 632.843 126.861 43.3213 4.5586 218.267 575.581 0.8912 2584.61 994.539 130.656 586.157 408.438 402.405 838.019 1698.7 451.962 213.793
+DUSP16 2565.32 5181.85 9049.33000000001 2290.47 6937.09 6572.4 871.529 6760.17 6072.94 860.421 4527.35 2029.13 3733.6 7172.51 9568.18 962.072 3882.2 3083.14 14416.3 6526.29
+DUSP18 14.4092 69.188 33.0618 38.2417 51.2695 48.925 79.9503 28.5379 32.7696 54.7221 37.5318 77.0631 10.7466 79.9073 71.4013 39.778 114.32 61.762 57.7496 84.4267
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+DUSP21 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+EIF1AY 420.269 0.8053 0.5925 578.621 0 0 115.624 0 0 50.7965 1295.8 0 0 0.3861 31.1702 1275.67 17.4029 59.4966 0 0
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+EIF2AK2 178.674 287.478 155.236 151.82 175.481 480.546 203.896 215.887 177.59 1174.56 269.084 120.752 321.833 143.643 221.416 224.792 274.431 187.643 243.834 352.586
+EIF2AK3 764.169 686.887 868.02 226.956 358.786 692.74 714.049 441.294 1016.38 372.507 332.061 415.655 325.792 742.929 537.955 627.197 435.074 479.786 380.55 880.172
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+EIF2B1 1999.04 2158.5 1912.61 2136.33 1225.01 784.597 2120.18 2139.84 2089.85 1421.41 1830.79 1842.84 1576.92 1881.65 1742.85 1370.03 1829.54 1427.92 2481.09 967.241000000001
+EIF2B2 2010.09 552.812 1708.78 636.716 515.825 1299.64 866.142 2273.79 914.376 691.1 1281.81 505.461 1631.79 1227.15 1239.29 1144.31 3332.89 780.32 936.34 1328.02
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+EIF2C4 164.265 198.899 81.1732 147.173 138.596 104.292 111.065 83.2952 76.1099 82.8785 108.779 126.214 59.9548 99.2374 40.3063 79.556 42.3918 86.1937 72.3514 90.5172
+EIF2S1 1371.28 1057.71 2323.21 1209.91 1012.09 1429.6 1259.84 1151.51 2439.75 2092.01 1184.48 929.612 3010.18 1307.46 3619.51 989.824000000001 3919.23 807.78 3185.34 1578.88
+EIF2S2 2308.84 3429.61 1537.55 1508.91 3193.31 1959.49 3314.13 3139.38 1754.23 2808.96 3614.5 2233.01 5977.38 5281.2 4608.89 2002.78 5780.9 2894.74 2235.38 4562.93
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+EIF3A 2333.33 12308.8 3233.89 1711.85 2604.83 9545.93 3110.65 4020.95 2904.86 5054.25 2905.85 4257.28 1949.1 3843.61 3196.02 2123.96 2255.69 2807.02 3350.25 5711.64
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+ENAH 2853.51 5887.66 860.909 1120.06 976.322999999999 2763.34 1726.48 1182.79 672.833 853.737 1666.67 920.51 1945.7 900.086999999999 1503.69 1226.64 918.786 1091.53 1665.49 2008.19
+ENAM 0 0.4026 0 1.5492 0.5589 0 8.7029 0.34 17.9704 0 0.6361 10.9223 0.5656 1.5446 0 0 0 0.7628 56.3777 0
+ENC1 559.078 1323.72 3236.31 4731.15 219.072 7599.48 1539.13 1810.74 2603.39 481.185 1198.39 208.131 3090.5 2233.77 6526.47 1007.4 4671.03 3374.71 578.205 787.323
+ENDOD1 1775.7 3223.46 784.476 996.127000000001 591.27 2173.69 667.634 465.773 1076.64 793.138 3916.67 980.582 1428.73 1754.22 1217.79 889.917 671.575 1017.54 1504.82 3834.48
+ENDOG 849.193 93.7162 767.891999999999 735.105 107.088 752.399 312.644 554.984 588.388 264.56 347.195 2109.59 1274.03 780.241 932.318 636.587 1935.81 383.173 324.336 383.53
+ENDOU 2.8818 2.4158 12.4426 14.7173 4.4709 9.627 8.2884 1.0199 40.6977 0 6.9975 11.5291 3.3937 1.5446 6.9864 62.9047 2.2311 19.8322 46.9814 2.1552
+ENG 2409.22 4544.49 1601.54 1325.33 2405.88 3203.76 6930.38 3490.23 1381.05 3253.2 2548.98 2327.06 3215.5 2896.03 1838.51 5970.4 2117.8 3165.52 2297.39 1194.83
+ENGASE 870.797 298.752 587.765 1034.08 387.288 369.033 227.103 348.14 537.526 550.741 283.079 890.17 213.235 470.316 519.145 272.896 307.898 499.619 234.437 311.638
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+ENKUR 0.9606 3.6237 6.5176 0 2.2354 3.6101 2.0721 4.7597 4.7569 77.0859 6.3613 17.5971 0 28.188 7.5238 20.3515 10.7095 7.6278 0 0
+ENO1 17118.6 4557.78 63208.4 10089.1 11880.7 9963.9 53304.2 4995.33 47624.2 137024 18457.4 19030.3 24485.3 8570.33 19442.7 7611.47 28451.1 8285.28 15324.9 31290.9
+ENO2 69.1643 2225.34 11957.9 3999.23 154.244 79.8235 2373.39 110.834 5465.12 2311.24 886.132 2507.89 1175.9 354.088 662.636 1252.54 4195.45 259.344 114.165 1660.34
+ENO3 912.584 126.426 8.2951 212.239 63.7097 26.8753 37.298 16.3191 36.9979 40.5481 155.852 70.9951 120.475 15.4455 108.021 24.0518 111.557 602.593 95.3723 28.4483
+ENOPH1 1403.46 1281.98 862.095 1228.51 740.485 966.306 811.024 1433.36 1589.32 814.526 1187.66 1712.38 613.688 1597.45 1083.97 1779.83 2224.45 1700.23 2027.72 1085.78
+ENOSF1 522.56 423.112 829.827 1529.46 640.299 517.517 124.028 485.397 265.021 305.385 254.389 409.854 388.71 463.639 948.456 239.241 1078.6 799.039 1136.61 735.177
+ENOX1 33.1412 4.4289 106.651 16.2665 5.0297 5.6157 280.978 29.9183 4.7569 54.8067 6.9975 7.8883 11.3122 45.5642 42.456 24.9769 98.1705 14.4928 28.6587 43.5345
+ENOX2 55.7157 320.091 294.475 112.316 157.039 136.382 432.242 113.893 358.88 230.367 208.015 563.714 53.1674 447.92 336.423 453.284 260.152 350.877 507.4 137.069
+ENPEP 22.0941 210.978 60.4355 12.3935 67.0628 284.396 663.075 39.7777 165.433 69.511 59.7964 115.291 45.8145 55.6038 22.0341 309.898 50.8701 105.263 112.755 84.9138
+ENPP1 31.7003 24.1578 69.3231 119.287 279.428 99.4785 1345.63 35.018 603.066 37.8746 242.366 300.971 45.2489 78.7721 201.532 915.819 112.004 50.3432 124.031 202.586
+ENPP2 3780.98 8195.94 2005.63 95.275 5638.86 555.154 1740.99 12029.5 271.142 303.442 1372.14 761.529 2149.32 2507.58 1608.49 929.695 2429.27 1427.92 937.28 391.81
+ENPP3 6.7243 123.205 529.699 28.66 766.192 939.43 1.2433 3.7398 275.37 2.2279 1103.05 21.2379 815.611 245.197 281.07 32.3774 53.9938 93.8215 110.876 933.19
+ENPP4 178.674 361.159 907.717 111.541 664.481000000001 270.357 84.9565 75.8156 497.886 104.712 223.282 673.544 61.086 337.87 78.463 666.05 298.974 497.33 1256.28 18.5345
+ENPP5 15.8501 95.4234 1067.69 157.242 298.988 676.294 1.6577 88.7348 272.199 0 634.224 496.966 58.8235 233.227 38.6941 644.773 416.332 221.205 1337.56 9.9138
+ENPP6 11.5274 607.167 28.4402 590.24 5.0297 1759.33 101.948 8.1595 348.309 0.8912 489.822 16.3835 553.167 0.7723 46.2179 54.5791 267.291 19.0694 231.149 194.397
+ENPP7 0 1.2079 0 0.7746 24.0308 2.4067 0 0.34 0 0 0 1.2136 70.7014 1.9307 0 0 7.5859 0.7628 0.4698 0.431
+ENSA 4137.37 4216.35 1926.23 2839.66 3390.58 6172.88 3121.43 2305.41 3715.64 8524.45 2969.47 2628.64 4071.83 2168.16 2950.42 2193.34 1976.35 3700.23 2827.34 4794.4
+ENTHD1 0.4803 0.4026 0 0 0 0 4.9731 0 2.6427 0.8912 0 0 0 0 0.5374 0 0.8925 0.7628 0 0
+ENTPD1 2180.6 1424.91 724.041 914.794999999999 486.205 2362.53 1261.09 2963.95 683.932 1017.27 1769.72 1211.13 1045.25 1480.84 694.881 1249.77 836.68 2453.09 1095.14 1231.44
+ENTPD2 3.8425 2.0132 11.8501 123.935 2.7943 20.8584 1.2433 5.0997 6.3425 1.3367 12.7226 3.6408 10.7466 1.1584 1.6123 4.6253 7.5859 14.4928 22.0813 3.4483
+ENTPD3 0 0.4026 2.37 6.1967 291.723 2.8079 2.901 0 1.0571 12.0307 0.6361 8.4951 0.5656 0.3861 2.6871 5.5504 3.1236 1.5256 0.4698 0
+ENTPD4 206.532 739.632 276.107 243.222 362.139 420.377 254.041 308.022 429.704 179.57 379.135 311.286 249.434 181.485 213.892 280.296 115.127 350.877 347.663 744.397
+ENTPD5 79.1162 214.236 213.598 165.074 77.899 188.335 48.8645 121.115 153.821 57.5515 85.5216 82.8701 69.44 93.7465 158.017 55.4949 120.29 41.7544 180.094 111.435
+ENTPD6 3026.42 659.509 1964.75 2773.82 3755.52 1416.77 2530.05 1678.48 2086.15 851.509 3202.93 3159.59 1615.95 1258.42 2347.44 2110.08 1827.76 3688.02 2123.09 1245.69
+ENTPD7 184.467 233.429 134.546 80.9837 33.5146 251.889 245.711 109.27 168.256 493.234 87.6272 74.5449 79.1516 80.2124 70.9929 149.204 63.9447 138.185 44.5196 329.069
+ENTPD8 0.4803 119.179 1.185 79.7831 0 12.4348 2.4865 1.0199 18.4989 1.7823 0 3.6408 5.6561 4.6337 4.8368 0 7.1397 0.7628 3.7585 120.259
+ENY2 675.793 281.439 480.521 790.86 699.689 466.907 513.469 1010.08 666.49 1229.36 1269.08 1224.51 759.05 1080.8 662.099 925.994 1318.16 926.774 656.801 1145.26
+EOMES 1.9212 6.4421 30.8103 0 3.3531 1.2034 22.3788 0.34 8.4567 37.429 78.8804 34.5874 0 60.2375 22.0341 183.164 8.9246 84.6682 28.6587 6.4655
+EP300 971.662 2743.12 1479.48 1141.75 742.162 1567.59 685.454 825.132 932.874999999999 1458.84 550.891 781.553 334.276 1051.45 747.011 722.478999999999 1295.4 833.715 1169.84 1506.47
+EP400 2356.87 4064.55 2966.67 4419.83 1012.65 3109.51 1794.45 2139.5 1165.96 1098.81 1760.18 988.470999999999 2579.19 851.820000000001 2775.76 968.548000000001 3927.71 1456.14 1665.96 2459.05
+EP400NL 226.225 234.733 172.419 369.481 48.6205 231.849 244.923 149.251 103.594 184.917 101.781 131.068 142.534 96.5344 188.634 88.8067 156.626 138.825 41.8135 121.552
+EPAS1 1505.76 4121.73 2199.97 1402.01 5576.83 3012.84 5871.53 5695.01 2065.54 5010.58 2250.64 3567.35 1786.76 2201.76 4173.05 6339.5 1165.1 2170.1 3558.37 1232.76
+EPB41 1279.9 1040.79 533.521 559.032 713.034 495.824 567.737 242.817 916.036 374.767 354.154 804.988 106.889 515.316 322.499 554.459 256.738 845.919 1272.84 312.496
+EPB41L1 12352.5 9573.75 6795.44 8542.99 3181.57 9651.42 1253.63 12362.7 7747.36 191.155 22135.5 1942.96 13310 11213.4 12500.9 1049.03 12313.7 11138.8 17747.7 12214.2
+EPB41L2 1297.79 1411.62 196.119 243.997 1155.72 361.011 2907.58 695.939 590.909 447.365 1012.09 692.961 418.552 335.94 183.797 862.165 477.912 859.649 944.797 865.948
+EPB41L3 2861.67 310.025 1599.76 661.503 804.195 1390.69 2060.92 1105.28 717.759 348.892 418.575 1521.24 1375.57 2051.55 3083.17 1454.21 810.352 1193.75 1443.74 3264.22
+EPB41L4A 995.197 385.317 190.194 356.313 126.302 675.09 125.984 487.532 88.2664 175.56 745.547 330.704 299.208 889.275 113.933 527.289 390.005 380.625 451.962 359.483
+EPB41L4B 657.061 1418.06 597.837 981.41 3290.55 2044.12 4.5586 1195.03 2200.32 11.1396 519.084 419.296 2322.96 1471.96 2504.37 389.454 746.096 672.006 828.283 970.259
+EPB41L5 291.547 239.565 203.822 247.095 495.706 541.516 262.329 266.545 85.6237 109.168 225.191 236.65 94.457 291.92 128.98 218.316 150.379 233.41 234.437 621.121
+EPB42 0 0 0.5925 0 0 2.8079 1.2433 0 0 0 0 0 0 0 0 0 0 0 0 0.431
+EPB49 191.643 262.112 921.345000000001 651.433 1656.45 496.992 46.8297 562.667 406.977 277.598 1119.59 1648.66 29.9774 574.573 11.2858 2711.38 198.572 1987.03 715.997 53.0172
+EPC1 99.9039 611.596 208.562 236.251 128.537 428.801 175.715 355.279 162.262 159.073 238.55 225.728 69.5701 245.197 189.171 162.812 136.992 184.592 203.899 241.81
+EPC2 274.255 554.019 475.781 375.678 284.458 402.728 344.799 505.551 346.723 400.134 295.165 208.738 264.14 360.266 514.846 313.599 248.996 267.735 411.557 377.155
+EPCAM 2.4015 294.323 148.126 907.823 21.2366 1172.88 0 66.9761 49.1543 146.151 269.72 106.796 716.629 778.84 12.898 433.858 167.782 423.341 699.554 1352.59
+EPDR1 2555.24 1085.89 5491.33 2010.07 2646.75 2218.61 772.482 1247.73 793.869 937.507 1467.56 1925.36 1248.3 4907.42 2511.89 2277.52 2035.7 2392.07 1143.53 855.603
+EPGN 0 0 0 1.5492 0 0 0 0 0 0.4456 0 0 0 0 0 0 0 0 0 0
+EPHA10 6.244 18.1184 53.3254 142.525 7.2651 144.404 3.7298 5.0997 105.18 4.4558 99.2366 80.0971 14.7059 146.732 19.8845 25.9019 14.2793 44.241 88.3251 28.0172
+EPHA1 5.2834 3.6237 0.5925 1.5492 0 0 24.8653 0.34 0.5285 5.347 0 15.7767 1.1312 0.7723 0.5374 15.7262 3.1236 13.73 1.4094 0
+EPHA2 53.3141 229.499 120.871 190.55 127.978 204.974 159.967 107.434 122.622 4806.51 157.761 231.189 108.032 145.188 75.7759 382.054 39.7144 183.829 175.241 80.1724
+EPHA3 76.8492 274.191 72.2856 20.1394 0 58.564 269.789 28.5583 45.9831 2.6735 26.7176 3.6408 48.6425 57.5345 65.565 67.5301 200.357 143.402 16.9133 34.0517
+EPHA4 94.1402 41.0683 128.573 872.967 38.5611 475.331 36.4691 741.837 237.844 4.4558 198.473 54.6117 435.52 142.099 282.682 418.131 454.712 49.5805 258.398 784.052
+EPHA5 2.8818 0.4026 0.5925 1.5492 0 0 14.0903 0 5.2854 0 1.9084 8.4951 15.2715 0.7723 3.7619 0 3.5698 0 2.3491 0
+EPHA6 0 1.2079 1.185 2.3238 0 0 0.8288 0 1.0571 0 0 3.6408 0 0.3861 1.6123 0 0 0 0 0
+EPHA7 0.9606 1.2079 11.8501 16.2665 0 0 1.2433 4.0798 13.2135 0 20.9924 0.6068 2.8281 1.1584 21.4967 0 3.5698 6.1022 3.7585 2.5862
+EPHA8 5.7637 22.5473 1.185 46.4756 0 6.418 1.6577 2.7198 6.3425 0 12.7226 1.2136 2.8281 1.1584 5.3742 0 4.9085 0 6.1076 10.3448
+EPHB1 6.7243 10.4684 824.174 196.747 3.912 142.399 9.5317 37.7378 714.059 5.347 109.415 387.136 10.181 180.326 684.133 53.654 27.6662 322.654 428.941 1.2931
+EPHB2 291.547 457.791 572.952 426.801 15.648 229.442 1321.59 807.453 274.313 417.957 1063.61 65.534 1214.37 1390.48 112.32 227.567 891.565999999999 937.451999999999 1349.78 89.2241
+EPHB3 46.5898 72.8761 296.252 624.322 5.0297 130.365 1144.22 31.6182 14.2706 220.118 33.0789 52.7913 230.769 16.2178 10.7484 37.9278 131.191 33.5622 532.77 15.9483
+EPHB4 3538.9 6274.99 5154.79 5575.52 2203.01 6225.83 2290.51 4954.53 6935.52 1016.82 2952.29 7461.77 2891.97 4779.61 8699.18 3323.77 5232.49 2741.42 4240.08 1927.59
+EPHB6 32.1806 11.2737 8.8876 106.894 19.0011 25.6719 71.2806 6.7996 8.4567 14.7042 33.0789 58.8592 7.9186 7.7228 31.1702 18.5014 6.2472 22.1205 23.9605 10.7759
+EPHX1 20580.2 12089 27997 25953.5 45916.2 63241.5 3067.14 11077.9 16532.2 4931.27 28938.9 25881.7 59974 17658.5 29981.5 49691 18257 58134.2 34567.1 28762.1
+EPHX2 400.096 437.659 484.076 285.825 1881.11 141.596 16.9913 511.67 328.224 147.488 835.242 1743.33 188.348 325.128 1317.21 304.348 544.4 1130.43 760.63 504.741
+EPHX3 3.8425 4.8316 4.1475 4.6476 20.1188 4.0112 16.5769 2.3799 4.2283 143.032 5.0891 10.9223 5.0905 5.0198 5.3742 0.9251 6.2472 18.3066 2.8189 3.4483
+EPHX4 5.7637 10.4684 29.0327 7.7459 7.824 23.2651 3.7298 8.8395 2.1142 103.375 10.8142 59.466 14.7059 27.4158 3.7619 12.951 4.4623 1.5256 20.202 80.1724
+EPM2A 168.108 199.302 305.14 176.607 355.433 179.302 104.849 250.225 323.467 45.8951 228.371 183.859 230.769 246.742 234.851 178.538 182.954 73.9893 796.335 179.741
+EPM2AIP1 2541.31 1111.66 1369.28 1852.05 824.314 1283.19 477.414 1896.41 1115.75 392.113 1451.02 1310.68 1073.53 995.463 913.61 2159.11 1011.6 1062.55 804.322 1029.31
+EPN1 1575.89 3459.4 4957.49 5937.26 4911.23 3646.21 5379.2 5726.63 4809.73 3764.73 4706.74 3425.36 6458.71 4538.28 5394.6 5207.22 3784.47 5624.71 5682.88 4552.59
+EPN2 787.224 1008.59 479.929 415.182 523.649 511.031 1000.83 854.37 414.905 641.64 626.59 748.18 441.176 394.633 407.363 970.398 424.364 668.955 476.862 737.931
+EPN3 48.4822 44.2893 31.4028 1891.11 14.7482 2.4067 1.8525 0.34 311.311 8.9117 41.3486 490.898 0 32.8217 13.3065 642.044 12.0482 590.389 153.362 1.7241
+EPO 7.2046 1.6105 43.2529 13.9427 2.2354 9.2258 0 12.9192 28.5412 0.4456 8.9059 0 8.4842 6.5643 6.9864 2.7752 70.058 6.865 1.4094 5.6034
+EPOR 528.338 460.678 572.881 974.407 576.628 426.639 225.031 722.458 1807.53 88.2255 1934.06 519.32 469.429 988.485 384.791 853.218999999999 433.396 1504.93 863.946 1515.03
+EPPK1 0 34.2236 4.74 30.2091 10.0594 7.2202 4.5586 1.0199 29.5983 45.0039 3.1807 4.2476 1.6968 4.6337 3.7619 1.8501 1.3387 1.5256 0.4698 5.1724
+EPR1 0 88.9531 62.7581 189.117 12.7028 862.258 651.753 66.3233 615.576 348.776 127.29 52.3544 570.311 28.6089 338.707 14.5143 332.7 36.4683 184.256 932.293
+EPRS 1196.45 6576.56 2561.4 2113.09 2295.78 9046.13 2335.27 1307.56 2623.15 2286.29 1391.86 1699.03 8030.54 3344.72 9267.23 974.098 4008.03 2011.44 1962.88 20650.9
+EPS15 2638.81 3053.95 1195.08 657.63 1710.66 1001.6 1534.6 2235.37 1458.77 1846.5 1501.91 1492.11 1095.59 1989 1159.21 2357.08 1069.17 1768.88 1621.33 2320.26
+EPS15L1 572.046 527.848 779.144 780.79 742.162 678.7 661.417 916.247 939.746 494.597 981.552 1381.67 553.733 732.503 1169.96 874.191 630.522 767.353000000001 434.578 855.603
+EPS8 197.406 261.307 231.669 474.826 831.579 270.357 2266.89 225.407 357.822 605.993 240.458 830.097 156.674 298.484 160.15 1914.89 358.768 377.574 302.091 71.9828
+EPS8L1 2.4015 6.0395 49.7704 581.72 105.065 145.207 35.2259 285.243 247.357 181.352 42.6209 3.6408 39.0271 58.3068 50.5173 19.4265 8.4784 55.6827 0.9396 253.448
+EPS8L2 35.0624 90.1892 428.974 18.5902 138.038 14.4404 33.9826 2.0399 25.37 1030.19 3.8168 365.898 13.009 46.7227 3.7619 21.2766 40.6069 57.971 16.4435 2462.07
+EPS8L3 0 0 0 0 0.5589 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+EPSTI1 82.6129 69.6551 1.7775 6.1967 214.042 45.728 497.306 16.659 33.2981 551.186 94.7837 61.2864 140.272 43.2474 21.4967 56.4292 87.0147 202.899 81.2779 240.086
+EPT1 539.385 920.396999999999 1193.3 475.6 693.541 1813.88 636.552 793.514 619.979 945.528 563.613 557.039 1976.24 842.545 935.634 544.866 1086.57 659.802 1539.11 3253.88
+EPX 0.9606 0.8053 2.9625 0.7746 0 0 0.4144 0 1.5856 0 0.6361 0.6068 0 0.7723 1.0748 0 0.8925 0 0 0
+EPYC 0 0 1.185 0 0 0 134.687 0 78.7526 0 0 0 0.5656 0 1.0748 4.6253 0.4462 46.5294 0 0
+ERAL1 1856.39 1117.3 1126.94 955.074 1358.58 1849.98 1874.02 1351.42 1131.61 954.885 1041.35 2262.74 2356.33 956.463000000001 1354.83 1642.92 1002.23 971.014 1171.25 1528.45
+ERAP1 308.564 1010.38 1049.53 242.61 686.874 872.338 968.91 326.762 641.48 979.476 425.801 1017.72 367.54 1126.89 1459.84 728.205 706.461 817.62 992.017999999999 635.349
+ERAP2 25.4563 1075.43 34.9578 148.722 402.936 334.537 160.796 270.964 54.9683 3589.17 1465.01 604.369 700.226 963.027 714.228 1161.89 124.052 221.968 43.2229 1614.22
+ERAS 5.7637 0.8053 4.74 13.1681 0 0.4011 0.4144 0.68 2.1142 0.4456 3.1807 0.6068 0.5656 0.3861 0.5374 0 6.2472 0.7628 1.8793 2.5862
+ERBB2 651.297 246.41 90.0607 1167.31 171.01 55.7561 1579.78 171.35 557.611 1293.08 526.718 368.932 151.018 85.3364 160.15 560.592 182.508 264.683 128.729 103.879
+ERBB2IP 571.086 2571.2 2439.34 2268.01 1152.92 1210.19 1179.03 1030.82 1878.44 1812.19 2525.45 1853.16 987.557 1402.07 1797.66 2287.7 1966.98 1546.15 3586.09 1756.47
+ERBB3 5.2834 14.8973 94.2083 44.1518 924.908 10.0281 12.8471 3.0598 32.7696 32.9732 15.2672 26.699 2.8281 3.4752 12.898 9.2507 41.9456 4.5767 13.1548 4.7414
+ERBB4 0.4803 0 1.7775 2.3238 1.6766 0 0 6.7996 19.556 0 0 13.3495 0.5656 1.5446 17.1974 1.8501 0.4462 6.865 0.9396 0
+ERC1 1129.68 3819.35 1633.54 687.839 1672.66 1553.55 1878.99 1926.67 1817.65 788.682 1221.37 1111.04 1165.16 1462.3 1936.32 1735.43 1211.07 1647.6 1237.49 1734.05
+ERC2 3.3622 181.586 11.8501 52.6723 14.5303 11.2314 14.9192 2.7198 36.4693 26.2894 33.0789 30.9466 61.086 20.8514 8.0613 10.1758 7.1397 27.46 18.3228 21.5517
+ERCC1 469.741 812.106000000001 1707.42 1264.14 1104.3 1961.8 1282.64 1536.03 1371.92 1671.83 1383.59 1767.6 2442.31 1034.08 2040.45 1321.92 1557.79 1089.84 523.843 972.332
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+ERCC4 286.743 290.296 766.701 798.606 214.042 200.963 149.192 297.823 665.962 141.25 541.349 353.155 148.756 598.513 664.786 644.773 548.862 408.085 317.595 197.414
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+ERI1 164.745 188.028 161.754 237.026 159.274 202.166 299.627 291.363 264.799 278.935 308.524 244.539 190.611 96.5344 178.96 235.893 408.3 274.599 140.944 400.431
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+ERMP1 1391.48 1483.5 1251.39 467.862 2074.5 2666.37 220.071 168.29 761.639 358.249 270.369 1838.69 1221.17 1359.23 3507.29 399.63 440.892 237.994 783.218 830.207
+ERN1 88.3766 1870.62 350.17 20.1394 25.7074 337.746 29.8384 583.066 53.3827 12.4763 178.117 54.6117 89.9321 363.742 123.069 39.778 176.261 93.0587 53.089 337.931
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+ERRFI1 756.965 138.907 529.107 2081.33 3961.74 261.131 2493.16 947.185 791.226000000001 5798.82 531.807 496.966 220.023 873.443 361.145 176.688 462.74 522.502 1291.05 256.897
+ERVFRDE1 333.333 2.0132 4.1475 17.0411 210.689 1.2034 2.0721 0.34 537.526 2.2279 1347.96 1.8204 85.9729 44.4058 107.484 111.933 0 21.3577 109.937 340.948
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+ESF1 241.114 409.475 291.512 209.14 475.028 407.541 276.419 427.355 282.241 216.553 223.282 475.728 229.638 476.88 458.417 326.55 236.948 346.3 426.122 209.914
+ESM1 905.86 1142.26 443.194 1000.77 49.7382 1670.28 646.084 4391.52 507.928 373.844 767.812 657.767 985.294 399.266 706.704 501.388 1273.98 175.439 1677.24 608.621
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+ESRP1 16.8108 3.221 1.7775 41.828 0 1.2034 0.8288 1.0199 3.6998 2.2279 0.6361 0 27.1493 0 0.5374 0 6.2472 0 0.4698 19.3966
+ESRP2 232.949 78.9156 178.936 262.587 167.657 58.9651 163.697 171.69 236.786 315.027 251.908 302.791 157.24 168.742 169.287 274.746 183.846 359.268 150.341 96.5517
+ESRRA 1278.58 1357.67 933.788 1594.11 1093.68 2339.35 976.378 880.209 1066.6 1246.3 1057.25 3174.15 1377.83 1220.97 1171.57 948.196000000001 933.066 948.893999999999 1485.08 1330.17
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+ESRRG 191.643 157.026 44.4379 30.2091 130.773 161.653 0.8288 197.189 70.8245 0 56.6158 18.2039 313.348 293.465 122.531 23.1267 259.259 444.699 312.896 657.328
+ESX1 0 0 0 2.3238 0 0 0.4144 0.34 0 0 0 0 0 0 0 0 0.8925 0 0 0
+ESYT1 1643.61 20924.3 5070.66 2262.59 6628.04 7377.06 3225.86 3681.99 7048.1 2744.35 3786.26 3163.23 5174.77 4410.85 6402.26 3095.28 3049.53 4117.47 3026.07 7299.14
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+ETAA1 272.815 312.844 391.053 295.12 674.54 341.757 295.068 261.105 326.639 411.719 282.443 576.456 308.258 506.999 282.682 614.246 304.775 345.538 295.983 617.672
+ETF1 1231.03 2318.35 3144.42 1794.73 3125.13 2434.82 2154.16 1917.83 3667.02 3177.45 2987.91 2811.89 2851.81 3608.07 5691.79 1854.76 3103.53 1868.8 5463.47 2635.78
+ETFA 1291.55 1612.94 1978.37 658.404 2478.53 2094.26 1179.44 1758.38 2169.13 1211.1 2330.15 2753.03 2782.81 1684.33 2645.71 881.591 1265.95 1954.23 4632.84 1077.16
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+ETHE1 376.081 207.757 812.324 233.927 247.015 414.36 573.974 291.703 449.26 330.177 339.058 425.364 257.919 391.93 779.256 483.811 191.879 475.973 233.498 160.776
+ETNK1 1209.89 1756.27 1765.66 1364.06 2042.62 836.342 625.363 1453.76 1371.04 1174.56 1208.02 1447.21 1072.4 1003.96 1315.6 1038.85 1355.2 1752.86 2404.04 1979.31
+ETNK2 3185.4 1307.74 100.133 1883.04 1112.12 410.75 14.5048 1433.36 2668.08 73.9668 1269.72 2152.91 982.466 163.336 67.1772 450.509 1289.16 2172.39 3319.71 571.983
+ETS1 566.763 1218.76 268.405 456.236 1149.01 938.628 2765.02 1271.53 489.958 820.764 581.425 944.175 346.719 481.514 580.948 1574.47 354.306 987.033 1027.48 152.586
+ETS2 843.9 895.853 1789.36 398.916 2043.18 600.481 2440.12 732.317 1203.49 5535.48 1121.5 925.364 353.507 662.226 632.541 1696.58 444.891 792.525 980.503 164.224
+ETV1 1713.26 360.354 1364.54 538.342 277.193 770.959 581.848 911.827000000001 766.385 60.1537 353.053 442.961 699.661 1222.13 973.264 600.37 1048.64 1201.37 1370.92 1206.9
+ETV2 18.2517 10.4684 47.9929 148.722 31.296 38.5078 26.1086 68.676 45.9831 25.3982 70.6107 23.0583 98.4163 54.8315 70.4017 66.605 53.5475 69.4127 19.7322 38.3621
+ETV3 4.8031 204.939 38.5128 20.914 13.4126 34.0955 32.7393 32.2981 45.9831 42.3304 8.9059 26.0922 10.7466 19.693 37.0818 8.3256 11.602 23.6461 23.0209 38.7931
+ETV3L 0 2.4158 0.5925 0 0 0.4011 0.4144 0 2.1142 0.4456 0 1.2136 0 0 0 0 0 0 0 0
+ETV4 23.5351 786.337 107.243 353.215 1.1177 54.5527 505.18 277.424 160.677 1077.87 208.651 111.044 396.493 261.029 152.089 7.4006 559.125 27.46 143.293 2098.71
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+ETV6 1159.94 990.471 969.338000000001 1171.19 885.788 858.002 1242.85 1213.73 809.725 901.86 685.751 481.796 999.434 1081.19 956.066 559.667 1124.94 1252.48 566.126 1901.72
+ETV7 10.0865 35.8341 11.8501 36.4059 11.736 106.699 38.1268 10.8794 63.9535 681.297 54.0712 11.5291 106.335 23.9405 3.2245 10.1758 77.1977 389.016 17.8529 46.5517
+EVC 214.366 874.368 541.223 696.755 16.2068 241.244 698.069 790.505 219.656 204.015 102.615 496.123 147.624 540.504 152.121 507.465 753.753 48.8177 104.435 196.983
+EVC2 3.3622 190.042 2.37 131.681 3.912 0.4011 259.428 1.6999 5.814 136.794 7.6336 12.1359 0.5656 22.396 3.2245 12.0259 80.3213 14.4928 1.4094 0
+EVI2A 162.344 53.1472 17.7751 43.3772 124.066 16.8472 633.237 15.2991 26.9556 249.972 71.2468 170.51 67.3077 32.0494 98.3474 158.187 32.5747 254.005 43.2229 8.6207
+EVI2B 132.084 76.9024 29.6252 48.7994 146.979 15.6438 432.242 30.5982 48.6258 335.524 87.1501 238.471 75.2262 44.792 99.9597 174.838 46.4079 469.87 83.627 19.8276
+EVI5 393.372 295.531 292.697 384.973 780.723 340.955 420.638 350.52 789.641 378.3 423.028 375.607 136.312 533.256 476.152 412.581 248.103 326.468 405.45 525.862
+EVI5L 409.222 862.032 2381.28 2135.55 494.029 1390.29 633.651 1803.26 2102.01 287.401 1145.67 851.335 995.475 1267.69 1950.83 813.136 1636.77 821.51 797.275 811.207
+EVL 1305 741.645 1118.06 2928.74 240.308 288.408 2457.94 911.827000000001 637.949 1166.54 939.567 485.437 1220.59 660.295 637.915 952.822000000001 1423.92 1556.06 334.508 332.328
+EVPL 17.7714 18.1184 5.925 2.3238 5.5886 0.4011 1.2433 0 0 663.473 3.1807 9.1019 20.362 0 0 0 43.2842 0 8.9265 11.6379
+EVPLL 0 0 52.1404 0 1.6766 0 0 0 2.1142 0 0 0 0 0 0 0 0 0 9.3963 0
+EVX1 55.7157 81.734 15.9976 49.574 0.5589 2.0056 0 116.953 10.0423 0 30.5344 0.6068 9.6154 76.4553 0.5374 14.8011 135.654 46.5294 14.0944 23.2759
+EVX2 0 0 0.5925 0 0 0.4011 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+EWSR1 4166.67 3074.89 3232.71 6292.8 3919.82 4274.37 5590.14 3191.73 4593.02 5854.52 3844.15 3054.61 3815.61 4852.21 3376.06 3090.66 7016.06 3871.09 4216.11 5435.78
+EXD1 0.9606 0 1.7775 0.7746 1.1177 0 0 0.68 0.5285 0.8912 0.6361 1.2136 1.1312 0 1.0748 1.8501 0.4462 0 0 3.0172
+EXD2 596.542 523.822 704.488 384.198 225.219 313.277 242.851 1012.8 649.049 416.175 471.374 513.35 298.077 462.593 594.384 661.425 563.141 289.092 504.111 436.638
+EXD3 178.194 225.876 149.904 237.026 160.392 255.917 164.94 212.488 223.044 210.315 139.313 367.112 257.919 246.356 198.845 127.66 246.765 147.216 120.742 264.655
+EXO1 15.8501 76.0971 35.5503 120.837 1.1177 334.136 176.544 61.8764 191.861 247.744 141.857 15.1699 210.407 27.8019 227.328 23.1267 178.492 48.0549 46.0418 676.724
+EXOC1 627.282 905.918 687.898 1573.2 937.761000000001 791.817 885.205 887.688 1058.14 373.844 833.333 1309.47 454.185 1369.24 1089.88 1180.39 1688.09 980.168 1253 1066.81
+EXOC2 905.86 782.713000000001 657.68 368.706 796.93 815.082 500.622 584.086 957.188 712.933 1071.88 392.597 463.235 580.751 559.989 623.497 547.97 626.24 1487.9 792.241
+EXOC3 1378.48 901.087 1270.33 742.835 1527.36 1223.83 1220.06 1080.8 947.674 798.485 1060.43 1355.58 1031.67 1103.2 1163.51 999.075 1008.03 1179.25 1478.04 427.586
+EXOC3L 191.816 180.781 199.733 336.654 184.082 241.829 244.509 267.19 235.787 50.3732 178.117 197.221 261.878 374.017 380.691 297.761 268.719 579.176 172.422 69.8276
+EXOC3L2 128.242 233.928 250.037 107.668 38.0023 303.65 236.22 273.684 95.666 53.0244 406.488 307.646 164.593 199.247 125.218 828.862 186.524 89.2449 241.954 53.0172
+EXOC4 1110.47 2317.14 1432.68 385.748 1996.8 1121.14 1847.49 1919.87 1605.18 1123.76 965.013 1577.06 765.837 1603.24 2015.85 1176.69 1408.75 1329.52 1806.44 1079.31
+EXOC5 1511.53 1613.34 1642.42 920.217 585.123 604.493 883.547999999999 884.968 1301.27 1250.75 831.425 808.858999999999 1039.03 604.305 1431.68 1187.79 1170.01 749.047 2549.21 888.362
+EXOC6 465.898 943.363 418.308 304.415 611.948 558.764 170.742 423.275 479.915 322.602 388.041 562.5 193.439 560.286 142.953 348.751 339.58 771.167 850.364 1370.69
+EXOC6B 53.3141 175.95 94.2083 7.7459 119.595 75.4112 14.5048 74.1157 48.0973 22.7247 32.4427 66.1408 18.6652 90.7423 101.034 85.1064 24.9888 61.0221 64.3646 575.431
+EXOC7 2851.87 3167.42 3108.14 2934.93 2727.78 3168.74 4533.32 3693.55 2586.5 2316.14 2721.65 4075.69 3043.55 2183.61 1902.64 3412.58 1575.89 2367.12 1553.05 2893.41
+EXOC8 317.003 570.125 403.496 390.395 404.612 512.635 335.682 576.606 428.118 318.592 415.394 364.078 399.887 493.484 514.846 370.028 338.688 443.173 639.417 528.017
+EXOG 388.569 306.804 228.707 145.624 105.065 171.28 282.636 145.512 126.321 152.835 150.127 268.811 226.244 162.564 158.001 234.043 170.46 185.355 164.905 126.293
+EXOSC10 860.711 603.946 803.437 694.81 1269.72 982.351000000001 1498.55 915.567 1002.64 3218.89 874.682 709.952 647.059 678.83 1333.87 726.179 775.993 819.222 569.415 872.845
+EXOSC1 697.887 704.603000000001 290.92 376.452 660.569 789.008999999999 653.129 449.454 315.011 994.987000000001 734.097 626.214 694.57 408.147 468.091 500.462 274.877 653.699 305.379 584.052
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+FDFT1 18373.7 5901.35 12964 856.7 8301.26 20634.6 1123.08 12288.2 11945 888.047 7401.4 4187.5 45873.9 5661.94 948.542 1645.7 6509.15 7143.4 11199 39757.3
+FDPS 14754.6 2765.71 16205.3 895.004 9236 41440.8 1544.18 2623.87 8546.64 4811.94 2013.68 2213.84 105517 3114.76 2154.79 922.876999999999 5501.66 3536.21 15844.7 25851.2
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+FER 25.9366 71.2656 30.2177 20.914 20.1188 48.1348 25.2797 47.9372 58.6681 65.9463 64.2494 27.3058 14.1403 32.0494 26.8709 33.3025 14.2793 9.1533 60.1362 51.7241
+FERD3L 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+FERMT1 0.9606 135.284 62.213 27.8854 277.752 194.545 86.6142 208.068 9.5137 59.2626 238.55 413.228 103.507 773.434 442.295 1891.77 13.8331 542.334 53.5588 84.0517
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+FETUB 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+FEV 0 0.4026 0 0 0 0.4011 72.5238 0.34 1.0571 0 0 0 0 1.1584 1.6123 0 4.4623 0.7628 0.9396 0
+FEZ1 115.754 417.528 331.803 828.04 60.3565 148.416 67.1363 205.348 285.412 569.01 1379.13 520.631 161.199 1037.17 833.535 395.93 798.751 858.124 335.447 427.155
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+FEZF1 0.9606 0.4026 0 0.7746 0.5589 83.4136 0.4144 0 1.5856 0.4456 0 0.6068 9.6154 3.8614 3.2245 0 0.4462 0 0.9396 35.2155
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+FFAR1 0.4803 0 0 0.7746 3.3531 0 0 0 1.5856 0 0 0 0 2.3168 8.0613 0 0.8925 0.7628 1.4094 6.4655
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+FGA 0 0.8053 4.74 0 24.0308 0 0.4144 0 0.5285 0 0 0 0 0 0 0 0 37.376 1.4094 0
+FGB 0 0 0.5925 0 0 0 0 1.0199 29.5983 0 0 0 0 0 0.5374 0 0 0.7628 0.4698 0
+FGD1 339.577 360.757 665.975 1438.42 107.3 276.374 1497.72 273.684 721.987 322.602 665.394 471.481 66.7421 533.642 161.225 1195.19 541.276 1086.96 351.891 182.759
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+FGD3 42.7474 32.6131 13.6276 42.6026 126.302 68.1909 389.971 72.0758 10.5708 231.258 49.6183 91.6262 48.6425 48.6533 29.0206 52.729 73.6278 207.475 23.9605 9.9138
+FGD4 233.91 38.6525 248.26 362.51 1256.87 352.988 218.815 124.433 383.192 75.7491 236.005 468.447 183.823 430.543 344.485 296.022 141.455 92.296 276.721 185.776
+FGD5 135.927 487.988 96.5783 105.345 329.167 303.249 274.762 478.692 112.579 133.229 248.092 259.709 367.647 187.663 175.198 501.388 139.67 228.07 244.773 58.1897
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+FGF10 0 0 6.5176 0 0 0 13.2615 0 3.1712 0 0 2.4272 0 0 0 0.9251 0 0.7628 0 1.2931
+FGF11 946.206 783.825 433.121 184.353 246.579 18.8528 29.424 20.3988 121.036 309.235 36.2595 6665.01 105.769 49.0704 23.109 92.5069 1178.05 28.9855 305.379 47.8578
+FGF12 1459.17 1429.74 749.519 345.469 10.6183 161.251 8.7029 1134.51 10.0423 4.0102 126.59 217.233 411.199 782.701 371.356 863.09 460.062 0.7628 22.0813 965.517
+FGF1 4.8031 21.3394 49.1779 5.4222 2.2354 4.4124 122.254 20.0588 22.7273 5.347 1.2723 30.3398 5.6561 18.1485 2.1497 54.5791 7.5859 4.5767 4.2283 1.2931
+FGF13 158.501 679.237 13.6276 27.1108 73.2102 20.8584 152.922 26.8584 179.175 2.2279 33.715 37.0146 1.6968 12.3564 46.7553 36.0777 1750.11 22.1205 163.965 2.1552
+FGF14 13.4486 34.2236 4.1475 22.4632 2.7943 1.2034 113.552 5.0997 21.1416 0 32.4427 23.0583 5.6561 33.594 13.9729 38.8529 24.9888 46.5294 1.4094 5.6034
+FGF16 0 0 0 0 0 0 0 0 1.0571 0 0 0 0 0 0 0 0.4462 0 0 0
+FGF17 17.2911 4.4289 19.5527 37.9551 17.3246 7.6213 52.6316 27.1984 5.814 0.8912 5.0891 1.8204 3.9593 6.1782 1.6123 1.8501 0.8925 12.2044 0 6.4655
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+FGF19 0 0.4026 0 0.7746 0 0 0 0 0 0 0 0 0 0.3861 0.5374 0 0.4462 0.7628 0 0
+FGF20 16.3305 4.0263 0 1.5492 1.1177 1.6045 0 0.68 0.5285 0 1.9084 8.4951 1.1312 6.9505 0.5374 9.2507 15.1718 4.5767 2.8189 17.2414
+FGF21 0 162.663 1.185 2.3238 0 0 1.6577 0 1.5856 0 0 0 0.5656 0 0 0 0.8925 0 0 0.431
+FGF2 47.5408 47.4379 19.5053 68.9388 24.3494 13.2852 729.507 40.4101 15.1057 593.526 132.71 283.465 36.6572 374.801 23.985 277.9 261.16 269.268 44.6981 23.1552
+FGF22 0.9606 0.8053 0 2.3238 0 0 0 2.0399 1.5856 0 0.6361 1.2136 0 0.3861 0 0 0.8925 0.7628 0 0.8621
+FGF23 0 0 0 0 0 0 0.8288 0 0 0 0 0 0 0 0 0 1.3387 0 0.4698 0
+FGF3 0 0.4026 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+FGF4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+FGF6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+FGF7 10.0865 84.955 52.7329 63.5167 26.2663 12.0337 150.021 3.7398 41.2262 6.2382 33.715 73.4223 10.181 66.8018 52.6669 82.3312 40.1606 141.114 117.454 21.9828
+FGF8 0 0 1.185 9.2951 0 0.4011 1.6577 0 0 0.8912 5.0891 0 1.6968 0.7723 0 0 0.8925 1.5256 0 0.431
+FGF9 381.364 794.39 243.519 144.074 186.658 490.173 0 349.84 263.214 0.4456 193.384 408.981 339.932 1627.57 709.391 183.164 224.453 243.326 488.607 662.5
+FGFBP1 0 0 0.5925 0 0 0 0 0 0 15.1498 0 0.6068 0 0 0 0 0 0 0 0.431
+FGFBP2 4.3228 3.221 8.2951 1.5492 8.9417 2.8079 8.7029 15.2991 0 4.0102 7.6336 8.4951 0.5656 0.7723 4.2993 3.7003 2.6774 6.865 7.0472 0
+FGFBP3 85.0144 67.2393 211.524 109.218 65.3862 1011.23 49.3162 79.5554 152.22 46.3406 117.048 106.189 752.828 169.128 124.144 131.36 258.813 140.351 36.1757 453.879
+FGFR1 1055.72 407.865 4865.06 7736.64 463.292 1885.68 7615.42 5077.6 4513.21 302.997 6020.99 842.84 1628.96 1028.67 4458.95 2069.38 4232.04 7679.63 2257.46 1214.66
+FGFR1OP 401.628 212.629 103.837 202.115 253.162 482.266 97.041 185.874 426.49 275.869 519.396 74.4478 364.717 183.411 177.02 136.781 235.141 188.825 288.983 359.422
+FGFR1OP2 363.112 987.250000000001 744.186 926.414 538.179 575.612 571.073 503.511 689.746 621.143 594.784 678.398 330.317 509.316 626.629 543.016 614.012 599.542 569.885 608.19
+FGFR2 246.878 1090.73 144.571 231.603 209.012 1175.29 1.6577 176.79 59.7252 24.9527 280.534 615.291 934.955 191.524 248.824 235.893 273.092 397.407 776.133 262.069
+FGFR3 19.6926 145.752 10.0726 412.084 760.045 12.4348 3.7298 61.1964 11.6279 40.1025 22.2646 20.0243 27.7149 27.4158 9.1361 29.6022 55.3324 19.8322 142.824 12.5
+FGFR4 505.283 4785.66 931.418 549.961 6052.42 8474.53 38.5412 1648.9 3551.8 221.455 18811.7 42.4757 26747.2 418.187 3137.98 17.5763 914.77 12044.2 7930 7233.62
+FGFRL1 339.577 1688.63 5067.69 2494.97 9810.17 3773.37 894.322 3089.74 942.389 182.244 675.572 659.587 2244.34 1521 339.648 630.897 2768.85 2196.03 5850.13 2045.69
+FGG 0.9606 2.8184 311.065 1.5492 12783.8 2.4067 0 0.34 7430.23 1.3367 1.2723 171.723 19.2308 79.5444 100.497 2.7752 138.777 142.639 49.8003 2.1552
+FGGY 33.1412 188.431 101.911 33.3075 295.635 54.9539 77.0825 26.8584 47.5687 77.0859 41.3486 101.335 126.131 67.188 174.661 27.7521 50.4239 75.5149 180.409 27.5862
+FGL1 4.8031 0 0.5925 0.7746 0 0 2.4865 0 2.6427 19.6057 0.6361 2.4272 0 0.3861 0.5374 0 0 1.5256 0 1.2931
+FGL2 295.869 283.452 62.213 61.1929 493.471 30.8865 1193.54 107.094 110.994 746.352 277.99 569.782 190.611 93.8315 219.804 316.374 103.971 1542.33 324.642 40.0862
+FGR 96.0615 57.5761 51.5479 119.287 38.5611 33.6943 275.176 101.994 78.2241 186.699 138.041 55.8252 140.272 28.5742 71.4766 129.51 40.1606 280.702 73.7609 20.6897
+FH 2439.96 2823.65 2771.14 1567.78 2201.34 1855.19 212.184 1749.54 1519.03 1325.61 1746.82 3271.84 3861.99 2124.53 2828.43 1397.78 3458.72 3334.1 3431.52 2766.81
+FHAD1 16.3305 3.668 7.1397 12.4555 30.1783 2.844 168.127 6.497 66.3108 5.7926 8.3779 4.9029 5.0905 13.2754 6.4974 13.9315 3.6055 11.5561 7.066 3.8793
+FHDC1 43.2277 14.4947 30.8103 119.287 5.5886 78.219 155.408 15.9791 38.5835 76.6403 27.3537 29.733 10.181 9.6534 243.45 28.6772 4.4623 12.2044 21.1416 5.1724
+FHIT 3.3622 108.308 347.8 115.414 101.153 52.5471 35.6403 67.6561 114.693 0.4456 136.768 362.257 20.362 195.772 88.1365 155.412 49.5315 199.847 120.272 76.2931
+FHL1 305.476 433.23 236.409 347.792 550.474 251.905 3808.54 580.686 348.309 667.038 636.132 237.257 195.701 1290.86 284.294 2213.69 497.099 642.258 180.879 398.276
+FHL2 953.89 879.747 562.287 1090.63 2258.34 2233.85 169.084 1723.02 937.632 4297.65 2536.26 97.0874 2581.45 572.642 879.753 309.898 990.183 1604.12 350.951 1271.55
+FHL3 289.625 506.106 89.4682 462.432 136.92 149.619 1323.25 178.83 984.144 1327.39 273.537 146.238 380.656 117 52.6669 244.218 168.675 264.683 216.115 175.862
+FHL5 64.8415 5.6368 20.1452 30.9837 8.9417 24.8696 13.2615 128.512 24.3129 3.1191 37.5318 15.1699 23.19 66.4157 4.2993 86.0315 14.7256 50.3432 14.5642 9.9138
+FHOD1 973.583 972.755 1383.5 4097.6 377.787 1239.47 1368.01 1639.04 1292.28 920.575000000001 1505.09 707.524 936.086 1068.83 1806.26 1218.32 1055.78 1386.73 638.008 755.603
+FHOD3 238.713 903.503 718.708 4495.74 4.4709 563.578 453.792 657.182 1715.12 666.147 791.349 382.888 1264.71 727.87 927.045 223.867 592.593 1156.37 841.907 999.999999999999
+FIBCD1 295.869 466.649 697.971 1167.31 272.722 23.6663 34.8114 15.6391 115.222 25.3982 470.738 191.748 192.873 2004.05 76.8507 430.157 5311.47 596.491 351.891 273.276
+FIBIN 6.244 103.073 21.3302 6.1967 0 5.6157 4859.1 4.0798 17.4419 7.1293 21.6285 79.4903 4.5249 23.5544 19.8845 19.4265 29.8974 19.0694 7.9868 9.9138
+FIBP 1306.92 710.24 1486.59 923.315 1306.05 1887.69 1255.28 1338.16 1331.92 1533.25 1245.55 666.262 2688.91 830.196 1590.22 1100.83 1186.08 1272.31 1240.31 1175.86
+FICD 34.5821 625.688 380.388 25.5616 101.153 291.215 87.0286 48.9572 178.118 45.0039 67.43 121.359 75.2262 252.534 111.246 98.0574 63.3646 74.7521 237.256 480.603
+FIG4 420.269 603.543 466.894 237.8 869.022 292.018 746.374 359.019 488.901 159.964 505.725 629.854 437.217 362.197 269.784 408.881 266.399 482.837 752.173 495.69
+FIGF 8.1652 4.0263 145.756 413.633 400.7 0.4011 3380.02 7.4796 381.078 0.8912 187.023 2128.03 39.5928 50.1979 97.81 269.195 14.2793 72.4638 133.427 49.569
+FIGLA 0.4803 0.4026 0 0.7746 0.5589 0.4011 0 0 0.5285 0 0 0 0 0 0 0 0 0 0 2.1552
+FIGN 159.462 2.0132 29.6252 35.6313 65.3862 2.8079 47.6585 36.0379 17.9704 36.9834 15.9033 29.733 48.0769 25.0989 34.9322 53.654 7.1397 9.1533 50.2701 0.8621
+FIGNL1 119.597 283.854 444.971 466.305 93.8879 272.363 132.201 174.41 455.603 274.479 220.102 212.379 169.683 250.603 418.111 481.036 418.117 226.545 257.928 200.862
+FIGNL2 18.732 26.5736 13.0351 83.6561 10.0594 25.6719 5.8019 5.7797 6.3425 12.4763 38.8041 9.7087 38.4615 25.4851 1.6123 35.1526 73.1816 4.5767 4.2283 31.4655
+FILIP1 22.0941 66.434 24.2927 20.914 30.7371 56.1572 160.381 71.0559 56.0254 5.7926 15.9033 45.5097 11.3122 23.9405 19.347 42.5532 14.7256 33.5622 44.1626 12.931
+FILIP1L 139.289 317.273 107.836 93.7258 327.49 135.981 927.476000000001 196.509 156.977 122.535 262.087 594.053 78.0543 205.425 70.9391 193.339 127.622 646.835 174.771 79.7414
+FIP1L1 466.695 593.046 484.734 530.643 622.287 810.754 738.284 809.894 765.222 506.227 716.024 587.888 525.017 886.954 649.163 647.909 1307.34 870.313 950.218 732.56
+FIS1 3220.24 3448.64 2499.69 1316.22 4826.55 2709.05 2412.59 2760.66 3479.34 1880.28 2219.61 3761.2 1930.7 3245.07 4895.33 2138.91 2946.76 2467.36 6106.46 1043.5
+FITM1 1054.27 192.86 157.014 59.6437 205.1 109.908 10.775 170.67 1709.3 7.5749 290.712 13.3495 1737.56 94.2176 508.397 6.4755 210.174 518.688 773.784 995.690000000001
+FITM2 47.5504 124.413 34.9578 30.9837 47.5028 58.1629 27.7663 46.2373 36.9979 29.4085 48.9822 129.854 44.1176 81.8612 60.7282 46.2535 46.4079 47.2921 57.3174 31.4655
+FIZ1 377.522 303.986 613.835 1130.91 454.909 749.298 590.137 778.215 655.391 491.033 801.527 468.447 611.991 619.365 626.629 763.182 557.341 857.361 249.941 465.517
+FJX1 44.6686 228.291 404.681 372.579 85.5051 189.33 489.018 445.714 610.465 252.646 529.898 179.005 347.851 981.562 1606.88 237.743 323.07 261.632 278.6 780.172
+FKBP10 364.073 2883.64 11031.8 6004.65 216.836 2437.63 7127.23 5593.69 3972.52 1261 1086.51 1089.2 1250.57 3945.17 14770.4 4268.27 5650.6 2359.27 2191.21 2317.67
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+GBP4 163.785 465.441 38.5128 130.906 260.986 132.371 954.414 407.296 349.894 8338.64 319.338 301.578 75.2262 105.029 113.395 440.333 676.484 1120.52 224.101 44.8276
+GBP5 14.8895 45.0946 4.74 18.5902 24.5897 1.2034 891.007 9.5194 15.8562 842.152 14.631 93.4466 3.3937 10.4257 11.8232 74.0056 53.9938 576.659 10.3359 0.8621
+GBP6 0 0.4026 0 0 0 0 3.7298 0 3.6998 115.852 0 0 0 0 0 0.9251 12.9407 1.5256 0.4698 0
+GBP7 0 0 0 0 0 0 0 0 1.0729 0.8912 0 6.7172 0 0 0 4.7271 0.5667 0 2.382 0
+GBX1 0 0 1.185 0.7746 0 0 0 0 0 0 0 0 0 0.3861 0 0 1.3387 0 0.4698 0
+GBX2 0.9606 2.0132 0 1.5492 0 4.4124 2.0721 1.3599 1.0571 1.3367 0 0 14.1403 0.3861 1.0748 0 0.8925 0 0 0.8621
+GC 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GCA 459.654 215.005 321.138 179.706 315.754 307.661 391.629 259.405 352.537 348.892 330.789 407.16 292.986 145.574 212.817 395.005 302.543 548.436 521.494 584.914
+GCAT 462.056 123.205 257.74 507.359 197.276 830.726 231.662 557.228 401.691 501.281 237.277 497.573 1148.76 394.633 945.318 213.691 603.302 549.962 543.106 877.155
+GCC1 439.001 717.487 1219.37 380.325 452.674 383.474 808.123 616.384 1084.57 294.976 393.13 679.612 175.339 876.146000000001 533.118 361.702 575.636 755.912 1622.27 266.81
+GCC2 462.056 733.593 561.102 347.792 1583.24 763.337 459.179 520.85 486.258 507.965 496.183 423.544 447.964 426.682 715.303 465.31 397.144 388.253 567.536 741.81
+GCDH 683.477 1002.95 1204.56 639.039 823.755 814.28 268.131 991.042 699.789 275.37 729.644 1470.87 829.186 1013.23 910.923 537.465 939.759 716.247 669.016 453.448
+GCET2 0 1.6105 1.7775 3.0984 1.6766 3.6101 3.7298 0 0.5285 7.1293 3.1807 8.4951 1.1312 2.703 1.0748 10.1758 2.6774 38.9016 1.8793 6.4655
+GCFC1 760.327 403.033 926.678 954.299 630.39 581.227 401.575 548.728 543.34 584.159 975.191 458.131 429.299 404.286 388.016 538.39 1035.25 1170.1 272.023 387.5
+GCG 0 0 0 0 0 0 0.4144 0 0 0 0 0.6068 6.7873 0 0 0 0 0 0 5.1724
+GCGR 0.4803 0 0.5925 33.3075 0 0 1.2433 0.34 0 0 0 1.8204 1.6968 0 0 0 0.4462 0 0 0
+GCH1 487.992 171.52 58.0655 144.074 92.2114 159.647 271.861 105.394 87.7378 449.593 176.845 104.369 208.71 131.287 24.1838 122.109 1205.71 478.261 301.621 318.534
+GCHFR 68.2037 102.268 98.3558 139.427 113.448 171.28 87.0286 17.679 378.964 596.636 108.142 184.466 660.068 32.0494 113.933 71.2303 209.282 348.589 229.269 218.965
+GCK 0.4803 48.7183 19.5527 78.2339 53.0914 2.8079 2.4865 44.5374 1.5856 1.3367 0.6361 1.2136 24.8869 17.3762 0.5374 12.951 49.0852 3.0511 18.7926 1.7241
+GCKR 101.825 4.4289 80.5807 85.9799 108.977 0.4011 0 3.3998 32.241 0 12.7226 10.9223 49.2081 20.0792 53.7418 4.6253 29.0049 12.9672 35.2361 59.4828
+GCLC 950.048 591.061 862.095 378.776 994.765 752.506999999999 1167.84 1293.62 1379.49 387.657 438.295 939.32 582.579 763.394 1229.61 775.208 609.995 633.105 2885.6 915.948
+GCLM 138.328 599.517 237.594 89.0782 468.881 563.979 544.965 99.9542 338.795 659.463 143.766 629.854 139.14 348.296 428.322 207.215 144.578 92.296 668.546 397.414
+GCM1 0.4803 1.2079 0 6.9713 6.1474 0 4.1442 0 16.3848 0 1.9084 0 1.1312 0.3861 0 0 0.8925 3.0511 6.1076 2.1552
+GCM2 0 0 0 0 0 0 0 0 0.5285 0 0 0 0 0.3861 0 0.9251 0 0 0.9396 0
+GCN1L1 1731.51 4048.45 2093.32 1858.25 2633.89 1511.43 3936.59 2257.47 2815.54 2483.68 1795.17 2299.15 2382.92 2313.35 4918.45 1092.51 2570.73 1981.69 2967.35 2312.5
+GCNT1 19.6926 14.0921 286.772 140.976 56.4445 58.1629 347.286 13.2592 511.099 600.201 38.8041 74.0291 22.0588 67.188 75.2385 524.514 281.125 82.3799 54.4985 23.2759
+GCNT2 15.8501 55.9656 18.9602 6.1967 22.3543 15.6438 39.3701 92.4746 19.0275 94.9092 31.1705 59.466 88.8009 33.594 29.558 78.6309 7.5859 41.1899 40.8739 4.7414
+GCNT3 4.8031 0.8053 59.2505 0.7746 3.912 81.8291 21.1355 0 49.1543 20.4968 0.6361 240.291 8.4842 5.4059 90.2862 49.0287 0.4462 1.5256 75.1703 0.431
+GCNT4 1.4409 24.1578 32.5878 12.3935 11.1771 77.0156 1.2433 19.7189 2.6427 15.1498 17.1756 32.767 32.2398 24.7128 19.347 24.9769 29.4511 16.7811 12.2152 32.3276
+GCNT7 0.4803 0 0.5925 0 0 0.4011 0.4144 0.34 0 0.4456 0 0 0.5656 1.9307 0 1.8501 0.8925 0 0 0
+GCOM1 287.233 115.245 194.987 44.1518 3427.18 888.889 44.8031 7.8195 483.71 104.623 579.714 528.331 2330.04 638.432 95.4991 91.2488 239.17 385.728 894.888 704.466
+GCSH 8.1652 12.8842 40.2903 18.5902 11.736 46.9314 8.2884 49.6371 19.0275 5.7926 13.3588 53.3981 16.9683 35.1385 7.5238 6.4755 38.3757 8.3905 6.5774 68.1034
+GDA 0.9606 1.6105 13.0351 13.1681 0 2.4067 2.901 0.68 3.6998 4.9014 0 3.6408 73.5294 1.9307 4.2993 0 10.7095 0 3.2887 1.2931
+GDAP1 340.538 170.313 732.336 185.128 120.713 76.6145 105.678 1139.27 140.063 239.278 432.57 293.689 1373.87 342.504 275.695 353.377 967.871 231.121 414.846 360.776
+GDAP1L1 24.976 10.0658 16.5901 102.246 5.0297 0.8022 1.6577 155.031 2.6427 0.8912 62.341 113.471 23.7557 89.9701 60.7282 20.3515 9.3708 74.7521 2.8189 6.0345
+GDAP2 356.868 340.223 300.992 49.574 287.811 369.033 257.356 283.543 369.45 196.057 211.196 173.544 184.955 217.009 331.049 217.391 241.856 303.585 349.072 278.017
+GDE1 1568.68 1232.45 2262.18 1627.42 1992.32 2427.6 2463.32 964.184 2990.49 1061.82 1447.84 2217.84 1803.73 2187.47 2488.78 1543.94 1704.6 1620.9 2833.92 2026.29
+GDEP 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GDF10 79.731 267.749 46.2154 221.534 0 2.8079 5.8019 115.593 5.814 0 22.9008 0.6068 3.9593 12.7425 18.8096 4.6253 128.96 189.931 1.8793 265.086
+GDF11 342.421 397.428 283.277 689.21 70.7904 194.962 653.506 608.68 246.295 90.6405 1166.45 272.919 1061.25 174.754 83.4663 426.448 629.415 667.811 673.784 565.961
+GDF1 10.5668 22.9902 6.8494 73.6019 1.6766 5.6598 40.373 294.154 27.2516 0.4456 8.6132 54.3083 16.4932 3.2667 14.3437 10.074 112.615 33.3867 4.7075 0.5905
+GDF15 94.1402 4253.39 2625.39 325.329 172.687 27.6775 844.592 9.8594 3512.68 2436.89 157.761 9608.01 61.086 23542 202.607 74.9306 152.164 2259.34 91.144 40.5172
+GDF2 0 1.6105 5.925 4.6476 0 0 0 0 0.5285 0 0 0 10.181 0.7723 0 0 0 0 0.9396 0
+GDF3 4.3228 4.0263 0.5925 0 5.0297 1.6045 1.2433 6.7996 0 0 12.7226 0.6068 0.5656 3.4752 1.6123 9.2507 0 7.6278 1.8793 0.431
+GDF5 0 1.2079 1.185 0 1.6766 0.4011 226.146 0 1.0571 45.6455 0.6361 1.8204 0 0.3861 0 8.3256 30.3436 2.2883 0 0
+GDF6 147.935 98.2418 50.9554 37.1805 0.5589 2.4067 6.6308 404.577 3.6998 1.3367 40.0763 7.2816 9.0498 60.6236 11.8232 8.3256 33.021 18.3066 32.4172 3.4483
+GDF7 0 3.221 0 0.7746 0 5.2146 0 7.1396 0 0 0.6361 0 2.2624 0 0 0 0 0 0 0.8621
+GDF9 262.248 18.1184 38.5128 50.3486 67.6217 26.4741 4.5586 19.7189 37.5264 6.2382 43.8931 43.6893 23.7557 64.0989 76.8507 23.1267 45.0692 57.2082 16.9133 21.1207
+GDI1 5188.28 3659.1 7494.59 9899.3 2906.61 3094.67 3851.64 4136.88 5937.1 4297.2 4349.87 3951.46 4167.42 5049.14 4883.51 6206.29 5846.05 5387.49 3668.31 2365.52
+GDI2 4624.4 8953.29 3952.6 2838.11 3876.79 11380.3 3491.09 3702.38 5065.01 5804.61 5153.94 4865.9 4603.51 3865.62 4369.74 3450.51 4224.9 4120.52 4402.63 5916.81
+GDNF 0.4803 0 0 0 0 0 0 1.3599 0 0 0.6361 0 1.1312 0.7723 0 0 2.2311 0 0 1.2931
+GDPD1 2.4015 7.2473 21.9227 0 35.208 43.3213 23.2076 9.5194 13.2135 6.2382 14.631 39.4417 6.7873 23.1683 9.1361 28.6772 4.0161 9.1533 15.0341 16.8103
+GDPD2 0 0 0 0 0 2.0056 0.4144 0 1.0571 0.8912 0 0.6068 0.5656 0 0 0 0.4462 0 0 0.431
+GDPD3 15.4371 334.01 211.785 103.811 50.6939 4.5648 29.1463 12.3583 13.9006 17.5337 20.3562 6.068 13.5747 5.2553 10.2109 163.561 52.1508 43.791 10.3359 40.0474
+GDPD4 1.4409 0.4026 4.74 0 1.1177 4.0112 1.6577 0.68 1.5856 0 0 1.2136 0 0.7723 3.2245 0 0.4462 11.4416 2.3491 0.431
+GDPD5 82.1326 138.907 162.939 285.05 84.3874 923.786999999999 370.493 80.2353 84.0381 169.322 197.837 92.8398 2165.72 227.435 110.171 91.5819 146.363 121.281 332.629 591.379
+GEFT 428.434 194.257 29.489 1300.33 80.9113 162.696 611.72 539.596 60.2537 40.5481 164.644 64.7937 108.02 124.765 18.8096 236.762 254.605 121.945 26.2908 740.905
+GEM 166.186 291.907 97.1708 134.005 34.6491 110.71 2864.9 312.102 200.846 234.377 299.618 819.782 53.733 93.8315 229.477 256.244 238.286 569.031 93.4931 102.586
+GEMIN4 511.527 385.317 388.091 370.256 357.109 263.137 666.39 367.859 454.546 297.649 381.043 842.233 638.575 392.316 395.539 401.48 724.23 359.268 374.442 178.448
+GEMIN5 437.56 479.533 974.67 206.816 470.557 556.759 450.477 599.045 709.302 578.812 649.491 500.607 446.833 588.86 976.488 599.445 640.339 479.786 867.277 408.19
+GEMIN6 376.561 103.476 201.452 320.682 226.896 301.243 296.726 195.829 218.287 362.705 283.715 238.471 472.851 345.207 200.994 341.351 210.62 299.771 155.978 304.741
+GEMIN7 141.21 208.562 601.392 602.634 396.788 701.564 486.117 540.229 645.877 494.597 874.682 462.379 933.823 410.851 491.737 560.592 409.639 526.316 379.61 411.207
+GEMIN8 235.831 211.381 767.294 383.424 282.781 133.975 299.213 297.823 606.765 289.183 610.687 725.121 213.801 937.542 313.852 741.906 482.82 906.941 560.958 236.638
+GEMIN8P4 27.3775 10.871 10.6651 17.8156 45.2674 27.6775 18.649 38.0778 43.8689 71.7389 19.084 17.5971 39.5928 35.9108 27.9457 20.3515 49.9777 48.8177 30.5379 26.2931
+GEN1 160.903 124.01 155.236 505.81 167.657 411.151 229.175 196.849 286.998 333.296 277.99 100.728 207.579 235.544 162.838 172.988 175.368 196.796 286.587 522.414
+GET4 3548.59 4114.62 2579.14 4691.71 4242.84 4338.55 1191.89 3490.24 3663.39 755.709 1751.91 1884.71 2374.43 5495.22 2594.65 1143.39 4370.39 3064.07 4759.69 2750.52
+GFAP 24.976 39.8604 45.0304 108.443 3.3531 0.4011 4.1442 86.015 7.3996 82.4329 30.5344 183.859 9.0498 368.762 27.9457 1.8501 173.137 25.9344 43.6927 18.5345
+GFER 416.907 252.852 653.533 945.004 328.049 369.434 669.291 568.447 613.636 526.679 489.186 712.985 625.566 625.157 1199.52 781.684 806.783 498.093 295.983 450.862
+GFI1 4.3228 4.0263 6.5176 19.3648 7.2651 3.209 41.0278 4.4197 14.7992 253.537 9.542 13.3495 11.3122 3.0891 3.7619 12.951 6.2472 30.5111 3.2887 12.931
+GFI1B 0 0 0 0.7746 5.0297 2.4067 2.4865 0.68 13.7421 0.4456 0 0.6068 0 0.3861 0.5374 0.9251 1.7849 22.8833 13.1548 0
+GFM1 1269.93 3428.4 1786.99 444.617 1470.91 1928.2 539.992 1208.29 1150.63 1223.13 661.578 1910.8 1084.28 1079.64 1905.15 915.819 1366.35 701.754 3090.91 1099.14
+GFM2 677.714 1657.63 1256.11 937.258 1620.68 1361.01 357.232 1552.01 1265.33 843.489 1780.53 1319.17 1514.14 1459.99 2650.54 841.813 1962.96 1404.27 2270.61 1198.71
+GFOD1 13.4486 13.6894 4.1475 6.1967 12.8537 26.073 25.2797 25.1585 17.9704 19.1601 5.7252 9.1019 13.5747 15.4455 32.7825 24.0518 9.817 22.8833 25.8398 12.931
+GFOD2 556.196 388.136 1283.96 784.663 1484.32 574.809 476.171 850.63 606.237 642.531 658.397 670.51 513.575 935.998 2428.05 806.66 749.665 876.43 459.948 320.259
+GFPT1 1923.15 4662.46 1716.49 844.307 1682.16 1714 3571.9 1303.14 1510.57 1821.99 938.931 1068.57 1031.67 1896.71 2234.58 1469.01 862.115 1763.54 926.474 1971.12
+GFPT2 57.1566 968.729 489.409 910.147 57.0034 14.4404 2607.96 117.633 201.903 2765.73 75.6997 1057.04 99.5475 206.97 511.084 136.91 77.1977 95.3471 177.12 64.2241
+GFRA1 143.612 14.8973 3.555 216.886 3.3531 1.6045 4.9731 6.7996 4.2283 0 45.1654 134.709 0 11.9703 11.8232 148.011 10.7095 18.3066 3.2887 9.4828
+GFRA2 7.6849 372.433 95.3933 423.703 62.5919 160.048 25.6942 370.918 10.5708 3.1191 54.0712 4.2476 595.588 32.0494 16.1225 17.5763 683.623 9.1533 54.0287 10.7759
+GFRA3 18.732 49.9262 1.185 13.1681 7.824 10.8303 6.6308 12.9192 12.1564 2.6735 9.542 0.6068 2.8281 8.8812 2.6871 0 425.703 5.3394 48.8607 2.5862
+GFRA4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GFRAL 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GGA1 1280.02 966.313 1275.07 1745.16 1251.84 631.368 1501.45 672.821 1538.58 1152.28 721.374 1218.45 1353.51 1042.57 1302.7 565.217 2628.29 1353.93 1431.05 1331.47
+GGA2 4798.27 3047.91 4248.85 5956.62 5670.16 7121.14 1885.62 2698.08 5333.51 863.095 4114.5 3405.34 4895.36 4663.77 7595.32 1871.42 3283.36 4012.97 2771.44 2501.72
+GGA3 603.266 715.474 727.596 901.627 974.646 599.679 994.198 502.831 795.455 627.827 583.97 841.626 609.729 435.949 334.811 430.157 432.396 490.465 706.601 551.293
+GGCT 466.859 386.123 798.104 646.011 791.9 1351.79 966.432 326.381 1395.35 1235.6 575.7 966.626000000001 786.765 822.859 1145.77 526.365 1297.19 445.462 1284.47 939.655
+GGCX 310.759 608.777 573.545 299.768 801.959 577.216 1017.41 485.492 457.188 1297.98 440.84 259.102 664.593 485.375 544.404 496.762 282.909 444.699 739.488 900.430999999999
+GGH 509.126 518.991 330.618 840.434 270.487 901.725 62.5777 746.257 593.552 1646.43 1102.42 667.476 1342.19 583.454 499.261 797.41 1561.36 1054.16 307.728 4186.64
+GGN 1.4409 2.8184 8.8876 86.7545 0.5589 6.8191 4.5586 48.6172 5.2854 2.6735 30.5344 12.7427 3.3937 19.693 10.7484 14.8011 24.5426 12.9672 2.3491 3.8793
+GGNBP1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GGNBP2 975.504 1021.07 1131.09 908.598 1200.42 1174.49 1015.75 1386.78 1147.46 1046.67 1237.91 1649.27 1321.83 1224.83 1329.57 1157.26 1349.84 1089.24 1118.16 1802.16
+GGPS1 1457.25 916.789 630.425 604.957 882.994 2083.03 771.654 778.895 663.319 961.568 629.771 583.131 1567.31 813.206 862.018 826.087 700.58 1019.07 1307.96 1738.36
+GGT1 28.3381 12.4815 58.658 87.529 1.6766 3.209 36.4691 5.0997 17.9704 50.3509 14.631 16.3835 10.181 7.3366 10.2109 3.7003 21.419 19.0694 12.2152 31.8966
+GGT3P 28.8184 1.2079 5.3325 67.3896 1.1177 2.8079 2.0721 4.0798 10.0423 2.2279 1.2723 1.2136 4.5249 1.5446 3.2245 1.8501 15.1718 1.5256 14.5642 0.431
+GGT5 499.52 1108.04 401.126 264.136 126.302 196.149 1290.1 355.619 274.841 4641.19 1589.06 149.272 1020.93 969.592 381.567 981.499 5523.43 1881.77 348.132 107.759
+GGT6 22.0941 134.478 247.075 20.914 74.3279 0 0 0.34 19.556 0 17.8117 16.9903 0 54.4454 0.5374 0 24.5426 6.865 1064.6 1.2931
+GGT7 756.004 615.622 80.5807 223.083 702.483 464.099 411.521 466.453 58.1395 425.978 178.753 419.296 2057.69 195 36.007 72.1554 257.474 497.33 409.208 1959.05
+GGT8P 0 0.4026 0 6.1967 0 0.4011 0 0 2.6427 0 0 0 0 0.7723 1.0748 0 0.4462 0 3.7585 0
+GGTA1 166.667 122.4 34.9578 60.4183 585.123 36.5022 1305.84 133.612 43.3404 213.88 173.664 300.971 65.0452 67.9602 52.1295 335.8 70.058 342.487 154.099 5.1724
+GGTLC1 0 0.4026 0.5925 1.5492 0 0.4011 1.6577 0 1.0571 0.4456 0 0 1.1312 0 0 0 1.3387 0 0 0
+GGTLC2 5.7637 4.8316 5.3325 29.4345 0 0.8022 10.775 3.0598 7.3996 13.8131 3.8168 1.2136 7.9186 0.7723 2.1497 2.7752 6.2472 12.9672 4.2283 3.0172
+GH1 9.6061 0 0 0 0 0.8022 0.4144 0 0 0.8912 0.6361 0 0.5656 0.3861 0 0 0 0 0 0
+GH2 0 0.4026 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GHDC 2186.36 1240.5 1006.67 728.891999999999 3061.98 628.159 496.892 1133.15 921.776000000001 636.738 806.616 4991.5 2640.84 1477.75 2243.18 1672.53 1166.89 1324.94 1783.42 1583.19
+GHITM 5134.01 13858.1 7015.85 5532.15 11127.4 9367.03 3328.22 6591.2 6237.31 4677.29 6638.68 17902.3 5521.49 8860.7 7963.99 5312.67 5564.93 7339.44 14652.6 9989.66
+GHR 242.075 49.5235 1440.38 467.854 313.519 1034.1 75.8392 528.669 545.455 4.0102 1326.34 442.961 1104.07 1032.92 1388.69 887.141 327.532 404.272 876.673999999999 262.5
+GHRH 0 0 0 0 1.6766 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GHRHR 0 0 0 0 0 0 0 0 0 0 0 0 0.5656 0 0 0 0 0 0 0
+GHRL 14.4092 1.6105 2.37 10.8443 2.7943 0 4.5586 0.68 1.5856 1.7823 5.7252 3.034 1.6968 1.9307 0 4.6253 0.8925 10.6789 0.9396 0.8621
+GHRLOS 4.3228 5.2342 14.2201 80.5577 3.912 9.2258 11.6038 23.7986 8.9852 19.6057 7.6336 7.2816 6.7873 11.198 4.8368 12.0259 16.9567 22.1205 4.6981 10.7759
+GHSR 0 0.4026 0 3.0984 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0.7628 0 0.431
+GIF 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.9251 0 0 0 0
+GIGYF1 2433.72 2600.99 2624.2 5500.39 2403.08 2287.61 2278.49 1511.89 2099.89 1497.61 2018.45 2157.16 1006.22 1990.93 2280.26 1693.8 2132.98 2681.92 1784.36 806.466
+GIGYF2 1536.5 2152.86 1263.81 668.474 1841.43 1853.99 871.944 1409.56 966.701999999999 1213.77 972.646000000001 957.524 1614.25 1030.99 1151.15 1064.75 871.04 800.153 1407.09 1474.57
+GIMAP1 97.5024 55.563 32.5878 35.6313 228.572 61.3718 389.971 98.5943 52.8541 147.934 125.318 94.0534 98.9819 77.9998 56.4289 162.812 51.3164 308.925 78.9288 12.5
+GIMAP2 91.2584 46.3025 30.2177 227.73 128.537 290.814 367.178 161.151 261.099 209.87 219.466 94.6602 155.543 97.6928 43.5308 223.867 358.322 372.235 412.027 39.2241
+GIMAP4 417.867 320.494 267.812 262.587 570.593 393.903 1339 447.074 201.374 750.808 613.232 413.228 442.873 356.019 371.356 732.655 297.189 1400.46 679.822 116.81
+GIMAP5 280.98 239.162 130.351 237.8 772.34 203.369 1535.02 510.31 148.52 674.167 419.847 304.005 270.362 223.96 235.926 513.413 232.039 964.149 613.108 62.5
+GIMAP6 181.556 311.636 91.8382 104.57 347.609 231.448 614.588 277.424 83.5095 262.003 232.824 390.777 165.158 153.297 139.191 560.592 156.18 539.283 385.718 66.3793
+GIMAP7 217.099 130.452 75.2481 136.328 282.781 129.563 308.744 180.869 59.1966 318.146 236.641 260.315 61.086 160.633 64.4901 520.814 101.294 644.546 248.062 24.569
+GIMAP8 236.792 214.602 91.8382 163.439 362.139 183.714 580.191 449.114 88.7949 284.282 321.883 295.51 123.869 179.554 101.572 434.783 123.606 479.786 381.019 23.7069
+GIN1 75.4083 109.516 203.229 166.538 409.642 183.313 81.6411 215.887 213.002 103.375 291.985 272.452 187.217 322.811 399.839 238.668 324.855 138.062 419.544 185.776
+GINS1 44.1883 49.5235 159.976 213.788 30.1783 265.945 257.356 216.227 272.727 277.598 256.361 78.8835 362.557 103.485 320.838 172.063 443.552 112.128 124.031 764.224
+GINS2 123.919 91.7997 149.311 830.364 21.2366 647.012 217.157 254.985 585.624 798.931 332.061 154.733 1172.51 110.822 356.308 197.04 867.47 182.304 81.2779 536.638
+GINS3 293.948 266.541 463.339 954.299 539.297 466.907 186.904 363.439 994.715 257.547 559.796 598.301 572.398 547.157 1115.14 777.058 1044.18 677.346 398.403 967.672
+GINS4 143.132 51.1341 66.3605 203.718 37.4434 430.004 210.112 204.328 289.112 95.8004 223.919 118.932 207.579 114.683 216.042 91.5819 143.686 112.891 64.3646 758.621
+GIP 0 0 1.185 0 0 0 1.6577 0 0.5285 0.4456 0 0 0 4.6337 0 0.9251 0 0 0.4698 4.7414
+GIPC1 2082.13 3058.78 3191.23 3509.68 2906.05 4630.16 2021.55 3067.64 2904.86 1138.02 4003.82 2101.94 5583.71 2319.91 3619.51 2707.68 2314.15 3164 2404.04 4237.5
+GIPC2 21.1335 996.108 13.6276 3.873 965.145 8.4236 63.821 20.0588 7.3996 14.7042 24.8092 146.238 516.968 327.445 16.6599 51.8039 5.3548 262.395 448.203 1200.43
+GIPC3 93.1796 171.923 56.8805 129.357 97.7999 223.827 136.345 184.269 78.7526 356.912 160.941 71.6019 127.828 123.564 135.967 255.319 77.6439 115.179 132.958 115.948
+GIPR 1.9212 0 1.185 24.0124 23.472 12.0337 3.7298 1.6999 17.9704 1.7823 1.9084 0 1.6968 1.1584 0.5374 1.8501 2.2311 2.2883 1.8793 11.2069
+GIT1 1167.63 1780.43 1203.38 1259.49 1252.4 1153.63 2425.2 986.623 1423.89 1205.3 1033.71 1946 1175.34 898.928 1105.47 1283.07 1153.5 1301.3 869.626 2015.09
+GIT2 1412.58 1612.53 1596.8 1664.6 1554.74 1492.17 1778.28 1361.96 1478.86 1030.19 1400.76 1533.37 1069.55 1556.52 1403.74 1673.45 1103.97 1405.8 1563.54 877.155
+GIYD2 1398.15 350.816 751.373 1248.02 594.344 813.129 425.541 769.26 1715.52 432.813 1411.73 575.103 586.256 969.881 766.53 1256.25 1077.77 1092.56 319.572 957.47
+GJA10 0 0 0 0 0.5589 0.4011 0.4144 0 0 1.3367 0 0 0 0 0 0 0 0 0.4698 0
+GJA1 1703.17 2119.45 13603.3 728.891999999999 10881.5 6902.93 9978.04000000001 2381.22 5977.27 146.597 729.644 15067.4 10884.6 9227.53000000001 13083.4 13786.3 1678.71 385.202 3330.98 6620.69
+GJA3 3.8425 12.4815 0.5925 0.7746 1.1177 9.627 287.194 0.68 1.5856 16.041 3.1807 7.2816 16.4027 1.1584 3.7619 0.9251 2.2311 0.7628 4.6981 28.4483
+GJA4 168.588 162.663 100.133 144.849 889.7 431.207 946.125 399.817 373.15 192.938 203.562 515.17 93.8914 174.148 78.463 794.635 75.859 253.242 357.529 73.2759
+GJA5 82.1326 158.636 24.8852 13.1681 112.889 83.0325 199.337 180.53 22.7273 111.841 548.346 200.243 7.9186 187.663 32.2451 320.999 14.7256 773.455 161.146 9.9138
+GJA8 0 0.4026 0 0.7746 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GJA9 1.4409 6.0395 1.185 1.5492 0 8.0225 3.3154 1.3599 3.1712 18.2689 1.9084 3.6408 5.6561 2.3168 5.9116 1.8501 3.5698 1.5256 2.3491 3.0172
+GJB1 1.4409 0.8053 1.185 1.5492 0 0 0 0 1.0571 0 0 0 0 0 0 0 0.8925 0 2.3491 0.431
+GJB2 158.501 4.8316 2.9625 3.873 0 17.2483 6722.75 74.1157 2.1142 123.427 5.0891 3.034 27.1493 8.1089 2.6871 1.8501 53.5475 21.3577 25.37 62.931
+GJB3 8.1652 1.6105 11.619 11.6189 17.3246 21.6606 6.2163 4.0798 10.0423 242.843 1.2723 6.068 23.19 16.2178 2.6871 0.9251 16.0643 1.5256 7.0472 20.2586
+GJB4 0 0 2.37 0 3.3531 0 1.2433 0 1.5856 0.4456 0 0 1.6968 0.7723 0.5374 2.7752 1.7849 1.5256 0.9396 0.431
+GJB5 0 1.6105 10.6651 8.5205 63.7097 2.4067 7.874 3.3998 22.7273 55.6979 1.2723 3.034 1.1312 1.1584 5.9116 0.9251 6.6934 7.6278 18.7926 2.1552
+GJB6 5.7637 0 0 0 0 0 0.4144 1.3599 0 0.4456 0 0 0 0 0 0.9251 9.3708 0 0 3.0172
+GJB7 0 0 0 0 0.5589 0.4011 0 0 1.0571 0 1.2723 0.6068 0 0.7723 0 0.9251 0 0 0 0
+GJC1 117.195 169.105 53.3254 411.309 52.5325 180.505 773.311 469.173 200.846 480.339 222.01 267.597 437.217 105.802 70.9391 254.394 315.038 45.0038 103.829 453.879
+GJC2 12.488 38.2499 14.2201 28.66 11.736 20.8584 77.9113 33.998 24.8414 15.1498 27.3537 3.034 36.1991 5.0198 22.5715 20.3515 6.6934 19.8322 5.168 29.3103
+GJC3 1.4409 2.4158 0 3.873 3.912 0.4011 6.6308 1.3599 2.1142 0.4456 0 0 0 1.5446 2.1497 0 1.3387 9.1533 5.6378 0
+GJD2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GJD3 17.0173 49.7329 35.5325 15.0968 51.303 19.1576 154.289 27.0522 15.8562 248.885 109.714 36.9964 5.1923 31.3621 36.5552 104.699 69.0897 78.2914 62.6357 3.8578
+GJD4 0.4803 0.8053 4.1475 2.3238 0 0.8022 0 0 1.5856 0 0 0 0 0.3861 1.0748 0 0 1.5256 0.4698 0.431
+GK2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GK 101.345 157.026 321.73 174.284 55.3268 382.27 156.237 69.016 177.59 294.085 160.941 376.214 323.529 288.831 171.974 191.489 484.605 259.344 470.284 273.707
+GK3P 4.3228 27.7815 33.1803 6.1967 10.0594 48.1348 15.3336 6.1196 17.9704 28.9629 9.542 37.0146 29.4118 44.792 16.1225 14.8011 46.8541 9.9161 42.2833 36.6379
+GK5 508.646 442.088 433.121 325.329 388.964 191.737 150.021 113.893 211.945 406.372 314.249 592.84 138.009 227.821 223.566 431.082 253.458 466.819 383.369 464.655
+GKAP1 139.289 62.0051 61.028 205.267 88.8582 50.5415 8.7029 58.1366 147.992 141.25 115.14 237.257 62.2172 125.495 75.7759 89.7317 232.486 185.355 102.889 107.759
+GKN1 1.9212 0.4026 2.9625 0 0 0.8022 0 0 0 0 0 0 0.5656 0 0 0 0 0 0.9396 22.8448
+GKN2 0 0 0 0 0 0 0.8288 0 0 0 0 0 0 0 0 0 0 0 0 0
+GLA 881.844 515.367 860.317 1042.6 274.957 1259.13 869.457 1666.58 1306.03 931.269 1692.11 1023.66 2885.18 3973.36 2136.24 924.144 1598.39 1741.42 812.779 1366.81
+GLB1 1000.48 7407.59 2258.63 523.625 2770.81 2728.04 3688.77 1683.92 2519.03 1158.52 1477.74 4054 2121.04 2065.06 2246.94 3154.49 1485.05 1567.51 2303.03 1690.52
+GLB1L2 6.7243 95.0208 219.227 477.924 21.2366 192.138 5.8019 19.3789 11.0994 1215.55 151.399 298.544 24.8869 291.148 113.933 65.6799 275.324 226.545 168.663 46.9828
+GLB1L3 62.44 16.9105 0 68.9388 0 0 0.4144 17.339 0 68.6198 0 0 242.647 1.1584 0.5374 0 87.9072 31.2738 0 67.6724
+GLB1L 340.058 184.405 86.5057 99.1479 339.785 123.546 121.84 128.512 80.8668 148.825 58.5242 136.529 127.828 162.564 112.32 277.521 164.659 115.942 71.4118 101.293
+GLCCI1 385.207 283.854 175.974 351.665 144.744 66.1853 181.517 56.4367 263.214 172.441 152.036 103.155 75.7919 165.267 129.518 144.311 216.868 244.089 244.773 99.1379
+GLCE 1710.37 1161.19 586.58 477.924 839.962 540.714 939.494 806.433 751.057 769.522 1128.5 356.189 472.285 753.355 411.125 817.761 1223.56 2040.43 1482.73 1557.76
+GLDC 0.4803 0.8053 0.5925 6.9713 0.5589 0 4.9731 0 0.5285 16.041 0.6361 1.8204 0 0 5.9116 0.9251 0.8925 6.865 2.3491 2.1552
+GLDN 268.492 6.4421 103.688 18.5902 96.6822 85.0381 89.5151 5.7797 95.1374 53.47 12.0865 40.0485 318.439 123.95 310.09 13.876 13.3869 131.198 31.4776 36.6379
+GLE1 730.548 731.177 590.135 1016.27 894.171 1478.54 712.391 1112.08 1155.92 1225.8 564.885 1016.38 1753.39 1384.69 1246.81 864.015 2132.98 482.075 670.895 1189.66
+GLG1 5470.22 9134.88 9401.87000000001 4957.4 2253.87 3387.89 6317.86 7703.27 7574.52 5430.77 4253.18 4584.34 5892.53 7152.43 6105.07 7921.37 6093.26 5021.36 2788.35 5497.84
+GLI1 44.6686 31.0025 10.6651 631.294 5.5886 18.4517 424.782 30.9382 28.5412 2.6735 46.4377 3.034 30.543 24.3267 12.898 4.6253 74.9665 38.9016 5.6378 9.0517
+GLI2 48.0307 169.507 129.759 1282.73 4.4709 460.89 801.492 149.931 194.503 107.831 287.532 17.5971 470.023 132.445 428.859 169.288 177.599 149.504 89.2647 108.621
+GLI3 98.463 243.591 310.473 302.866 370.522 262.334 1041.03 109.474 122.093 327.058 95.4198 54.6117 215.498 237.861 134.892 201.665 395.805 161.709 125.441 308.621
+GLI4 166.105 81.593 212.448 523.857 258.231 139.258 163.021 437.704 183.155 622.685 268.397 389.66 221.154 183.064 204.665 225.883 312.209 296.583 51.548 103.612
+GLIPR1 4561.59 286.85 344.79 280.713 321.32 393.722 2520.66 325.429 454.582 677.5 537.207 1698.8 665.616 819.566 316.802 2212.07 416.774 815.202 695.372 3969.78
+GLIPR1L1 0 0.8053 0 0.7746 0 0 2.4865 0 0.5285 0.4456 0.6361 1.2136 0 1.1584 0 0.9251 1.3387 0.7628 0 2.1552
+GLIPR1L2 25.9366 39.0551 60.4355 7.7459 90.5348 8.0225 11.6038 24.4786 54.4397 0.8912 24.8092 23.665 36.7647 51.7424 44.0683 33.3025 94.1544 71.701 264.975 14.6552
+GLIPR2 1049.47 422.359 689.083 1305.96 129.096 291.215 2487.36 118.993 1667.02 409.045 236.005 836.772 634.05 1097.4 3611.45 1741.91 1947.34 801.678 690.627 115.517
+GLIS1 0.9606 2.8184 0 3.0984 10.6183 0.8022 105.263 0.34 0.5285 7.5749 1.2723 0 155.543 0 6.9864 1.8501 0.8925 0 0 1.2931
+GLIS2 289.145 2520.47 1551.18 1460.11 535.385 458.083 1705.35 1398.34 1360.99 237.05 1883.59 3666.87 449.095 2245.78 187.559 5044.4 1497.55 2025.17 1889.12 945.259
+GLIS3 35.5427 35.8341 58.0655 116.189 182.187 5.6157 288.023 6.4596 52.3256 318.146 48.3461 413.228 21.4932 32.0494 9.6735 234.968 37.4833 44.241 142.354 9.0517
+GLMN 122.959 27.7815 165.309 93.7258 171.569 173.285 121.84 100.294 182.347 301.214 202.926 52.1845 101.81 118.544 191.321 145.236 145.024 145.69 147.052 134.052
+GLO1 5156.58 3151.79 3922.97 3358.64 6497.27 9241.88 2159.14 5278.19 5086.68 3430.1 7089.06 2297.33 7643.67 3316.15 2459.22 3901.02 4670.24 2741.42 9416.96 12248.7
+GLOD4 2087.42 1811.43 1374.02 1164.99 1824.11 1185.32 1496.89 2079.66 1571.35 714.27 1171.12 2549.15 1188.91 1198.57 1547.76 1418.13 1846.5 931.35 2360.35 1268.97
+GLOD5 1.9212 4.4289 4.74 3.0984 1.6766 0.4011 0 0 2.1142 0 4.4529 1.2136 0 0.3861 0 0 3.5698 10.6789 6.5774 0
+GLP1R 0 0 0 1.5492 0 0 0 1.0199 0 0 0 0 0 0.3861 0 0 0.4462 0 0 0.431
+GLP2R 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GLRA1 0 0.4026 0 0 0 0 0 0 0 0 0 0 0 0.3861 0 0 0 0 0 0
+GLRA2 0 0.8053 0.5925 0.7746 0 0 1.2433 3.3998 0 0 0 0 0 0 1.0748 0 1.3387 0.7628 10.8057 0
+GLRA3 0 0 9.4801 0 0 0 0 0 3.6998 0 0 6.068 0 0 2.6871 0 0 0 2.3491 0
+GLRA4 0 0.4026 0 4.6476 0 0 0.4144 0 1.5856 0.4456 0 0 0 0 0 0.9251 0 0 0.9396 0.431
+GLRB 5.2834 24.5605 85.9132 48.0248 97.7999 0 227.518 61.8764 25.8985 117.634 8.2697 709.952 1.6968 583.454 24.7212 233.118 84.7836 82.3799 262.156 92.2414
+GLRX2 332.373 237.552 148.126 109.218 356.551 437.224 154.994 83.2952 301.269 654.116 202.926 152.306 564.48 152.911 524.52 140.611 294.958 444.699 290.345 277.155
+GLRX 1204.61 281.439 2773.51 810.225 1534.06 1222.62 1159.97 740.477 1623.15 1982.4 1820.61 1193.57 3087.67 3309.97 2287.79 1265.49 1216.42 717.01 1352.13 1145.69
+GLRX3 822.767 1505.84 1032.74 609.605 838.285 2472.92 782.428 951.945 938.161 1478 1389.95 1609.22 1251.13 1334.11 1160.82 1096.21 664.882 964.911999999999 1235.14 1861.21
+GLRX5 3162.34 1247.35 2682.86 2282.73 2205.81 1342.96 1052.22 1625.45 2104.12 1251.64 1900.13 1566.75 3053.17 1767.35 2518.34 2401.48 3790.27 2126.62 4657.27 1124.57
+GLS2 21.6138 16.9105 10.6651 22.4632 15.0891 31.2876 7.874 10.5394 6.3425 1.7823 12.0865 111.044 44.1176 40.9306 3.7619 27.7521 46.8541 31.2738 18.3228 92.2414
+GLS 3042.75 1605.29 814.694 731.991 4180.81 1275.97 1230.42 1126.69 1087.21 883.591 1503.82 1733.62 1136.88 1285.84 966.277 1146.16 615.35 3280.7 1886.77 1699.57
+GLT1D1 0 0.4026 3.555 149.496 0 0.4011 4.9731 5.0997 5.2854 12.4763 1.9084 3.034 0 0.3861 0.5374 24.9769 1.7849 3.8139 1.8793 0.431
+GLT25D1 1118.16 1672.53 2749.81 1958.17 1766.55 2335.74 10508.1 1398 3337.74 3766.51 1194.02 1398.66 2522.62 1353.03 3163.78 1544.87 2463.19 1319.6 545.455 2857.76
+GLT25D2 74.928 8202.39 84.7282 188.226 10.6183 18.4517 218.815 1258.27 16.9133 24.9527 34.3511 94.6602 54.8643 270.296 17.1974 102.683 323.962 77.8032 104.299 729.741
+GLT6D1 0 0 0 2.3238 0 0 0.4144 0 0.5285 0 0 0 0 0 0 0 0 0 0.9396 0
+GLT8D1 2045.65 2236.44 1598.7 1020.91 1139.55 971.568 2028.67 1906.75 2162.99 779.343 2045.9 1924.19 2304.32 2126.23 1358.05 2240.55 2590.21 1682.72 1331.45 1194.85
+GLT8D2 363.112 67.6419 41.4753 122.386 268.251 18.4517 2398.67 105.734 45.9831 212.098 200.382 33.3738 29.9774 42.089 23.6464 1039.78 68.2731 331.045 336.857 165.948
+GLTP 1481.27 1139.85 2774.7 1864.45 2728.34 1916.17 1930.38 1147.43 2343.02 990.531 2235.37 1124.39 770.928 1344.53 1580.55 1602.22 1546.18 1180.78 1972.28 536.638
+GLTPD1 1351.59 519.796 811.732 1290.47 1185.89 1155.23 1007.05 1164.77 878.964 1494.49 1200.38 1877.43 639.14 1210.16 622.867 2232.19 867.024 1211.29 1003.52 890.948
+GLTPD2 0 0 0 0 0 0 0 0 0.629 0 0 0 0 0 0 0 0.6069 0.6712 0 0
+GLTSCR1 150.336 225.07 526.144 1725.02 242.544 387.084 328.222 563.347 506.871 466.526 718.83 259.709 274.887 448.306 424.56 578.168 422.579 450.038 178.999 284.483
+GLTSCR2 2125.36 4587.57 12898.8 7628.2 4874.35 6481.35 4035.64 5004.17 6275.9 6621.81 6651.4 3720.27 8902.71 5425.62 15236.3 5792.78 8242.3 5942.79 1356.35 4200
+GLUD1 4334.77 4023.89 2672.79 2508.91 7225.46 5718.01 2235.81 5838.82 1763.74 2433.78 4484.73 5280.95 4565.61 3584.9 5908.91 5427.38 2283.36 4305.11 2509.28 5437.07
+GLUD2 149.376 588.646 370.908 101.472 463.851 560.369 128.471 452.174 168.076 74.858 270.356 535.194 152.149 548.702 529.356 234.968 238.733 239.512 321.823 497.414
+GLUL 2831.41 2826.06 2204.71 2081.33 5771.31 2905.33 13264.4 1896.75 1699.26 6070.62 1790.08 3078.88 2062.78 1307.85 1279.05 3485.66 3177.15 2839.82 4121.68 3370.26
+GLYAT 0 0.4026 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.431
+GLYATL1 0 0.4026 6.5176 3.0984 0 0.8022 15.3336 0 3.1712 0 1.9084 4.8544 0 0.3861 1.6123 12.0259 9.3708 0.7628 9.8661 0
+GLYATL2 0 0.8053 1.185 8.5205 0 1.2034 31.9105 0.68 7.9281 0 1.2723 0 2.8281 1.1584 1.6123 2.7752 13.3869 0.7628 0.4698 0
+GLYATL3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.431
+GLYCAM1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GLYCTK 264.169 107.905 186.639 92.1766 112.889 143.201 125.155 121.373 136.364 65.0551 131.679 336.772 96.7195 406.217 93.5107 172.063 278.447 116.705 297.392 121.121
+GLYR1 1541.79 1991.81 3500.52 2268.78 1594.98 1643.4 1476.17 2739.22 2902.22 1262.34 1988.55 2338.59 1291.29 2741.58 3197.1 2141.54 2161.98 2765.83 3197.09 1696.12
+GM2A 1202.21 2701.25 3550.29 2204.49 1987.29 3423.18 2188.56 2808.58 2653.28 2506.41 7148.85 2850.12 4104.64 2945.07 3843.07 4290.47 2167.78 2382.15 10722.1 1605.6
+GMCL1 47.0701 239.968 137.461 37.9551 141.95 165.263 87.0286 71.3958 71.3531 123.427 43.8931 103.155 74.095 91.5146 113.395 65.6799 68.2731 53.3944 103.359 159.483
+GMCL1L 0.9606 2.4158 4.1475 0 1.6766 0.8022 2.4865 2.0399 1.0571 0.4456 1.2723 0.6068 1.1312 0.3861 2.1497 1.8501 0.4462 0 1.4094 3.4483
+GMDS 188.28 101.06 170.049 99.9225 86.6228 419.976 215.914 118.653 170.719 211.206 185.114 83.7379 675.905 158.316 220.879 86.9565 112.45 120.519 163.965 250.431
+GMEB1 71.5658 146.155 88.8757 82.1069 82.7108 117.529 167.426 76.4956 94.6089 116.743 80.1527 66.1408 55.4299 89.9701 91.8984 64.7549 75.4128 53.3944 61.0759 68.9655
+GMEB2 717.579 820.158 481.114 615.027 425.849 315.283 828.844 917.607 358.88 715.161 669.847 715.413 681.561 685.394 472.39 612.396 734.047 632.342 482.03 489.224
+GMFB 1300.19 1619.38 1640.05 982.184 855.051 1344.97 847.493 863.55 1068.18 802.941 969.466 746.966 1079.19 800.85 1385.46 502.313 1431.5 539.283 1593.14 964.654999999999
+GMFG 193.564 121.594 98.3558 189.001 386.729 152.427 1276.83 196.849 131.078 462.515 222.646 235.437 380.091 135.534 162.3 288.622 125.837 495.042 255.579 22.4138
+GMIP 60.999 153.402 56.288 109.218 141.391 112.314 547.037 176.11 46.5116 306.561 71.883 140.17 136.878 112.366 56.9663 88.8067 74.0741 263.921 50.2701 412.931
+GML 0 0 0 0 0 0 0 0 0 0 0 0.6068 0 0 0 0 0 0 0 0
+GMNN 224.304 213.797 609.095 454.686 277.193 1776.57 368.421 507.93 919.662 834.132 989.186 243.325 1268.67 320.88 377.805 310.823 707.274 286.804 872.915 1662.93
+GMPPA 797.31 503.288 1062.95 749.806 640.45 1108.3 1779.11 465.433 865.75 1056.03 625.954 537.015 947.964 715.899 908.773 638.298 630.076 697.941 489.077 761.207
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+GPAM 1681.08 1037.98 2879.57 1348.57 1490.47 5690.73 334.853 2446.84 1053.38 319.483 1451.02 2321 349.548 1650.35 746.473 848.289 1687.64 1166.29 2073.76 916.379
+GPAT2 25.4563 5.2342 15.9976 20.1394 72.6514 127.958 117.77 21.4188 33.2981 12.0307 20.3562 8.4951 26.0181 50.1979 12.898 19.5097 12.9407 16.0183 44.1626 5.1724
+GPATCH1 263.209 177.157 432.529 515.105 269.928 419.575 241.608 521.19 464.059 273.588 390.585 370.146 250.566 372.237 386.941 381.129 315.93 378.337 180.409 187.5
+GPATCH2 102.305 355.12 147.534 95.275 120.154 361.813 179.445 194.129 204.017 203.631 110.051 89.8058 279.977 129.356 399.839 106.383 109.326 167.048 105.238 340.517
+GPATCH3 260.327 260.099 202.637 205.267 544.326 386.282 636.552 360.039 307.082 398.351 350.509 263.349 600.679 261.415 287.519 181.314 201.249 262.395 323.702 212.069
+GPATCH4 151.777 636.559 225.744 71.2626 354.874 476.935 648.985 295.443 414.905 922.803 192.112 419.903 466.629 332.851 621.255 151.711 258.367 369.947 328.4 483.621
+GPATCH8 871.758 1492.55 1080.14 925.639 833.814 468.111 941.567000000001 988.663 1093.55 818.091 858.779 1060.68 562.783 826.335 801.29 1148.01 737.171 681.922 1108.76 1387.5
+GPBAR1 9.1258 3.6237 1.7775 30.9837 50.2971 13.2371 61.3344 23.7986 17.9704 67.2831 13.9949 7.2816 14.7059 6.9505 5.9116 5.5504 7.1397 27.46 19.2624 6.0345
+GPBP1 1279.06 1581.53 2627.76 2878.39 2907.73 2077.42 1926.23 2682.44 2953.49 1867.88 3580.15 2427.79 2509.62 2715.32 2862.29 2211.84 2992.86 3077.04 3954.43 2275.43
+GPBP1L1 1718.06 2336.87 1016.74 1594.89 1425.64 1056.16 1707 1509.51 1708.77 3657.79 1251.27 1271.24 773.756 1032.92 820.637 1147.09 968.764 1093.82 1116.75 1162.5
+GPC1 2196.93 10602.5 8822.4 7862.12 12354.6 2903.73 20208.5 2198.31 5247.89 6297.43 3184.48 3894.42 3088.8 3393.38 19030.5 3629.05 5722 2010.68 2634.72 3662.07
+GPC2 1.9212 50.3288 54.5104 114.64 0.5589 26.8753 64.2354 24.1386 55.4968 8.9117 12.7226 12.1359 29.4118 22.396 23.6464 19.4265 116.466 15.2555 17.8529 42.6724
+GPC3 8.6455 107.905 122.648 13.1681 7.2651 98.2752 328.637 6.4596 135.307 29.4085 96.056 12.1359 167.986 134.376 62.8779 21.2766 52.2088 148.741 65.3042 30.1724
+GPC4 208.934 65.2261 902.977 562.355 481.176 845.969 1118.94 546.008 206.131 212.989 643.766 483.616 348.982 403.514 116.62 304.348 407.407 823.036 235.377 6.0345
+GPC5 2.4015 4.4289 5.3325 48.0248 0 0 1.2433 61.1964 6.871 0 42.6209 6.068 1.6968 23.9405 15.0477 0 1.7849 51.106 83.1572 0.8621
+GPC6 371.758 31.0025 491.187 54.2215 8.9417 7.6213 3062.99 93.8345 399.577 20.0512 95.4198 75.8495 3.9593 8.1089 451.431 64.7549 65.5957 77.0404 94.9025 68.5345
+GPCPD1 2245.44 1545.7 400.533 1599.54 439.261 399.118 533.361 2692.64 362.051 603.32 1565.52 1328.28 385.747 1225.21 463.254 2214.62 500.669 1615.56 425.652 208.19
+GPD1 16.8108 20.1315 61.028 23.2378 7.2651 5.2146 4.5586 2.0399 64.482 4.0102 38.1679 90.4126 13.009 100.396 15.0477 28.6772 228.916 133.486 450.552 7.7586
+GPD1L 2849.18 6330.56 2003.85 817.196 3495.65 2137.18 352.259 1691.74 1909.09 168.876 3153.31 3446 1840.5 2338.06 4627.7 1860.31 1611.33 864.989 3588.44 3321.55
+GPD2 192.123 341.431 350.763 114.64 170.451 197.353 416.494 205.348 190.275 2230.59 148.219 250 119.909 187.663 169.287 331.175 182.954 310.45 245.713 351.293
+GPER 358.309 186.418 119.686 72.0372 719.807 81.8291 305.843 712.259 27.4841 29.4085 131.043 770.631 21.4932 254.465 25.796 1664.2 289.157 301.297 29.1285 68.1034
+GPHA2 0.4803 0 0 0.7746 1.1177 0.8022 0 0 0 0 0 0 0.5656 0.3861 0 0 0 0 0 0
+GPHB5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GPHN 364.073 308.415 684.936 360.186 201.188 141.195 46.8297 180.53 339.852 458.951 243.639 256.068 447.398 199.247 490.125 250.694 435.52 184.592 583.04 254.31
+GPI 5262.73 6166.69 46247.4 5325.33 12951.5 15190.9 5092.42 10994.6 37298.1 14072.4 23827.6 16551 10268.7 15906.9 17872.4 16643.8 29155.3 17686.5 10401.7 8505.6
+GPIHBP1 207.973 275.399 75.8406 48.0248 1385.96 99.8797 152.922 438.914 29.5983 6.2382 335.878 117.718 306.561 261.801 198.845 235.893 44.6229 125.858 380.08 10.3448
+GPKOW 373.679 412.696 921.345000000001 371.03 649.391 597.272 858.268 424.975 1008.46 652.779 835.878 643.204 455.882 607.008 647.051 610.546 760.375 629.291 716.467 366.379
+GPLD1 2.8818 2.0132 4.74 0.7746 2.2354 5.2146 0 4.4197 1.0571 1.7823 0 1.8204 3.3937 5.0198 0 0.9251 1.3387 1.5256 2.8189 5.1724
+GPM6A 9.1258 66.434 1.185 5.4222 25.1486 2.0056 3.7298 21.7587 22.7273 0 52.799 12.1359 3.9593 14.2871 4.2993 62.9047 14.2793 23.6461 28.1889 0
+GPM6B 9.1258 17.7157 8.8876 13.9427 2.2354 5.2146 98.218 56.7767 7.9281 10.694 11.4504 34.5874 2.8281 10.4257 0.5374 55.5042 21.8652 16.7811 13.1548 6.8966
+GPN1 457.56 609.985 458.599 293.571 1125.54 612.856 1063.41 527.309 593.441 1012.36 409.669 641.99 1108.52 452.94 812.038 664.2 324.855 369.825 548.273 960.556
+GPN2 241.595 305.194 272.552 173.509 542.091 304.452 297.14 323.661 459.302 414.392 339.058 260.922 562.217 250.603 354.158 191.489 265.953 207.475 278.6 333.621
+GPN3 443.804 694.94 550.437 331.526 599.094 622.543 655.201 669.761 763.742 725.409 625.318 970.874 412.33 604.692 969.501 630.897 806.337 501.907 1048.16 590.086
+GPNMB 120.077 1233.66 247.667 227.73 240.308 260.73 20945.7 63.2363 1027.48 842.152 364.504 5626.82 716.629 192.297 2500.6 720.629 543.507 480.549 675.593 196.552
+GPR101 0 1.2079 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GPR107 2083.57 3177.56 1821.36 1804.8 2309.75 1852.79 3190.63 3179.84 3713 2426.65 1136.13 3390.17 2779.41 3713.1 4674.46 2164.66 3472.11 985.506999999999 2067.18 2200
+GPR108 1530.74 1365.32 3906.38 4769.95 3874.55 3301.64 1089.93 3591.89 3057.08 1011.03 4136.13 2092.84 1705.88 3711.94 4087.06 2382.05 2645.25 3178.49 2685.46 1434.91
+GPR109A 1.9212 0.8053 4.74 17.8156 3.3531 0.8022 12.4327 1.0199 2.6427 289.183 3.8168 3.6408 0.5656 2.3168 1.0748 2.7752 8.9246 6.865 1.8793 1.2931
+GPR109B 0.4803 0.8053 1.185 8.5205 5.0297 0.4011 4.1442 0 2.6427 122.09 0.6361 0.6068 0 0.7723 1.6123 0 3.1236 0 1.4094 0.8621
+GPR110 4.3228 1.2079 0.5925 0 2.7943 2.0056 0 0 3.1712 2.2279 1.9084 0 0 0 0 0 0 0 1.8793 3.4483
+GPR111 0 0 0 0 0 0 0.4144 0 0 0.8912 0 2.4272 0 0 0 0.9251 0 0 0 0
+GPR112 0 0 1.185 1.5492 0 0 0.8288 0 10.5708 0 1.2723 0 0 0 0 0 0 0 0 0
+GPR113 4.3228 2.8345 2.9625 9.2951 5.0297 3.209 7.874 2.7198 10.5708 7.1293 8.9059 9.7087 5.0905 5.7998 9.1468 0.9251 5.3548 6.1022 15.0341 6.9009
+GPR114 13.9289 3.6237 0 2.3238 3.3531 0 9.1173 2.7198 0 37.429 15.9033 21.2379 2.8281 2.703 1.0748 12.951 4.9085 54.1571 2.8189 0.431
+GPR115 0 0.4026 157.014 2.3238 279.428 8.0225 40.1989 0 12.685 32.5276 1.9084 262.743 13.009 0.3861 14.5103 136.91 0 0 7.517 0.8621
+GPR116 395.293 1987.38 495.334 333.075 755.574 732.852 665.147 1256.91 606.765 255.319 777.354 783.374 292.986 714.355 336.423 1698.43 457.831 579.71 969.697 188.362
+GPR119 0 0 0 0 0 0 0 0.68 0 0 0 0 0 0 0 0 0 0 0 0
+GPR120 0.9606 0.4026 0 3.0984 2.2354 0.4011 5.8019 0 0.5285 1.3367 3.1807 6.6748 1.1312 2.703 1.0748 2.7752 0 0.7628 0 0
+GPR12 5.7637 7.65 86.5057 76.6847 0 0 0.4144 87.3749 3.6998 0 16.5394 3.034 0.5656 128.198 3.2245 1.8501 441.767 236.461 2.3491 0
+GPR123 1.9212 17.7157 0 53.4469 0 0 0 2.3799 0 0 0 17.5971 0 3.4752 1.0748 1.8501 4.4623 0 0.9396 0
+GPR124 427.474 2605.02 190.787 706.429 1251.84 471.721 5143.8 913.527 1143.76 209.424 564.885 833.738 226.244 172.217 119.844 773.358000000001 480.589 752.098000000001 320.883 130.172
+GPR125 657.061 990.873000000001 970.523 973.664 270.487 778.58 475.756 1795.78 785.412 530.689 511.45 459.345 595.588 972.681 522.37 1232.19 1412.76 356.217 1126.15 1354.74
+GPR126 60.5187 24.9631 3.555 13.9427 111.213 3.209 81.2267 6.1196 5.814 1216.44 18.4478 79.4903 8.4842 21.2376 23.6464 80.481 3.1236 103.738 23.9605 2.1552
+GPR1 108.069 499.664 9.4801 281.952 421.937 2.8079 964.360000000001 5.0997 300.211 6.6837 301.527 552.184 2.2624 2240.76 10.7484 1890.84 20.0803 163.234 15.0341 78.0172
+GPR128 0 0 1.7775 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+GPR132 13.9289 9.6631 3.555 15.4919 30.7371 2.0056 174.057 4.0798 4.7569 83.3241 12.0865 63.1068 24.8869 8.8812 4.2993 32.3774 5.3548 84.6682 8.4567 2.1552
+GPR133 18.732 12.4815 7.7026 34.0821 4.4709 6.418 11.6038 89.4148 63.9535 0.4456 61.0687 3.6408 171.946 43.2474 80.6127 13.876 34.3597 672.769 31.0078 7437.07
+GPR135 113.833 36.6394 36.7353 46.4756 11.736 33.2932 4.9731 54.7368 47.5687 52.1332 40.7125 15.7767 52.0362 22.396 25.2586 38.8529 37.037 30.5111 25.37 26.7241
+GPR137 1473.62 531.533 810.327 935.391000000001 1001.96 2843.96 1032.77 888.436 1311.04 640.566 611.558 449.339 3541.15 557.841 675.131 765.217 710.477 798.947 752.168 1036.09
+GPR137B 226.225 887.8 226.929 169.636 360.463 750.501 849.15 505.551 162.791 325.721 223.282 114.684 505.091 353.316 289.668 246.069 307.006 180.778 213.766 285.776
+GPR137C 24.0154 25.7683 10.0726 75.1356 15.648 37.7056 103.606 19.3789 70.8245 36.5378 15.9033 12.7427 152.149 11.198 39.2315 29.6022 78.9826 7.6278 142.354 115.086
+GPR139 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GPR141 0.4803 0.4026 0 0 0 0.4011 5.3875 0 0 4.4558 0 5.4612 0 0 0.5374 1.8501 0 3.0511 2.3491 0
+GPR142 0 0 0 3.0984 0 0 1.6577 0 0 0 0 0 0 0 0 1.8501 0 0 0 0
+GPR143 32.6609 305.194 323.508 13.9427 41.3554 32.491 4.5586 24.4786 74.5243 12.4763 102.417 132.888 11.8778 78.7721 8.5987 131.36 233.824 182.304 56.3777 96.5517
+GPR144 2.4015 0.4026 2.37 3.0984 0 0.4011 0.4144 0 0.5285 0 0 73.4223 0 1.9307 0 0 8.9246 0 4.2283 0
+GPR146 127.281 66.8366 274.922 154.144 322.46 81.428 160.796 132.592 183.932 111.841 102.417 121.359 106.9 117 159.076 205.365 85.676 121.281 127.79 30.1724
+GPR148 0 0 0 0 0 0 0 0.34 0.5285 0 0 0 0 0 0 0 0 0 0 0
+GPR149 0.9606 26.5736 0.5925 0 0 0 0 0 0.5285 0 0 0 0 0 0 0 4.4623 0 0 0
+GPR150 0.9606 2.4158 2.37 0 42.4731 0.4011 2.0721 0 2.1142 2.2279 2.5445 9.1019 1.1312 2.3168 0.5374 9.2507 2.6774 0 3.7585 0.8621
+GPR151 0 0 0 0 0 0 0 0 0 0 0.6361 0 0 0 0 0 0 0.7628 0 0
+GPR152 0 0 0 0.7746 0 0.4011 1.6577 0 0.5285 0 0 1.2136 0 0 0 0 0 0 0 0
+GPR15 0 0.4026 0 0 0 0 0 4.4197 0 0.8912 0 0.6068 0 0 0 0.9251 0 0 1.8793 0
+GPR153 26.8972 204.134 187.232 604.183 101.712 52.5471 4620.8 60.5165 359.408 2874.9 34.3511 10.9223 611.991 76.8414 17.1974 39.778 305.667 146.453 228.8 53.0172
+GPR155 120.077 96.2287 430.751 117.738 235.838 233.053 293.411 103.014 137.421 119.862 149.491 265.17 256.787 179.94 237.539 182.239 157.519 283.753 222.222 265.948
+GPR156 0.9606 9.6631 12.4426 12.3935 4.4709 2.0056 0.4144 6.4596 3.6998 3.1191 2.5445 1.8204 6.7873 5.7921 5.9116 11.1008 8.0321 0 6.5774 9.4828
+GPR157 37.9443 90.5918 15.4051 3.873 40.7965 16.8472 12.0182 10.8794 32.241 25.3982 14.631 13.9563 0 41.3167 24.7212 9.2507 13.8331 12.2044 15.9737 29.7414
+GPR158 12.488 33.4183 2.9625 94.5004 1.6766 0.4011 132.615 2.1351 155.92 1.3367 4.4529 19.4175 0 21.2376 6.9864 52.729 2.2311 29.7483 7.517 137.5
+GPR160 108.549 64.0182 40.8828 75.9101 100.594 266.346 72.1094 94.5145 54.4397 61.0449 90.9669 40.6553 244.91 52.9009 52.6669 39.778 45.9616 44.241 59.6664 177.586
+GPR161 41.7867 26.171 21.3302 77.4593 7.824 33.6943 390.8 36.7179 20.6131 111.841 41.9847 24.8786 49.7738 9.2673 9.1361 197.04 31.6823 25.1716 7.9868 65.5172
+GPR162 20.658 29.392 16.5961 255.616 25.7074 8.8247 1380.05 75.4756 25.8985 23.1703 31.1705 151.699 33.371 22.7821 8.0613 48.1036 1645.25 40.4272 14.5642 20.2586
+GPR171 4.8031 4.8316 0.5925 3.0984 8.3829 0.4011 29.424 0 1.0571 45.0039 3.1807 9.7087 1.1312 0.3861 0.5374 9.2507 2.6774 61.0221 2.3491 0
+GPR17 12.0077 2.4158 2.37 1.5492 3.3531 2.0056 2.4865 2.3799 1.5856 0 2.5445 4.2476 0.5656 7.7228 3.7619 26.827 0.8925 4.5767 2.8189 0.8621
+GPR172A 1423.88 3755.74 1189.79 2122.22 1143.19 1167.25 2155.64 1396.52 1515.77 4811.14 1490.34 1288.73 1500.98 1959.49 1708.04 838.807 2004.88 1825.29 830.637 2762.53
+GPR172B 19.6926 2.0132 6.5176 0.7746 1.6766 0.4011 1.2433 0.34 0.5285 5.7926 5.7252 1.8204 0.5656 1.1584 18.2722 2.7752 0.8925 3.0511 0.4698 0
+GPR173 0 23.7552 0 6.9713 8.3829 1.2034 51.3883 93.8345 2.1142 3.1191 2.5445 1.2136 0 72.2077 1.6123 3.7003 157.073 6.865 2.3491 0
+GPR174 0 1.2079 0 0 0 0.4011 12.8471 0 0 4.4558 0 4.8544 0 0 0 1.8501 1.3387 22.1205 0.4698 0
+GPR176 8.1652 43.8867 5.3325 8.5205 40.7965 45.3269 79.569 44.5374 20.0846 36.5378 15.2672 41.8689 6.2217 14.2871 20.4219 63.8298 8.9246 5.3394 13.1548 21.1207
+GPR179 0.4803 6.8447 0.5925 10.0697 1.6766 0.4011 0 3.0598 3.6998 0.8912 1.9084 2.4272 188.348 1.9307 10.2109 1.8501 18.7416 0 1.4094 1.2931
+GPR180 191.643 304.389 210.932 97.5988 174.922 79.8235 222.13 167.61 380.021 262.449 102.417 154.733 166.29 137.851 141.341 82.3312 149.041 189.169 546.394 315.086
+GPR182 0 1.2079 1.7775 1.5492 15.648 0.8022 0.8288 1.0199 1.0571 0.4456 33.715 4.8544 1.6968 0 1.0748 9.2507 0.4462 1.5256 25.8398 0.431
+GPR18 0.4803 0.4026 0 1.5492 0 0 12.0182 2.0399 0.5285 21.388 3.1807 3.034 0 1.9307 0.5374 5.5504 0.8925 40.4272 1.4094 0
+GPR183 222.382 116.36 8.2951 24.0124 75.4457 15.2427 699.13 30.5982 53.3827 143.923 36.2595 321.602 39.5928 7.3366 79.5378 92.5069 19.1879 186.118 46.0418 10.7759
+GPR19 3.3622 12.8842 11.8501 32.5329 5.5886 30.8865 12.4327 6.4596 16.3848 12.4763 7.6336 5.4612 27.7149 26.2574 17.1974 10.1758 53.1013 45.7666 6.1076 25.431
+GPR20 0 0.4026 1.7775 0 0 3.209 0.4144 2.3799 2.6427 4.0102 1.9084 1.8204 0 2.3168 0 4.6253 0.8925 0.7628 1.4094 0.8621
+GPR21 1.4409 3.6358 0 0 0 1.2034 1.2433 7.8229 1.0571 0.8912 1.9084 3.034 0 0.7723 0.5374 1.8501 0.4462 0.7628 0.9396 0.431
+GPR22 1.9212 0.8053 0 0 0 2.0056 0.4144 0 0 0 0 0 0 0 2.1497 0 0.8925 4.5767 0.4698 3.4483
+GPR25 0 0 0 0.7746 0 0 0 0 0 0 0 0 0 0 0 1.8501 0 0.7628 0 0
+GPR26 0 0 0 1.5492 0 0.4011 0 0 0.5285 0 0 0 0 0 0 0 0 0 0 0.431
+GPR27 5.7637 18.9236 17.1826 0.7746 0 6.0168 0.8288 14.9591 3.1712 2.2279 13.9949 9.1019 4.5249 2.3168 10.7484 20.3515 12.4944 4.5767 12.2152 11.2069
+GPR31 0 0 0 0 0 0 0 0.34 0 0 0 0 0 0 0 0 0 0 0 0
+GPR32 0.4803 0 0 0.7746 0 0.4011 0 0.68 44.3975 0.4456 31.1705 0 0 0 0 0 0 26.6972 0.4698 0
+GPR3 23.5351 55.9656 66.953 197.521 11.736 139.591 116.453 99.6142 202.96 110.059 33.0789 69.1748 6375.57 38.9999 105.334 3.7003 137.885 29.7483 130.608 119.828
+GPR34 97.0221 32.2104 27.8477 68.1642 226.896 25.6719 615.417 18.019 60.2537 241.506 78.2443 278.519 105.204 42.8613 89.2113 159.112 23.2039 120.519 132.488 17.6724
+GPR35 16.0951 18.2754 17.1826 108.923 39.12 38.4196 76.8214 6.7996 29.4027 46.7862 21.6285 16.3835 37.8959 6.9003 15.8968 16.6512 5.7921 29.7483 15.0341 22.7069
+GPR37 0.4803 42.6788 1.7775 0 1.1177 0 1.6577 2.0399 5.814 0.8912 1.2723 7.2816 4.5249 0 11.8232 0 48.639 0.7628 11.7454 10.7759
+GPR37L1 0.9606 88.9813 17.7751 0.7746 0 0 0.8288 1.0199 8.9852 2.2279 0 28.5194 0 54.0593 43.5308 12.951 4.9085 18.3066 1.8793 0.8621
+GPR39 1.1047 0 7.7618 3.354 0 0 148.019 0 14.3552 13.9156 0 0.9587 3.4502 0 0 3.0435 8.8309 1.2128 0.7846 0
+GPR4 191.643 310.831 283.217 498.838 167.657 421.179 452.963 4770.26 461.945 147.042 5396.95 199.636 396.493 601.602 305.791 296.947 1216.87 2059.5 322.762 311.638
+GPR44 1.926 2.8224 4.1475 3.1139 6.7119 0.4011 21.9768 3.4066 11.6649 0 0.6361 1.8204 1.1312 3.4791 0.5374 3.7188 0.8925 5.3547 3.7632 3.0216
+GPR45 0 0.8053 0.5925 3.0984 0.5589 0 0 0.34 0.5285 0 1.9084 0.6068 0 0 0 0 0.4462 0 2.8189 0.8621
+GPR50 0 0.4026 0.5925 865.221 0 0.8022 0.8288 0.34 481.501 0 0 0 6.2217 0.3861 0.5374 0 0 3.0511 0.4698 0
+GPR52 0 1.534 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GPR55 5.7637 0.4026 0.5925 3.873 3.912 0 7.0452 2.0399 3.1712 6.6837 3.1807 11.5291 0 0.3861 0 6.4755 2.2311 16.7811 1.4094 0
+GPR56 343.42 1113.68 12013.6 861.348 707.513 829.924 555.325 566.067 7921.78 374.735 327.608 1475.73 738.688 15452.1 44640.1 577.243 233.824 504.958 3972.28 1287.5
+GPR61 1.9212 146.558 101.911 18.5902 0 3.6101 2.0721 57.7966 147.463 2.6735 14.631 6.068 3.3937 49.0395 44.6057 0.9251 24.5426 18.3066 102.889 18.9655
+GPR62 0.9606 4.4289 1.7775 15.4919 1.1177 0.4011 2.0721 0.68 1.5856 1.7823 1.9084 0.6068 1.1312 3.4752 3.7619 0 7.5859 0 0.9396 2.5862
+GPR6 0 0 0 0 0 0 0 0 0.5285 0 0.6361 0 0 0 0 0 0.8925 0 6.1076 0
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+GRPEL1 1889.05 1248.56 2416.83 2491.87 2445.56 2754.91 587.65 2880.99 2087.21 788.682 3182.57 2407.77 4459.28 5706.34 2214.16 2894.54 5910.31 3962.62 4148.46 2079.74
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+GRRP1 27.3775 38.2499 21.3302 23.2378 39.12 25.6719 32.3249 28.2184 19.556 13.3675 33.715 24.2718 26.0181 29.7326 25.2586 123.959 18.2954 49.5805 28.6587 7.3276
+GRSF1 2698.85 2284.93 2702.41 1847.41 2776.4 2569.59 1166.18 4088.6 3468.82 1115.29 2036.9 4034.59 2105.77 4484.22 3702.81 2897.32 5440.43 2406.56 4570.82 2945.69
+GRTP1 57.1566 260.904 87.0982 804.028 280.546 133.975 29.0095 389.957 234.672 102.93 143.13 225.728 100.113 264.504 140.266 66.605 152.61 86.9565 111.816 315.948
+GRWD1 368.396 599.517 923.715 700.232 932.732 1139.59 1064.65 1318.44 1142.71 1133.56 1062.98 1095.27 1225.11 1103.2 1368.27 965.772 954.485 1122.04 529.011 905.603
+GRXCR1 0 0 0 0 0 0 1.2433 0 0 0 0 0 0 0 0 0 0 0 0 0
+GRXCR2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GSC 5.2834 1.2079 1.185 144.849 1.1177 22.0618 3.7298 20.0588 6.3425 3.5647 7.6336 0 83.1448 0.7723 2.6871 12.0259 22.3115 2.2883 1.8793 7.7586
+GSC2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GSDMA 14.4092 7.2473 5.925 4.6476 8.3829 0 49.7306 0.68 9.5137 16.9322 2.5445 11.5291 9.0498 1.1584 15.0477 14.8011 2.2311 8.3905 7.0472 1.7241
+GSDMB 13.4486 16.9105 10.0726 281.177 13.4126 14.4404 164.525 45.2174 44.926 38.3202 43.8931 64.3204 10.181 28.9603 7.5238 42.5532 38.822 56.4455 0 23.7069
+GSDMC 0 0 0.5925 0 0 0 4.1442 0.34 1.0571 478.111 1.2723 38.2282 0.5656 1.5446 0 0 0 0.7628 48.8607 0
+GSDMD 1218.54 499.262 125.611 1667.7 1335.67 989.571 1162.87 2146.98 120.507 5505.63 380.407 541.262 2567.31 201.178 140.266 706.753 1410.08 1424.1 165.375 2634.05
+GSG1 0 0 0.5925 0 0 0 1.2433 0 0 8.9117 1.2723 0 0 0 0 0.9251 0.8925 0.7628 0.4698 1.2931
+GSG1L 2.4015 5.6368 2.37 203.718 1.1177 0.4011 2.0721 1.6999 12.685 0 267.812 2.4272 2.8281 0.7723 0 0.9251 53.1013 410.374 0.4698 0
+GSG2 3.8425 30.5999 14.8126 21.6886 8.3829 85.4392 55.947 16.999 61.3108 40.9937 8.2697 8.4951 27.7149 5.7921 32.7825 7.4006 38.822 9.1533 18.7926 57.7586
+GSK3A 1330.45 1910.08 3095.84 3178.16 1719.04 2749.7 1293.83 3090.76 3061.31 1764.51 2598.6 2151.7 2147.62 2878.66 3117.56 2458.83 2343.15 2454.61 1485.55 1866.38
+GSK3B 1229.59 2869.55 1071.25 597.212 544.885 951.464 852.88 1532.29 929.176000000001 847.499 804.707 1371.36 851.81 983.493000000001 891.576 1603.15 711.29 570.557 853.653 1918.1
+GSN 8127.28 7649.57 3946.08 2827.27 9829.73 11934.6 27237.5 7093.69 6052.33 3797.71 5639.95 10382.3 8933.82 9522.54 6712.88 19582.8 7398.93 6635.39 6578.81 4177.16
+GSPT1 2523.05 2692.39 4715.15 2993.8 2167.81 2299.64 1919.6 2952.73 4324 1884.82 3291.98 3926.58 2415.16 4213.53 6608.63 3136.91 4465.42 2552.25 3756.17 3291.38
+GSPT2 351.105 144.142 585.395 689.388 285.576 194.144 396.602 422.595 725.159 135.903 465.013 294.296 151.018 524.761 354.158 501.388 761.713 653.699 738.548 59.9138
+GSR 149.856 598.711 443.194 140.976 986.941 463.698 498.964 414.096 410.148 131.447 492.366 1168.69 223.416 300.415 300.954 302.498 236.948 251.716 759.22 656.034
+GSS 1388.09 1871.43 1070.06 1083.66 1141.19 613.317 1217.57 1597.91 766.913 2064.39 2289.44 2781.55 2027.15 1805.19 1512.83 2375.58 2085.68 2009.92 1295.75 1761.21
+GSTA1 2568.68 10.4684 15191.8 744.384 136776 32.8921 1.2433 0.34 41447.7 60.1537 115378 7019.42 3611.43 40.9306 1161.36 26617 2168.23 9266.97 76886.5 71.5517
+GSTA2 12.9683 0.4026 835.432 219.21 3964.53 4.4124 0 0 999.999999999999 3.5647 8353.05 74.6359 59.3891 10.4257 65.565 890.842 363.677 289.092 1968.52 12.931
+GSTA3 972.622 211.381 1349.13 860.573 1610.07 832.732 0.4144 1140.63 2418.08 2.2279 3536.9 987.257 1189.48 1681.63 1208.65 301.573 196.341 246.377 7921.07 2911.21
+GSTA4 3308.36 1042.81 2723.15 1226.18 6479.38 4444.44 374.223 2142.56 1887.42 32.5276 2915.39 1172.33 8570.13999999999 2912.25 2200.19 1661.42 1446.23 665.141 6082.22 5317.24
+GSTA5 0 0 0 0.7746 6.1474 0 0 0 0 0 0 0 0 0 0 0.9251 0 0 3.2887 0
+GSTCD 27.3775 163.065 92.4308 88.3036 49.1794 82.2302 42.271 124.093 252.643 103.375 106.234 163.228 56.5611 147.118 130.593 172.063 89.2459 135.011 126.85 104.741
+GSTK1 4875.6 5027.24 5139.98 4014.72 3161.45 1880.87 2392.46 5659.31 2546.51 2734.54 4008.91 6524.88 2304.3 7591.85 4317.08 3584.64 6621.6 6122.81 6833.92 1512.5
+GSTM1 554.755 1896.79 4423.64 4.6476 3226.84 4.0112 695.814 1580.23 2.6427 3.1191 2.5445 72.2087 15.2715 2.3168 0 1.8501 33.021 10.6789 1.4094 0.8621
+GSTM2 1973.58 1888.81 3073.91 1289.7 2513.74 436.422 1472.44 1754.3 14.7992 721.845 1156.49 1254.25 275.452 664.929 5.9116 803.885 427.934 819.222 597.134 117.672
+GSTM2P1 0.4803 1.6105 2.37 0.7746 1.1177 0.4011 0.8288 1.0199 0 0 0 0 0.5656 0 0.5374 0 0 0 0 0.431
+GSTM3 573.967 622.869 1193.9 1631.29 945.027 573.205 612.515 1606.41 373.679 3223.79 604.326 793.689 584.842 662.612 227.865 488.437 964.302 155.606 1628.85 862.931
+GSTM4 1216.62 1637.02 829.507 1414.41 1089.77 1075.81 225.446 486.172 313.425 712.042 398.219 782.16 454.185 128.584 70.9391 538.39 338.242 1231.88 464.647 718.534
+GSTM5 10.0865 46.3025 1.7775 0 33.5314 2.0056 9.5317 26.1785 3.6998 1.3367 32.4427 3.6408 10.7466 11.9703 5.9116 16.6512 18.2954 15.2555 0.9396 0
+GSTO1 3378.48 1376.59 1013.78 1583.27 7246.14 4051.34 2834.23 2571.95 1467.23 4383.65 5386.77 2986.65 4946.27 1821.8 1317.75 3321 1872.38 4756.67 2090.67 3062.07
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+GSTP1 262.728 1654.01 725.226 7790.86 8158.75 249.097 4624.53 278.444 306.554 8250.41999999999 1025.45 5168.69 587.67 3857.13 1784.23 3884.37 272.646 2303.59 4479.21 1985.34
+GSTT1 1895.29 1489.73 1859.87 1050.35 1358.02 0.8022 240.779 2319.01 0.5285 1142.92 1082.06 3243.33 1165.72 54.8315 1045.81 1068.46 0 3.8139 1595.96 1853.45
+GSTT2 2623.92 539.525 494.149 440.744 2605.39 3736.06 93.2449 435.855 5502.11 68.1742 47.7099 94.6602 2755.66 22882.1 37.6192 52.729 7136.1 3408.85 183.228 1102.59
+GSTTP1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.8621
+GSTTP2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GSTZ1 633.045 174.339 1050.51 490.318 598.535 508.223 205.139 376.358 771.142 712.042 584.606 493.325 1355.77 362.969 939.406000000001 1030.53 1009.82 412.662 2389.48 293.966
+GSX1 0 0 0 0 0 0 0 0 0.5285 0 0 0 0 0 0.5374 0 0 0 0 0
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+GTDC1 602.786 280.633 684.936 505.035 1422.85 464.501 335.682 371.598 594.609 271.806 534.351 324.636 727.376 449.078 937.256000000001 378.353 347.613 408.085 1446.56 495.259
+GTF2A1 16.8108 332.975 155.829 46.4756 15.0891 69.7954 16.9913 73.4357 93.0233 25.8438 52.1628 25.4854 15.8371 48.6533 78.0599 23.1267 42.3918 10.6789 155.509 82.5172
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+GTF2B 891.931 379.68 420.086 412.858 911.495 447.653 599.668 753.396 676.004 1134.9 770.356 560.073 460.407 624.771 532.581 542.091 671.575 688.024 812.779 458.19
+GTF2E1 651.297 424.775 359.65 283.501 186.099 364.621 271.446 302.242 286.469 380.974 324.428 308.859 278.846 274.158 233.777 341.351 286.033 252.479 524.783 429.741
+GTF2E2 2060.52 891.021 695.601 1073.59 867.346 1047.33 748.032 1793.74 836.152 648.323 1963.74 898.058 1360.86 724.394 613.194 729.88 1049.09 2350.11 847.075 1739.66
+GTF2F1 1705.57 1164 3153.31 2522.85 1867.14 2825.91 1923.33 3616.03 3490.49 1586.28 3397.58 2004.25 2748.3 2489.04 5239.29 2869.57 3273.98 2437.83 1157.62 1985.78
+GTF2F2 1164.27 370.42 391.053 252.517 461.616 301.243 428.927 450.814 406.977 531.135 396.947 559.466 501.697 480.355 620.18 362.627 576.528 353.166 907.681999999999 744.828
+GTF2H1 1027.86 887.8 569.397 503.486 907.583 676.695 1205.97 798.274 697.146 723.182 615.776 617.112 702.489 785.404 419.723 534.69 488.621 527.079 1332.39 865.948
+GTF2H2 60.5187 38.6525 130.944 120.062 295.635 233.855 10.775 153.331 588.266 201.404 201.018 292.476 173.643 320.88 94.5855 71.2303 133.869 222.731 122.622 344.397
+GTF2H2B 64.8415 17.3131 7.1101 1.5492 11.736 11.2314 31.4961 29.5783 72.4101 217.445 12.0865 230.583 23.7557 34.7524 141.341 41.6281 81.66 75.5149 10.3359 48.2759
+GTF2H2C 173.391 203.731 453.859 402.014 269.928 379.462 237.464 265.865 376.85 206.751 640.585 269.418 195.136 289.989 446.057 182.239 350.29 219.68 618.276 199.569
+GTF2H3 43.708 365.991 170.641 61.9675 105.624 105.495 130.129 189.029 191.861 123.427 108.779 143.204 71.8326 163.722 352.546 89.7317 219.545 85.431 296.923 122.845
+GTF2H4 484.63 412.463 458.534 607.018 371.735 616.053 448.943 391.892 672.394 724.964 534.109 296.723 429.299 246.225 361.118 358.27 296.448 432.494 400.752 442.582
+GTF2H5 2285.3 676.822 846.097 680.867 1720.16 797.433 793.203 795.894 1482.56 447.365 2094.15 959.345 2131.22 812.048 1195.22 2614.25 961.624 1287.57 2153.63 1473.28
+GTF2I 651.777 4327.07 4332.99 323.005 2679.16 2419.98 716.121 3486.16 1632.14 831.904 847.964 2021.24 382.353 2234.96 2498.99 1149.86 1943.78 1464.53 2681.23 1507.33
+GTF2IP1 6823.73 4257.82 6366.46 8831.90999999999 5527.65 5829.52 4550.35 7146.72 6102.01 4006.24 5477.74 5242.11 2118.21 9234.48 7550.18 5262.72 6640.79 5536.99 8456.19 3923.71
+GTF2IRD1 660.903 1428.94 751.889 536.793 1032.77 749.699 645.255 1388.14 902.748 683.525 610.051 1087.38 681.561 1006.27 1152.22 1083.26 826.416999999999 713.959 840.968 355.603
+GTF2IRD2 270.413 315.26 745.371 549.961 368.287 416.366 190.634 319.581 452.96 137.24 227.099 310.68 143.1 380.732 374.58 261.795 279.786 279.939 401.691 152.155
+GTF2IRD2B 70.6052 211.381 351.948 175.833 149.215 163.658 70.0373 102.674 133.721 36.5378 89.6947 123.18 61.6516 117.772 144.028 66.605 89.2459 54.9199 174.301 56.0345
+GTF2IRD2P1 165.226 173.131 562.88 394.268 283.899 277.577 142.976 233.226 284.355 44.5583 150.763 216.019 97.2851 267.979 249.362 166.512 178.938 155.606 267.324 112.5
+GTF3A 1782.42 1528.38 1620.5 596.437 1690.54 556.759 2185.66 646.302 1248.94 1810.85 1029.26 1554.61 1387.44 847.572 2241.03 863.09 1017.4 1555.3 2296.03 1430.6
+GTF3C1 2209.89 2443.97 4948.01 4093.73 1815.73 1874.85 3548.69 3645.95 4091.97 1559.1 3270.99 2998.18 2947.96 5291.24 5207.58 2678.08 6838.02 2837.53 1925.3 1459.05
+GTF3C2 1338.11 1111.26 876.907 863.672 894.73 980.345 1217.16 918.457 868.895 1162.53 799.618 689.211 888.575 726.711 952.707 945.421 733.155 803.966 896.27 1421.12
+GTF3C3 309.318 616.024 409.421 221.534 717.572 567.99 434.729 311.422 378.435 518.659 287.532 354.976 364.819 323.969 630.928 226.642 323.516 377.574 465.116 436.638
+GTF3C4 59.0778 599.517 173.604 138.652 101.712 424.388 231.662 274.364 302.326 195.611 111.323 263.349 287.896 262.96 350.934 121.184 283.802 64.836 142.824 255.603
+GTF3C5 1104.71 796.806 1005.48 2418.28 1384.85 1517.05 1443.85 2104.82 2298.1 1857.64 1349.24 1730.58 2582.58 1831.06 2654.84 1625.35 3666.67 858.886 909.091 1485.34
+GTF3C6 1542.27 546.369 753.666 957.397 2110.24 1126.75 1515.13 645.962 1298.63 857.302 1970.1 551.578 1711.54 716.285 802.365 1681.78 545.739 1033.56 1671.6 1220.69
+GTPBP10 299.712 343.045 439.046 288.923 298.43 316.887 305.843 352.913 314.482 344.881 255.089 350.121 259.05 496.959 568.051 189.436 651.941 334.096 606.061 165.517
+GTPBP1 670.029 1317.81 821.212 683.191 832.697 1230.65 1085.37 503.511 1117.34 2129.44 480.916 823.422 1181 803.939 794.841 450.509 1604.19 1049.58 843.787 899.569
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+GTSF1L 0 0 0 0 0 0 0.4144 0 0 0.8912 0 0 0 0 0 0 0 2.2883 0 0
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+GUCA1B 13.9289 6.8447 26.6627 237.026 62.5919 42.1179 65.8931 5.0997 76.1099 6.6837 66.1578 33.3738 32.8054 85.7226 70.9391 84.1813 39.7144 45.7666 141.414 39.2241
+GUCA1C 0 0 0 3.0984 0 0 0.4144 0 19.0275 0 0 0.6068 0.5656 0 0.5374 0.9251 0 0 0.9396 0
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+GUCA2B 0 0 0 5.4222 0 0 0 0 3.1712 0 0 0 0 0 0.5374 0 0 0.7628 0 0
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+GUCY1A3 125.841 432.828 101.318 69.7134 97.7999 178.5 977.621 307.002 98.3087 73.5212 454.199 247.573 33.9367 131.287 79.0004 1308.05 206.158 424.866 147.522 38.3621
+GUCY1B2 41.3064 33.0157 85.9132 0 24.0308 0.4011 0.4144 0 0 7.5749 1.2723 0 0 0 0.5374 0 59.7947 0.7628 0.4698 0
+GUCY1B3 84.0538 127.231 90.0607 170.411 66.5039 152.026 741.401 203.988 169.662 64.164 97.9644 179.005 45.8145 61.782 211.743 333.95 63.8108 144.165 101.48 21.5517
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+GUK1 3945.24 5019.19 5081.32 4124.71 3202.25 3119.13 7169.5 2551.55 6079.81 5965.91 3315.52 1900.49 4734.16 2753.93 4301.49 2137.84 3875.06 4917.62 3494.01 3841.81
+GULP1 568.684 1393.5 300.992 162.665 390.641 721.218999999999 386.656 718.718 332.981 0 203.562 1909.59 339.366 404.672 837.834 520.814 481.481 580.473 421.423 1437.07
+GUSB 2277.14 3141.72 5185.6 1996.9 2129.24 6884.88 1486.12 940.724999999999 2535.94 4257.1 1159.67 982.403 3972.85 2585.19 4621.25 1777.98 2882.64 1838.29 2375.38 3930.17
+GUSBL1 10.5668 12.4815 5.925 3.873 5.0297 11.6326 7.4596 12.2393 7.3996 16.4866 8.9059 21.2379 5.0905 6.5643 12.3606 0 12.4944 16.7811 9.8661 16.3793
+GUSBL2 195.485 139.713 56.8805 422.928 105.065 164.059 298.384 119.673 124.207 148.379 86.514 46.1165 118.213 68.3464 216.579 87.8816 116.02 38.1388 161.146 108.19
+GUSBP1 74.4476 91.3971 231.669 616.576 105.065 147.212 229.175 284.563 141.12 92.6813 455.471 144.417 97.8507 249.831 360.07 117.484 246.319 95.3471 424.242 96.5517
+GUSBP3 22.0941 4.0263 6.5176 31.7583 17.8834 15.2427 56.3614 22.4387 23.7844 30.7452 54.0712 32.1602 13.009 11.198 27.9457 12.0259 37.4833 49.5805 7.9868 25.8621
+GVIN1 12.9683 31.8078 10.0726 20.1394 24.5897 11.2314 84.9565 37.7378 5.2854 31.6364 26.0814 35.1942 10.181 5.0198 6.449 74.0056 8.4784 96.8726 18.3228 1.2931
+GXYLT1 525.456 754.529 408.236 254.841 1216.63 700.361000000001 1251.97 420.555 579.281 491.033 494.275 361.651 955.317 315.861 267.097 366.327 345.382 414.95 530.42 553.448
+GXYLT2 0 8.8579 33.1803 6.1967 103.947 105.897 179.03 4.0798 5.2854 10.694 16.5394 43.6893 22.0588 10.4257 41.9186 82.3312 4.0161 3.8139 25.37 39.6552
+GYG1 951.489 1008.99 802.251 406.661 672.305 677.096 1246.17 509.29 598.309 1166.98 837.15 1437.5 538.462 1166.52 779.256 852.914 821.062 861.174999999999 808.551 943.966
+GYG2 109.03 53.1472 1.185 281.177 1.6766 0.4011 55.947 78.5354 7.9281 20.9424 168.575 48.5437 42.9864 3.0891 1.6123 79.556 60.6872 0 1.8793 254.741
+GYLTL1B 4294.91 157.429 8.8876 48.0248 168.216 44.9258 2.901 4.4197 8.4567 8.4661 1.9084 3.034 606.335 3.4752 0 1.8501 516.287 42.7155 163.965 589.224
+GYPA 0 0 0.5925 0.7746 0 0 0 0.34 0.5285 0 0.6361 0 0 0.3861 0 0 0 3.0511 0.9396 0
+GYPB 0.9606 0 0 0 0 0.8022 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+GYPC 1092.7 245.202 117.909 246.321 2398.05 176.093 2919.6 100.294 311.311 265.122 502.545 827.67 2028.28 165.267 189.708 553.192 124.498 771.167 798.215 32.3276
+GYPE 0.4803 2.0132 1.185 4.6476 4.4709 4.8135 3.7298 1.0199 2.6427 3.1191 0 2.4272 3.3937 2.3168 1.0748 6.4755 0.8925 7.6278 0.4698 1.7241
+GYS1 699.808 742.853 7208.41 2326.1 727.073 961.492 1221.3 2779 3375.26 1603.21 2578.24 2955.7 1685.52 2207.94 1982.53 3157.26 2048.64 2638.44 892.647 2428.88
+GYS2 0 0.8053 2.9625 9.2951 0.5589 0.4011 0.8288 1.3599 3.1712 0.4456 5.7252 2.4272 1.1312 3.4752 0.5374 0.9251 0.8925 10.6789 1.4094 0.8621
+GZF1 1238.23 457.791 705.081 614.253 344.256 628.56 414.836 1203.87 524.313 215.217 808.524 895.631 720.588 1286.61 1065.7 1158.19 983.936 833.715 379.14 563.793
+GZMA 35.0624 17.7157 3.555 17.8156 32.9725 1.2034 276.834 5.7797 4.2283 716.052 15.2672 113.471 1.6968 6.9505 5.3742 135.06 31.6823 361.556 11.7454 0
+GZMB 11.0471 4.0263 6.5176 14.7173 19.0011 1.2034 68.794 14.9591 3.1712 692.882 14.631 9.7087 3.3937 1.1584 5.9116 21.2766 20.0803 45.0038 17.8529 0
+GZMH 16.3305 6.0395 4.74 17.8156 12.2948 0.8022 213.842 19.0389 1.5856 259.775 13.9949 81.3107 3.9593 2.703 5.9116 66.605 12.9407 35.0877 2.8189 0
+GZMK 19.6926 21.3394 0.5925 0.7746 20.1188 0 141.732 3.7398 0 132.784 7.6336 84.9515 0 1.5446 5.3742 83.2562 46.4079 368.421 7.9868 0
+GZMM 7.6849 11.6763 1.7775 19.3648 16.2068 1.6045 82.0555 3.7398 0.5285 48.123 5.7252 38.2282 6.2217 1.9307 3.7619 38.8529 12.9407 74.7521 5.168 28.0172
+H19 385.687 311.636 1424.38 166.538 433855.999999999 308.464 1658.1 756.116 948.203 3970.59 6755.09 618.932 201.357 32261.8 75559.9 986.124 672.914 2537.76 5869.39 68296.1
+H1F0 3537.94 11110.2 3787.29 4041.05 482.293 2822.3 1703.69 547.368 2702.43 7108.39 388.677 2615.29 1217.19 1148.37 2193.2 970.398 5151.72 1300.53 1027.01 3439.66
+H1FNT 0.4803 0.4026 0.5925 1.5492 0 0.8022 0 1.0199 1.0571 0 9.542 3.034 0 1.1584 2.1497 4.6253 0.8925 11.4416 0.4698 0
+H1FOO 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+H1FX 3976.95 4699.9 1678.57 4038.73 1175.83 4128.36 5376.71 2519.25 2672.83 2911.44 1715.01 3236.65 3006.22 1778.94 1805.72 3204.44 3032.13 1774.22 560.019 1913.79
+H2AFB1 3.8425 0 1.185 21.6886 0.5589 0.8022 4.5586 2.3799 2.6427 1.3367 3.8168 3.034 2.2624 3.4752 1.0748 1.8501 3.5698 16.7811 1.8793 0.8621
+H2AFJ 4168.11 2220.51 3389.72 7071.26 6258.08 4097.87 4406.96 3919.97 5816.07 2477.89 9323.16 7174.76 871.606 5569.65 3229.34 10005.6 5087.01 7697.94 1417.43 2277.59
+H2AFV 2933.24 4337.13 4630.43 3981.41 3265.96 5845.57 4754.66 2669.86 5334.57 4909.44 2646.95 3236.04 3259.05 3734.72 5772.4 3185.94 4865.69 3279.18 3747.24 4068.1
+H2AFX 1545.15 360.757 595.467 1855.15 450.997 2548.34 1265.64 808.473 1365.22 1939.62 968.193 384.709 2370.48 443.286 460.567 753.006 1638.55 1229.6 489.077 2575.86
+H2AFY2 407.781 480.338 677.233 1387.3 32.9725 707.982 128.885 1412.96 409.62 891.612 861.959 465.413 685.52 291.92 687.895 743.756 490.852 444.699 206.718 585.345
+H2AFY 3842.41 2377.42 4100.97 5078.5 2983.14 4770.71 2800.19 3710.1 4605.61 5863.75 6256.84 2734.7 4205.25 4975.97 6641.35 3244.18 7215.43 3874.83 4710.77 4950.35
+H2AFZ 2520.17 2331.23 2467.78 5865.22 1472.03 5349.78 5166.18 3292.71 8647.46 4786.45 6412.21 5212.99 6602.94 3960.61 5010.88 3900.09 5264.61 10516.4 5407.56 4684.05
+H2BFM 0 0 0 2.3238 0 0 0 0 0 0 0.6361 0 0 0 0 0 0 0 0 0
+H2BFWT 0 0 0 0 0 0 0 0 0.5285 0 0 0 0 0 0 0 0 0 0 0
+H2BFXP 5.2834 0.8053 5.925 70.488 6.7063 12.8359 9.1173 4.0798 4.7569 0.4456 24.173 4.8544 4.5249 5.7921 0 12.0259 16.9567 3.8139 4.6981 0.431
+H3F3A 5980.31 2278.08 2291.81 6073.59 3099.98 3493.38 2576.46 1889.61 3330.87 5503.84 3405.22 1692.96 5963.24 1856.94 2566.17 6133.21 2573.4 4065.6 2529.01 3600
+H3F3B 19342 7190.58 8926.08 9632.84 9656.48 5416.77 18379.6 12051.6 10322.9 11500.9 9185.11 12790 6940.61 5771.99 9126.96 13405.2 8842.03 6170.1 5714.82 7488.79
+H3F3C 628.722 301.973 338.32 213.788 359.345 213.799 682.553 423.615 366.808 483.458 307.252 504.248 255.656 201.95 341.26 430.157 277.555 194.508 233.028 315.948
+H6PD 1909.22 2520.06 6495.04 2433 3582.83 1495.39 4540.82 3024.12 2389.01 5285.06 1384.86 2577.06 886.878000000001 4912.83 2767.7 2208.14 1665.33 2636.16 1932.35 1682.76
+HAAO 76.3689 47.5104 0 34.0821 288.37 8.0225 100.704 14.2792 5.2854 159.964 38.1679 44.9029 13.009 3.8614 8.5987 73.0805 15.618 90.7704 12.685 1.7241
+HABP2 0.4803 0 0 0 0 0 1.2433 0 0 0 0 0 0 0 0.5374 0.9251 0 0 0 0
+HABP4 408.261 829.821 519.034 811.774 842.197 420.377 832.574 680.3 526.956 261.557 415.394 763.35 522.059 722.077 1014.11 817.761 1391.34 546.148 313.836 890.948
+HACE1 123.919 353.107 220.412 157.242 172.687 138.387 116.038 199.568 255.814 81.9873 178.117 166.869 84.8416 163.722 136.504 179.464 90.1383 120.519 232.088 263.362
+HACL1 149.376 566.098 241.742 48.7994 346.491 296.43 313.717 218.947 252.643 221.455 176.845 489.078 337.67 276.861 429.397 231.267 348.059 173.913 209.537 372.871
+HADH 1661.86 1358.47 1334.32 1627.42 1512.27 1081.83 832.574 1483.33 2043.87 707.14 2252.54 4533.37 1948.53 2231.49 2024.99 1767.81 2067.83 2818.46 3571.53 923.707
+HADHA 3330.45 5321.16 6191.08 2951.2 15252.3 7716 5389.56 3718.02 3747.89 3875.68 4326.97 5066.75 9975.11000000001 4851.82 7686.15 4280.3 3817.49 3423.34 5916.84 12784.1
+HADHB 3047.07 4448.66 4817.66 3152.59 15304.3 6353.39 3084.13 5455.66 2936.58 2112.06 3206.74 7952.67 7519.23 5816.78 9252.18000000001 3477.34 4099.51 2967.2 8395.58 5606.9
+HAGH 2844.38 1118.51 6022.81 2559.26 4675.95 1254.71 471.612 1269.15 2384.25 680.851 2199.75 2855.58 1446.27 4886.96 3039.1 2258.09 2366.8 3332.57 3425.89 1218.1
+HAGHL 14.8895 111.931 206.192 1834.24 13.4126 168.472 128.885 575.587 82.981 56.1435 89.0585 558.859 40.1584 376.098 334.811 36.0777 650.156 266.209 7.517 13.7931
+HAL 0 0 4.74 3.873 1.1177 2.0056 0.4144 0 4.2283 75.7491 0.6361 1.2136 0 0.3861 0.5374 0 1.3387 1.5256 2.3491 1.2931
+HAMP 50.4323 1.2079 1.7775 15.4919 29.6194 0.8022 24.4509 0 3.6998 0.4456 8.2697 47.3301 5.6561 8.8812 4.2993 0 4.4623 71.701 2.3491 0
+HAND1 8.6455 6.0395 651.163 6.9713 0 0 0.4144 0 29.0698 0 14.631 1.2136 0 44.4058 8.0613 0 438.644 12.2044 5.168 15.9483
+HAND2 19.2123 1.2079 0 119.287 0 0 1.2433 14.9591 16.3848 0 0 0 28.2805 0 1.0748 0 1.7849 3.8139 2.3491 28.0172
+HAO1 0 0 0.5925 0 0 0 0 0 1.0571 0 0 0 0 0 1.6123 0 0 0 0 0
+HAO2 2.4015 50.3288 14.8126 3.0984 0 15.2427 12.8471 2.3799 44.926 0 5.7252 0.6068 6.7873 5.7921 25.2586 0.9251 4.9085 0.7628 18.7926 9.4828
+HAP1 9.6061 13.6894 125.019 374.903 4.4709 1.6045 11.1894 29.5783 288.055 4.0102 103.69 265.777 17.5339 180.712 36.5444 64.7549 190.094 2.2883 41.8135 43.9655
+HAPLN1 26.4169 163.065 49.7704 51.8978 0 47.7337 41.0278 78.5354 215.116 28.9629 37.5318 1.8204 446.833 113.138 180.035 24.0518 24.0964 3.8139 2.8189 73.2759
+HAPLN2 12.9683 5.2342 5.925 144.849 2.2354 4.0112 10.775 3.7398 6.3425 0 5.7252 6.6748 13.009 5.7921 3.7619 2.7752 5.801 3.8139 4.2283 2.1552
+HAPLN3 18.732 40.6657 7.1101 26.3362 15.0891 25.6719 510.568 22.7787 25.37 186.699 142.494 28.5194 33.371 31.6633 14.5103 67.5301 30.7898 203.661 4.6981 21.1207
+HAPLN4 4.001 26.5736 4.74 267.266 0.5589 2.8079 9.5317 13.2592 16.9133 2.6735 0 4.8544 36.7647 3169.42 8.0613 16.6512 9.3708 2.2883 0.9396 4.3103
+HAR1A 81.5226 76.7534 159.958 268.025 229.265 25.2708 13.6759 61.1726 203.843 8.4661 19.084 40.0485 270.639 246.985 526.073 36.4755 884.253 290.198 169.133 8.6207
+HAR1B 4.4524 17.4621 63.4158 94.4849 51.2807 19.2539 9.9461 55.4406 124.91 4.4558 7.6336 11.5291 136.035 83.1625 564.885 13.4783 537.88 54.5767 78.459 2.1552
+HARBI1 109.03 66.8366 52.7329 23.2378 62.0331 59.3662 77.9113 55.4168 67.1247 46.3406 35.6234 54.0049 104.638 74.9107 47.2928 48.1036 53.5475 70.1754 81.7477 90.5172
+HARS2 865.034 870.083999999999 887.572000000001 969.016 1747.54 800.642 822.213 1164.43 1219.34 653.67 1554.71 1636.53 1326.36 1174.63 1814.32 987.049 1022.31 1202.14 1948.32 619.397
+HARS 2093.66 971.950000000001 2319.06 2461.66 1652.54 1712.39 1409.45 2240.13 2079.81 2191.38 4330.79 2447.21 3107.47 2390.58 2304.45 3061.05 1995.54 2967.96 2365.99 1387.5
+HAS1 0.4803 33.0157 1.185 0 0 0.4011 43.5143 2.3799 11.0994 12279.8 10.1781 0 0.5656 0.7723 2.6871 2.7752 2.6774 6.1022 0 12.931
+HAS2 0.4803 45.4771 48.5854 3.873 0 0.4011 315.93 2.3799 13.7421 13.1625 1.2723 24.2718 1.6968 2.3168 19.0461 528.002 11.4324 26.6972 0.9396 4.7414
+HAS2AS 0.4803 0.8254 21.3302 1.5492 0 0 19.3369 0.34 0.5285 2.4329 0 1.2136 0 0.3861 7.2874 26.1147 1.9545 2.2883 0 0.431
+HAS3 8.6455 21.3394 51.5479 411.309 11.736 27.6775 32.7393 51.5138 52.8541 2126.78 43.257 37.0146 29.9774 23.5544 41.9186 45.3284 29.4511 33.5622 14.0944 33.1897
+HAT1 905.86 674.808 628.055 202.169 1111.01 1537.51 1139.25 865.93 795.983 1253.87 542.621 552.184 2399.89 627.088 1201.13 435.708 1041.05 400.458 727.742 2144.83
+HAUS1 304.515 90.1892 158.791 278.079 167.098 308.063 456.279 152.991 365.222 383.647 203.562 109.223 410.068 167.584 188.634 206.291 343.15 297.483 151.28 249.569
+HAUS2 303.074 324.118 487.632 364.059 451.556 528.279 588.479 281.844 802.326 921.019999999999 436.387 197.209 441.176 313.158 511.084 276.596 410.085 554.538 876.204 476.293
+HAUS3 405.379 293.767 244.082 621.999 339.785 756.518 249.482 606.47 439.72 241.506 392.494 458.738 302.602 647.784 322.451 359.852 934.373 635.324 685.459 381.466
+HAUS4 588.857 533.888 396.978 264.136 527.002 601.685 919.188 394.037 323.467 1240.95 429.389 586.165 485.86 208.128 239.151 500.462 1140.56 470.633 396.054 600
+HAUS5 204.611 324.52 732.336 1122.39 348.168 459.687 394.944 989.342 761.628 443.801 957.378999999999 576.456 617.081 480.355 936.182 552.266 679.607 622.426 198.262 366.81
+HAUS6 353.506 481.143 343.653 784.663 343.138 306.057 644.426 143.132 758.985 482.567 284.351 631.675 223.416 795.83 1069.46 353.377 336.903 219.68 316.655 367.241
+HAUS7 353.987 186.821 880.314 710.17 150.332 378.496 611.96 325.266 776.956 659.009 678.117 274.879 498.298 407.375 579.326 307.067 826.841 522.502 444.914 192.241
+HAUS8 220.941 73.2787 145.756 385.748 106.742 446.851 249.482 186.649 409.091 188.036 291.349 81.9175 584.276 98.8512 334.274 97.1323 448.907 158.657 56.8475 442.672
+HAVCR1 0 2.8184 0 0 0 0 1.2433 0 1.0571 0.4456 0 0.6068 0 0 0 0 0.4462 0.7628 0 0
+HAVCR2 267.051 70.8629 51.5479 60.4183 165.98 37.3045 1196.02 41.8176 356.237 656.79 139.313 259.102 220.588 71.4355 289.131 161.887 94.6006 491.991 279.07 29.7414
+HAX1 2533.14 2914.64 1528.66 1599.54 1749.78 1837.95 1644.01 1325.24 2367.86 4414.39 2122.14 1856.19 2919.12 1559.61 3149.27 1748.38 1350.74 3115.18 1984.97 1682.76
+HBA1 219.02 1.4414 866.835 135.554 314.077 1861.21 1989.22 98.5943 281.184 269.132 135.286 84.0898 1036.76 356.791 324.6 4.6253 6.3632 95.3471 6.5774 352.155
+HBA2 487.032 66.2005 3025.33 998.451 1082.51 7474.13 8017.82 458.293 543.869 417.511 865.35 1267.85 1924.77 754.899 694.344 80.481 191.316 1135.77 725.863 1525
+HBB 220.941 64.0182 1916.75 118.513 973.528 4114.72 8270.62 359.019 571.882 674.613 699.745 1095.87 2304.3 945.265 990.461 36.0777 120.928 531.655 992.248 1412.5
+HBBP1 0 0 8.8876 0 0 0 1.2433 0 4.7569 0 0 0 0 0 0 0 0 0 0 0
+HBD 0 0.4026 1.7775 0 1.1177 26.8753 2.901 0.68 15.3277 0.4456 0 0 0.5656 0.3861 2.1497 0 0.8925 0.7628 0 0.8621
+HBE1 0 18.521 0 1.5492 0 0.4011 1.6577 1.6999 2.1142 0 0.6361 2.4272 0 0.7723 0.5374 3.7003 1.3387 0 0.4698 0.431
+HBEGF 171.47 169.507 282.032 293.571 121.272 236.262 1523.41 453.874 211.945 612.231 265.267 310.073 154.412 367.989 271.933 288.622 182.954 202.136 247.592 41.3793
+HBG1 0 2.8184 39.6208 3.873 1.1177 58.9531 10.2942 8.8395 20.592 0.4456 0 1.068 0.5656 7.3366 2.6871 1.8501 0 2.2883 0.4698 1.7241
+HBG2 0 1.6105 40.3674 2.3238 1.1177 54.1637 20.373 10.8794 29.6195 0.4456 2.5445 0.7524 0 2.3168 5.3742 0.9251 0.4462 3.0511 1.4094 0.431
+HBII-52-24 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HBII-52-27 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HBII-52-28 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HBII-52-45 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HBII-52-46 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HBM 0 0 0 0 1.6766 1.6045 2.4865 0 0 0 0 0 0 0.3861 0 0 0 0 0 0.431
+HBP1 1686.18 2152.47 2117.57 1138.19 2858.37 2231.12 1670.63 4272.95 1663.92 901.611000000001 1396.39 2664.92 1080.58 3901.33 2812.01 1520.7 2151.96 1246.83 1957.51 1363.63
+HBQ1 0.4803 0 5.3325 24.0124 0 2.8079 2.0721 1.3599 2.1142 0.8912 0 0 19.2308 0.7723 0 0 6.2472 0 0 0.431
+HBS1L 1006.72 1531.61 600.207 450.813 998.677 529.081 1067.97 886.668 997.886 550.741 1087.15 748.786 671.946 690.8 701.867 919.518999999999 662.204 616.323 2029.6 1546.98
+HBXIP 1826.61 1201.05 1380.54 1736.64 1767.1 1041.32 1416.91 1564.25 2083.51 3062.49 1972.65 2021.24 1316.18 1344.92 1600.97 2108.23 1258.37 1780.32 2166.31 1025
+HBZ 0 0 0 6.9713 9.5006 0 0.4144 0 0.5285 0 1.9084 0 0 0 0 0 0.4462 0 0 0
+HCCS 761.768 404.644 1003.11 858.249 274.399 606.899 530.46 584.426 940.803 485.24 1754.45 1353.76 477.376 1248.77 851.27 700.278 1410.53 1267.73 1696.97 359.052
+HCFC1 2785.3 3223.46 2140.72 1969.02 1244.02 1876.05 1777.87 1981.4 2148.52 1327.84 1468.83 2004.25 1786.2 2260.45 1822.38 1428.31 2095.05 1840.58 1540.05 1737.07
+HCFC1R1 2219.44 642.006 1872.9 5630.84 735.148 1067.62 1171.8 1072.76 1903.39 890.881 2122.19 2190.44 2486.7 1420.76 1568.14 13151.6 1501.97 4097.02 639.648 1300.84
+HCFC2 477.426 814.119 549.252 351.665 475.028 532.692 318.276 705.119 560.782 265.568 483.461 603.762 344.457 488.85 534.731 519.889 426.595 544.622 911.91 361.638
+HCG11 13.4486 263.723 33.1803 41.828 406.289 21.6606 99.4613 37.7378 23.7844 318.146 76.3359 64.9272 18.6652 222.029 15.5851 207.215 72.7354 171.625 50.74 17.6724
+HCG18 214.217 411.134 173.16 190.217 178.404 274.384 513.742 404.57 423.515 455.043 330.891 358.768 371.295 276.61 174.016 203.284 253.124 175.545 308.945 694.371
+HCG22 0 0 0 0 0.5589 0.8022 1.6577 0.68 0.5285 0.4456 0 1.2136 1.1312 0.7723 0 5.5504 0 0 0 0
+HCG26 16.8108 10.871 62.213 17.0411 81.0342 9.2258 26.9374 18.019 212.474 73.9668 85.2417 59.466 13.5747 49.0395 4.2993 31.4524 34.3597 180.015 347.193 2.5862
+HCG27 7.6849 4.0263 10.6651 88.3036 15.648 48.1348 5.3875 7.4796 65.5391 39.6569 19.084 14.5631 10.181 19.693 16.1225 8.3256 26.7738 15.2555 11.2755 5.1724
+HCG2P7 13.0115 0.9824 0 0 1.9225 21.2114 1.9063 5.5689 0.9725 4.5182 41.0433 9.0291 1.776 23.7552 0 5.5042 13.7439 6.865 12.14 15.9526
+HCG4 142.935 16.5199 159.556 79.2254 99.8286 299.775 14.8197 93.0492 166.089 54.1918 89.2812 45.4066 100.158 102.998 1.9078 225.19 122.686 102.654 113.855 52.5517
+HCG4P6 30.7781 2.6694 0 0 30.4353 12.9763 9.8425 21.2284 35.3911 2.62 40.7952 11.8022 9.6154 32.3159 0 24.1536 19.8572 5.3394 12.9434 12.6638
+HCG9 0 0.8053 0.5925 2.3238 0 0.4011 0 0.34 0 0 2.5445 1.8204 0 0.3861 0 0 0.4462 0 0 0
+HCK 179.155 75.6945 23.1077 61.9675 243.103 18.0505 1487.77 54.0569 65.5391 650.551 113.868 243.932 177.602 40.5445 103.184 117.484 45.0692 599.542 115.574 11.2069
+HCLS1 637.848 204.536 204.414 259.489 582.329 162.455 3308.33 188.689 202.96 901.86 290.712 666.262 553.167 264.504 325.675 594.82 160.643 1480.55 314.776 65.9483
+HCN1 0 0.4026 0.5925 0.7746 0 0 1.2433 1.3599 0 0 0 0.6068 0 0 0.5374 0 8.9246 0 0.4698 0
+HCN2 73.0067 1052.48 1488.96 1016.27 544.326 789.812 225.031 3185.61 192.917 8.4661 339.695 797.33 3707.01 1977.41 2226.52 517.114 2572.51 642.258 388.067 1019.4
+HCN3 480.418 524.486 126.204 817.413 72.7352 225.812 135.574 180.757 196.152 186.196 284.987 272.828 216.629 181.871 166.062 48.4459 165.997 318.078 137.656 396.164
+HCN4 37.9443 8.8579 0 20.914 0.5589 0 0 122.733 1.5856 0 21.6285 2.4272 0 0 2.6871 0.9251 0 3.8139 1.8793 0
+HCP5 99.4236 152.194 335.95 108.443 414.672 103.891 238.293 163.19 3604.12 1004.79 444.02 370.146 73.5294 273.385 53.7418 258.094 167.336 996.186 2357.53 36.6379
+HCRT 0 0 0 1.5492 1.6766 0 0 0 0 0 0 1.2136 0 0.3861 0 0 0 0 0.4698 0.431
+HCRTR1 0.4803 0.4026 0 3.0984 1.6766 0.4011 0 1.3599 0 0 0 3.034 0 0.7723 0.5374 0 1.3387 0 0 0.431
+HCRTR2 0.9606 10.4684 68.7306 22.4632 5.0297 15.2427 0 24.1386 1004.76 0.8912 29.2621 2.4272 162.33 248.673 659.949 0.9251 45.0692 0 1556.03 35.7759
+HCST 356.868 26.9762 26.6627 75.1356 167.098 15.6438 697.058 20.0588 40.6977 513.312 58.5242 146.238 76.3575 33.9801 24.7212 176.688 46.4079 455.378 40.8739 0.8621
+HDAC10 563.785 146.4 130.161 1227.15 413.297 187.248 484.484 233.536 243.462 812.601 174.828 299.199 355.198 158.482 230.52 125.745 683.945 456.43 239.098 747.284
+HDAC11 712.776 578.982 424.233 467.08 358.786 348.576 62.9921 636.783 157.505 290.52 227.099 819.782 240.385 335.168 148.327 478.261 211.066 314.264 209.537 262.931
+HDAC1 2434.2 1723.26 1482.45 2611.93 2123.1 2031.29 608.371 2093.94 3214.59 5285.06 5596.69 1367.11 3798.64 1646.88 1089.88 1549.49 1806.34 2425.63 3609.58 1870.69
+HDAC2 3137.85 2924.71 1860.47 826.491 2041.5 1192.14 2976.38 2043.62 2804.44 1457.5 2571.25 1123.18 2920.81 1419.83 1580.55 1672.53 2408.75 1514.11 3719.05 2974.57
+HDAC3 806.916 1204.27 1694.56 1193.65 1450.79 918.973 1496.06 1327.28 1957.72 1252.53 2457.38 1362.86 2417.42 1678.54 1613.33 963.922 2123.61 954.233000000001 2002.82 1416.38
+HDAC4 830.932 816.132 356.095 823.393 338.667 579.222 636.138 518.81 261.099 596.19 465.649 219.66 460.973 418.573 393.39 370.028 485.498 522.502 320.413 470.259
+HDAC5 2589.82 1009.8 521.997 836.561 1579.33 425.993 2234.15 1687.66 1627.38 891.166 1449.11 2380.46 500.566 944.493000000001 676.609 1442.18 858.545 2385.2 685.459 963.792999999999
+HDAC6 1886.17 763.79 2165.61 2416.73 666.157 773.365 873.601000000001 648.002 2122.09 831.013 1296.44 1182.04 669.683 1117.48 1045.28 850.138999999999 1600.18 1594.97 1233.26 896.983
+HDAC7 995.197 1761.91 4651.16 4027.89 1706.75 3224.63 2755.49 2031.72 2235.2 2164.2 3506.36 1834.34 5476.81 3618.88 6847.78 2649.4 1253.46 3146.45 1924.36 1641.38
+HDAC8 621.518 205.744 719.301 1360.19 231.925 397.914 349.772 471.893 1464.06 458.505 916.03 712.985 322.964 702.77 628.779 885.291 415.886 697.941 706.131 458.621
+HDAC9 228.626 26.9762 10.0726 11.6189 38.0023 15.2427 106.506 11.2193 16.9133 6.6837 20.9924 61.8932 25.4525 21.6237 25.796 96.2072 30.7898 49.5805 10.8057 17.2414
+HDC 0 4.8316 0 0.7746 0 0 7.4596 0 2.1142 3.5647 6.3613 3.6408 0 0 0 2.7752 0.4462 0.7628 13.1548 0
+HDDC2 2027.86 866.058 611.465 690.163 1082.51 675.491 1192.71 752.376 1065.01 674.167 1438.3 1970.27 1424.77 673.424 734.113 1328.4 755.913 1218.15 2630.96 461.638
+HDDC3 240.154 418.333 456.229 384.973 872.375 626.956 130.543 247.166 863.636 258.438 526.081 580.704 992.081 607.008 538.492 503.238 1041.5 873.378999999999 902.044 413.362
+HDGF 3359.27 5941.21 1801.81 2309.84 2664.63 4083.03 4902.2 2278.55 3995.77 18269.8 3021.63 2253.03 4380.66 2311.42 3591.56 2839.04 2427.04 3362.32 2131.55 4392.24
+HDGFL1 0 0 0 0 0 0 0 0 0.5285 0 0 0 0 0 0 0 0 1.5256 0 0
+HDGFRP2 1494.72 1159.17 2152.57 2972.89 1995.68 2355.4 1453.38 2379.86 2884.78 1053.8 2088.42 1605.58 2772.06 1441.45 1914.28 1798.33 2507.36 1749.05 950.904 1830.17
+HDGFRP3 1034.58 1118.51 244.112 355.538 581.77 652.226 880.232000000001 452.514 416.49 2030.52 606.87 345.267 1003.39 530.167 309.553 505.088 523.873 1245.61 1148.23 470.259
+HDHD1A 248.799 361.159 534.439 261.812 514.148 557.561 390.385 285.583 863.108 259.775 787.532 631.068 365.385 531.712 213.355 429.232 292.28 549.962 2783.65 578.017
+HDHD2 1194.52 710.643 1061.18 609.605 802.518 612.114 417.737 1031.84 874.736 442.91 473.919 907.16 811.652 881.552 911.998 842.738 900.491 884.058 2190.27 354.31
+HDHD3 672.911000000001 562.072 2432.82 6948.1 6215.6 5903.33 219.229 2368.98 2766.38 442.464 2797.71 4467.23 1588.24 6948.93 3956.47 4636.45 2365.46 2195.27 1713.41 1328.02
+HDLBP 9318.92 14563.1 6803.14 3778.47 9601.72 8794.22 30387.9 3240.35 7120.51 14172.7 5044.53 5768.81 14370.5 6929.63 17038.8 7704.9 5190.99 6145.69 6099.13 7759.91
+HDX 18.2517 36.2367 33.7728 27.1108 21.2366 20.4573 26.9374 29.9183 47.0402 25.8438 37.5318 80.7039 23.19 61.782 43.5308 48.1036 46.4079 29.7483 59.1966 31.0345
+HEATR1 332.853 1213.13 658.273 289.698 418.584 705.977 525.901 512.35 323.996 866.659 363.868 399.879 263.575 441.741 694.881 277.521 353.86 649.123 342.495 632.759
+HEATR2 817.963 803.65 928.455 605.732 514.148 667.068 884.791 686.08 849.366 1076.97 482.188 912.621000000001 322.964 1165.36 980.25 604.07 960.732 786.423 547.334 574.138
+HEATR3 251.201 260.099 756.036 463.207 348.168 685.921 397.845 349.16 695.032 222.792 285.623 197.815 361.425 476.108 697.031 160.037 786.702 211.289 225.041 466.379
+HEATR4 0.9606 2.4158 4.1475 1.5492 1.1177 0 0.4144 1.0777 2.1142 0 0.6361 2.4272 0.5656 1.9307 3.5416 0.9251 4.0161 0.7628 4.3881 0
+HEATR5A 772.43 870.507 802.589 358.846 236.536 858.773 261.683 444.075 723.747 211.799 303.658 329.314 616.838 465.69 1137.23 545.939 662.262 286.339 644.444 1561.22
+HEATR5B 1030.74 762.985 514.887 416.731 659.451 653.831 364.277 439.594 453.488 363.596 348.601 393.811 342.195 469.543 400.914 356.152 293.619 498.856 493.775 690.517
+HEATR6 581.172 378.875 379.796 274.981 361.021 278.781 420.224 429.395 325.053 550.295 332.061 575.85 324.095 386.138 198.307 543.941 184.293 249.428 249.471 538.793
+HEATR7A 650.817 905.113000000001 872.167 1176.61 1475.38 883.273 261.915 1081.48 618.922 1077.87 557.252 1876.21 440.045 1249.16 756.147 1013.88 900.491 862.7 573.174 729.31
+HEATR7B2 0 0 2.37 0 0 0.4011 58.0191 0.34 7.9281 0 0 1.8204 0 0.7723 13.9729 0.9251 0 0.7628 25.37 0
+HEBP1 1411.62 2497.52 3396.24 1285.05 5432.09 2730.85 1603.4 2216.67 2881.08 1441.02 3291.35 4725.73 3455.32 3173.67 5944.91 5505.09 1753.68 2308.92 2973.46 1794.4
+HEBP2 1571.57 625.688 916.605 1002.32 2152.72 58.1629 531.703 488.892 1433.4 787.791 1605.6 694.782 718.326 922.483 478.839 3466.24 224.9 1147.22 1690.39 1256.03
+HECA 1244 811.3 592.505 614.253 1549.71 620.136 1521.76 930.186 1027.48 373.399 928.117 612.864 423.077 1012.07 743.249 812.211 578.313 681.922 1081.98 852.586
+HECTD1 2519.69 2828.88 3304.99 2797.06 1787.22 2359.01 1302.11 3423.6 2210.36 1722.18 2432.57 1574.64 1455.88 1740.32 1525.19 2387.6 2806.78 2039.66 3743.01 2748.71
+HECTD2 1161.86 424.372 162.346 781.565 86.6228 359.808 331.952 352.899 79.2812 359.586 650.127 282.16 95.0226 176.465 65.565 503.238 214.19 480.549 190.745 517.241
+HECTD3 2061.96 921.621 1528.66 1924.86 1285.93 1486.16 1198.51 1690.04 1069.77 1649.1 1337.15 901.699 899.887000000001 1288.16 1632.14 1358.93 923.695 1765.06 847.545 777.155
+HECW1 0 0.8053 8.2951 5.4222 0.5589 0 6.6308 0 4.7569 6.2382 0.6361 0.6068 0 0.7723 2.6871 0 8.4784 1.5256 4.2283 37.2888
+HECW2 53.3141 85.7603 96.5783 186.677 177.716 321.701 260.671 258.045 84.5666 61.0449 115.14 114.684 100.679 105.416 149.402 203.515 56.6711 95.3471 168.663 31.8966
+HEG1 766.571 1365.72 529.699 214.562 404.612 1574.01 1399.09 781.275 616.808 2573.69 926.208999999999 1096.48 1640.27 347.524 294.505 1927.84 461.401 527.079 544.985 1515.52
+HELB 3.3622 28.5868 10.0726 1.5492 12.2948 10.4292 8.7029 7.4796 9.5137 31.6364 9.542 10.9223 2.8281 16.6039 17.1974 10.1758 6.6934 15.2555 10.8057 13.7931
+HELLS 200.768 69.2524 34.3653 178.156 10.6183 629.362 88.2719 161.151 90.3805 455.832 144.402 13.9563 207.579 59.4652 102.647 51.8039 279.786 61.0221 55.4381 378.017
+HELQ 219.981 288.686 279.662 427.575 832.138 475.331 188.148 334.88 681.29 151.944 340.967 470.874 459.842 569.939 619.105 518.964 557.341 281.464 765.328 249.569
+HELT 1.9212 0 0 0 0 0 0 0.68 0 0 1.2723 0 0 6.9505 0 0 10.7095 0 0 0
+HELZ 792.027 911.153 700.341 471.727 437.585 487.365 593.038 719.738 719.873 683.525 570.611 883.495 347.851 495.029 415.961 666.975 416.332 461.48 592.906 707.759
+HEMGN 0 0 5.3325 1.5492 0.5589 2.0056 0 0 1.0571 0 0 1.2136 0 0 0 0 0.4462 0 0 1.7241
+HEMK1 655.139 713.058 304.548 282.727 500.736 220.217 369.664 264.505 367.865 185.363 291.985 1021.24 311.652 500.048 348.784 334.875 355.199 404.272 222.222 275.431
+HEPACAM 0.9606 0 0 0.7746 0.5589 0 0.4144 0 0 0 0 0 0 0.3861 0 0 0 0 0 0
+HEPACAM2 0 2.0132 4.1475 0 5.0297 1.2034 0.8288 0 4.2283 0 0 1.2136 0 2.703 5.9116 0.9251 2.2311 0 4.2283 0.431
+HEPH 22.5744 1588.78 3341.13 58.8691 22.9131 42.9202 1675.92 1452.4 234.672 23.6159 152.672 96.4806 54.8643 2554.69 194.008 2123.96 82.1062 603.356 1882.08 103.017
+HEPHL1 3.8665 0 0.5925 3.8807 4.5547 1.6286 6.6308 0.3434 6.8869 1.3412 0 0.6129 1.1482 0.3861 0 2.803 0 3.8139 1.8887 0.8836
+HEPN1 0 0.4026 0.5925 0 0 0 1.2433 0 0 0 0 0 0 0 0 0 2.2311 0 0 0
+HERC1 1647.93 1622.2 1077.17 2560.03 1138.95 721.218999999999 942.81 1588.73 1456.66 767.74 2342.24 949.029 662.33 1136.02 987.236000000001 601.295 790.718 1514.11 1554.62 899.569
+HERC2 2404.9 1611.33 1333.14 1020.91 1354.67 1752.11 980.521999999999 1508.15 1985.73 996.769 1180.66 958.131 2259.62 1180.42 1303.78 674.376000000001 3057.12 1388.25 2409.68 936.207
+HERC2P2 2573.49 859.616 1016.74 2052.67 1015.44 1488.97 518.442 791.134 1061.31 908.098 1278.63 1129.25 600.679 959.938 809.351 600.37 923.248999999999 2816.17 708.01 671.552
+HERC2P4 0.9606 0 7.1101 41.0534 1.1177 15.6438 15.748 0 11.0994 0 0.6361 0.6068 7.9186 0.7723 0 18.5014 32.5747 9.1533 0 9.9138
+HERC3 552.834 553.214 1225.3 619.675 741.603 196.55 234.148 451.834 1119.45 194.72 795.165 1449.03 140.837 1014.77 816.875 1441.26 931.281 1057.21 1216.35 349.138
+HERC4 899.135 1447.86 863.279 1515.88 1078.03 1564.78 495.234 1136.55 631.078 1030.19 835.242 1015.17 489.253 1013.61 880.828 929.695 564.926 1608.7 583.979 1288.79
+HERC5 124.4 123.205 88.2832 312.161 424.172 239.47 121.426 284.903 74.5243 573.911 800.891 575.85 699.661 699.681 437.995 833.487 1157.97 948.131 211.886 197.414
+HERC6 83.5735 53.1472 331.803 462.432 274.957 251.103 273.933 388.597 304.44 311.463 598.601 458.738 690.611 881.938 440.683 523.589 1587.24 595.729 476.862 179.31
+HERPUD1 2919.79 3189.24 5284.55 2297.44 4091.39 4717.21 3903.44 3765.62 3836.15 1538.6 3385.5 6552.18 1652.15 7404.58 4985.09 4618.87 2632.31 4684.21 4183.23 1861.64
+HERPUD2 622.959 602.738 811.139 454.686 604.683 507.822 763.779 499.091 815.011 470.09 467.557 577.67 310.52 527.078 735.187 488.437 762.606 662.09 784.59 485.345
+HES1 1633.05 824.183999999999 500.667 1791.63 159.833 1139.99 303.771 1230.73 462.474 6609.78 739.186 875 1468.33 964.186 747.548 660.5 711.29 611.747 453.371 430.172
+HES2 0 2.4158 5.3325 2.3238 0 2.8079 8.2884 0.68 0.5285 35.2011 1.2723 0 3.9593 1.5446 1.0748 0 1.3387 0 1.4094 0
+HES3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HES4 29.2988 38.6525 7.1101 123.935 5.0297 22.864 41.4422 58.4766 44.3975 347.555 38.1679 10.3155 9.6154 15.0594 19.347 11.1008 32.5747 21.3577 7.9868 5.1724
+HES5 3.8425 1.2079 1.185 9.2951 6.1474 1.6045 2.0721 1.3599 5.2854 0.4456 3.8168 4.2476 1.6968 2.3168 0 13.876 1.7849 8.3905 1.8793 0
+HES6 444.284 117.568 210.339 192.874 211.807 849.579 506.423 505.211 170.19 145.26 202.926 145.024 9214.92999999999 287.673 1530.57 60.1295 468.987 2076.28 115.574 2253.45
+HES7 1.4409 2.4158 3.555 84.4307 0 0.4011 67.9652 4.7597 4.7569 1.7823 2.5445 7.8883 1.1312 0.3861 1.0748 3.7003 2.6774 0.7628 0.4698 0.431
+HESRG 0.4803 0 0 0 0 0.4011 0 0 0 0 0 0 0 0 0.5374 0 0 0 0.9396 0
+HESX1 143.612 10.0658 10.6651 17.0411 38.5611 26.8753 14.5048 13.2592 29.5983 15.1498 17.8117 35.801 10.181 13.1287 28.4831 14.8011 34.3597 36.6133 18.7926 10.3448
+HEXA 3378.67 4723.13 1736.5 1591.87 2131.19 1541.6 5268.11 1693.92 2942.26 5550.71 2432.46 2326.52 1606.8 1382.48 1364.45 4487.45 1359.93 3140.25 4278.59 1290.7
+HEXB 1267.05 4700.03 2708.29 1249.49 3121.21 4763.94 4814.79 1940.94 1943.65 3039.37 2080.87 5182.65 3002.26 3217.34 2521.49 3801.11 3781.45 3661.9 2372.7 3168.71
+HEXDC 1610.95 225.88 519.627 783.889 344.831 159.647 409.034 363.779 505.285 543.611 412.214 901.699 278.281 427.454 282.682 172.988 664.436 762.014 241.485 268.547
+HEXIM1 3369.36 585.022 2511.04 2721.15 1403.85 1097.47 900.953000000001 1927.69 1374.21 2349.56 2116.41 1109.83 1813.35 1393.96 903.937 2091.58 1401.16 1643.78 2147.52 1984.05
+HEXIM2 235.975 100.541 270.822 235.476 206.134 134.617 167.688 130.185 234.651 261.455 173.995 233.617 256.748 156.32 272.675 279.241 288.67 251.304 134.799 162.707
+HEY1 89.3372 103.073 49.1779 156.468 421.378 144.003 1202.65 223.367 91.4376 178.233 86.514 104.976 102.941 130.901 178.96 127.66 87.0147 200.61 81.7477 35.3448
+HEY2 67.243 70.0577 18.9602 77.4593 16.2068 72.2022 241.194 164.21 57.0825 24.5071 221.374 38.2282 255.656 27.0296 23.109 102.683 71.8429 179.252 34.2965 18.1034
+HEYL 623.919 884.579 282.032 395.817 325.813 1904.13 648.985 701.719 711.417 182.244 835.242 246.359 524.321 514.721 176.273 269.195 368.586 627.765 257.458 183.621
+HFE2 0.9606 0 0.5925 0.7746 0 0.4011 0.8288 0 0.5285 0 0 2.4272 0.5656 1.1584 4.2993 0 1.7849 0 13.1548 3.8793
+HFE 23.0548 210.173 215.672 68.9388 272.163 409.948 134.273 122.733 103.594 77.5315 112.595 281.553 83.7104 212.376 31.7076 337.65 61.1334 76.2777 544.045 186.638
+HFM1 30.2594 1.6105 1.7775 7.7459 3.912 0.4011 0.8288 3.3998 3.1712 12.9219 3.8168 2.4272 7.3529 4.2475 0.5374 2.7752 4.0161 6.865 4.6981 3.8793
+HGC6.3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HGD 3.8425 1.6105 2.9625 72.8118 0.5589 1.6045 18.649 1.0199 2.1142 0 8.2697 1.8204 4.5249 3.4752 5.3742 0 0.4462 0.7628 8.9265 7.3276
+HGF 10.0865 13.2868 22.5152 6.1967 14.5303 4.4124 1062.16 5.0997 8.4567 1.7823 10.1781 854.976 5.0905 7.7228 5.3742 39.778 8.4784 35.8505 34.7663 0
+HGFAC 0.9606 0.4026 1.185 27.1108 5.5886 9.2258 0.4144 0.34 4.2283 0.4456 3.8168 1.8204 2.2624 0 0 0 0.4462 0 0 7.3276
+HGS 2912.58 2650.11 2217.15 2970.57 2229.28 2365.42 2990.47 2128.96 2019.03 3070.96 2173.66 2785.8 2548.64 1987.45 2371.09 3074.01 1539.49 2055.68 1310.31 3397.84
+HGSNAT 1275.22 1478.46 1349.13 2065.07 1209.92 1053.35 1481.56 1836.91 880.021 1241.84 1418.58 1982.4 1390.27 825.948 1075.91 1804.81 577.867 2302.06 835.8 2041.81
+HHAT 101.825 84.5524 142.794 51.1232 34.6491 47.7337 111.065 161.831 23.7844 86.4431 64.2494 196.602 84.276 136.693 79.5378 301.573 100.402 61.7849 189.335 24.569
+HHATL 1.4409 44.2893 11.2576 14.7173 1.6766 0 8.2884 0 2.1142 0 0 5866.5 0 0.3861 0 0 0.4462 0 210.007 5.1724
+HHEX 751.201 674.003 157.606 533.695 514.707 269.154 101.533 455.233 112.579 188.927 563.613 317.354 84.276 590.791 67.1772 381.129 226.238 940.503 320.883 791.81
+HHIP 30.7397 36.6394 3.555 1.5492 1.1177 4.0112 2.901 2.0399 5.2854 0 38.8041 2.4272 17.5339 59.0791 38.1567 15.7262 84.3373 151.03 0.9396 3.8793
+HHIPL1 10.5668 43.4841 16.5901 131.681 29.0605 13.2371 188.562 62.2164 8.4567 36.0922 10.8142 7.8883 10.181 13.901 11.2858 17.5763 16.5105 19.8322 7.0472 6.0345
+HHIPL2 4.8031 2.8184 26.0702 8.5205 4.4709 13.2371 7.874 0 2.6427 16.041 3.8168 0.6068 350.113 0.3861 15.5851 1.8501 0 2.2883 0.9396 296.983
+HHLA1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HHLA2 5.7637 2.0132 0 0 0 0.4011 0.4144 0 0 0.4456 0.6361 2.4272 1.1312 0 0 0.9251 0 1.5256 3.2887 28.8793
+HHLA3 512.968 159.844 289.142 417.506 201.188 81.0269 313.717 226.427 287.526 376.072 278.626 277.306 323.529 198.475 398.764 431.082 305.667 391.304 222.222 93.9655
+HIAT1 884.726 1449.47 781.514 443.067 1069.09 856.799 866.971 1232.43 1076.11 1187.92 622.137 848.908 654.977 924.8 801.29 473.635 771.084 590.389 1487.9 1590.52
+HIATL1 1589.34 1631.06 1364.54 3854.38 868.463 1780.99 1857.85 2173.83 2699.26 2685.98 1268.45 1140.78 1182.69 3078.29 3462.58 1494.91 4694.78 940.503 1186.28 2709.48
+HIATL2 12.9683 22.1447 1.185 24.787 13.4126 8.0225 11.1894 8.8395 25.8985 44.5583 6.3613 20.0243 9.0498 26.6435 12.3606 0.9251 41.9456 9.1533 22.0813 11.6379
+HIBADH 839.577 2392.03 2372.98 1446.17 6025.59 2002.41 1275.18 2608.33 1961.94 1108.61 1399.49 4175.97 2104.07 3657.88 2464.06 2174.84 2800.98 1924.49 4411.09 1556.47
+HIBCH 1468.78 440.478 282.032 127.808 2146.57 1044.52 309.159 617.744 151.691 389.885 791.985 826.456 1099.55 954.146 618.568 595.745 515.395 1138.06 1292.93 515.517
+HIC1 163.304 118.373 32.5878 104.57 111.213 62.9763 1687.11 94.5145 155.92 53.0244 160.305 70.9951 121.606 81.0889 44.0683 214.616 107.987 106.789 45.572 27.5862
+HIC2 202.209 113.944 112.576 167.312 80.4754 192.539 167.012 48.2772 173.362 114.515 64.2494 55.2184 226.244 157.544 85.4494 39.778 285.587 141.876 137.656 720.69
+HIF1A 4376.56 5044.96 10503.9 5632.07 2800.99 4292.02 2682.55 5022.19 4664.9 6206.08 3644.4 3053.4 3968.89 4873.44 12398.8 4383.9 4944.67 4316.55 9232.79 4272.41
+HIF1AN 1707.97 2550.26 917.79 1109.22 1486 1930.2 1338.17 1458.18 797.569 1175.89 1472.01 1162.62 1950.79 782.315 943.168 793.71 720.214 1400.46 1802.21 1951.29
+HIF3A 36.5034 318.883 35.5503 10.0697 1758.16 32.491 139.246 14.9591 45.9831 4.4558 43.8931 601.335 98.4163 30.891 15.5851 38.8529 20.9728 344.012 42.2833 14.6552
+HIGD1A 1552.35 3394.98 1510.29 724.245 2433.82 2097.47 1031.5 1785.92 1640.06 909.435 1248.73 5136.53 2736.99 1632.59 1485.96 1560.59 1843.37 1276.13 3033.59 4282.33
+HIGD1B 11.0471 1.228 10.8606 54.9961 35.208 42.0257 117.145 96.9216 77.6956 30.215 26.6158 74.6359 60.5204 18.4419 7.5238 30.2128 8.9246 19.8322 43.6927 9.0517
+HIGD1C 0 0 0 0 0.5589 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HIGD2A 3065.32 1183.73 2298.33 6240.12 2296.9 2539.11 1661.42 2770.84 2673.89 2758.16 7568.7 3799.15 3778.28 2719.18 3647.99 5492.14 2487.28 3779.56 3115.34 1717.24
+HIGD2B 0 0.4026 0 0 0 0 0.4144 0 2.1142 0 0 2.4272 0 0 1.0748 0 0 0.7628 0.4698 0
+HILS1 0.4803 0 0 0 0 0 3.7298 0 0 0 0 0 0 0 0 0 0 0 0 0
+HINFP 352.546 205.341 300.992 408.211 216.278 549.539 330.709 266.204 372.622 413.056 242.366 290.048 288.462 274.93 286.981 151.711 275.77 244.851 211.417 279.741
+HINT1 2962.06 3046.3 5858.69 3290.47 6387.17 7991.18 2585.99 2751.46 5221.46 5125.54 9342.24 8976.33 5832.01 5775.85 6061.53 4600.37 5341.81 6179.25 7172.19 3497.41
+HINT2 1482.23 471.883 853.799 1069.71 961.792 2391.9 411.521 205.008 1164.9 929.932 571.247 2351.94 2086.54 1163.05 1262.93 866.79 1000.89 770.404 716.937 751.293
+HINT3 585.014 1378.2 897.645 381.875 1478.73 777.377 413.179 856.75 1239.96 225.465 786.26 1028.52 451.923 752.582 817.412 723.404 390.005 515.637 2638.48 906.034
+HIP1 151.297 2261.17 511.332 426.026 715.895 2360.21 788.645 729.258 543.34 207.642 447.201 882.281999999999 210.973 898.156 804.514 812.211 719.768 590.389 1563.07 1203.02
+HIP1R 2384.25 636.559 1189.16 1211.46 1037.24 2328.12 477 1103.58 640.063 444.692 810.433 1242.72 3868.21 1796.7 814.725 1020.35 1912.99 1079.33 761.569 772.414
+HIPK1 1483.19 2281.3 1835.58 958.172000000001 1316.11 988.769 782.014 1041.7 1372.62 561.435 809.796 866.505 343.326 1101.26 1791.75 1180.39 1052.66 1057.21 1453.61 1329.74
+HIPK2 1162.82 3330.56 3906.38 1962.82 2812.17 1457.28 2212.18 1453.76 2251.06 2439.12 1009.54 1763.96 601.244 1681.63 1628.91 2676.23 885.319 1691.08 2530.89 410.345
+HIPK3 73.487 1042.41 416.531 79.0085 135.243 167.268 126.399 267.564 146.406 121.644 68.0662 182.039 13.009 159.475 87.5991 147.086 59.3485 89.2449 216.115 413.793
+HIPK4 35.5427 2.4158 8.8876 6.9713 3.912 14.4404 4.9731 9.1795 8.4567 6.6837 5.7252 1.8204 12.4434 3.8614 13.9729 5.5504 7.1397 11.4416 4.6981 1.2931
+HIRA 929.395 437.752 526.737 505.035 457.145 315.291 810.613 287.623 872.648 572.129 254.459 484.83 510.181 469.161 734.113 174.838 1185.19 446.224 937.75 470.698
+HIRIP3 1385.21 417.528 754.851 1074.36 393.435 356.599 392.043 664.321 1088.79 450.485 639.313 717.233 611.425 722.077 1160.82 1286.77 989.29 1200.61 337.327 408.621
+HIST1H1A 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.4698 0
+HIST1H1B 0 1.2079 0.5925 2.3238 0 0.4011 0.8288 0 1.0571 4.4558 0.6361 0 0.5656 0.7723 1.0748 0.9251 5.3548 0 5.6378 0.431
+HIST1H1C 12055.2 481.143 481.114 1831.91 146.421 362.214 1393.7 50.3171 1030.13 5318.03 143.13 664.442 710.973 313.544 1123.2 412.581 1410.53 1021.36 1105 220.69
+HIST1H1D 4.3228 3.6237 2.37 6.9713 0.5589 0.8022 8.7029 0.68 4.2283 8.4661 0 1.2136 0 2.703 3.2245 0 4.9085 3.0511 4.2283 1.7241
+HIST1H1E 0.9606 2.8184 2.9625 8.5205 0 2.8079 9.9461 0.34 8.9852 33.8643 3.8168 6.068 0.5656 1.5446 20.9593 4.6253 3.1236 3.0511 3.7585 6.4655
+HIST1H1T 2.4015 0.4026 0 0.7746 0 0.4011 0 0 0 3.1191 0 0 0 0 0.5374 0 2.2311 0.7628 0.9396 0
+HIST1H2AA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HIST1H2AB 0.4803 0 0 2.3238 0 0 0 0 0 0 0 0 1.1312 0.3861 2.6871 0 0.4462 0.7628 1.8793 0.8621
+HIST1H2AC 1468.3 511.341 289.142 394.268 164.304 135.58 1281.39 56.7767 622.622 2954.66 62.9771 540.655 244.91 209.287 1789.6 198.89 620.705 437.834 1319.71 40.5172
+HIST1H2AD 0 1.1274 0.3792 5.5616 0 0 0 0 1.3848 6.9645 0 0 0 0 3.4502 0 3.6189 0.5034 3.0021 0
+HIST1H2AE 10.5668 20.1315 45.6229 171.185 5.0297 2.8079 41.0278 2.3799 24.8414 288.292 7.6336 14.5631 25.4525 30.891 170.899 20.3515 228.023 32.7994 172.892 6.0345
+HIST1H2AG 0 8.4552 13.6276 9.2951 0 2.4067 6.2163 1.6999 10.0423 10.2484 3.8168 5.4612 3.9593 7.3366 12.3606 0 29.4511 6.865 8.9265 1.7241
+HIST1H2AH 0 0 0 2.3238 0 0 0 0 2.1142 0.4456 0 0 0 0 2.1497 0 0.8925 0 0.9396 0.431
+HIST1H2AJ 1.4409 0 2.37 5.4222 0 1.2034 0.4144 0 1.5856 0.8912 0.6361 0.6068 0.5656 0 5.3742 0 0.4462 0 3.2887 2.1552
+HIST1H2AK 12.488 2.8184 6.5176 10.0697 1.1177 1.2034 2.4865 2.0399 8.9852 1.7823 2.5445 2.4272 0 5.7921 8.0613 3.7003 8.4784 0 8.4567 0.431
+HIST1H2AL 0 0 0.5925 2.3238 0.5589 0 0.4144 0.68 0 4.4558 0 0 0 0 2.1497 0 3.1236 0 3.2887 0.8621
+HIST1H2AM 0 2.0132 14.8126 49.574 5.0297 4.4124 2.4865 1.3599 12.685 49.4597 3.1807 2.4272 0 6.1782 23.6464 5.5504 28.5587 1.5256 11.2755 0
+HIST1H2BA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HIST1H2BB 0.4803 0 0 1.5492 0 0 0 0 0 0 0 0 0 0 1.6123 0 0 0.7628 0 0.431
+HIST1H2BC 243.996 27.7815 34.3653 47.2502 2.2354 11.6326 68.794 1.6999 51.797 318.592 1.9084 16.9903 16.9683 28.188 67.1772 3.7003 85.2298 13.73 227.86 6.0345
+HIST1H2BD 21.6138 260.502 213.894 584.043 44.7085 61.773 640.696 13.9392 32.241 1467.31 48.3461 390.777 79.7511 116.614 391.24 246.069 714.859 385.202 303.97 49.569
+HIST1H2BE 31.22 9.6631 17.1826 17.0411 2.2354 6.0168 17.8201 2.0399 13.2135 41.4392 1.9084 0 14.1403 5.4059 17.7348 3.7003 20.5266 9.1533 28.1889 1.7241
+HIST1H2BF 0 0.4026 0 0.7746 0.5589 0.4011 1.6577 0 1.5856 7.1293 0 0.6068 0 0.3861 2.1497 0.9251 5.801 0.7628 0.9396 0
+HIST1H2BG 0.4803 6.0395 6.5176 14.7173 0.5589 0.4011 1.6577 0.68 4.7569 71.7389 0.6361 1.8204 0.5656 5.0198 19.8845 0.9251 17.4029 6.865 7.9868 0.8621
+HIST1H2BH 16.3305 1.2079 5.925 92.1766 1.1177 4.8135 5.8019 4.0798 15.3277 25.3982 4.4529 0 34.5023 0.3861 18.2722 0 20.9728 3.8139 57.3174 12.5
+HIST1H2BI 0.4803 0 0 0.7746 0 0.8022 0.4144 0 0 1.3367 0.6361 0 0 0.3861 0 0.9251 0 0 0 0.8621
+HIST1H2BJ 1.9212 14.0921 16.5901 18.5902 0.5589 10.0281 52.2172 5.0997 30.1268 126.991 1.2723 14.5631 3.9593 10.4257 25.796 8.3256 61.1334 15.2555 102.889 8.1897
+HIST1H2BK 3193.56 767.816 1185.01 1489.54 205.1 423.586 2035.23 150.271 1348.31 5557.76 229.644 296.723 1607.47 414.712 1605.27 381.129 1441.32 865.751 2409.68 163.362
+HIST1H2BL 4.3228 2.4158 3.555 1.5492 0 2.8079 2.0721 0.68 3.6998 2.6735 0 1.2136 2.8281 3.4752 3.2245 0 8.0321 0 2.8189 0
+HIST1H2BM 0 0 0 2.3238 0 1.2034 0 0 0 0.4456 0.6361 0 0 0.3861 0.5374 0 0.4462 0 0.4698 0.431
+HIST1H2BN 25.4563 14.0921 18.3676 14.7173 0.5589 14.0393 7.874 2.0399 39.1121 33.8643 3.8168 5.4612 18.6652 15.0594 23.109 13.876 29.8974 8.3905 44.6324 6.8966
+HIST1H2BO 0 0.8053 4.74 12.3935 0 1.6045 1.6577 0.68 5.2854 21.8336 0.6361 0.6068 0 3.4752 2.1497 0.9251 16.0643 0.7628 5.168 0
+HIST1H3A 0.9606 0.4026 0 2.3238 0 0.8022 0.4144 0 1.5856 1.7823 1.2723 0 0.5656 0.3861 2.1497 0.9251 4.4623 0 1.8793 0.8621
+HIST1H3B 0.4803 0 0 2.3238 0 0.8022 3.3154 0 2.1142 10.2484 0.6361 0 1.1312 0 1.6123 0.9251 1.3387 0 3.2887 0.431
+HIST1H3C 0.4803 0.4026 1.7775 2.3238 0 2.4067 1.2433 0 1.0571 3.1191 0.6361 0.6068 3.9593 0 2.1497 0 1.3387 0 1.8793 2.5862
+HIST1H3D 39.8655 10.9515 6.1383 48.66 2.7943 7.2202 31.4961 3.7398 16.5856 103.095 7.6336 4.2476 14.1403 14.2871 30.4071 3.7003 24.0473 23.9054 36.9321 7.7586
+HIST1H3E 53.7944 31.8078 50.3629 23.2378 6.7063 21.6606 31.0816 10.8794 56.0254 30.7452 12.7226 9.1019 27.7149 35.1385 60.1908 2.7752 29.0049 39.6644 136.246 31.4655
+HIST1H3F 0 0 0.5925 0.7746 0 1.2034 0.8288 0 0.5285 1.3367 0 0 0.5656 1.9307 0.5374 0 1.3387 0 3.2887 1.2931
+HIST1H3G 0 3.221 0.5925 9.2951 0 4.4124 1.2433 0.34 4.7569 81.0961 0 0 7.9186 1.5446 4.8368 0 12.0482 3.8139 2.8189 2.1552
+HIST1H3H 115.754 10.4684 36.1428 38.7297 0.5589 22.4629 23.2076 3.7398 45.9831 59.2626 5.0891 12.1359 72.9638 18.9207 41.9186 7.4006 57.1174 12.9672 33.8266 8.6207
+HIST1H3I 0 0.4026 0 0 0 0 0 0.34 0.5285 0 0 0 0 0 0 0 0 0 0 0.431
+HIST1H3J 0 0.4026 2.37 2.3238 0.5589 0 0.4144 0 0.5285 4.4558 0.6361 0 0 0 1.6123 0 0.4462 0 5.168 0
+HIST1H4A 1.4409 0 0 5.4222 0 0.8022 0 0.34 1.5856 0.4456 0.6361 0 0 0 1.6123 2.7752 0 1.5256 0.4698 0
+HIST1H4B 2.4015 0 0 0.7746 0 0.4011 0 0 1.0571 2.2279 1.9084 1.2136 1.1312 0.3861 2.6871 1.8501 0.4462 0 0.4698 0.8621
+HIST1H4C 2.4015 0.8053 1.185 1.5492 1.1177 0.8022 0 0 2.6427 2.2279 0 0.6068 1.1312 0.3861 3.7619 0 0.4462 0 0.4698 0
+HIST1H4D 2.8818 0 0 3.873 0 2.4067 0.4144 0.34 2.1142 4.9014 4.4529 1.2136 2.8281 0.3861 4.2993 0.9251 0 2.2883 2.8189 1.2931
+HIST1H4E 15.8501 4.4289 0 6.9713 1.6766 2.0056 6.2163 0.34 3.6998 11.1396 1.9084 0.6068 0.5656 0.3861 3.7619 3.7003 2.2311 2.2883 2.8189 1.2931
+HIST1H4F 0 0 0 0 0 0.4011 0 0 0 0 0.6361 0 0 0 0 0 0.4462 0.7628 0.4698 0
+HIST1H4G 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HIST1H4H 139.289 59.1867 35.5503 127.808 9.5006 16.0449 125.155 10.1994 72.9387 335.079 15.9033 15.7767 31.1086 33.594 99.9597 12.951 93.7082 45.0038 229.269 3.0172
+HIST1H4I 0 0.8053 2.37 1.5492 0 0.8022 1.6577 0.68 0.5285 2.6735 1.2723 1.2136 0.5656 1.5446 1.6123 0 3.5698 2.2883 1.4094 0
+HIST1H4J 2.8818 9.6631 94.8008 144.849 78.2399 5.2146 17.8201 27.5384 17.9704 42.3304 110.051 28.5194 1.6968 41.3167 88.6739 236.818 24.0964 54.9199 72.8212 0
+HIST1H4K 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HIST1H4L 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HIST2H2AA3 2912.1 495.638 293.29 1811.77 77.6811 192.94 805.636 154.691 670.719 4724.96 260.178 628.641 882.353 724.394 986.162 234.043 2093.26 942.792 337.327 79.7414
+HIST2H2AB 0.4803 1.2079 0 2.3238 0 0.4011 0 0.68 0.5285 1.7823 0 0 0.5656 0 1.0748 0 1.3387 0 0 0
+HIST2H2AC 186.359 6.0395 11.2576 62.7421 19.56 40.9146 16.5769 20.3988 20.6131 22.7247 26.7176 17.5971 32.8054 3.4752 34.3947 37.0028 13.3869 13.73 6.1076 12.069
+HIST2H2BA 28.3381 31.8078 21.3302 24.0124 8.9417 18.0505 10.3605 27.5384 20.0846 21.8336 7.6336 15.7767 2.2624 40.5445 46.7553 1.8501 71.8429 26.6972 31.0078 21.5517
+HIST2H2BE 6520.17 1302.91 709.821 864.446 79.3577 614.12 937.422 391.317 753.171 2437.34 150.127 846.481 687.783 881.938 2121.19 285.846 2728.69 662.853 800.564 95.6897
+HIST2H2BF 161.724 242.371 63.9905 268.009 48.0617 92.1781 52.5694 138.858 118.922 159.073 125.197 114.684 44.6833 365.472 489.05 31.4524 290.942 263.921 53.4273 131.465
+HIST2H3C 2.4015 8.0526 1.7775 8.5205 0 2.8079 2.901 1.3599 3.1712 26.735 1.2723 1.2136 2.2624 0.3861 2.1497 0 4.0161 3.0511 0.4698 0
+HIST2H3D 2.8818 7.65 1.7775 3.0984 0 1.6045 0 2.7198 1.0571 3.1191 0 0.6068 0.5656 2.703 5.9116 0 0.8925 2.2883 1.8793 3.0172
+HIST2H4A 409.222 576.567 92.4308 136.328 82.7108 81.8291 615.417 84.9951 96.1945 4182.24 69.9746 210.558 360.294 115.455 243.45 70.3053 290.495 241.037 127.79 27.1552
+HIST3H2A 168.108 487.585 201.452 123.16 180.511 359.808 78.7402 239.006 177.061 40.9937 111.959 563.107 393.665 184.574 766.358 312.673 455.154 294.432 52.1494 63.3621
+HIST3H2BB 4.3228 15.3 7.7026 6.1967 5.5886 8.8247 2.4865 3.7398 6.871 2.6735 2.5445 9.1019 3.9593 7.3366 15.5851 12.0259 13.8331 9.1533 2.8189 0.431
+HIST3H3 0 0 0 0.7746 0 0.4011 0 0 0.5285 0 0 0.6068 0 0 0 0 0 0.7628 0 0.431
+HIST4H4 22.5744 16.1052 24.2927 17.0411 3.912 2.8079 11.6038 9.5194 28.5412 10.2484 8.2697 23.665 8.4842 9.2673 22.5715 2.7752 32.1285 9.1533 7.0472 4.7414
+HIVEP1 586.455 421.957 528.514 404.338 382.817 434.416 268.545 422.935 577.696 196.948 307.888 189.927 246.041 283.039 582.561 234.968 270.861 192.982 309.138 241.379
+HIVEP2 745.437 800.832 226.337 246.321 473.911 251.103 1272.69 583.746 561.839 360.922 210.56 436.893 349.548 211.603 111.783 480.111 215.975 509.535 742.307 582.328
+HIVEP3 135.447 265.333 129.759 123.16 33.5314 239.872 106.092 407.636 107.294 194.72 279.262 70.3883 241.516 154.069 386.941 103.608 153.057 342.487 146.582 151.293
+HJURP 19.6926 96.6313 30.8103 415.957 6.7063 935.419 292.167 44.8774 385.307 1236.05 204.835 14.5631 493.778 14.6732 277.308 29.6022 240.964 57.2082 112.755 592.241
+HK1 838.617 3199.3 2962.52 2453.91 1545.24 928.600000000001 2634.07 3017.66 1235.2 4489.7 2116.41 2777.91 2185.52 2109.08 1773.48 1612.4 2563.59 1636.92 1292.93 2076.29
+HK2 153.218 27.3789 1886.54 474.826 7752.46 20.4573 1946.95 16.999 5572.94 1363.48 255.089 2972.69 193.439 33.9801 34.3947 5174.84 1146.81 115.179 1045.34 282.759
+HK3 36.5034 19.7289 12.4426 113.865 177.716 14.8416 600.497 10.8794 48.6258 233.04 31.8066 27.3058 69.5701 6.1782 31.1702 10.1758 28.5587 50.3432 22.0813 4.3103
+HKDC1 0 3.6237 4.74 6.1967 18.4423 8.8247 13.6759 1.6999 17.9704 4.0102 1.2723 10.3155 1.6968 0.7723 6.449 0 1.7849 3.0511 10.8057 3.4483
+HKR1 386.647 441.283 1091.99 1530.6 631.508 721.62 622.876 1079.44 1065.54 363.596 1075.7 842.233 666.855 1017.09 1473.6 765.957 882.195 942.792 443.505 578.448
+HLA-A 25050.4 9378.86 35415.8 24167.3 25626.8 12959.4 22755.8 8983.89999999999 49208.5 46041.7 62746.6 11878 22726.2 21295.4 2571.01 52328.4 10993.6 112862 71403.5999999999 6305.98
+HLA-B 6686.58 7261.4 20846.9 11582.5 24507.1 11121.9 33366.7 5547.48 61802.9 51884.8 46396.8 11497.6 16775.8 11231.5 9244.8 18610.6 21439.5 85295.4 112341 3785.88
+HLA-C 3774.04 4673.77 13155.8 4772.25 12441.2 9858.41000000001 23558.7 3532.03 46356.7 28076.8 29145.2 6464.75 21332.3 9613.33 3941.81 22222.9 20018.3 34815.2 64791.3 8185.24
+HLA-DMA 604.707 239.968 545.104 763.749 3245.84 442.84 3281.39 140.412 556.554 3242.06 1057.25 1350.73 1207.58 407.761 420.261 1234.04 668.452 2000.76 497.064 334.914
+HLA-DMB 556.676 269.762 201.452 195.972 1490.47 2152.03 2169.91 127.833 245.772 859.976000000001 447.837 1177.79 2520.36 389.613 431.546 493.987 267.738 1158.66 241.015 517.672
+HLA-DOA 164.745 134.076 20.7377 49.574 282.781 12.8359 1143.8 70.7159 50.74 274.479 134.224 777.913 60.5204 35.5247 133.28 411.656 37.037 786.423 67.1835 6.8966
+HLA-DOB 3.3622 3.6237 0 63.5167 4.9906 2.848 23.8293 3.3998 1.3002 14.0671 5.1908 42.6881 3.7783 1.4287 3.7619 15.7262 8.6881 83.1426 0 0
+HLA-DPA1 3979.83 1232.45 1790.55 927.188 5199.14 196.952 7614.17 721.438 608.88 5821.54 3372.14 10316.1 4414.59 506.613 1140.4 6287.7 1004.91 12313.5 1234.67 223.276
+HLA-DPB1 1895.29 735.203 492.964 640.589 2885.28 198.155 6553.67 555.188 447.674 3707.25 1752.54 4401.09 1463.8 310.068 712.616 2719.7 576.528 8193.75 1032.18 95.6897
+HLA-DPB2 1.4409 0.4026 18.3676 0.7746 8.3829 0.8022 22.3788 1.3599 0 1.3367 0 4.2476 0 1.1584 2.1497 1.8501 1.7849 19.0694 4.2283 0
+HLA-DQA1 589.817 329.754 63.9905 199.071 293.4 6.8191 935.35 135.312 94.6089 1811.3 214.377 1514.56 51.4706 40.5445 243.988 693.802 105.756 2141.88 36.1757 27.1552
+HLA-DQA2 14.8895 46.3025 3.555 34.8567 139.155 6.8191 1004.14 23.7986 20.0846 82.4329 82.6972 470.874 44.6833 16.9901 56.4289 264.57 27.6662 563.692 65.3042 0.431
+HLA-DQB1 1563.4 167.092 388.091 1273.43 1714.01 38.1067 2895.15 412.396 139.006 4241.51 174.3 3202.06 213.801 60.6236 584.711 2672.53 253.905 6482.84 111.346 24.569
+HLA-DQB2 2.8818 2.4158 4.1475 10.0697 11.736 2.0056 230.419 10.1994 3.6998 4.9014 35.6234 112.864 19.2308 0.3861 4.2993 66.605 20.5266 178.49 12.2152 0
+HLA-DRA 6009.61 2627.97 1558.88 2398.92 18986 1274.77 23581 1533.99 1910.68 11941.6 5021.63 16551 7501.7 1176.56 2460.84 9871.42 1819.72 22675.8 2514.45 249.569
+HLA-DRB1 3489.79 1202.97 864.447 981.967 13644.4 342.96 9375.72 695.549 413.679 10017.8 2647.7 7338.17 1149.3 511.154 1221.65 4836.9 966.109 7931.38 1058.03 134.914
+HLA-DRB5 1869.36 138.102 303.363 140.201 13161.2 194.946 2648.15 417.496 80.1321 1559.54 263.995 4497.83 307.076 107.346 888.889 3372.67 113.342 6646.71 223.148 28.8793
+HLA-DRB6 48.1508 87.4594 53.3432 145.84 274.874 19.655 1188.32 31.3292 77.5476 539.401 258.791 395.188 157.879 54.1519 40.2042 337.132 78.0678 461.571 190.284 6.8966
+HLA-E 2222.86 3505.7 6625.39 2695.58 6029.5 5508.62 10694.2 3587.47 14119.5 9552.41 8568.7 4979.37 3906.11 2750.84 3157.33 7077.71 3046.41 10441.6 20791.6 1476.29
+HLA-F 497.997 563.598 715.171 1620.75 1205.34 561.889 1094.35 469.717 3107.25 4443.23 2529.59 737.069 813.682 741.851 212.839 741.637 578.269 3623.7 6925.5 143.263
+HLA-G 15.7733 11.7568 2983.26 89.8528 52.309 95.8444 45.5864 14.2792 786.369 233.744 37.6018 20.2245 115.95 119.498 14.5103 15.6059 56.2249 113.417 755.931 10.4267
+HLA-H 1093.18 599.114 2735 984.508 1655.89 1306.46 2236.22 555.868 4310.25 3411.83 5203.56 726.942 1706.45 1307.46 205.294 2412.58 957.162 5410.37 6350.01 379.741
+HLA-J 43.3045 10.3879 5.925 3.0984 82.9343 32.9162 24.0365 11.5593 8.0285 3.3062 44.4593 31.96 5.0905 29.9373 2.6871 13.0712 4.4623 205.423 10.8057 4.2284
+HLA-L 24.976 30.5999 163.531 40.2789 27.384 38.5078 94.9026 20.7388 34.8837 28.0717 22.9008 24.2718 36.1991 36.6831 10.7484 9.2507 19.1879 128.909 62.4853 46.1207
+HLCS 875.120000000001 1134.21 1400.09 333.85 589.035 848.777 211.355 583.746 616.808 493.706 622.774 410.801 437.217 545.612 780.868 606.846 1018.3 771.93 741.837 484.052
+HLF 1113.35 1679.37 273.737 54.9961 376.669 26.4741 18.2346 649.362 38.055 1.7823 121.501 1552.18 442.308 1324.84 94.5855 3573.54 1016.06 94.5843 489.547 2271.98
+HLTF 1622 2994.36 1111.54 1011.62 991.412 801.043 438.873 1373.86 849.894 1468.2 1112.6 2234.22 1281.11 1001.64 927.045 813.136 1699.69 720.061 2000.94 1507.33
+HLX 106.628 80.9287 126.204 229.28 200.63 204.974 1087.44 251.245 229.387 228.139 277.99 172.33 492.647 147.118 212.817 336.725 203.927 234.935 185.577 55.6034
+HM13 2189.91 4044.47 4646.36 3522.37 4137.75 3420.16 5305.04 3968.98 4296.88 6172.24 5586.9 3771.12 7623.67 8738.18 10685.8 5216.34 6291.91 5716.8 3078.58 3105.46
+HMBOX1 95.1009 154.61 80.5807 77.4593 49.1794 105.897 39.7845 201.268 81.3953 37.429 174.936 200.243 67.3077 132.831 75.7759 219.241 61.1334 74.7521 101.01 142.672
+HMBS 431.316 335.794 286.18 298.993 467.763 1091.46 620.39 410.356 292.283 845.717 230.916 545.51 691.742 274.544 333.736 227.567 402.945 406.56 504.581 736.207
+HMCN1 66.7627 304.389 188.417 32.5329 44.7085 71.3999 836.303 275.724 79.8097 10.2484 67.43 21.8447 46.9457 52.9009 66.6398 81.4061 72.2892 29.7483 71.4118 17.2414
+HMG20A 685.399 858.408 593.69 517.428 755.015 476.935 837.132 972.004 1119.45 832.349 724.555 498.18 612.557 599.286 796.453 622.572 597.501 1244.85 1085.27 678.017
+HMG20B 1721.42 831.432 2088.58 4711.08 1264.13 2897.31 1399.09 2400.26 3039.64 1504.73 2206.11 1652.91 1609.73 1788.2 2588.2 1779.83 2286.03 1650.65 877.144 1512.5
+HMGA1 157.06 112.551 20.2459 73.6251 140.815 213.389 601.977 36.3439 138.25 1443.39 167.487 192.13 240.073 67.5857 91.7748 37.1785 51.8206 185.423 137.646 203.513
+HMGA2 21.1335 351.899 1.185 28.66 0.5589 823.105 1015.75 61.1964 37.5264 23.1703 0.6361 1.8204 423.642 67.5741 2.1497 8.3256 86.5685 5.3394 5.6378 2490.09
+HMGB1 4800.19 2877.6 4386.31 4295.12 3563.27 2993.58 3884.38 3242.39 3863.11 5394.68 3526.08 2528.52 2674.77 2621.87 5303.24 3123.03 3630.52 3414.19 5361.99 5208.62
+HMGB2 1368.4 981.21 653.533 7359.41 907.583 1832.73 3032.74 935.285999999999 4205.07 4229.03 2369.59 1273.06 1817.87 985.037 1547.23 1082.33 2248.55 2050.34 1522.2 1481.9
+HMGB3 1061.96 472.285 1627.61 3742.84 78.2399 873.245 543.721 480.732 2753.7 6078.2 1368.32 1302.79 695.136 792.355 1002.82 2129.51 1411.87 618.612 1421.19 708.621
+HMGB3L1 0.4803 0 0 1.5492 0 0 0 0 0 0 0 0 0 0 0 0 0.4462 0.7628 0 0
+HMGB4 0 0 0 0 0 0 0 0 0.5285 0 0 0 0 0 0 0 0 0 0.9396 0
+HMGCL 981.268 1165.21 1371.65 695.585 2605.39 982.752000000001 974.72 1207.95 1192.39 969.589 888.041 2215.41 2183.26 1214.02 2167.94 975.948 1340.47 1252.48 2243.36 495.259
+HMGCLL1 0 0 0.5925 0 1.1177 0 0 0.68 2.1142 0 0 3.6408 0 0 0 5.5504 0 0 0.9396 0
+HMGCR 9138.33 6705 19344.7 3789.31 16240.4 24004.4 514.712 7805.27 23114.7 554.305 7787.53 3023.06 21921.4 9722.56 5847.1 1424.61 8422.58 4913.04 26234.4 23109.5
+HMGCS1 7525.46 2207.22 18560.8 561.58 8534.3 38553.1 973.063 7779.43 31988.9 265.122 3692.11 2569.78 35149.9 9839.17 1279.05 665.125 10264.6 7138.83 48412 69209.0999999999
+HMGCS2 0 10.4684 5.3325 0 695.777 0.4011 0.4144 0 31.7125 0 0.6361 49.7573 0.5656 0.3861 5.3742 0 0.8925 0 324.642 0.431
+HMGN1 3817.48 2624.34 3345.28 2951.2 1975.56 2920.18 1276.42 4045.42 2262.16 3663.14 4026.08 956.311 2940.61 1185.83 2486.63 3662.35 4922.36 3299.01 2709.89 1302.59
+HMGN2 5708.93 4268.28 5344.99 8213.01 3597.36 7990.37 7581.43 8124.51 9295.45 13253.4 7998.09 4084.34 14531.1 4398.11 9662.22999999999 5427.38 8846.94 3886.35 4765.33 4831.03
+HMGN3 5657.97 991.263999999999 1733.07 2343.91 2032.54 1970.28 1338.16 3701.66 5527.45 1499.35 3611.31 1277.31 2835.96 3492.97 3990.84 4986.11 2305.66 1983.98 3914.47 4665.44
+HMGN4 1066.28 1647.16 1362.17 1018.59 2109.68 2430.81 1023.21 1676.1 2598.84 1873.23 2272.26 1159.59 1253.39 1212.86 909.311 1367.25 1309.24 1491.99 2189.8 1643.53
+HMGN5 461.575 132.868 582.515 1042.6 126.302 780.586 177.373 604.145 1025.37 36.0922 1382.95 1082.13 194.005 935.611 590.085 783.534 1142.79 1008.39 1426.36 650
+HMGXB3 999.52 1668.1 2319.66 2413.63 1053.44 1951.87 1788.23 1427.24 2248.41 1381.75 1942.11 1760.32 1574.66 2232.65 2011.55 1265.49 1985.72 2157.13 3249.71 1403.02
+HMGXB4 270.413 339.015 337.728 287.374 195.6 291.616 321.177 239.006 469.345 599.755 215.649 272.452 141.403 284.197 262.26 178.538 652.387 288.329 560.489 468.966
+HMHA1 399.616 154.207 482.891 740.511 1174.72 389.892 1556.98 516.09 544.398 826.557 355.598 702.063 321.833 697.751 605.67 413.506 374.386 1042.72 220.343 457.759
+HMHB1 0 0 0 0 0 0.4011 0.4144 0.34 0.5285 0 0 0 1.1312 0 0 0 0 0 0 0.431
+HMMR 8.6455 57.5761 103.688 89.8451 27.9428 188.921 194.356 59.4965 647.981 757.482 227.099 51.5777 120.475 40.1583 357.915 30.5273 356.537 108.314 385.248 602.151
+HMOX1 506.724 453.362 171.826 528.273 4602.74 802.246 8999.17 92.1346 967.758999999999 2282.72 381.679 2066.14 1108.6 1002.03 2490.39 429.232 688.086 2485.89 659.62 200.431
+HMOX2 1104.71 492.417 3166.94 1418.28 1691.66 1405.54 915.458 1302.8 2056.55 725.855 1512.09 1796.72 2059.95 2297.52 2213.15 1617.02 2398.48 1470.63 1154.33 1327.16
+HMP19 1.9212 3.221 4.1475 178.156 2.7943 2.8079 4.1442 1.6999 16.3848 0 8.9059 5.4612 0.5656 10.0396 4.2993 0 0.8925 2.2883 38.9946 5.1724
+HMSD 0 0 0 0 0.5589 0 0 0 0 2.2279 0.6361 0 0 0 0 1.8501 0 0 0 0
+HMX1 27.8578 0.8053 4.74 367.157 0 102.286 0 138.032 7.3996 0 1.2723 0 67.3077 13.1287 0.5374 2.7752 10.7095 0.7628 0.4698 1.2931
+HMX2 14.4092 53.5498 10.0726 92.9512 49.1794 116.326 0.4144 57.7966 10.5708 0.4456 41.9847 0 139.14 7.3366 107.484 1.8501 40.6069 26.6972 18.3228 134.914
+HMX3 30.2594 164.273 37.9203 15.4919 24.5897 125.15 0 177.81 30.1268 0 42.6209 0 54.2986 81.0889 180.572 0 35.2521 7.6278 3.7585 94.3966
+HN1 765.61 1180.11 898.83 2147.95 475.587 1555.15 1325.32 478.692 955.074 4286.96 1216.92 693.568 3733.03 2024.13 1342.47 831.637 792.503 1054.16 660.089 2297.41
+HN1L 1878.48 1187.75 1610.43 1635.17 813.136 1885.27 1079.15 1364 1758.99 3049.57 946.565 680.218 2872.17 1025.97 1798.74 942.646 2690.76 848.97 939.628999999999 2798.71
+HNF1A 14.4092 12.8842 33.7728 30.2091 10.0594 24.8696 24.4509 42.4975 34.3552 13.3675 18.4478 24.2718 30.543 21.6237 56.4289 24.9769 38.3757 25.1716 18.7926 31.0345
+HNF1B 7.2046 0.4026 1.185 0.7746 0 0.8022 0 0.34 0.5285 0 0.6361 0.6068 2.2624 0 0 0 0 0 0 0.431
+HNF4A 0 18.1184 5.3325 3.0984 64.8274 27.2764 10.775 0 15.8562 0 3.8168 6.6748 6.2217 45.5642 9.6735 1.8501 3.1236 7.6278 10.8057 1.7241
+HNF4G 0 0 0 7.7459 2.2354 0 2.4865 4.7597 2.6427 0 0 2.4272 0.5656 2.3168 6.449 0 0 0 0.9396 0
+HNMT 64.3612 72.0708 26.6627 53.4469 323.578 35.7 986.324 357.659 47.5687 723.182 678.753 221.481 49.2081 292.306 76.3133 440.333 48.639 126.621 792.577 12.931
+HNRNPA0 3236.31 2680.71 4808.77 3730.44 3988 3170.88 3337.75 5484.22 4307.08 3273.7 5400.76 3044.3 3569 4632.11 4935.11 4989.82 4486.84 3961.86 3439.98 4368.97
+HNRNPA1 5237.75 4633.87 7906.98 8285.05 4702.22 9785.8 4706.17 8812.97 9993.12999999999 8108.28 12643.1 4376.82 11031.7 5670.05 11054.1 10827.9 8861.67 5736.08 3606.77 5806.03
+HNRNPA1L2 1713.26 2039.32 2554.29 1934.16 1395.47 3419.98 1526.32 2748.74 3577.7 2882.48 3549.62 1387.74 2545.81 1809.44 3596.94 2923.22 2603.75 1725.4 1464.88 2259.48
+HNRNPA2B1 17671.5 10031.5 13729.5 16417.5 13050.4 15601.3 12443.4 11345.1 15744.2 20845.7 15257.6 10474.5 11423.1 12651.4 13562.8 11413.5 16071 17432.5 12557.7 19034.1
+HNRNPA3 5530.74 3666.75 2781.81 3524.4 3553.77 2210.99 4852.47 3500.44 3190.8 8551.63 3786.26 1865.9 3330.32 2223.38 4206.37 2483.81 3937.53 3830.66 1945.03 4059.05
+HNRNPA3P1 115.274 59.5893 43.8454 64.2912 54.768 30.8865 93.6593 69.016 72.4101 261.112 62.9771 27.3058 58.2579 32.0494 96.7352 37.0028 58.9023 77.0404 36.1757 92.6724
+HNRNPAB 3022.36 1622.84 4706.47 7201.93 1410.88 3998.7 2834.8 4395.57 4110.64 6529.52 7993.68 2823.59 3791.18 8220.08 9060.16 4340.89 7117.51 5567.87 3288.17 2540.77
+HNRNPC 11467.8 8637.22999999999 10697.1 12995.4 7874.29 9179.3 8370.08 14459.4 11102.5 13578.7 11396.3 6492.72 11189.5 7451.68 13542.9 10634.6 10802.8 9909.23 8791.64 9772.84
+HNRNPCL1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HNRNPD 5379.44 2887.67 2755.74 5347.79 2973.68 3190.93 3573.15 4065.82 5880.55 4926.81 5233.46 3603.16 4178.73 2656.24 1402.12 4823.31 5688.53 4498.86 3290.11 3431.47
+HNRNPF 4899.61 3442.75 2251.61 2533.69 2363.18 3386.11 3067.69 2555.17 2479.9 6301.88 2524.53 2691.15 2230.2 1940.74 2794.17 2608.54 2872.3 3443.17 2362.53 2636.82
+HNRNPH1 2979.35 3850.76 3951.41 6299.77 4164.04 4827.92 3661.83 3719.38 3669.13 4315.92 4767.18 3111.04 4348.98 3833.57 5567.65 2493.99 4760.37 2141.11 2455.25 5819.83
+HNRNPH2 3244.96 2230.17 2938.23 1965.14 1599.45 1416.77 1666.39 2318.67 3076.64 1540.38 3494.91 2927.18 966.629 2869.39 2229.75 3324.7 2813.92 3021.36 4955.13 2070.69
+HNRNPH3 3361.19 3053.95 1784.62 2914.02 3044.09 2385.48 2456.69 3025.48 2621.56 3158.29 3120.87 2324.03 2502.26 2156.58 2830.58 2782.61 2783.13 2965.68 1858.59 3545.26
+HNRNPK 13552.8 10784.1 12016 15570.1 9800.67 12104.7 8993.37 15141.7 12314.5 14521.1 11943.4 9307.04 8444 14482.1 15770 12004.6 16691.2 9643.02 12386.7 15457.8
+HNRNPL 5685.4 3323.31 4954.53 8173.51000000001 5469.53 6375.05 5633.38 5367.95 6755.81 7664.92 7125.32 3811.29 6453.62 4797.37 5041.52 4387.6 6247.21 6326.47 5135.54 7079.31
+HNRNPM 2136.89 3312.44 3331.06 2542.99 4143.36 4135.18 5314.96 3886.99 3753.17 3942.52 3625.95 3230.58 4876.13 3626.99 4975.41 2669.75 5814.37 2839.05 2745.6 4797.41
+HNRNPR 1853.03 2311.1 1683.31 1363.28 1507.24 3470.12 2391.63 2316.63 2551.8 2766.18 1291.98 1438.71 2022.06 1503.23 2711.27 1341.35 1983.49 1452.33 1525.02 2450.86
+HNRNPU 8810.76 11938.8 8020.15 5648.33 7715.58 8287.2 6264.82 9602.06 6205.6 12526.7 7131.04 5143.81 7162.9 7722.37 9982 8601.3 8141.01 7494.28 5651.87 11976.3
+HNRNPUL1 3284.34 4666.49 5812.47 6117.74 3758.87 4662.25 3506.42 6716.99 4780.13 6309.46 5286.26 3371.36 3547.51 4297.71 6085.18 5088.81 4755.91 3849.73 2212.36 3942.67
+HNRNPUL2 2983.9 2375.74 1830.46 1151.32 1890.19 2736.4 2224.7 1588.57 1923.62 2865.35 1777 1309.8 1715.71 1379.46 1265.24 1426.45 1588.5 2106.99 1553.49 2050.66
+HNRPDL 3332.37 4004.56 2982.08 3205.27 3666.1 2853.59 4639.87 5946.25 5180.76 1884.37 5360.05 3747.57 3351.81 3809.63 2415.16 3770.58 6001.34 3637.68 2376.79 4895.26
+HNRPLL 512.488 831.834 533.847 273.431 482.293 719.615 579.776 726.198 479.915 479.893 484.097 533.374 420.249 524.761 324.6 400.555 489.514 498.093 523.843 954.741
+HOMER1 109.03 18.9236 114.353 51.1232 68.7394 11.6326 416.08 124.093 124.736 44.5583 121.501 30.3398 96.7195 91.1285 62.8779 50.8788 182.508 117.468 60.6061 160.345
+HOMER2 99.9039 703.798 96.5783 167.312 292.282 446.049 35.6403 48.2772 179.175 87.7799 167.939 98.301 454.751 101.94 178.96 217.391 197.233 384.439 370.684 317.241
+HOMER3 410.183 1113.82 769.699 1285.84 505.765 1372.14 2148.81 693.611 839.345 363.596 661.52 805.825000000001 651.584 1114.01 1799.29 1155.41 760.821 692.624 185.577 795.5
+HOMEZ 94.1402 215.005 383.351 376.452 136.92 619.735 205.553 738.777 441.861 384.538 356.234 358.01 657.24 174.92 217.117 430.157 336.457 209.001 315.715 446.983
+HOOK1 242.555 372.433 372.093 183.579 401.818 109.507 0 33.3181 149.049 4.9014 168.575 241.505 37.8959 149.049 23.6464 163.737 82.1062 128.909 469.814 197.414
+HOOK2 176.273 700.98 415.346 536.793 172.687 347.774 275.176 387.238 440.803 118.079 211.196 459.952 313.914 244.039 230.552 171.138 352.521 328.757 115.574 275.431
+HOOK3 1026.42 637.766 604.355 911.696 653.862 415.163 761.293 1205.57 576.11 440.682 811.069 861.65 304.864 483.83 468.628 784.459 385.096 877.956 444.914 900.862
+HOPX 453.41 98.2418 1101.47 83.6561 23.472 36.1011 126.399 45.8973 51.797 208.533 77.6081 169.903 82.0136 75.2968 53.2044 501.388 76.7515 955.759 54.9683 15.5172
+HORMAD1 0 0 1.185 0 0.5589 0 1.2433 0 0 0.4456 1.9084 1.2136 0 0 0 0 0 0.7628 0 1.7241
+HORMAD2 0 0 0.5925 0.7746 0 0 0 0 0 0 0 0 2.8281 0 0.5374 0 0.8925 0 0 0
+HOTAIR 208.934 1.2079 1.7775 106.894 0 16.446 2.0721 20.0588 20.0846 8.9117 11.4504 0 4.5249 0.3861 0 0 170.906 0.7628 0 13.3621
+HOXA10 1027.86 252.449 409.421 364.059 51.4148 933.414 234.148 480.052 346.195 178.679 405.216 5.4612 239.819 727.483 377.805 15.7262 809.46 658.276 264.036 829.31
+HOXA11 1073.97 170.715 109.021 242.448 26.2663 264.741 31.0816 188.349 209.302 58.3714 175.572 0 364.253 386.138 190.246 7.4006 460.062 218.917 101.95 392.241
+HOXA11AS 303.074 227.889 90.6532 366.383 39.12 146.009 7.4596 83.6351 161.734 24.0615 274.173 0 367.081 152.911 194.545 4.6253 295.85 133.486 94.4327 303.017
+HOXA1 30.7397 10.0658 33.1803 23.2378 49.7382 38.9089 87.8574 7.4796 57.611 100.702 41.3486 1.8204 31.6742 29.3465 6.9864 11.1008 18.2954 50.3432 41.3437 38.7931
+HOXA13 258.405 74.084 289.735 124.71 12.2948 130.766 10.3605 257.705 93.0233 8.9117 251.272 0 155.543 262.574 22.0341 39.778 170.906 344.012 32.887 376.293
+HOXA2 6.244 2.4158 4.1475 6.9713 3.3531 1.6045 68.3796 3.7398 2.1142 28.0717 19.084 1.8204 4.5249 6.5643 0.5374 9.2507 8.0321 22.1205 25.8398 1.7241
+HOXA3 62.44 14.4947 52.7329 51.8978 13.4126 24.8696 213.427 23.7986 65.0106 131.001 47.7099 4.2476 39.0271 79.1582 16.1225 62.9047 68.7193 80.0915 47.9211 56.8966
+HOXA4 391.364 78.4928 360.018 124.601 58.1211 113.919 179.424 101.981 162.014 236.337 134.122 29.0959 123.841 186.802 136.493 192.414 153.485 139.489 129.594 81.8879
+HOXA5 253.602 43.4841 341.875 122.386 96.1234 289.21 56.3614 118.993 153.277 55.6979 258.906 10.3155 122.172 490.395 141.878 374.653 173.137 1006.87 182.758 74.569
+HOXA6 0.4803 15.5697 82.9388 13.5476 1.3189 18.6763 0.8288 12.2393 11.9609 0.8912 22.6018 0 1.6968 19.5424 2.1497 13.876 13.8331 30.8924 22.5511 9.0474
+HOXA7 681.311 316.616 1162.67 459.225 42.4005 753.117 30.2528 238.064 1148.83 34.8491 398.569 10.807 650.526 810.322 823.77 443.904 868.527 813.265 1909.78 338.453
+HOXA9 851.585 103.476 194.342 287.374 48.6205 10.4292 9.1173 54.7368 179.704 4.9014 188.931 1.2136 635.747 394.633 242.375 7.4006 427.934 268.497 35.2361 381.897
+HOXB13 566.282 22.9499 34.9578 216.112 0.5589 563.177 16.5769 183.929 300.74 2.6735 31.1705 0 343.891 27.0296 10.2109 0 261.937 41.1899 59.6664 137.5
+HOXB1 0 0 0 0 0 0 0 0 0 0 0 0 0 0.3861 0 0 0 0 0 0
+HOXB2 595.101 525.03 29.6252 40.2789 210.13 35.2988 699.959 392.677 270.613 43.6671 333.969 600.728 51.4706 779.612 26.3335 179.464 419.902 633.867 34.7663 196.121
+HOXB3 342.94 262.515 149.904 383.424 71.5337 239.069 222.13 210.448 184.461 26.2894 256.361 154.126 99.5475 191.524 116.082 154.487 189.648 226.545 55.4381 171.983
+HOXB4 123.439 212.992 91.2457 111.541 38.0023 208.183 62.1633 154.351 102.008 19.1601 176.845 156.553 235.294 120.089 133.817 107.308 92.3695 154.844 96.312 11.2069
+HOXB5 122.478 39.0551 65.768 221.534 36.3257 207.381 82.0555 74.4557 94.6089 6.6837 45.1654 13.3495 195.136 51.3563 72.5514 26.827 103.971 48.8177 16.9133 90.9483
+HOXB6 313.16 105.087 109.613 392.719 48.0617 500.602 179.859 154.351 118.922 48.123 110.687 24.2718 222.285 149.049 155.314 86.9565 193.217 80.0915 47.9211 193.965
+HOXB7 1342.94 301.57 509.554 447.715 46.3851 632.17 575.218 496.031 631.078 83.3241 716.921 46.7233 1021.49 410.078 481.526 141.536 622.49 491.228 156.448 568.966
+HOXB8 222.863 30.5999 26.0702 6.1967 7.824 124.749 79.9834 57.4567 27.4841 4.9014 15.2672 1.8204 705.317 66.4157 11.8232 19.4265 118.697 82.3799 20.6718 52.1552
+HOXB9 674.352 59.5893 13.6276 3.873 3.3531 50.5415 414.422 357.999 164.376 2.6735 104.962 3.6408 755.091 414.326 22.5715 6.4755 524.766 456.14 26.3096 105.172
+HOXC10 790.586 12.8842 110.206 619.675 0.5589 526.675 35.6403 484.132 612.051 610.003 316.794 0 60.5204 140.168 469.703 33.3025 279.786 16.7811 4.6981 178.879
+HOXC11 201.729 1.6105 7.1101 358.637 0 131.167 55.5325 38.0778 99.3658 44.1127 34.3511 0 29.4118 0.7723 3.2245 0 189.201 0 0.4698 106.897
+HOXC12 1.4409 0.4026 0 3.873 0 4.8135 0 1.3599 1.0571 0 0 0 1.1312 0 0 0 7.1397 0 0 10.7759
+HOXC13 223.823 97.8392 24.2927 377.227 0 323.305 3.7298 385.538 168.605 15.1498 230.28 0.6068 56.5611 98.079 121.456 1.8501 496.207 16.0183 3.7585 699.138
+HOXC4 60.6628 24.3712 68.1084 175.492 4.4709 123.843 167.625 280.824 132.838 19.6057 185.808 52.7913 65.6109 103.871 65.2801 181.314 145.225 190.206 84.5666 77.1552
+HOXC5 30.6148 8.5921 18.6698 272.107 0.693 17.6334 91.4215 191.776 65.0476 28.3614 84.5865 32.3786 10.7466 25.4851 36.7218 36.0777 75.859 111.304 22.0813 10.0172
+HOXC6 306.902 40.722 160.29 2528.39 41.7801 280.104 405.271 1756.65 378.224 161.903 705.433 380.243 119.344 231.683 262.367 246.994 358.568 1660.35 78.9288 138.69
+HOXC8 60.0384 12.4815 49.7704 211.464 11.1771 23.2651 125.155 88.7348 40.1691 93.1269 109.415 23.665 12.4434 56.3761 28.4831 45.3284 91.477 193.745 27.7191 3.4483
+HOXC9 123.439 10.0658 61.6205 807.901 3.3531 213.799 119.768 352.56 179.175 77.0859 289.44 6.6748 53.1674 115.841 145.64 60.1295 148.594 72.4638 15.9737 105.603
+HOXD10 102.786 180.781 104.873 6.1967 155.362 66.1853 115.624 110.494 101.48 1.3367 54.7074 1.8204 355.769 89.1978 248.824 3.7003 78.9826 264.683 39.9342 20.6897
+HOXD11 0.4803 164.676 33.1803 0 0 1.6045 37.298 1.0199 15.8562 2.2279 10.8142 0 197.398 3.8614 1.6123 0 49.9777 9.1533 4.6981 7.7586
+HOXD12 0.4803 1.6105 0 0 0 0.4011 2.901 0 0.5285 0 0 0 0 0 0 0 0 0 0 0
+HOXD1 12.9683 11.6763 1.185 18.5902 8.9417 9.2258 307.501 3.3998 10.5708 3.1191 10.8142 6.068 28.2805 8.1089 4.2993 13.876 11.602 36.6133 6.5774 34.0517
+HOXD13 23.0548 22.9499 2.37 17.8156 0 62.5752 160.381 52.357 31.7125 0 1.9084 0 143.665 0 0 0 45.9616 2.2883 0.9396 50
+HOXD3 75.8886 130.05 34.3653 669.249 25.7074 150.421 77.9113 67.6561 89.3235 39.6569 283.079 3.034 51.4706 43.2474 17.1974 53.654 20.5266 221.968 56.8475 70.6897
+HOXD4 141.691 101.06 37.3278 247.095 48.6205 93.4617 35.2259 58.8166 42.8118 18.7145 173.664 10.9223 47.5113 62.5543 17.7348 35.1526 30.7898 260.87 26.7794 62.5
+HOXD8 754.563 765.4 226.337 371.03 704.159 551.544 586.407 433.815 473.573 27.6262 354.962 61.2864 729.638 413.167 395.002 485.661 387.327 913.806 557.67 794.397
+HOXD9 506.244 519.796 338.32 230.054 970.733999999999 483.353 196.436 685.74 405.92 18.7145 409.033 23.665 999.434 491.939 426.172 258.094 413.208 522.502 266.855 396.552
+HP1BP3 3345.82 3074.08 3323.95 2214.56 2888.73 2664.26 3154.99 2594.05 3300.74 4213.43 2326.34 2731.8 2114.25 2078.97 2963.32 2139.69 2498.44 2200.61 2550.62 3531.03
+HP 24.976 0.4026 45.6229 32.5329 44.7085 0.4011 24.8653 2.0399 36.9979 3946.98 17.1756 0 1.1312 0.7723 56.4289 22.2017 1.3387 10.6789 5.6378 0
+HPCA 1.4409 0.8053 17.1826 75.9101 5.5886 0.8022 25.2797 0.68 4.7569 4.4558 2.5445 1.2136 5.0905 1.1584 0.5374 8.3256 7.1397 3.0511 0 0.8621
+HPCAL1 3025.94 2511.21 2413.27 1668.47 485.647 2111.91 866.142 1381 1762.68 4658.57 1840.97 625.607 4050.34 1942.27 1720.27 677.151 1351.18 1099.92 2465.12 1394.4
+HPCAL4 1.9212 4.4289 9.4801 3.873 7.2651 25.6719 6.6308 20.7388 4.2283 1.3367 2.5445 2.4272 32.8054 189.594 15.0477 7.4006 10.2633 4.5767 47.9211 8.1897
+HPD 6.244 4.0263 657.68 0.7746 36.8845 40.5134 0.8288 0.34 27.4841 13.3675 2.5445 4.8544 1.6968 6.9505 1.0748 0.9251 0.4462 6.865 18.7926 141.379
+HPDL 18.732 26.9762 12.4426 230.054 8.9417 17.6494 9.5317 26.8584 12.1564 368.052 18.4478 40.0485 24.8869 18.1485 8.0613 7.4006 109.772 6.865 2.3491 5.6034
+HPGD 306.436 14.4947 11.8501 1208.37 135.802 6.418 22.3788 606.525 2016.91 8.0205 382.315 717.84 5063.35 1549.57 274.083 723.404 163.766 6.865 2407.33 2614.22
+HPGDS 13.4486 3.221 0 6.9713 296.194 6.8191 167.426 2.0399 11.0994 0.4456 10.8142 61.8932 12.4434 13.1287 18.8096 31.4524 7.5859 3.0511 11.2755 2.1552
+HPN 2.8818 2.8184 1.7775 2.3238 179.393 0.8022 29.424 0 0 10.694 1.2723 63.1068 1.6968 0.3861 0 3.7003 0.4462 0 1.8793 4.3103
+HPR 122.959 0.4026 44.4379 152.595 4.4709 0 0 4.7597 154.334 7.5749 21.6285 0 8.4842 0 12.3606 0 4.4623 25.1716 19.7322 0.431
+HPRT1 870.797 511.743 4426.01 1323.78 610.83 1225.03 799.005 568.447 1716.7 2682.41 1839.06 734.83 729.638 1533.74 867.93 1452.36 2575.64 913.806 1188.63 1172.84
+HPS1 1935.16 2605.82 1254.33 1866.77 1790.02 1030.49 1823.46 1611.85 1824 1394.68 2568.07 3833.13 453.054 1639.93 669.622 1502.31 1169.57 2369.95 1920.6 813.362
+HPS3 406.273 2103.7 1101.76 200.62 1029.78 1190.85 880.705 314.482 959.514 1905.66 418.06 1573.88 407.805 575.967 930.947 546.957 742.004 341.503 656.946 1076.18
+HPS4 553.794 973.963 671.9 851.278 450.438 271.56 526.316 381.458 817.653 454.94 254.453 733.01 272.624 601.216 618.568 266.42 1233.82 701.754 763.448 388.362
+HPS5 777.618 822.574 638.128 714.95 805.871 716.807 503.108 517.79 431.29 726.746 334.606 337.379 501.131 776.523 634.153 489.362 477.019 466.056 700.493 765.517
+HPS6 557.157 591.464 542.142 852.053 622.008 776.976 505.18 831.932 621.036 471.427 610.051 922.33 585.407 590.791 328.362 734.505 431.058 1028.22 535.119 606.034
+HPSE 35.0624 7.65 4.1475 3.873 277.193 21.6606 114.795 9.1795 7.9281 280.717 0.6361 8.4951 20.9276 4.6337 12.3606 11.1008 20.9728 3.8139 9.3963 1.7241
+HPSE2 0 0 0 0 0 1.2034 0.8288 0 1.0571 0 0 0 0 0 0 0 0 1.5256 0 0.431
+HPVC1 0 0 0 0 0 0 0 0 0 0 0 0.6068 0 0 0 0 0 0 0 0
+HPX 5.2834 11.6763 95.3933 68.9388 5.5886 2.4067 9.5317 4.7597 13.7421 3.1191 12.0865 6.6748 559.955 13.901 8.5987 1.8501 9.817 9.1533 19.7322 128.017
+HPYR1 0.4803 0 0.5925 0.7746 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HR 9.1258 32.2104 151.681 319.907 2.2354 5.6157 3.7298 673.161 2.1142 6.2382 19.7201 5.4612 4.5249 134.762 4.8368 23.1267 146.81 89.2449 1287.29 17.2414
+HRAS 1200.29 364.783 507.184 1292.8 561.092 566.386 1154.16 420.216 594.08 2351.34 771.629 594.053 999.434 444.831 459.492 623.497 590.361 569.031 367.395 859.914
+HRASLS2 1.4409 0 0.5925 0 1.6766 2.4067 0 0 1.5856 2.2279 0 1.8204 1.1312 0.3861 0.5374 0 0 0 0.9396 0
+HRASLS5 2.4015 0.8053 21.3302 6.1967 286.693 0.4011 0 0 3.6998 0.8912 0 17.5971 47.5113 0.3861 1.0748 1.8501 2.2311 3.0511 10.8057 0
+HRASLS 63.4006 148.973 93.6158 56.5453 30.7371 105.897 1.2433 47.9372 61.3108 0.4456 78.2443 138.956 118.213 135.534 21.4967 77.7058 178.046 205.95 110.406 7.3276
+HRC 52.8338 130.452 7.7026 54.9961 756.692 36.5022 50.9739 62.2164 79.8097 17.3777 63.6132 70.3883 49.2081 10.8119 7.5238 121.184 51.7626 62.5477 29.5983 4.7414
+HRCT1 54.2747 25.7683 7.1101 201.394 41.9143 10.0281 558.226 14.9591 12.1564 445.138 43.8931 34.5874 14.7059 25.0989 10.2109 74.9306 2.6774 9.1533 14.0944 6.4655
+HRG 0 0.4026 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0.9396 0
+HRH1 46.1095 100.658 55.6955 19.3648 94.4468 28.0786 1169.91 49.6371 37.5264 802.495 37.5318 43.6893 27.1493 34.7524 23.109 74.9306 63.8108 41.1899 39.9342 20.2586
+HRH2 1.4409 4.8316 10.0726 41.828 0.5589 6.0168 14.9192 11.5593 16.9133 1.7823 60.4326 2.4272 0.5656 6.5643 3.7619 3.7003 0.8925 25.1716 11.2755 1.2931
+HRH3 0.9606 35.4315 1.7775 17.8156 21.2366 0.4011 0.4144 9.5194 6.3425 0.8912 6.3613 2.4272 6.2217 92.2869 0.5374 0 528.782 20.595 23.9605 0
+HRH4 0.4803 0.4026 1.185 0.7746 0 1.2034 0.4144 0.34 5.2854 0 0.6361 3.034 0 2.3168 6.449 0 1.3387 0 0.4698 0
+HRK 1.9212 4.4289 1.7775 12.3935 0 27.6775 18.649 4.4197 3.6998 0 10.1781 3.6408 6.2217 1.5446 0 0.9251 3.1236 9.1533 0 0.8621
+HRNBP3 11.0471 1.2079 0.5925 23.2378 0.5589 1.2034 3.3154 14.9591 1.5856 4.9014 0 4.2476 0.5656 0.7723 1.6123 0 0 0.7628 0 0.431
+HRNR 12.9683 5.6368 12.4426 24.0124 0 6.8191 1.6577 6.1196 40.6977 34.3099 15.2672 2.4272 4.5249 27.8019 2.1497 5.5504 47.3003 31.2738 27.2492 1.7241
+HRSP12 648.895 152.597 1518.59 1014.72 4198.13 1316.89 280.564 1056.32 382.664 678.178 855.598 1789.44 1438.35 2326.48 1379.01 851.064 2988.4 1309.69 3916.84 1603.02
+HS1BP3 573.967 1107.64 1538.14 828.04 1595.54 1766.15 1600.5 771.415 1086.15 612.677 523.537 1304 1332.01 1193.17 2436.11 1279.37 863.454 829.901 1330.98 1415.52
+HS2ST1 3538.42 2311.22 1727.74 1127.81 1996.8 1553.15 1853.49 3132.58 2716.41 1634.84 1853.99 1923.54 1261.31 2075.01 2364.1 2614.25 2121.82 1680.73 2367.16 3085.25
+HS3ST1 55.7157 51.5367 83.5432 367.932 22.3543 330.927 43.0999 84.6551 67.6533 26.2894 73.7913 37.0146 129.525 159.475 79.5378 86.9565 1851.85 127.384 26.3096 133.19
+HS3ST2 24.0154 45.8999 20.7377 14.7173 81.5931 28.4797 111.894 1.6999 70.296 2.2279 17.8117 356.189 65.6109 37.0692 96.1978 1.8501 27.22 26.6972 69.0627 13.7931
+HS3ST3A1 0.9606 837.471 1.7775 10.8443 1.1177 0.4011 32.7393 24.4786 12.1564 90.4534 29.2621 496.966 0.5656 18.5346 2.6871 559.667 5.801 0 0.9396 0.431
+HS3ST3B1 0.4803 227.889 0.5925 0 0 2.8079 19.0634 11.2193 2.6427 6.6837 5.0891 49.1505 0 3.8614 2.1497 31.4524 3.5698 0.7628 2.3491 1.2931
+HS3ST4 7.2046 1.2079 4.1475 37.1805 0.5589 2.4067 0.4144 4.7597 7.3996 0 0 365.898 3.9593 4.2475 1.0748 1021.28 2.6774 5.3394 3.7585 0
+HS3ST5 0.4803 5.6368 2.9625 0.7746 0 0 0.4144 99.6142 1.0571 0 0 0 6.2217 9.2673 0.5374 9.2507 116.02 0 0.4698 16.8103
+HS3ST6 0.4803 0.4026 0 0 1.1177 0 0.4144 0 0 0 0 0 1.1312 0 0 0 5.801 0 0 0
+HS6ST1 706.052 3215.41 1505.55 1070.49 3839.35 3214.6 3660.17 1763.48 1113.11 1722.62 1146.95 1076.46 2018.67 1490.49 917.909 776.133 1756.81 1146.45 1752.41 3042.67
+HS6ST2 0.9606 1.6105 80.5807 5.4222 0 48.5359 651.471 29.5783 5.814 162.638 4.4529 129.854 162.33 13.1287 5.3742 43.4783 3.1236 0 5.6378 12.5
+HS6ST3 249.28 1016.64 181.306 177.382 497.941 0.8022 0.8288 113.553 156.448 0 275.445 700.85 0 114.297 117.695 99.9075 146.81 919.909 382.899 37.931
+HSBP1 3963.02 2974.63 4773.22 8281.95 2622.16 2970.72 1845.01 7042.69 6082.98 3095.91 6559.16 3708.74 4320.7 4952.99 6463.52 4295.1 8129.85 4952.71 4076.11 3259.91
+HSBP1L1 147.935 339.015 197.304 249.419 435.349 333.735 21.9644 6.4596 6.3425 290.966 101.145 209.952 123.869 135.534 452.506 82.3312 369.032 22.1205 454.31 121.983
+HSCB 114.313 109.113 275.515 233.153 234.161 150.421 262.743 84.3151 267.442 436.671 141.221 152.306 276.018 167.97 434.233 138.76 420.794 202.136 252.76 193.965
+HSD11B1 1.9212 51.9393 13.6276 1.5492 139.155 0.8022 533.775 0 5.814 8.4661 12.0865 479.976 3.3937 3.0891 69.8643 28.6772 27.6662 42.7155 0 5.1724
+HSD11B1L 288.665 201.718 296.845 377.227 238.073 182.912 194.364 313.122 143.235 62.3816 183.842 327.67 258.484 241.336 255.273 350.601 277.108 304.348 57.3174 231.035
+HSD11B2 242.075 201.315 34.9578 212.239 805.871 144.003 859.511 336.92 165.962 22.2792 195.293 35.1942 321.833 174.534 944.243000000001 90.6568 597.055 158.657 47.9211 406.034
+HSD17B10 2584.53 965.508000000001 3290.18 2995.35 1014.32 5081.43 2268.13 2564.47 3357.29 2904.31 3321.88 3987.86 2570.14 3569.07 2706.97 3377.43 3787.15 3257.06 2989.9 1343.97
+HSD17B11 1335.73 2081.2 1934.53 2650.66 4210.99 2312.88 1016.16 2326.14 3076.64 1285.51 1986.01 2212.99 2554.3 2772.47 3091.76 3121.18 5809.01 2658.28 5027.48 2448.71
+HSD17B12 3343.9 1091.93 1843.88 721.146 2553.98 1626.55 764.608 2981.97 1060.78 1668.26 2127.23 1499.39 8047.51 873.83 1074.3 800.185 1728.25 1808.54 4721.64 8649.57
+HSD17B1 129.712 49.3061 40.4681 233.695 53.0467 27.7657 62.3415 38.3804 40.0581 59.1913 62.0483 143.295 119.836 32.8449 58.3797 98.6772 58.2776 86.3844 14.1132 23.7069
+HSD17B13 7.2046 5.2342 8.2951 65.0658 20.6777 16.0449 6.6308 13.5992 38.5835 4.0102 17.1756 6.068 6.2217 21.2376 14.5103 22.2017 90.1383 37.376 36.6455 3.8793
+HSD17B14 523.055 827.405 378.018 944.229 229.69 1353.39 198.923 39.4377 162.262 117.188 2392.49 2604.98 421.946 984.651 220.341 1724.33 898.706 1136.54 1055.2 13.7931
+HSD17B2 2.4015 3.221 11.8501 2.3238 0.5589 4.4124 2.901 0 13.2135 297.649 5.7252 0 151.018 4.6337 4.8368 0 10.2633 3.0511 1.4094 52.1552
+HSD17B3 2.8818 2.0132 11.8501 109.218 46.3851 17.2483 24.4509 7.4796 33.8266 1.7823 56.6158 21.2379 332.579 56.3761 0.5374 52.729 4.9085 25.1716 0.9396 3.8793
+HSD17B4 2542.27 1706.35 6346.91 2763.75 4935.26 3314.88 1516.78 4128.72 3079.81 1803.28 5550.25 4172.33 2164.59 9680.07999999999 7776.97 3329.32 6457.83 2638.44 5946.44 3073.71
+HSD17B6 5.2834 26.171 13503.8 17.8156 5967.47 44.9258 21.1355 31.9581 27.4841 4.0102 743.639 89.8058 148.19 292.692 48.3676 15.7262 62.0259 1736.84 1426.83 18.5345
+HSD17B7 1334.77 258.891 1406.61 375.678 532.59 1756.92 130.129 391.997 906.977 124.763 400.127 169.296 3998.87 521.672 153.702 140.611 1754.57 1201.37 1477.1 2222.84
+HSD17B7P2 230.067 66.0314 51.5479 53.4469 52.5325 422.784 28.5951 69.356 161.205 6.6837 101.781 40.0485 415.158 64.485 11.2858 19.4265 119.59 180.778 190.745 470.259
+HSD17B8 420.749 258.891 361.428 116.189 447.644 574.408 40.1989 171.01 328.753 101.147 241.094 450.849 1375.57 110.435 102.109 508.788 278.447 257.818 979.093 1072.84
+HSD3B1 0 6.4421 36.1428 0.7746 61.4742 46.5303 0 0 51.2685 0 52.799 0 2.2624 6.5643 1.0748 0 0.4462 0 22.5511 57.7586
+HSD3B2 3539.39 782.311 14240.9 44.1518 22.9131 973.526 11.6038 174.07 7385.31 16.041 8743.64 48.5437 23783.4 28973.8 16413.3 76.7808 622.49 446.224 2725.86 9982.76
+HSD3B7 200.288 399.007 5700.49 2577.07 324.696 160.048 494.82 382.478 767.442 732.539 286.896 822.816 109.163 458.731 1890.64 2154.49 896.921 491.991 508.339 274.138
+HSDL1 2402.5 3376.46 1824.91 1322.23 1079.15 1411.15 603.813 1165.79 1366.28 531.135 1029.26 1378.64 3283.37 2443.48 1076.45 809.436 4521.2 759.725 1137.89 2721.98
+HSDL2 2394.33 1851.7 1705.82 2026.34 2861.35 3762.54 641.525 2093.6 1583.51 1519.44 1297.71 3131.07 4020.93 4122.79 3678.09 1637.37 9137.88 880.243999999999 2065.77 3317.67
+HSF1 3065.67 2337.26 1756.12 5069.9 2324.79 1308.6 2112.63 5086.23 2037.97 5035.8 3068.39 3232.31 1858.53 2972.39 1847.58 2388.46 3129.7 2980.39 1073.06 2465.89
+HSF2 1662.82 488.391 280.255 400.465 881.317 346.57 351.015 819.012 745.243 209.424 738.55 386.529 694.005 315.088 285.369 446.808 381.526 358.505 1313.6 934.052
+HSF2BP 79.731 4.0263 18.9602 11.6189 20.6777 20.8584 8.7029 11.5593 26.9556 72.6301 8.9059 7.2816 22.0588 10.8119 23.109 14.8011 50.4239 17.5439 53.089 4.3103
+HSF4 401.21 131.64 290.185 1611.53 197.427 36.2014 120.845 54.9374 205.492 228.709 149.892 243.459 31.6346 197.853 139.293 62.3959 257.697 220.427 34.4797 151.004
+HSF5 0.4803 0 2.9625 0.7746 12.8537 0.8022 0 0 0.5285 1.7823 0.6361 2.4272 1.1312 0.3861 0 0.9251 3.5698 3.0511 1.8793 0
+HSFX1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HSFX2 46.1095 10.871 35.5503 67.3896 12.2948 6.8191 55.1181 15.6391 39.1121 16.4866 31.8066 29.733 15.8371 33.594 20.4219 34.2276 48.639 24.4088 41.8135 2.1552
+HSFY2 0 0 0 0 0 0 0 0 0 0 4.4529 0 0 0 0 0.9251 0 0 0 0
+HSFYL1 0 0 0 0 0 0 1.2433 0 0 0 0 0 0 0 0 0 0 0 0 0
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+HSP90AA1 20979.3 18527.4 26035.8 14796.3 23790 19516.6 14150.4 26790.8 21372.1 25809.1 27401.4 14504.9 39113.7 19696.5 44898 18229.4 50994.2 23912.3 72333.6 16081
+HSP90AB1 24641.2 25364.5 30865.4 13708.8 55802.4 35085.8 12798.6 41845.8 38134.2 36413.5 50987.3 25072.2 34001.1 35617.3 40084.4 45840.9 28700.1 36629.3 48172.4 32024.6
+HSP90AB2P 9.1258 51.5367 12.4426 5.4222 58.68 28.8809 7.874 41.4776 48.0973 29.8541 25.4453 23.0583 14.1403 44.792 42.456 26.827 24.5426 25.1716 42.7531 37.931
+HSP90AB4P 1.9212 1.2079 0 0 1.1177 0.4011 0.4144 0.34 1.0571 0.4456 0.6361 1.2136 0.5656 0.3861 2.1497 0.9251 0 0.7628 0.4698 1.2931
+HSP90B1 11451.5 32413.8 27061.5 10653 18217.1 27183.7 18457.1 18050.9 14784.9 27007.2 18424.9 9709.95 25388 22914.6 15526.5 19947.3 17149.9 19740.7 13872.7 15314.2
+HSP90B3P 4.3228 22.1447 16.5901 4.6476 7.2651 13.6382 9.5317 11.5593 6.871 12.0307 12.0865 5.4612 19.2308 13.901 11.2858 12.951 8.0321 10.6789 13.1548 8.6207
+HSPA12A 158.501 945.376 3121.91 3489.54 979.117000000001 5282.79 477.828 536.489 1438.69 138.576 2959.92 1311.89 1550.34 3161.31 1848.72 1353.38 742.526 734.554 1136.01 1807.33
+HSPA12B 55.2354 159.844 21.9227 62.7421 397.347 103.49 2002.9 52.017 51.2685 21.8336 127.863 116.505 115.385 64.0989 61.2656 193.339 66.9344 73.9893 67.6533 19.3966
+HSPA13 696.446 2634.81 2247.96 449.264 723.161 1967.91 1044.34 1598.93 1063.42 1071.63 648.219 746.358999999999 1056 1068.83 1469.84 1357.08 1394.47 818.458999999999 1847.31 1475.86
+HSPA14 311.239 661.522 396.386 460.883 452.674 1312.47 439.287 513.37 368.922 454.495 678.117 494.539 264.706 451.009 543.867 398.705 420.794 655.225 347.193 574.138
+HSPA1A 8191.66 6617.25 11646 6717.22 13847 21514.8 2539.58 9558.53 12769.7 24405.3 14794.3 4541.86 11005.3 7417.42 11819.3 18877.8 9080.84 29843.6 10768.5 19780.9
+HSPA1B 3287.22 1538.45 2233.15 495.74 3386.67 4272.76 695.814 1036.26 2394.82 3464.85 3902.04 1179 2002.83 1316.34 2134.09 4267.35 1288.26 6667.43 3130.84 6390.09
+HSPA1L 80.2113 175.144 30.8162 28.66 143.067 29.29 28.5951 34.015 49.6829 31.6409 66.1705 55.8313 72.3982 40.9383 48.3837 89.741 49.0852 104.516 166.314 82.3362
+HSPA2 122.959 250.436 1076.58 1536.79 96.1234 196.952 94.4882 253.285 677.59 364.933 2484.73 503.034 118.213 678.83 183.259 577.243 2552.88 3770.4 736.669 158.19
+HSPA4 1728.63 2376.32 3322.17 3199.85 3388.91 5417.97 1720.27 3565.71 3760.04 3920.24 6716.92 2142.6 3197.4 3747.08 5484.35 2494.91 4174.92 4584.29 6752.17 3043.97
+HSPA4L 435.639 320.896 312.842 122.386 395.671 651.424 35.2259 637.463 220.402 208.533 314.885 365.898 192.873 1400.14 182.185 236.818 256.136 655.225 1116.75 697.414
+HSPA5 8809.8 10202.7 13000.1 6024.01 10696.5 14736.9 22060.5 13402.7 11627.9 29282.8 8099.24 7803.4 11746 23395.3 10778.4 10133.2 13334.7 8794.81 6803.85 8745.69
+HSPA6 90.2978 60.3946 31.9953 120.837 100.035 89.4505 361.79 15.9791 49.6829 394.341 78.8804 192.354 84.276 43.2474 108.021 84.1813 111.557 649.886 19.7322 182.759
+HSPA7 90.7781 17.7157 27.8477 154.919 131.89 40.5134 372.565 7.4796 8.9852 105.158 78.8804 222.087 58.2579 48.6533 53.7418 126.734 44.6229 546.911 6.5774 46.5517
+HSPA8 5108.07 27313.6 18374.8 3181.25 20474.8 31781.4 13320.8 12258.3 14796 16425.1 12284.4 23149.3 31860.3 20449.1 34865 8607.77 23197.2 9302.06 38724.9 16598.7
+HSPA9 12144.6 18728.4 23321 18002.3 22751.6 15344.2 7686.28 19695.7 19144.3 6401.69 30454.2 25080.7 14310.5 25212.5 46658.1 15038.9 19920.1 20541.6 54781.8 10184.9
+HSPB11 375.12 178.365 363.798 394.268 700.247 563.177 518.442 176.11 584.567 2390.11 461.832 290.655 861.991 208.9 436.921 268.27 587.238 298.246 323.702 344.397
+HSPB1 37733.4 5243.86 18111.7 31561.6 12100.4 6325.71 20127.6 22042.3 18493.1 11487.6 29729.6 18024.3 4643.1 23564.8 15851.1 69663.3000000001 23126.7 98152.6000000001 6932.11 4387.07
+HSPB2 36.5034 28.5868 6.5176 14.5081 21.2366 31.2876 36.8835 29.2383 40.1691 13.8131 61.7048 12.1359 25.4525 33.6017 11.8232 45.3284 48.1928 42.7155 14.0944 6.4655
+HSPB3 14.4092 0 0 0 3.912 0 0.8288 0 0 1.3367 0.6361 0 0 0 0 0 0 1.5256 0.9396 0
+HSPB6 5084.53 14466.9 9929.2 14778.5 6301.67 93.8628 8130.54 25451.9 137.421 216.108 39171.8 14603.8 25155 3257.46 6148.06 219557 3300.76 72769.6 2345.31 10363.8
+HSPB7 1622.48 359.952 1498.44 216.886 869.581 11.2314 3.7298 183.589 3178.65 14.7042 1503.82 3113.47 248.869 113.911 14.5103 941.720999999999 149.487 799.39 1027.48 938.793
+HSPB8 2222.38 10479.7 5244.85 4365.61 574.505 616.526 43.5143 5854.46 5186.58 57.4802 11592.2 3134.71 13.5747 8387.3 2489.32 5797.41 888.443 6807.78 10273.9 6315.09
+HSPB9 29.2988 0.4026 0.5925 2.3238 16.2068 0.8022 0.8288 1.0199 3.1712 1.7823 0 0.6068 0.5656 1.9307 4.2993 0 1.7849 8.3905 0 0.431
+HSPBAP1 123.439 203.731 125.019 161.115 176.04 157.641 215.085 204.328 144.292 413.501 201.018 254.854 179.299 153.297 136.504 235.893 185.185 239.512 116.514 134.914
+HSPBP1 723.823 553.617 1378.76 2545.31 1371.43 1129.16 1089.52 2118.08 1852.54 1866.1 2495.55 1881.07 1425.34 1092 2010.48 1913.04 1731.37 1864.23 768.616 1210.34
+HSPC072 116.009 26.2676 5.3325 1.5492 9.5006 53.7144 13.075 19.3075 12.1829 0 30.6361 13.4587 154.157 15.5266 75.5556 58.4551 28.6658 25.4691 14.5642 16.2759
+HSPC157 442.363 183.6 71.1006 124.71 391.2 148.014 365.52 129.872 238.901 239.278 183.842 231.796 1072.4 137.465 146.715 209.066 361 192.22 178.06 86.2069
+HSPC159 1353.51 630.922 1880.61 680.093 1741.96 4524.67 154.165 721.438 1321.88 246.853 1079.52 699.029 1708.14 1402.07 1176.94 2521.74 572.066 742.182 1915.9 1979.31
+HSPD1 25738.2 22290 51328.1 19285.1 46415.3 118794 4847.08 17188 24735.7 11140 18621.5 9685.07 134778 26508.4 84382.6 5929.69 29032.1 13254 38444 40669
+HSPE1 15549 2805.53 8806.4 7884.59 13001.8 28973.5 1621.22 5159.88 7383.19 5756.49 9531.17 2381.67 37893.7 6856.26 14511.9 3517.11 6724.68 6778.79 10390.4 9698.28
+HSPG2 1482.91 10040.1 4546.51 2697.72 6732.26 13712.2 9569.32 8533.29 4950.41 3524.06 3804.27 3675.36 11257.3 4826.74 6628.9 6572.95 3393.47 3773.3 4670.3 4819
+HSPH1 2077.81 1544.89 2276.4 930.287 2719.4 921.781 1544.55 2016.42 2114.16 2952.43 2924.3 1580.7 797.511 2235.74 5548.3 996.299999999999 2504.24 4442.41 7509.51 1795.69
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+HTATSF1 1841.5 1960.41 2691.16 1251.74 1148.45 1273.97 1657.27 1366.38 2765.86 1862.09 2502.54 2495.75 897.624 2074.72 1882.04 2096.21 2121.82 2298.25 3171.25 1645.69
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+HTN3 0 1186.15 1.185 0 0 0 0.8288 0 1.5856 0 0 38.835 0 0.7723 0 0 0 21.3577 0 0.431
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+HTRA1 1956.77 5977.45 4434.9 3398.14 207.336 4250.7 20253.6 3297.47 1209.83 16422.9 2293.89 4770.63 6382.35 4276.86 2445.79 17488.4 3122.27 5186.88 1393.47 4801.29
+HTRA2 832.771 537.584 532.662 930.961 866.228 1181.75 1494.27 493.274 711.586 940.871 519.109 494.897 2000.18 470.543 740.626 568.492 822.624 697.88 565.036 948.690000000001
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+HTT 2315.56 1618.17 1491.33 2855.15 1931.41 1508.62 2316.2 2198.99 4219.87 1066.28 1489.82 1869.54 2068.44 1686.65 1349.46 1172.06 3305.67 1802.44 4237.73 2101.72
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+HUNK 15.8501 49.9262 63.9905 102.246 1.6766 4.0112 50.9739 49.2971 4.7569 16.041 6.9975 6.6748 24.3213 4.6337 55.8914 8.3256 437.305 16.0183 6.5774 9.4828
+HUS1 302.594 460.609 424.233 285.825 268.251 450.461 322.835 200.588 575.581 345.772 305.98 337.985 279.977 512.019 384.791 237.743 338.688 356.217 1231.38 419.397
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+HUWE1 3719.02 5787.81 7669.97 3305.19 2963.06 3068.19 6481.97 3505.2 6762.16 4235.71 4670.48 3880.46 2725.11 5015.93 4791.62 3497.69 5840.7 3376.05 7026.54 2957.76
+HVCN1 110.985 40.263 36.1428 56.5453 800.283 38.5078 428.927 48.6308 48.6469 233.931 92.2392 94.0534 85.4072 44.0197 44.0844 152.636 43.7706 201.404 81.2779 13.3621
+HYAL1 62.44 897.463 2317.29 101.472 550.474 563.979 36.0547 980.503 771.67 18.7145 229.644 1607.4 245.475 2137.66 253.124 135.06 1052.21 1064.07 217.054 2010.34
+HYAL2 2277.14 4598.84 1854.54 1938.81 1900.67 1291.22 2055.53 1955.91 1200.32 870.224 2255.73 1838.59 2390.84 2124.53 1278.52 4000.93 2046.41 2422.58 1991.54 2507.76
+HYAL3 12.0077 119.235 289.474 103.315 57.9646 177.068 111.028 193.71 141.913 167.468 76.3868 37.7609 223.982 83.5486 170.582 70.5273 81.9411 42.2273 59.8872 382.052
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+HYALP1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+HYDIN 41.3064 72.4735 58.0655 166.538 16.2068 15.2427 2.901 82.6152 85.0951 0 149.491 58.8592 19.2308 401.583 52.1295 85.1064 335.565 349.352 56.8475 1.7241
+HYI 1079.13 391.88 465.833 481.72 497.354 480.63 209.267 239.037 195.095 880.316 160.833 302.057 778.077 207.174 489.915 360.74 187.501 561.808 380.78 233.621
+HYLS1 153.218 71.6682 71.6931 252.517 34.0903 419.174 97.3891 50.6571 178.118 238.833 194.02 92.8398 150.452 196.93 51.0547 111.008 171.352 202.899 159.267 256.466
+HYMAI 21.0807 20.2201 9.4801 0.7746 10.0706 12.9081 29.9461 11.9503 16.3848 3.5647 16.5394 53.5255 10.181 0 1.0748 31.4524 7.1531 16.7811 5.168 28.6853
+HYOU1 2376.08 6961.08 3148.57 1264.91 1974.44 5296.03 2330.71 1396.3 2027.48 8018.27 1112.6 1293.08 2054.86 1737.62 1206.5 1138.76 1365.91 1680.4 1780.13 2705.6
+IAH1 826.608999999999 705.006 629.24 330.751 1401.05 1082.23 431.413 711.239 345.137 1303.78 558.524 939.32 920.249 700.84 563.751 1083.26 568.05 565.217 438.337 797.845
+IAPP 0 0 0 5.4222 0 0 0.8288 0 1.5856 0 0 0 0 0 1.6123 0 0 6.1022 0 0
+IARS2 1830.45 5993.96 3059.1 848.954 4602.74 2931.41 1619.98 2546.11 3080.34 1824.66 1828.24 2471.48 2421.95 2116.42 3270.19 1402.41 2017.4 2209.76 3746.77 4318.1
+IARS 1373.68 4506.24 1793.51 1512.01 1575.42 2701.97 4000 1950.13 2843.02 2114.74 1183.84 3708.74 2222.29 3009.17 6697.84 1336.73 4647.48 1268.5 2035.24 2385.34
+IBSP 5.7637 0.4026 1.7775 2.3238 1.6766 5.2146 67.9652 5.7797 8.9852 3.1191 0 3.6408 86.5385 4.2475 1.0748 0 2.6774 0 0 0
+IBTK 2503.84 1929.81 1898.98 931.836 2537.77 1953.87 1088.27 1650.94 1898.52 654.562 2087.79 1215.41 2266.97 1543.01 1557.97 2278.45 1438.2 1108.31 3810.66 3997.84
+ICA1 40.3458 279.828 24.8852 75.9101 69.8571 43.3213 110.651 61.1964 29.0698 115.406 85.2417 78.2767 52.0362 57.5345 24.7212 146.161 39.7144 56.4455 46.5116 19.3966
+ICA1L 132.565 86.1629 104.873 265.685 93.3291 194.144 57.1902 131.572 57.611 25.8438 127.863 137.743 35.0679 155.227 172.511 195.19 141.901 184.592 49.3305 96.1207
+ICAM1 105.187 773.856 218.634 163.439 325.813 1593.66 1245.75 60.5165 133.721 4839.03 201.018 432.646 237.557 113.911 101.572 345.051 561.803 289.855 121.212 222.845
+ICAM2 283.66 208.285 327.418 113.679 620.348 258.825 351.471 301.974 171.522 202.763 366.349 192.008 920.011 234.05 236.184 291.369 197.108 474.272 264.806 86.0474
+ICAM3 137.368 107.502 485.261 184.353 165.422 689.531 482.801 262.125 427.061 318.146 316.794 657.16 347.851 461.048 922.208999999999 422.757 351.183 475.973 162.086 225
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+ICAM5 4.3228 16.1052 106.651 625.097 87.1816 27.6775 19.0634 13.2592 90.9091 46.3406 1.9084 2.4272 250.566 4.2475 8.0613 0.9251 494.422 3.0511 0.4698 79.7414
+ICK 642.651 1632.67 1753.22 589.466 1610.07 3930.61 365.106 1784.22 1114.16 149.716 1562.98 479.369 1489.25 1476.59 656.724 1616.1 666.667 401.22 1103.59 3718.1
+ICMT 3097.98 2071.53 5071.84 1899.3 3533.09 3935.42 3716.12 1161.37 4542.81 6387.43 3438.3 1318.57 3208.14 5974.32 2849.39 1685.48 3228.92 2994.66 2887.48 3225.43
+ICOS 0 4.0263 0 0 2.2354 0 39.7845 0 0.5285 33.8643 1.9084 15.7767 0 0 0 13.876 8.0321 46.5294 0 0
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+KISS1 0.4803 0.8053 1.7775 0.7746 0 0.4011 1.6577 0 3.1712 0 0 0.6068 395.928 0.3861 0 0 0 2.2883 0.4698 58.1897
+KISS1R 0.4803 0.4026 2.37 6.9713 0.5589 0 0.8288 0.68 50.74 1.3367 0 1.8204 7.9186 0.3861 0 1.8501 626.952 0.7628 0.9396 4.7414
+KIT 60.5187 142.129 1194.49 208.366 39.12 467.308 20.3067 221.327 358.351 5.7926 426.845 175.971 201.923 65.2573 81.6875 81.4061 910.308 3374.52 135.307 136.638
+KITLG 578.77 161.052 61.6205 137.878 24.0308 257.922 1298.38 142.792 265.856 575.248 204.835 1077.06 82.5792 125.495 621.792 611.471 423.918 262.395 233.968 352.155
+KL 11.0471 49.5235 15.4051 13.1681 112.33 16.446 13.2615 65.6162 9.5137 7.1293 15.2672 14.5631 1.6968 13.901 21.4967 46.2535 15.618 9.1533 24.9002 13.7931
+KLB 6.7243 4.4289 5.925 2.3238 3.3531 1.6045 2.0721 0.68 2.1142 0 1.9084 1.8204 2.2624 2.3168 2.1497 3.7003 3.1236 2.2883 37.5852 0.431
+KLC1 2211.5 2261.37 1846.09 1809.45 681.939 1152.03 2540.97 1616.34 1588.65 1515.87 1669.74 1123.54 1994 1433.29 1101 1794.63 1703.4 998.757 2069.68 1298.98
+KLC2 1423.15 1445.85 1440.38 1274.98 492.353 1360.21 699.544 901.968 1089.32 818.091 617.048 545.51 639.14 920.552 607.819 401.48 750.112 623.951 702.373 1650.43
+KLC3 3.8425 9.2605 50.3629 277.498 60.9154 103.089 5.3875 94.5349 258.05 5.347 519.459 12.7427 14.7059 53.6731 40.3063 2.7752 32.1285 139.763 28.1889 81.0345
+KLC4 1133.17 637.895 827.83 691.758 1095.43 666.402 377.149 805.495 1279.8 284.745 1211.41 572.894 1363.16 580.025 779.438 584.672 484.676 452.357 1044.47 840.629
+KLF10 858.79 2022.82 1947.56 1209.91 315.754 936.622 1063.41 1405.82 2117.86 1560.88 1260.18 986.044 518.1 5424.85 894.801 891.766999999999 1924.14 942.029 1281.65 525.862
+KLF1 0.4803 0.4026 0 3.873 0.5589 1.6045 0.4144 0 0.5285 3.1191 1.2723 0.6068 0 0.3861 1.0748 0.9251 0 1.5256 0 0.431
+KLF11 253.602 2055.83 472.226 378.776 528.12 624.95 430.584 417.496 370.507 295.867 382.315 373.786 882.353 1200.5 541.717 294.172 517.18 234.935 354.24 1540.52
+KLF12 359.27 169.507 72.8781 61.1929 252.044 39.7112 482.387 184.949 169.662 305.67 75.6997 137.136 29.9774 81.475 40.8437 193.339 41.9456 83.1426 85.976 468.966
+KLF13 696.446 1186.55 1470.6 608.056 675.658 649.017 1506.84 1161.37 625.793 1667.37 395.674 658.981 269.231 379.959 1744.46 432.007 1171.35 385.202 1090.91 113.362
+KLF14 25.4563 8.0526 2.37 20.1394 5.0297 0.4011 29.424 30.2582 2.6427 0.4456 19.7201 1.8204 6.7873 84.5641 0 1.8501 14.7256 21.3577 2.8189 26.2931
+KLF15 307.877 139.31 181.306 789.311 264.339 121.139 12.0182 815.273 89.852 69.9566 178.117 936.286000000001 31.1086 196.93 138.654 212.766 199.464 321.129 326.991 20.2586
+KLF16 407.301 715.474 915.42 705.654 311.842 713.999 568.172 621.144 698.731 508.41 453.562 532.767 666.29 443.672 1151.69 533.765 1206.16 499.619 206.718 1052.59
+KLF17 12.0077 9.2605 309.88 190.55 3.912 110.309 5.3875 33.658 198.203 69.511 100.509 2.4272 102.376 118.158 56.9663 6.4755 4.9085 64.836 40.8739 13.3621
+KLF2 1941.88 136.492 109.021 128.583 445.968 220.217 1275.59 1151.51 219.345 94.018 257.634 239.685 375 308.524 262.26 543.016 617.581 466.819 133.427 798.707
+KLF3 1633.29 2787.74 1218.78 724.818 683.482 1639.73 1361.79 1742.4 1673.26 492.815 1239.82 991.505 926.414 1679.7 1346.23 903.793 1685.34 1214.34 2804.79 1733.6
+KLF4 783.381 409.475 363.798 402.014 829.343000000001 1094.67 1285.12 2449.9 575.053 78.4226 108.142 579.49 328.62 685.008 1136.1 274.746 1218.21 249.428 313.836 1159.05
+KLF5 58.5975 15.7026 23.1077 60.4183 7.824 5.2146 498.55 23.7986 29.5983 1686.98 17.1756 7.2816 5.6561 20.8514 19.347 10.1758 20.5266 35.0877 16.9133 180.603
+KLF6 1322.29 2081.6 1183.23 971.34 1499.41 3548.34 2884.38 3657.85 2458.77 1758.72 698.473 875 618.213 2354.67 2744.05 468.085 1105.31 900.076 659.62 5321.55
+KLF7 68.2037 64.4209 46.2154 29.4345 53.0914 13.2371 143.39 39.4377 74.5243 63.7184 22.2646 37.6214 18.6652 16.9901 54.8166 44.4033 24.5426 24.4088 51.2098 68.9655
+KLF8 14.4092 74.4866 31.4028 41.828 74.8868 11.6326 17.4057 15.6391 97.7801 4.4558 41.9847 63.7136 5.6561 18.5346 12.3606 62.9047 7.5859 40.4272 63.4249 3.8793
+KLF9 1769.93 987.652 583.025 1567.78 2603.71 418.773 2140.49 2333.62 1869.98 1567.56 1000.64 4006.07 415.724 1744.96 1394.6 1496.76 1965.19 736.842 1396.76 345.69
+KLHDC10 137.848 1524.76 956.303 205.267 300.106 498.195 204.31 574.567 658.034 233.486 258.27 608.01 78.6199 671.107 590.085 236.818 409.192 291.381 787.879 287.069
+KLHDC1 74.928 68.8498 97.1708 213.013 57.0034 19.655 27.3518 88.0549 75.5814 34.3099 82.0611 86.165 28.8462 83.7919 52.1295 65.6799 109.326 70.9382 135.307 16.8103
+KLHDC2 1195.49 1587.97 1921.49 975.988 1115.48 2035.7 587.236 2140.18 1376.32 544.057 1136.13 1109.22 2751.7 1326.38 1503.16 770.583 1623.38 744.47 1382.19 807.328
+KLHDC3 2652.74 1755.87 2748.63 3987.61 4839.14 5344.56 3232.49 3490.92 4196.09 2290.74 4378.5 1894.42 7577.49 1325.61 2704.82 3589.27 2508.26 2479.02 3358.23 2824.57
+KLHDC4 624.246 274.968 481.369 550.891 293.959 149.254 362.818 231.146 518.684 449.932 448.69 571.602 479.802 506.891 330.329 302.868 397.22 422.548 231.553 193.293
+KLHDC5 600.865 733.995 1190.34 896.979 695.777 555.154 654.787 778.895 674.419 547.176 606.87 853.155 481.335 790.809999999999 595.459 673.451 990.629 837.529 865.398000000001 1069.4
+KLHDC7A 0 4.8316 1.185 0 0 0 0 0 0 4.9014 0 0 0 0.3861 0 0 0 20.595 0 0
+KLHDC7B 5.2834 689.303 1.185 3.873 112.889 0 171.571 1.3599 14.7992 123.427 4.4529 18.2039 2.8281 1.1584 6.9864 11.1008 5.3548 61.7849 2.8189 0.8621
+KLHDC8A 1051.87 130.855 248.852 7355.54 0.5589 36.1011 49.3162 6725.83 59.7252 11.5852 3956.74 3.034 9.6154 544.84 25.796 3.7003 1460.95 3134.25 55.9079 3.4483
+KLHDC8B 2559.56 8201.98 2178.05 3903.95 11854.5 9523.06 1233.32 12768 3992.6 256.656 8705.46999999999 9954.49 13082 4114.68 1516.59 11981.5 4118.25 2373.76 4585.86 5543.1
+KLHDC9 379.923 167.897 145.756 206.042 113.448 19.2539 2.0721 142.792 184.989 32.5276 183.842 276.092 38.4615 203.108 21.4967 257.169 145.024 443.173 120.742 82.3276
+KLHL10 1.9212 0 0 1.5492 1.1177 0 0 0 0 2.2279 0.6361 4.2476 0 1.1584 0 2.7752 0.4462 0 0 0.431
+KLHL11 3.8425 49.5235 10.0726 6.9713 5.0297 4.8135 9.5317 15.9791 12.685 8.9117 5.0891 23.0583 1.6968 13.1287 6.449 10.1758 7.5859 6.1022 15.0341 9.9138
+KLHL12 901.057 1706.75 727.003 453.137 848.903 732.451 719.851 767.675 801.797 593.517 472.646 750 1373.3 851.820000000001 1332.8 486.587 632.307 918.383 1012.45 624.138
+KLHL13 451.489 108.308 168.864 43.3772 200.071 40.1123 80.8123 132.252 41.2262 12.4763 116.412 134.709 27.7149 271.841 53.7418 155.412 222.668 276.888 410.148 41.8103
+KLHL14 80.2113 16.9105 0 12.3935 2.2354 2.4067 2.901 50.997 0 0 4.4529 4.2476 9.0498 37.4554 9.6735 17.5763 298.081 9.1533 102.889 727.586
+KLHL1 2.8818 0 0 1.5492 0 0 0 37.7378 1.0571 0 0 0 1.6968 0 1.0748 0 0.8925 0 0 6.4655
+KLHL15 628.722 1068.58 1417.86 683.966 700.247 571.199 370.493 489.572 1808.14 376.072 967.557 476.942 466.063 462.979 718.528 408.881 705.042 491.991 2540.29 499.569
+KLHL17 139.289 103.073 76.4331 479.473 65.3862 189.33 200.166 120.693 106.765 359.14 105.598 69.1748 65.6109 110.435 160.688 55.5042 111.557 81.6171 13.1548 100.431
+KLHL18 433.237 715.877 500.667 509.682 302.9 394.705 440.945 524.929 364.165 221.455 436.387 452.063 611.991 494.642 583.098 333.025 395.805 446.224 477.332 818.966
+KLHL20 233.429 794.39 403.496 233.927 323.578 354.192 321.591 474.612 333.51 228.139 208.651 233.01 197.398 363.356 501.948 282.146 297.635 235.698 421.423 330.172
+KLHL2 235.351 225.07 305.14 221.534 434.791 361.813 484.045 243.086 402.748 303.442 152.036 441.748 333.71 449.464 506.248 468.085 225.792 366.896 1112.52 347.845
+KLHL21 1070.61 1221.58 1489.56 1068.94 3205.6 1977.54 1350.19 730.957 1584.57 2358.92 1206.74 4204.49 950.791999999999 2311.42 3193.34 2125.81 916.555 1555.3 1986.85 603.448
+KLHL22 1162.34 351.899 617.982 814.872 385.611 271.159 526.316 280.144 536.469 360.922 223.282 818.568 670.249 484.217 464.329 228.492 1393.57 526.316 459.478 343.534
+KLHL23 9.1258 28.9894 5.925 1.7506 15.648 29.6831 11.6038 39.4819 17.4419 20.0512 7.6336 24.8786 2.2964 6.9505 18.3743 24.9769 8.0321 9.1533 9.8661 32.1466
+KLHL24 720.941 1018.65 875.13 964.369 1107.65 884.476000000001 646.084 867.97 876.85 704.913 773.537 2420.51 247.172 1195.87 771.194 1512.49 526.997 653.699 836.74 510.776
+KLHL25 185.879 468.662 106.651 226.956 77.1222 120.738 202.652 188.009 479.915 294.085 235.369 74.0291 196.833 217.782 228.403 78.6309 213.298 644.546 292.225 193.103
+KLHL26 91.7387 315.662 626.278 475.6 245.338 404.733 132.615 531.389 513.213 148.379 298.346 489.685 211.538 613.187 450.894 428.307 382.865 321.892 344.844 360.345
+KLHL28 268.492 264.125 471.634 285.825 168.216 87.4448 167.012 261.785 536.998 310.126 145.038 158.981 267.534 265.277 398.764 245.143 385.988 193.745 475.452 359.483
+KLHL29 338.136 108.71 402.311 262.587 187.217 336.943 118.11 709.199 114.165 47.6774 350.509 195.995 190.611 496.959 183.797 233.118 211.066 389.779 234.437 43.5345
+KLHL30 1.4409 1.2079 1.7775 0 8.3829 0.8022 7.0452 3.7398 3.6998 2.2279 1.2723 1.2136 0 6.1782 0.5374 0 1.3387 0.7628 0.4698 0.431
+KLHL31 16.8108 1.844 136.478 31.7583 193.348 61.3438 3.7298 9.6248 95.2696 3.9434 65.4707 248.677 12.2624 214.16 17.7348 447.697 26.3588 12.2044 88.2452 100.392
+KLHL32 11.5274 0.8053 17.1826 5.4222 48.0617 1.2034 0.4144 1.6999 30.1268 0.4456 28.626 16.3835 1.1312 3.0891 2.1497 0.9251 3.1236 8.3905 44.6324 1.7241
+KLHL3 488.473 223.057 292.697 835.012 799.165 167.268 91.5872 217.247 420.19 13.3675 360.687 422.937 91.629 523.603 49.4424 538.39 565.819 642.258 439.276 274.138
+KLHL33 0 1.6105 0.5925 0 1.1177 0.4011 0.4144 0 0 0 0 0.6068 0 0 0.5374 0.9251 0 0 0 0
+KLHL34 0 0.4026 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.8925 1.5256 0.4698 1.2931
+KLHL35 12.488 52.7446 189.601 202.944 3.912 101.484 1.6577 84.9951 66.0677 48.123 24.173 4.8544 194.005 81.475 140.266 90.6568 80.7675 27.46 43.2229 31.8966
+KLHL36 293.468 498.054 437.269 872.192 244.22 210.991 235.392 262.465 477.801 329.731 673.664 248.18 239.819 579.979 290.206 322.849 319.054 565.217 160.677 344.397
+KLHL38 0 0.4026 0 0 1.1177 0 16.9913 1.3599 1.0571 4.4558 0.6361 0.6068 0 0 3.7619 0 0 0 0 0
+KLHL4 149.376 10.4684 993.631 11.6189 91.0936 12.8359 417.737 9.8594 641.649 1.3367 5.7252 842.233 96.1538 1294.72 6.449 648.474 0 8.3905 167.724 223.707
+KLHL5 668.108 4084.28 219.819 261.812 225.219 622.944 896.809 2679.04 178.118 165.757 197.201 692.354 415.158 472.246 228.403 713.229 1256.58 496.567 423.773 967.241000000001
+KLHL6 32.6609 37.042 14.2201 46.4756 45.2674 17.2483 267.716 18.019 31.7125 72.1845 20.9924 64.9272 33.9367 8.8812 43.5308 25.9019 15.1718 209.763 27.7191 6.0345
+KLHL7 2322.29 615.219 1573.69 874.516 651.068 1302.45 752.59 710.559 988.372 442.019 809.796 845.873999999999 469.457 1443.77 1059.79 1065.68 1054.89 987.033 1494.95 944.828
+KLHL8 101.825 218.628 232.262 264.136 162.068 179.703 186.49 320.941 269.556 110.95 182.57 401.699 98.9819 405.831 292.355 315.449 291.388 246.377 254.17 324.138
+KLHL9 448.127 1087.91 632.795 1444.62 686.276 578.821 667.634 619.104 1349.37 846.162 664.758 1176.58 419.683 1205.91 1654.17 1119.33 770.638 649.886 821.236000000001 412.931
+KLK10 0 1.2079 258.332 363.284 17.8834 3.6101 0.8288 7.1396 143.763 1.7823 62.341 24.8786 0 54.4454 67.1772 169.288 12.4944 146.453 73.7609 0
+KLK11 0.4803 0.4026 0.5925 0 6.7063 0 0 0 0 0 0 0.6068 0 0 0.5374 0 0 81.6171 0.4698 0
+KLK12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.5374 0 0 0 0 0
+KLK13 0 0 2.9625 11.6189 4.4709 0.4011 0 0 5.2854 0 2.5445 1.2136 0 6.1782 1.6123 0 1.7849 0 7.517 2.1552
+KLK1 789.145 239.162 0.5925 0.7746 617.537 0.8022 30.2528 0 5934.46 4.4558 3762.09 25719.7 0 2.703 0.5374 5331.17 0 467.582 290.345 0.431
+KLK14 1.4409 0.8053 11.2576 7.7459 2.7943 4.0112 3.7298 2.0399 10.5708 0.4456 1.9084 1.2136 1.1312 3.0891 2.1497 0.9251 6.2472 9.1533 0.4698 0
+KLK15 4.8031 28.9894 51.5479 320.682 78.2399 7.6213 0 107.094 410.148 0 222.01 487.864 7.3529 133.604 40.3063 55.5042 99.0629 263.921 148.461 12.069
+KLK2 0 70.0577 110.206 189.001 0 0.4011 0.4144 4.0798 4.2283 0 47.7099 431.432 0 8.8812 0 36.0777 10.2633 77.8032 2.3491 0
+KLK3 2.8818 311.233 389.868 16.2665 3.912 1.6045 0.8288 4.0798 19.0275 0 92.2392 2467.84 2.8281 19.3069 0 29.6022 7.1397 38.1388 18.7926 1.7241
+KLK4 6.7243 20.5341 318.175 7830.36 41.3554 23.2651 2.0721 667.041 508.457 10.2484 22169.8 1192.35 0 1046.05 122.531 4864.01 829.987 1055.68 19.7322 8.6207
+KLK5 0 0 0.5925 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+KLK6 0 0 0 0 0 0 0.4144 0 0 0 1.9084 0 0 0 0 0 0.4462 0 0 0
+KLK7 0 1.2079 7.1101 0.7746 0 0 0 0.34 0 0.4456 0 3.034 0 13.901 0.5374 0 0.4462 0 0.9396 0
+KLK8 0 0 0.5925 0 1.6766 0.4011 0 0 0 0 0 0.6068 0 0 0 0 0 0 0.9396 0
+KLK9 0 0 0 0 0 0 0 0 0 0 0.6361 0 0 0 0 0 0 0 0 0
+KLKB1 1.9212 1.6105 40.8828 240.899 8.3829 59.3662 32.7393 20.3988 33.2981 0.8912 11.4504 94.6602 16.9683 10.0396 8.5987 61.9796 80.3213 32.7994 56.3777 8.1897
+KLKP1 0.9606 0 20.7377 358.637 0 0 0 32.6381 9.5137 0.4456 155.216 52.7913 0 35.5247 1.0748 54.5791 51.7626 64.0732 0.4698 0
+KLRA1 16.3305 17.3131 124.426 333.075 6.7063 5.6157 12.8471 35.3579 40.6977 14.7042 41.3486 46.7233 1.1312 66.8018 38.1567 17.5763 133.869 113.654 14.0944 9.4828
+KLRAQ1 640.73 593.075 454.451 211.464 483.97 237.465 535.433 262.125 310.782 358.694 251.908 389.563 259.05 227.435 306.865 401.48 281.125 354.691 338.266 560.345
+KLRB1 5.7637 4.4289 1.185 0 17.8834 0.4011 32.3249 1.0199 0 26.2894 12.7226 30.3398 0 1.1584 1.6123 93.432 6.6934 31.2738 6.5774 0
+KLRC1 0.4803 1.6105 0 0 2.2354 0.4011 3.7298 0 0 48.123 0 1.8204 2.8281 0.3861 1.6123 0 0.8925 3.8139 1.4094 6.0345
+KLRC2 1.4409 1.2079 0 0 2.9843 0 15.3336 0.34 1.0571 114.207 0 2.6274 1.1312 2.2048 0.5374 0.9251 0 0 0 1.2931
+KLRC3 0 0 0.5925 0 4.2808 0 3.3154 1.6999 0 42.6379 1.2723 1.0133 0 5.1318 0 0.9251 0.4462 11.4416 0 0.431
+KLRC4 0 0 0 0.7746 0.5589 0 3.2574 0 0 0 1.9084 1.5291 0 0.3861 0 0 0 0 0 0.431
+KLRD1 1.9212 3.6237 6.5176 17.8156 14.5303 1.6045 46.4153 8.4995 2.1142 164.866 5.7252 23.0583 3.3937 14.2871 3.2245 16.6512 9.817 83.1426 10.8057 0
+KLRF1 2.4015 0.4026 0 1.5492 6.7063 0.4011 5.3875 3.3998 0 4.9014 4.4529 2.4272 0.5656 0.3861 0.5374 5.5504 7.5859 4.5767 5.6378 0
+KLRG1 29.7791 29.392 7.7026 3.0984 78.2399 18.4517 18.649 31.9581 4.2283 19.1601 29.2621 26.0922 7.3529 44.4058 25.796 17.5763 8.4784 83.1426 54.4985 6.4655
+KLRG2 0 0 1.7775 0.7746 0 1.2034 0.8288 0 0 0 0 0 1.6968 0 1.6123 0.9251 0.8925 0 0 0.431
+KLRK1 19.2123 8.0526 2.37 24.0124 38.0023 1.2034 123.97 6.4596 24.3235 202.665 20.9924 45.1942 16.9683 8.1089 5.9116 56.4292 24.9888 289.855 7.9868 3.0172
+KMO 18.5735 9.6631 6.6598 6.4833 19.0514 3.6101 79.7099 2.7402 3.3351 37.8612 11.7748 27.6517 5.7296 52.4491 22.0019 14.2646 7.162 39.4127 10.9655 120.47
+KNCN 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+KNDC1 393.852 4819.08 1177.31 1896.2 1506.12 292.018 5.3875 746.257 1377.91 4.9014 1075.06 2625.61 106.9 553.335 37.0818 1445.88 301.205 2121.28 1201.32 400
+KNG1 0 0 13.0351 0 1.6766 383.073 0 0 0 0 2.5445 0.6068 0 0 0.5374 0 0 0 10.3359 0
+KNTC1 231.988 715.072 376.833 1303.64 143.067 642.198 618.305 417.836 519.556 1314.47 398.855 277.913 484.728 388.068 464.329 315.449 950.021999999999 434.783 303.5 1065.95
+KPNA1 2011.05 2359.82 1707.01 1435.32 1336.23 1447.65 1130.54 1670.32 1417.55 1557.31 2031.17 2672.94 1320.7 1785.5 1586.99 2986.12 1219.54 1131.2 2162.56 2600.86
+KPNA2 673.871 908.737 1103.84 649.109 410.76 3606.1 1802.32 676.901 1659.62 3175.23 1024.17 983.01 2229.07 702.384 1490.26 600.37 1361.89 762.776999999999 1118.63 1773.28
+KPNA3 690.682 898.268 749.519 432.223 639.891 412.756 917.944 484.472 780.127 504.4 489.822 639.563 666.29 447.92 606.207 378.353 519.857 495.042 1526.43 1028.45
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+LAIR2 0 0.8053 0 1.5492 0 0 2.4865 0 0 195.611 0.6361 0.6068 0 0 0 0.9251 0 3.0511 0.9396 0
+LALBA 0 0 0 0.7746 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+LAMA1 5.7637 2.0132 0.5925 34.8567 11.736 140.393 880.646 3.7398 63.4249 143.032 8.9059 2.4272 200.226 0.7723 2.6871 13.876 12.0482 0.7628 2.8189 1.2931
+LAMA2 401.537 581.398 297.437 27.1108 69.8571 103.478 2250.72 138.032 231.501 13.8131 267.176 93.4466 287.33 690.02 133.817 166.512 1742.97 231.121 326.521 1473.27
+LAMA3 97.0221 41.8736 549.845 193.648 149.215 228.64 20.3067 8.8395 271.142 282.5 97.3282 93.4466 35.6335 278.019 68.252 468.085 536.368 159.42 24.4304 75.431
+LAMA4 697.887 1095.96 279.662 267.235 1097.04 3600.88 7964.36 1318.1 663.848 1765.85 438.295 495.146 3445.7 344.821 300.416 701.203 446.676 385.965 868.217 1762.07
+LAMA5 497.118 6425.58 3566.29 3883.81 1244.02 682.311 772.482 1812.43 2216.7 285.619 2463.1 4561.89 434.955 1710.2 2045.95 4006.48 2141.9 4522.5 1592.2 1576.29
+LAMB1 3519.69 16537.6 13016.7 4270.33 5965.8 7534.7 19351.4 8102.41 9833.51 7187.26 2059.8 1532.16 3463.8 3627.38 7049.31 5308.05 22592.1 2694.89 2222.22 2140.09
+LAMB2 8064.84 18306 7885.05 11541.4 5277.84 3141.6 4072.94 15628.2 5219.87 1421.41 20570 17693 14020.9 11057.1 6653.23 26225.7 7481.04 14109.1 4352.83 23749.1
+LAMB2L 33.1412 18.521 20.1452 3.873 21.2366 24.8696 28.5951 28.5583 28.0127 24.9527 16.5394 9.1019 61.6516 6.9505 55.8914 6.4755 35.2521 26.6972 7.517 14.6552
+LAMB3 72.5264 400.617 1251.37 377.227 167.657 1162.45 299.213 111.853 374.207 326.167 361.959 2127.43 476.81 773.048 3660.35 920.444 29.0049 591.915 343.434 433.19
+LAMB4 10.5668 193.665 56.288 6.1967 5.5886 4.0112 30.6672 4.0798 53.9112 0 4.4529 0.6068 3.3937 1.5446 2.6871 6.4755 286.479 8.3905 5.168 2.1552
+LAMC1 1806.92 5129.91 1551.18 1429.12 1819.64 4192.54 7125.98 3242.39 1625.26 3577.14 1755.73 1540.66 2942.31 1553.05 1638.05 2809.44 1273.09 1748.28 1353.07 5305.17
+LAMC2 5.7637 27.3789 5.925 0 43.032 6.418 35.2259 0.34 14.7992 122.981 11.4504 21.8447 7.9186 3.8614 2.6871 683.626 4.0161 3.0511 1.8793 0
+LAMC3 5629.68 9032.21 8455.64 812.548 5734.99 94.6651 1411.52 246.826 2015.33 29.4085 360.051 66.1408 903.846 4003.86 142.416 129.51 4884.43 311.213 894.527 6918.97
+LAMP1 4163.78 12676.8 3244.56 5316.81 4729.05 1766.15 12177.8 6294.73 4812.37 4460.29 2333.33 3606.19 2773.19 3025.39 3563.08 2240.52 2903.17 2662.09 6929.29 3609.05
+LAMP2 1826.13 7387.06 6495.63 2526.72 3068.12 3775.77 7073.77 3338.27 6174.42 3316.92 4339.69 8240.9 1544.12 5439.91 3137.98 8024.98 3396.25 4244.09 7191.45 4081.47
+LAMP3 24.0154 1993.83 101.911 55.7707 2.7943 211.793 78.3257 12.9192 36.4693 117.634 96.056 202.063 172.511 74.1384 31.1702 49.0287 58.456 43.4783 40.8739 199.138
+LANCL1 1320.85 1924.57 873.945 453.137 1397.7 1302.85 582.263 1416.02 724.101 641.194 883.588 1514.56 988.122 1080.8 1249.5 1580.94 625.614 668.192 1288.23 1643.53
+LANCL2 646.494 518.991 879.87 1121.61 589.594 739.27 978.865 792.494 857.294 421.076 701.018 712.985 649.887 990.829 1245.73 966.697 828.648 379.863 1590.32 527.586
+LANCL3 1.4409 0 13.0351 3.873 0.5589 1.6045 3.3154 7.1396 8.4567 0.4456 3.1807 23.0583 2.2624 28.5742 2.1497 3.7003 3.1236 3.8139 11.7454 0.8621
+LAP3 578.77 765.803 100.726 666.15 1429.56 2154.03 3932.45 3449.78 1624.74 2115.63 1386.77 2691.14 1831.45 2561.25 2311.43 1024.05 3904.95 2616.32 3204.6 1023.28
+LAPTM4A 10529.3 7610.12 9097.91 3734.31 26252.9 11651.8 13971 9171.65 10393.2 7081.21 9584.61 5830.1 12178.2 7507.67 14733.8 10002.8 7796.52 5620.9 7032.18 12040.9
+LAPTM4B 1209.89 1256.61 2506.89 1696.36 5215.25 2754.11 2330.71 2218.37 2316.6 2988.53 3824.43 4757.89 2393.1 2499.47 2536.61 1974.1 7888.44 1344.01 4447.26 10209.5
+LAPTM5 2015.85 894.645 521.404 1067.39 2300.25 759.326 14245.3 433.475 1170.19 16773.5 1280.53 2687.5 2290.16 681.533 1175.33 2141.54 686.747 4551.49 891.708000000001 301.293
+LARGE 151.297 1046.84 474.596 209.915 402.377 180.104 414.836 393.697 715.645 20.0512 178.753 316.748 486.425 529.395 287.519 188.714 978.580999999999 191.457 496.594 116.379
+LARP1 5642.17 7911.69 5951.71 2570.88 4823.49 6845.97 2815.58 6273.32 4842.49 4777.99 5877.23 4817.35 3702.49 6353.9 7384.66 4242.37 5328.87 5093.82 8507.4 4220.26
+LARP1B 289.625 181.184 225.744 242.448 186.658 189.731 163.697 81.5953 469.345 147.488 155.216 322.209 69.0045 379.187 276.233 177.613 102.186 236.461 344.844 211.207
+LARP4 1093.66 1621.8 2046.51 1719.6 1461.97 1775.77 693.742 2034.78 1842.49 1574.69 1944.02 1849.51 1192.87 2257.75 2627.44 1296.95 1954.04 2536.99 2713.18 1266.81
+LARP4B 1158.5 3349.08 1301.14 3371.8 1486.56 2815.48 788.23 1835.21 1186.58 1413.84 2401.4 1885.32 1002.83 1682.02 1554.75 1240.52 1059.35 1616.32 1477.57 2784.48
+LARP6 273.775 507.717 39.6978 231.603 65.9451 98.2752 2431 307.002 28.5412 422.858 309.796 378.034 139.706 289.603 38.1567 579.093 292.726 358.505 138.595 142.241
+LARP7 1195.49 691.316 706.858 1220.76 946.703 692.74 1076.67 1764.16 1353.07 564.999 1249.36 1358.62 671.38 1836.08 1150.61 1131.36 774.654 1281.46 1755.23 778.017
+LARS2 287.224 1075.02 710.413 319.907 1147.89 389.089 518.027 477.332 509.514 246.407 375.954 1140.17 529.977 341.732 750.773 712.303 639.893 321.129 839.558 394.397
+LARS 1852.55 2103.34 2488.52 2196.75 3188.28 1436.02 1900.12 1990.58 2577.17 2545.62 2685.11 2666.26 1595.02 2545.03 3995.16 1787.23 2677.82 2512.59 3066.48 1591.81
+LAS1L 820.365 607.569 1767.44 1875.29 425.29 377.056 793.203 572.187 1451.9 1141.14 1563.61 1208.13 532.805 1349.94 1433.83 1057.35 1695.67 1347.83 1028.89 413.793
+LASP1 1484.15 2631.19 3245.15 1576.3 1854.85 2538.31 8632.82000000001 2253.39 2889.01 6526.01 3972.01 2933.86 4462.67 2355.05 2895.07 4655.87 1546.18 1977.12 2766.27 4187.93
+LASS1 311.239 102.228 51.8086 687.049 1.1177 16.4019 82.7103 2150.98 82.1564 9.3572 78.5369 311.59 43.4615 59.6737 130.222 48.2054 327.367 300.709 12.6756 14.0647
+LASS2 6540.83 15125.2 12570 8470.18 13931.7 25155.2 3062.16 7584.96 10408.6 10391.4 10133 13362.3 4640.84 13419.1 18080.3 15639.2 5182.95 13782.6 12459.5 8488.79
+LASS3 0 0.8053 0 12.3935 0.5589 1.2034 0.8288 0 5.814 0.4456 0 1.2136 0 1.9307 0.5374 0.9251 1.3387 0.7628 0 0
+LASS4 268.492 313.246 104.873 1116.96 309.048 2466.11 374.637 1448.32 1149.05 134.566 396.31 574.636 257.919 327.831 51.5921 962.072 389.112 348.589 403.571 2608.62
+LASS5 361.191 1350.02 719.301 1286.6 805.312 613.317 1791.13 1336.8 920.719 1241.39 878.499 816.141 1492.08 610.484 755.609 1127.66 961.177999999999 855.835 486.728 857.759
+LASS6 518.045 1905.86 308.713 183.532 63.162 681.629 556.958 410.094 392.685 691.665 337.029 196.851 859.774 249.055 263.689 320.102 336.506 403.326 725.605 1258.74
+LAT 113.602 30.0523 96.7383 194.043 43.7473 32.0979 157.588 26.2363 75.6395 180.657 78.6705 72.8883 14.1403 47.8579 53.4838 226.91 115.181 243.196 19.4738 14.1681
+LAT2 209.414 31.0025 39.1053 151.82 72.0925 34.4966 411.106 32.9781 58.1395 442.464 116.412 259.709 225.113 68.7325 121.456 125.809 46.8541 399.695 51.6796 28.8793
+LATS1 62.44 523.419 98.3558 45.701 122.948 115.122 165.769 109.134 136.364 92.6813 48.9822 87.9854 40.724 70.6632 77.3881 83.2562 41.9456 51.106 196.852 178.017
+LATS2 1630.16 1153.94 551.029 378.002 850.58 385.88 455.035 525.949 718.288 473.655 498.092 415.655 419.118 450.236 534.731 342.276 359.215 712.433 1900.87 1598.28
+LAX1 1.9212 18.9236 3.555 14.7173 0.5589 2.4067 9.5317 0.68 2.1142 5.347 2.5445 6.6748 2.8281 0.7723 2.6871 2.7752 8.9246 21.3577 2.8189 0.431
+LAYN 50.9126 101.463 150.496 48.7994 167.098 85.0381 82.8844 153.331 47.0402 61.0449 42.6209 64.9272 309.955 89.5839 87.0617 67.5301 58.9023 73.2265 104.299 70.2586
+LBH 2900.1 444.101 181.899 733.54 65.3862 5703.17 6488.6 783.314 1380.55 1499.39 1708.02 876.82 1313.35 739.84 1533.25 1205.37 430.165 3512.59 568.006 535.345
+LBP 0 0.4026 0 4.6476 0.5589 0 12.4327 0 0 0 6.3613 0.6068 0 0.7723 0.5374 13.876 0.4462 3.0511 0.4698 0.431
+LBR 278.098 297.544 173.604 258.714 363.257 363.016 1104.85 158.771 538.055 1072.07 276.718 236.044 430.995 117.386 148.327 261.795 229.362 392.83 262.626 681.034
+LBX1 0 0.4026 0 1.5492 0 0 2.0721 0 0 0 0 0.6068 0 0 0 0 0 0 0 0
+LBX2 1.9212 4.4289 3.164 5.0658 39.4441 46.1853 11.1894 0.5202 3.1712 40.7709 2.1883 2.4272 29.9774 2.3168 15.8592 4.6253 1.3387 3.0511 1.4094 4.5
+LBXCOR1 4.3228 5.6368 7.7026 8.5205 7.824 2.0056 9.5317 6.7996 14.7992 2.6735 17.1756 3.034 2.8281 2.3168 1.0748 4.6253 5.3548 7.6278 1.8793 3.8793
+LCA5 250.24 132.063 57.473 44.9264 58.1211 20.4573 92.4161 210.108 54.4397 120.308 102.417 67.3544 23.19 188.821 45.6805 123.959 87.9072 99.1609 115.105 214.655
+LCA5L 36.5034 31.8078 74.6556 36.4059 195.6 47.3325 36.4691 59.4965 57.0825 43.6671 85.2417 64.3204 75.7919 109.277 133.28 76.7808 153.503 61.0221 136.716 17.2414
+LCAT 268.17 73.009 287.43 893.501000000001 105.624 90.3851 317.447 90.8529 181.38 284.799 216.285 55.3095 296.471 209.885 106.946 200.111 182.361 333.242 31.0078 162.569
+LCE1A 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCE1B 0 0 0 0 0 0 0 0 0 0 0 1.2136 0 0 0 0 0 0 0 0
+LCE1C 0 0.4026 0 0 0 0 0 0 0 2.6735 0 0 0 0 0 0 0 1.5256 0 0
+LCE1D 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCE1E 0 0 0 0 0 0 0 0 0 0 0 0.6068 0 0.7723 0 0 0 0 0 0
+LCE1F 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCE2A 0 0 0 0 0 0 1.6577 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCE2B 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCE2C 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCE2D 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCE3A 0 0.4026 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCE3B 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCE3C 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCE3D 0 0 0 0 0 0 0.4144 0 2.6427 0 0 0 0 0 0 0 0 0 0 0
+LCE3E 0.4803 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCE4A 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCE5A 0.4803 0 0.5925 1.5492 0.5589 0.4011 0 0.34 2.1142 0.8912 0 0 0 0 0 0 0.4462 1.5256 2.8189 0.431
+LCE6A 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCK 14.8895 28.1841 8.8876 9.2951 30.1783 5.2146 213.013 16.3191 8.9852 217.445 12.7226 84.9515 3.9593 19.3069 7.5238 52.729 44.6229 298.246 20.6718 0
+LCLAT1 177.714 405.449 485.854 315.26 171.569 415.564 295.068 357.659 290.169 459.842 335.878 373.18 478.507 327.059 528.819 547.641 180.277 355.454 451.962 530.172
+LCMT1 1035.06 611.998 1634.72 1255.62 1312.2 1484.96 605.056 1068.9 1797.04 454.049 1698.47 1099.51 1643.67 1649.58 1886.34 1304.35 1769.3 1443.94 1003.05 568.103
+LCMT2 231.508 171.923 272.552 182.029 212.924 186.522 157.066 277.084 481.501 413.501 404.58 243.932 263.575 278.405 241.838 231.267 302.99 567.506 568.945 123.707
+LCN10 9.1258 18.9236 268.405 34.8102 27.384 6.418 4.9731 0.34 1094.74 18.2689 0 35.3944 0 3.4752 1.6123 24.9769 390.134 11.4416 1702.88 3.4483
+LCN12 35.0624 8.8579 72.2856 16.2665 176.599 113.117 0.4144 0.34 11.6279 1.7823 0 25.4854 70.1357 3.4752 1.6123 5.5504 68.7193 1.5256 20.6718 111.638
+LCN1 0 0 0 0 0 0 0.4144 0.34 0 2.2279 1.2723 0 0.5656 0 1.0748 2.7752 0 0 0 0
+LCN15 0 0 0 0 0 0.4011 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCN2 2.4015 439.27 509.554 934.16 0 1.6045 0.8288 0 85.0951 15.5954 8.2697 520.631 1.6968 6.1782 2.1497 6.4755 163.32 74.7521 486.728 2.1552
+LCN6 0.4803 0 0 0.8211 0.5589 8.4236 0 0 1.982 0 1.2723 1.6201 0 3.4752 5.3742 4.6253 35.5689 0.7628 3.0162 0.431
+LCN8 0 0 0 0.7746 0 0 0 0 0 0 0 0 0 0 0 0 4.0161 0 0 0
+LCN9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LCNL1 0 0.4026 0 0 59.7977 0 1.6577 0 0 0 0 0 0 0.3861 0 0 0.4462 1.5256 0 0
+LCOR 13.8232 142.559 31.1598 17.0411 7.2651 36.8472 10.8952 17.39 18.4302 14.7042 9.542 22.9915 7.3529 14.7929 5.5945 11.1008 4.0161 17.4676 31.7125 68.944
+LCORL 215.49 113.22 117.665 174.369 68.4655 68.3795 83.3485 351.672 216.406 62.6668 167.074 85.5643 40.1357 179.067 73.5832 145.8 258.688 443.44 307.757 142.974
+LCP1 1117.68 5452.42 288.55 324.555 1945.94 179.302 3541.65 397.777 630.55 1941.85 786.896 1567.35 549.208 2017.57 1398.9 1065.68 729.585 3161.71 5062.72 1324.57
+LCP2 127.281 96.6313 41.4753 119.287 148.097 52.9483 736.013 66.6361 93.0233 453.158 107.506 268.204 125 41.7029 78.463 256.244 62.4721 625.477 91.6138 11.2069
+LCT 0 0 0.5925 8.5205 0 1.2034 1.2433 0 0 0.4456 1.9084 0 0 0 0 0 4.4623 0 0.4698 1.2931
+LCTL 0 0 0 0 0 0.4212 0.9242 0.7514 0.5708 0.9714 2.8372 0.6796 0.6222 1.6874 1.1823 0 0 4.0656 0.498 1.431
+LDB1 555.716 2869.55 987.113 2006.2 747.75 1989.57 933.278000000001 1596.21 913.319 442.464 2298.98 4378.64 355.769 857.612 687.895 2506.94 546.185 1405.8 1089.97 713.362
+LDB2 461.095 1741.38 230.484 449.264 574.505 1141.6 706.175 4288.17 425.476 78.4226 926.845 270.024 385.747 1332.56 1076.99 691.027 2937.08 413.425 552.032 1327.59
+LDB3 53.7944 21.742 9.4801 17.0411 45.2674 12.8359 10.3605 4.7597 18.4989 7.1293 5.7252 30.3398 12.4434 5.7921 4.8368 71.2303 9.3708 12.2044 21.6115 4.3103
+LDHA 12727.2 3690.11 39832.3 9919.44 10228.2 17327.3 33160.4 4300.07 30558.1 33132.2 18934.5 8223.3 27392.5 9160.73 10758.6 9730.8 24432.4 6409.61 10655.9 36109.1
+LDHAL6A 0 0.4026 1.7775 0 1.1177 1.2034 0 1.3599 0.5285 0 0 27.9126 0 2.3168 0 0 0.4462 0 0.9396 0.431
+LDHAL6B 0.4803 0.4026 0 2.3238 0.5589 0.8022 0.4144 0.34 0.5285 0.4456 1.9084 0 0 0 0 0 0 0.7628 0 1.2931
+LDHB 16385.7 13617 20625.1 12584 17018.9 19395.5 6493.99 27432.3 19753.2 9596.97 27771.6 25018.2 26709.8 25391.6 19111.1 16933.4 29194.6 21916.9 33406.2 24783.6
+LDHC 0.9606 1.2079 0.5925 0 20.6777 0.4011 2.4865 38.7577 0.5285 0 0 93.4466 0.5656 0 1.0748 0 0 0.7628 1.4094 0.431
+LDHD 19.2123 155.415 1086.06 44.9264 59.2388 40.5134 40.6133 13.5992 326.11 30.2997 161.578 2661.41 83.1448 1008.59 289.131 586.494 527.889 46.5294 142.354 484.483
+LDLR 8531.22 10610.1 22062.5 2247.1 20577.7 84194.8999999999 116.867 21911 30399.6 1099.7 24942.1 4682.04 25974.5 24639.8 7362.09 662.35 7505.13 11237.2 24059.7 52301.3
+LDLRAD1 0 4.0263 15.4051 0 170.451 4.4124 0 0 0.5285 0 0 0.6068 2.2624 10.4257 5.9116 4.6253 0.4462 0 14.0944 7.3276
+LDLRAD2 129.962 158.117 97.5441 455.647 158.441 197.144 237.978 158.645 215.55 327.562 261.889 63.1129 793.626 212.356 131.275 339.167 123.708 324.333 114.762 113.328
+LDLRAD3 195.485 124.815 645.83 210.689 134.685 142.8 224.202 162.171 720.93 395.678 192.112 199.636 54.2986 327.831 537.955 231.267 318.161 160.946 186.516 207.759
+LDLRAP1 665.706 473.091 1494.3 1408.99 1211.6 1931.01 628.264 644.263 1858.88 845.717 1349.24 780.947 703.62 1552.66 1797.66 1012.03 715.306 1016.02 1415.08 381.897
+LDOC1 2461.58 496.041 2302.47 1849.73 352.08 601.284 58.0191 1181.09 1941.33 553.86 1693.38 1423.54 1932.13 1806.74 1712.21 2618.87 1427.93 1341.72 756.871 59.9138
+LDOC1L 340.538 927.66 792.179 287.374 369.963 610.91 157.48 557.908 964.059 506.183 318.702 523.665 522.059 910.898999999999 985.624 277.521 1233.38 225.019 1203.66 812.069
+LEAP2 2.8818 2.0132 1.185 7.7459 0.5589 0.8022 3.3154 0.68 8.9852 3.1191 5.7252 5.4612 1.1312 8.495 13.4354 2.7752 8.4784 8.3905 4.6981 2.5862
+LECT1 0 0 0 0 0 0 0 0 0 0.4456 0 0 0 0 0 0 0 0 0 0
+LECT2 0 0.4026 21.5079 0.7746 0 0 1.6577 0 0 0 3.327 0 0 2.3168 0 0 0.8925 0.7628 1.4094 0
+LEF1 3811.72 3207.76 1047.55 1583.27 19.0011 528.279 908.827 2957.15 140.063 29.8541 853.053 108.01 494.909 2290.18 349.322 2776.13 1243.19 1630.05 158.797 941.81
+LEFTY1 7.6849 10.2953 12.2648 46.282 13.9714 101.007 50.8744 3.8384 6.0307 2.0987 2.5445 3.0947 62.9186 4.5139 9.4102 3.7003 9.0228 3.8139 7.3103 16.9698
+LEFTY2 2.8818 5.6368 0 0 96.1234 57.3606 31.4961 0 0 0 2.5445 7.2816 146.493 0.3861 1.0748 0.9251 57.5636 0 28.6587 5.6034
+LEKR1 41.7867 21.3394 8.8876 13.1681 20.6777 8.8247 5.3875 10.1994 21.1416 4.4558 13.9949 20.6311 18.0995 18.1485 5.9116 11.1008 27.22 9.1533 11.2755 9.9138
+LELP1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LEMD1 0.9606 0.8053 2.9625 0 0 0 2.0721 2.3799 13.7421 0.4456 1.2723 0 0 1.5446 2.6871 0 0 0.7628 0.9396 0.431
+LEMD2 1573.49 1259.43 778.551 1233.93 1488.79 1101.89 1597.18 945.485 1729.92 1092.57 1208.02 915.048 1051.47 779.612 895.338 1230.34 857.653 963.387 1391.59 1218.53
+LEMD3 450.528 962.689000000001 651.755 814.872 442.056 451.665 461.666 976.763000000001 840.909 312.354 874.046 606.189 316.176 809.345 538.492 647.549 643.016 843.631 661.968 3149.57
+LENEP 0 0.8053 0 0 0 0 0 0 0 0.4456 0 1.2136 0 0 0 1.8501 0 0 0 0
+LENG1 240.154 212.186 284.402 413.633 278.87 580.826 297.555 483.452 347.78 277.598 533.715 305.825 780.543 378.801 286.981 411.656 301.651 575.134 225.981 340.517
+LENG8 1857.9 2546.34 2928.36 7626.64 1905.75 2153.23 1895.27 2629.44 3301.25 1636.33 7152.44 4729.41 940.057 4053.87 1945.69 1340.93 3158.6 3038.36 817.524 2072.58
+LENG9 48.439 266.437 227.32 385.755 108.927 354.589 71.5789 656.464 394.313 109.016 264.86 231.153 350.667 311.42 1093.94 201.156 213.106 215.644 50.693 92.0776
+LEO1 345.821 252.852 303.955 261.038 242.544 353.389 479.901 368.199 576.11 761.056 540.076 231.189 322.964 345.207 517.533 338.575 323.962 562.166 675.123 312.931
+LEP 0.4803 0 43.2529 5.4222 0.5589 1.2034 0 0 4.7569 26.2894 0.6361 0.6068 0 0 2.6871 0 3.1236 4.5767 0 0
+LEPR 82.6129 196.58 107.261 101.82 192.336 26.9635 45.288 140.442 118.922 213.59 145.674 192.985 33.9367 224.041 124.847 201.665 27.6975 147.979 235.419 47.1121
+LEPRE1 1789.63 1361.29 1116.28 1869.09 483.411 1764.14 4801.91 1395.62 1763.21 2667.71 1099.87 538.228 2910.07 1263.83 2313.05 1131.36 1292.28 1276.13 590.557 1385.78
+LEPREL1 3013.93 613.206 1985.48 334.624 1422.29 4854.79 1120.6 426.675 2035.41 279.826 1753.82 773.665 1542.99 1102.42 275.158 560.592 2074.07 1242.56 948.555 3585.34
+LEPREL2 1189.24 2498.72 792.765 4390.4 26.8251 22.4629 4608.76 1285.81 116.279 39.6569 117.684 566.748 163.462 155.613 73.0888 110.083 3563.59 541.571 25.37 61.2069
+LEPROT 156.58 636.462 355.485 28.3114 437.495 375.764 225.744 586.095 332.452 460.131 118.957 372.548 119.909 343.195 650.646 173.913 202.111 84.6682 313.324 414.957
+LEPROTL1 1271.85 936.518 1168.42 1050.35 4838.58 1994.79 908.413 1927.69 1362.05 780.216 1638.68 2185.68 3104.07 1373.88 1579.47 1497.69 950.915 1868.04 1766.97 3206.9
+LETM1 920.749 1183.33 1469.41 2941.91 1371.99 1277.98 737.256 2584.87 2119.98 681.297 1420.48 2807.65 2106.33 2239.6 1976.08 1396.85 3379.3 2668.19 4640.36 831.034
+LETM2 50.4323 19.3263 24.2927 76.6847 45.8262 20.8584 34.397 97.2343 59.7252 55.6979 68.0662 78.8835 40.724 44.4058 87.0617 55.5042 49.0852 110.603 24.9002 60.3448
+LETMD1 1197.89 2112.2 822.989 1257.94 1288.72 910.951 1007.46 1221.55 1148.52 793.584 1099.87 1796.72 1476.81 1844.19 1191.99 756.707 1957.16 1093.82 1313.13 3183.62
+LEUTX 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LFNG 62.44 177.157 59.2505 67.3896 199.512 60.9707 498.135 278.104 69.7674 290.966 346.056 342.233 64.4796 64.485 379.417 1973.17 101.294 139.588 59.6664 28.4483
+LGALS12 2.4015 0.4026 0.5925 0 0.5589 0 3.7298 0 0.5285 4.4558 1.2723 0.6068 0 0 0.5374 1.8501 0 0 0 0
+LGALS13 0 0 0 0 0 0 1.6577 0.34 0 0 0 0 0 3.8614 0 0 3.1236 0 0.9396 0
+LGALS1 491.354 2941.62 9379.94 19287.4 1131.68 4675.09 27889.3 3295.43 9709.83000000001 14174.9 7923.66 9763.96 2614.25 11201.5 13185 14688.3 3032.57 15139.6 2035.71 6115.95
+LGALS14 0 0 15.4051 0 0.5589 0 0 0 0 0.4456 0 0 19.2308 1.5446 0 0.9251 4.4623 0.7628 0 0
+LGALS2 0.9606 2.0132 0 0 16.2068 0.4011 4.5586 3.3998 1.5856 19.6057 0 6.068 0 0 0.5374 4.6253 1.7849 6.1022 5.168 0
+LGALS3 7607.11 3192.05 359.058 4421.38 2336.02 956.278 5354.33 640.863 2067.12 9264.57 388.677 3258.5 1367.65 1644.17 381.029 2086.03 5320.84 430.206 972.986 2053.45
+LGALS3BP 8582.61 11729 15875.6 13677.8 21605.4 11554 23642.4 12764.9 10223 36725.4 33052.8 16251.8 10545.2 17409.4 1420.39 62025.9 6689.87 50841.3 10138.1 6063.36
+LGALS4 0.4803 0.4026 4.1475 5.4222 12.8537 2.8079 2.901 0.34 3.6998 1.7823 2.5445 0.6068 1.6968 0.7723 3.2245 0 6.2472 2.2883 0 2.1552
+LGALS7 0 0 0 0 1.1177 0 0.4144 0.34 0 20.0512 0.6361 0 0 0 0 0 0 0 0 0
+LGALS7B 0 0 0 0 0.5589 0 0.4144 0 0 26.2894 0 0 0 0 0 0 0 0 0 0
+LGALS8 341.018 605.544 915.906 382.649 1325.19 1199.91 552.424 227.107 568.113 613.122 280.534 359.83 538.145 339.18 477.764 326.55 368.139 282.227 660.559 530.091
+LGALS9 399.616 214.199 99.5408 672.347 585.123 239.069 2931.62 151.291 174.947 1126.88 750.636 446.602 532.805 186.891 232.702 336.725 148.594 882.532 354.71 33.6207
+LGALS9B 0 0 0 0 0 0 1.2433 0 0 0 0 0 0 0 0 0 0 0 0 0
+LGALS9C 15.3698 1.6105 1.185 27.8854 19.56 4.0112 70.0373 3.7398 3.6998 39.6569 17.1756 3.6408 18.0995 3.8614 5.9116 8.3256 5.3548 29.7483 7.0472 0.8621
+LGI1 0 4.8316 0 2.3238 0 0 4.5586 6.4596 0.5285 0 0 0 0 0.3861 0 0.9251 0 73.9893 0 0
+LGI2 12.488 18.521 7.1101 48.7994 133.008 5.6157 566.1 18.3589 8.4567 23.1703 16.5394 39.4417 12.4434 10.8119 13.4354 39.778 2.6774 12.2044 29.5983 1.7241
+LGI3 40.3458 18.521 79.3956 128.583 24.5897 302.046 12.0182 14.2792 4.7569 4.4558 5.7252 21.8447 466.629 438.266 7.5238 6.4755 25.4351 6.1022 33.3568 149.138
+LGI4 68.2037 8.8579 2.37 13.9427 11.736 16.446 138.831 63.5763 38.5835 74.4124 29.8982 16.9903 13.009 8.495 5.3742 80.481 30.3436 29.7483 5.6378 5.6034
+LGMN 774.736 1484.5 1315.95 1421.38 5690.28 842.76 12711.1 1184.15 2216.17 2534.92 1655.22 1413.23 1813.35 1030.99 1288.73 1958.37 1148.15 1661.33 4208.6 1586.64
+LGR4 826.608999999999 831.029 673.678 343.145 3091.6 1263.14 265.23 387.577 874.207 46.7862 576.972 603.762 632.353 783.859 563.751 342.276 318.608 308.162 965.469 1460.34
+LGR5 5.2834 4593.61 931.418 76.6847 0 0.8022 9.1173 114.913 31.1839 0 52.799 240.898 1.6968 540.593 7.5238 56.4292 1124.5 3.8139 4.6981 577.155
+LGR6 7.2046 23.3526 1.7775 5.4222 2.7943 0 6.2163 2.3799 2.6427 316.364 2.5445 4.2476 2.2624 0.7723 0 3.7003 24.9888 26.6972 3.7585 1.2931
+LGSN 0 0.4026 5.925 10.8443 1.1177 11.6326 0.4144 0.34 44.926 11.5852 3.8168 0 0 37.4554 4.8368 5.5504 0.4462 0 26.7794 6.8966
+LGTN 1131.12 1174.07 590.727 467.854 637.655 346.971 846.664 436.875 669.662 924.139 569.338 661.408 507.353 671.107 788.392 691.027 423.025 938.215 402.161 484.914
+LHB 2.8818 0.8053 2.37 11.6189 2.2354 0.4011 1.6577 0.68 28.0127 1.7823 0.6361 0 32.2398 2.703 0.5374 0 5.801 2.2883 3.2887 17.6724
+LHCGR 12.488 0 0.5925 0 0 0 0.4144 0 0 1.3367 0 0.6068 0 0 0 0.9251 0 0 3.7585 2.1552
+LHFP 588.857 980.808 412.383 278.079 205.659 352.186 1313.72 1140.97 366.279 484.349 794.529 402.306 177.036 737.137 533.118 1667.9 1051.76 1146.45 568.476 108.621
+LHFPL1 7.2046 9.2605 2.37 2.3238 0 0 0.8288 12.9192 1.0571 0 3.8168 3.034 5.0905 14.6732 0 7.4006 222.222 12.2044 7.9868 4.7414
+LHFPL2 787.704 1212.32 1413.12 919.442 1246.25 1247.49 3406.13 945.145 797.04 703.576 728.371 1243.93 1319 1166.91 1726.19 966.697 766.622 652.174 1259.1 955.172
+LHFPL3 0 0 0.5925 0 0.5589 0 1.2433 0 3.6998 0 0.6361 0 0 0.3861 0 0.9251 21.8652 0 0.4698 0
+LHFPL4 0 4.4289 0.5925 288.923 3.3531 89.8516 0 0.34 1.0571 0.4456 2.5445 231.189 4.5249 5.7921 0.5374 0 4.9085 20.595 2.3491 0.8621
+LHFPL5 0.4803 0 0.5925 0 0 0 0 0 0.5285 1.7823 0 0 0 0 0 0 0 0.7628 0 0
+LHPP 205.572 569.319 872.76 526.723 1081.39 822.302 608.786 483.112 407.505 448.702 936.387 755.461 311.086 315.474 239.688 1171.14 86.5685 668.955 448.203 399.138
+LHX1 0.9606 1.6105 0 3.873 0 14.8416 0.4144 0.34 0.5285 0.4456 6.3613 0 1.6968 0 0 0 3.5698 0 0 0.431
+LHX2 71.0855 9.2605 1.7775 177.382 0.5589 201.765 31.9105 5.7797 7.3996 11.5852 8.2697 2.4272 92.1946 3.0891 12.898 0 215.975 1.5256 2.3491 67.2414
+LHX3 0.4803 0.8053 2.37 0.7746 0 2.4067 4.9731 3.0598 0.5285 1.3367 0 0 3.9593 3.4752 3.2245 0 9.3708 0 0 0
+LHX4 3.9385 7.7788 1.268 2.3238 0 2.1781 2.5653 7.0308 0 0.459 0 0.6311 2.681 1.7724 0 1.0453 5.0067 2.4867 2.3491 6.5603
+LHX5 1.4409 0.4026 71.6931 17.0411 0 0 0.4144 7.4796 14.2706 0 0.6361 0 3.9593 0 1.6123 0 30.7898 0.7628 0 15.5172
+LHX6 36.9837 59.1867 82.3582 132.456 31.296 64.5808 203.481 126.133 38.055 7.5749 58.5242 20.0243 78.6199 162.95 42.9934 95.2821 224.9 133.486 38.5248 44.8276
+LHX8 0 0 1.185 0 0 0 0.7915 0 0 0 0 0 0 0 0 0 0 0 0 0
+LHX9 0.4803 0.4026 1.185 1.5492 0 0 28.1807 0 0 0 0 0 0.5656 0 0 0 0.4462 0 0 0.431
+LIAS 116.715 184.405 233.447 359.411 413.554 202.166 181.517 466.113 485.201 52.1332 311.069 573.422 228.507 508.543 589.547 290.472 577.867 358.505 559.079 116.379
+LIF 132.084 43.8867 951.563000000001 105.345 21.7954 85.4392 46.8297 8.4995 790.169 749.025 126.59 26.699 174.208 244.425 171.974 26.827 576.975 125.095 125.91 125.431
+LIFR 695.485 938.531 424.233 716.499 404.053 1963.9 898.467 2557.33 184.989 248.635 389.313 388.349 799.774 449.464 263.872 928.77 2377.96 215.866 845.196 1063.36
+LIG1 451.489 401.423 737.668 1484.12 909.819 1495.39 672.192 837.711 1573.47 848.39 1648.22 596.481 1243.21 898.928 1277.44 342.276 1618.92 511.823 553.911 2412.5
+LIG3 542.747 679.237 414.161 194.423 418.025 329.723 307.087 474.612 334.567 209.87 275.445 413.835 275.452 355.633 455.73 282.146 277.108 394.356 275.781 496.552
+LIG4 414.986 460.207 434.899 568.552 275.516 139.19 138.002 248.525 452.96 82.4329 220.738 395.024 92.1946 417.029 358.458 226.642 232.486 524.79 675.123 437.931
+LILRA1 2.4015 0.8657 0 1.433 2.7943 0.4011 17.2109 1.0199 0 7.5749 1.2723 9.7087 1.6968 1.1584 1.6123 2.7752 0 8.3905 2.3491 0
+LILRA2 27.8578 3.9659 6.5176 7.8621 22.9131 10.4292 73.133 9.1795 14.7992 77.9771 12.7226 61.2864 70.1357 16.2178 40.8437 18.5014 5.801 70.9382 22.0813 2.5862
+LILRA3 3.8425 3.221 7.1101 1.5492 1.1177 0.8022 23.2076 1.3599 3.1712 10.694 0.6361 0 0 0 0.5374 2.7752 2.2311 7.6278 0 0
+LILRA4 22.0941 2.0132 1.185 9.2951 0 1.6045 3.3154 2.7198 1.0571 1.3367 4.4529 3.6408 5.0905 0.3861 4.2993 3.7003 0.8925 4.5767 0.9396 0.431
+LILRA5 6.7243 14.4947 1.7775 1.5492 6.1474 1.2034 147.534 9.5194 4.7569 125.209 6.9975 6.6748 5.0905 0.3861 3.7619 1.8501 2.2311 49.5805 22.5511 1.2931
+LILRA6 10.5091 11.3139 19.683 18.141 74.7694 3.7345 334.94 3.4882 29.0698 80.3119 11.0751 7.5243 43.5803 0.7723 14.6016 3.7003 10.7095 98.4211 12.2152 3.0172
+LILRB1 67.7233 42.6788 12.4426 20.1394 30.1783 16.446 592.623 41.1376 17.4419 209.87 41.9847 55.8252 79.1855 10.4257 23.109 43.4783 9.817 207.475 23.0209 3.4483
+LILRB2 66.2824 42.6788 17.7751 31.7583 96.6822 6.418 972.648 23.4586 21.6702 478.556 48.3461 111.65 22.0588 6.1782 20.9593 83.2562 11.602 382.914 52.6192 1.2931
+LILRB3 21.6715 30.5596 33.6424 28.3346 49.8556 5.8925 446.245 8.7511 20.6131 146.935 14.3702 17.3544 17.5057 2.703 17.106 12.0259 19.1879 205.164 22.0813 3.8793
+LILRB4 104.707 57.9788 6.5176 36.4059 125.184 13.6382 1714.05 10.1994 53.3827 344.436 60.4326 118.325 100.679 32.4356 28.4831 65.6799 44.1767 270.023 51.6796 6.0345
+LILRB5 27.3775 5646.09 3231.52 560.806 6341.91 56.5584 828.844 13.2592 881.078 238.833 940.204 192.354 149.887 22.7821 5083.97 138.76 124.944 1437.83 943.387 394.397
+LILRP2 0 0 0 0 0 0 0 0 0 16.9322 0 0 0.5656 0 0 0 0 0 0 0
+LIM2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LIMA1 320.365 682.861 984.743 312.936 1000.35 1447.25 3454.21 526.629 980.444 317.701 1101.78 1483.62 279.977 755.285 579.874 1836.26 775.1 1181.54 1671.6 471.121
+LIMCH1 1523.05 283.049 172.419 144.074 1073.56 530.285 404.476 791.474 513.742 773.978 1094.15 593.447 112.557 779.612 224.103 515.264 1510.93 999.237 1306.55 948.276
+LIMD1 402.416 627.552 434.792 288.799 495.052 369.033 1612.51 407.218 311.126 319.546 390 749.199 309.282 320.34 73.8573 295.19 315.364 307.712 413.733 525
+LIMD2 298.016 81.6092 119.84 755.654 86.3545 48.933 765.69 113.948 43.0603 591.195 186.711 201.754 174.581 44.4638 41.6445 538.76 74.8639 853.623 65.1257 99.4655
+LIME1 96.1431 142.66 54.7356 421.588 130.135 45.9968 287.92 178.054 141.374 180.813 338.887 111.068 242.381 113.814 131.786 301.027 261.397 913.532 89.3822 66.6853
+LIMK1 361.671 820.158 876.907 783.889 912.613 493.382 6199.75 404.577 1467.76 1957 209.924 1321.6 283.371 437.108 654.037 513.413 471.664 1674.29 2375.85 602.155
+LIMK2 200.288 424.372 546.289 482.572 389.523 299.639 715.707 276.404 466.173 1762.28 241.094 397.452 269.796 436.336 298.804 235.893 459.616 432.494 603.712 281.034
+LIMS1 70.6052 510.938 244.112 48.0248 202.306 454.071 147.949 211.128 98.8372 100.256 63.6132 99.5146 78.6199 128.97 232.702 103.608 62.0259 79.3288 280.009 362.069
+LIMS2 321.806 257.683 96.5783 203.718 359.345 221.42 261.086 262.805 161.734 98.0283 408.397 248.786 185.52 271.455 121.456 561.517 149.041 254.767 277.66 75
+LIMS3 144.798 65.2946 62.4559 38.8226 68.8008 124.3 97.0908 52.8771 29.2812 2.4463 32.8626 19.0413 215.351 50.5686 55.1122 48.2886 13.4092 13.4325 72.1306 133.957
+LIMS3-LOC440895 152.512 39.3893 77.9677 324.462 115.622 708.432 71.5789 63.0561 45.7717 51.9149 88.6387 37.9976 153.993 55.6193 83.5416 73.8205 22.2892 71.9985 52.84 180.267
+LIN28A 4.8031 0 3.555 5.4222 0 0 0.4144 0.34 8.4567 0.4456 71.883 0 1.6968 1.5446 0 0 0.4462 2.2883 0 0.431
+LIN28B 0 0 0 1.5492 2.7943 0 0.4144 0.34 5.2854 0 0 0 2.2624 0 1.0748 0 0 0 0.4698 0.431
+LIN37 299.611 93.3619 327.24 1184.94 260.31 365.455 291.148 396.485 519.704 332.213 698.766 214.593 387.777 291.619 547.698 238.529 429.398 624.356 152.117 176.194
+LIN52 24.0154 144.544 181.306 111.541 42.4731 164.46 87.0286 98.9342 152.22 114.515 51.5267 100.728 48.6425 47.1088 177.348 41.6281 98.6167 24.4088 210.007 77.5862
+LIN54 271.854 363.978 244.704 492.641 243.103 324.91 288.438 385.198 650.634 231.258 307.252 486.044 202.489 545.999 369.743 495.837 561.356 494.279 651.163 393.966
+LIN7A 8.6455 10.4684 8.2951 81.3323 2.2354 7.6213 60.92 72.7558 6.3425 0.8912 3.8168 21.2379 6.2217 24.3267 34.3947 11.1008 70.058 4.5767 14.0944 65.0862
+LIN7B 26.8972 100.658 198.489 438.42 68.7394 34.8977 33.5682 134.632 298.626 74.4124 228.371 128.034 199.661 175.693 338.036 133.21 197.233 199.847 119.333 93.1034
+LIN7C 962.056 489.599 751.889 493.416 716.454 573.205 447.99 709.539 720.402 1008.35 729.644 439.32 714.932 517.424 502.486 777.983 516.734 721.587 792.577 833.621000000001
+LIN9 56.6763 143.739 58.0655 88.3036 19.0011 151.223 105.678 85.335 119.979 225.465 69.9746 61.2864 74.6606 54.4454 110.171 55.5042 58.0098 63.3105 80.8081 293.103
+LINGO1 259.366 142.531 40.8828 635.941 48.0617 98.2752 388.313 362.419 99.3658 83.3241 548.982 75.2427 32.2398 851.433 10.2109 323.774 620.705 866.514 47.9211 75.8621
+LINGO2 0 0 1.185 10.8443 135.802 0 0.4144 1.0199 3.6998 0 0 154.733 0 0 15.5851 49.0287 0 0 0.4698 0
+LINGO3 0 0 30.3599 25.7088 1.3971 0 8.5039 0 6.3425 0.9134 1.2723 4.3689 0 0.3861 0 1.8501 6.4525 2.1739 0 0
+LINGO4 0 1.2079 72.8781 0.7746 11.1771 0.8022 2.0721 0 1.0571 3.1191 2.5445 0 0 0.3861 0 0.9251 0 0 94.9025 0
+LINS1 186.359 153 252.407 177.382 212.924 241.877 170.327 193.789 283.298 843.489 344.784 113.471 190.611 281.108 610.506 113.784 223.561 445.462 334.508 116.81
+LIPA 2010.57 1589.18 2655.01 838.11 3215.66 4959.49 2323.25 1770.96 1732.03 1816.2 1388.04 2738.47 15246 2256.59 2349.05 1341.35 1162.87 1070.94 1740.66 8379.31
+LIPC 2.4015 1.2079 1.185 0 1.1177 1.2034 403.233 0.34 0.5285 4.9014 0.6361 1.8204 0.5656 0.3861 0 2.7752 0.4462 3.0511 0.9396 0
+LIPE 2461.23 479.452 3790.7 655.686 3193.49 5220.51 27.7663 4169.32 2289.06 12.4763 2852.41 2147.38 5652.15 3938.43 2720.28 1909.34 2185.1 3594.88 1619.68 3606.9
+LIPF 0 0 0.5925 1.5492 0 0.4011 0 0 1.0571 0 0.6361 1.8204 0 0.3861 0 0 0 3.0511 1.8793 0.431
+LIPG 29.2988 13.6894 223.967 4.6476 5.0297 296.43 384.169 48.6172 98.3087 69.9566 29.2621 6.068 246.606 32.0494 64.4901 4.6253 24.9888 57.971 338.736 560.345
+LIPH 45.6292 24.5605 0 1.5492 263.221 470.116 0.8288 0 34.3552 35.6467 11.4504 32.767 125 20.4653 1.0748 8.3256 1.3387 0 144.703 246.983
+LIPI 0 0.4026 0 0 0 0.4011 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LIPJ 0.4803 0 0 4.6476 0 0.4011 0.4144 0.34 1.0571 0 0 1.2136 0 0.3861 0.5374 0.9251 0 3.8139 0.4698 0
+LIPK 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+LIPM 0 0 0 0 0 0 0.4269 0 0 0 0 0 0 0 0 0 0 0 0 0
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+LOXL3 72.7329 386.686 2210.5 78.5825 1978.64 2350.51 623.357 13.181 42.1089 45.0217 33.3142 398.72 313.134 31.8023 32.9652 2043.78 333.101 899.253 510.514 627.784
+LOXL4 36.5034 16.9105 5.3325 293.571 3734.84 2.0056 3496.89 12.9192 13.7421 76.1947 20.9924 472.087 5.0905 7.7228 0.5374 43.4783 8.4784 83.9054 67.1835 5.6034
+LPA 3.3622 0.4026 13.0351 0 74.8868 176.494 0 8.1595 56.0254 0 0 0 95.5882 0.7723 6.9864 0 69.1656 0 241.015 25.8621
+LPAL2 2.4015 0 3.555 13.9427 3.912 5.2146 14.0903 1.6999 13.2135 8.9117 2.5445 1.2136 23.19 9.6534 4.2993 5.5504 10.7095 3.0511 19.7322 8.6207
+LPAR1 583.093 64.8235 36.1428 182.804 12.8537 5.6157 2627.02 112.534 10.5708 157.736 148.219 217.84 419.118 235.544 65.565 620.722 92.3695 213.577 42.7531 1215.09
+LPAR2 27.8578 110.723 46.8079 278.079 42.4731 33.2932 129.3 54.0569 15.8562 141.25 24.173 35.1942 66.7421 36.6831 16.6599 23.1267 23.2039 68.6499 13.1548 400.431
+LPAR3 0.9606 0.4026 0 9.2951 0 2.0056 0 0.34 1.0571 46.7862 0.6361 14.5631 2.2624 11.198 2.1497 32.3774 0 3.0511 0.9396 12.5
+LPAR4 0 1.2079 0.5925 1.5492 1.6766 2.0056 17.4057 2.7198 2.1142 0 1.2723 0.6068 0 1.1584 1.6123 3.7003 0.4462 0 0.4698 1.2931
+LPAR5 100.865 10.4684 5.3325 24.0124 69.8571 11.2314 256.527 13.9392 20.6131 114.515 34.9873 166.869 42.9864 25.0989 31.1702 77.7058 16.5105 219.68 23.0209 4.3103
+LPAR6 417.387 273.386 81.1732 272.657 742.162 167.268 978.865 328.081 124.207 453.604 468.829 724.515 190.045 173.762 151.552 625.347 117.358 1022.12 297.392 57.3276
+LPCAT1 714.217 1616.16 4709.23 2835.79 5016.3 5126.35 2731.04 2018.12 3837.74 1297.98 1382.95 938.107 748.303 1950.38 858.256 2217.39 2397.14 853.547 1596.43 437.931
+LPCAT2 299.712 1121.33 830.099 900.077 379.464 669.073 236.635 646.982 967.758999999999 284.728 716.921 1081.92 68.4389 1793.22 895.875 1358.93 1016.06 1142.64 411.088 1415.09
+LPCAT3 365.034 1244.13 2243.82 565.453 1396.58 1084.24 1485.7 361.739 945.56 1354.13 1904.58 713.592 2666.29 804.711 528.282 1245.14 1585.9 1181.54 1165.14 1798.71
+LPCAT4 964.457 494.833 410.013 341.596 179.393 951.464 750.104 540.569 269.027 1714.6 480.28 318.568 1028.85 215.079 142.416 602.22 404.73 454.615 343.434 145.259
+LPGAT1 2356.39 2531.74 1173.75 4032.53 3064.77 2980.75 1012.02 2144.26 1950.85 2102.71 3396.31 575.85 1074.66 1427.16 732.5 1648.47 1391.34 2340.96 1205.07 4187.93
+LPHN1 846.302 1304.12 545.104 5824.94 200.63 450.862 624.948 3522.88 2599.33 178.679 1877.23 1090.41 518.1 1969.3 1211.88 1068.46 1713.97 498.856 655.391 897.414
+LPHN2 83.5735 280.633 249.445 220.759 895.288 134.777 2005.8 1273.23 154.334 48.123 174.3 1607.4 460.973 1002.03 832.997 860.314 380.634 131.96 316.185 30.6034
+LPHN3 0 55.9656 1107.39 368.706 757.251 643.803 2.901 1244.33 40.6977 0.4456 6.3613 782.16 1351.24 1076.17 1129.65 163.737 184.739 23.6461 150.341 893.966
+LPIN1 2407.3 400.215 1627.02 491.867 1678.25 1743.28 786.573 551.788 1861.52 322.157 607.506 1707.52 2763.57 1439.91 590.085 513.413 676.038 901.602 1717.64 3823.28
+LPIN2 339.097 596.296 831.284000000001 307.514 623.125 558.363 1873.19 428.375 493.129 283.391 247.456 732.403 591.063 533.642 633.078 585.569 565.819 464.531 743.246 679.741
+LPIN3 305.245 483.144 404.681 165.151 552.726 115.247 19.3659 20.8986 258.229 295.515 408.187 213.301 44.0441 299.743 168.55 127.308 403.641 643.966 262.725 508.802
+LPL 46.1095 323.312 136.276 119.287 453.233 7186.12 604.641 184.609 174.947 30.2997 50.2545 2155.34 864.819 211.603 370.281 464.385 564.034 382.914 1721.4 1714.22
+LPO 0 0 11.8501 3.0984 1.1177 0.4011 5.8019 0 21.6702 0 0 1.2136 0 0.3861 1.0748 0 1.3387 0 3.2887 0.8621
+LPP 100.384 386.525 61.028 69.7134 58.1211 136.783 49.3162 92.1346 213.531 166.202 105.598 96.4806 74.095 49.8118 112.858 75.8557 34.8059 57.2082 113.225 84.9138
+LPPR1 0 15.3 49.1779 46.4756 0 2.0056 2.4865 2.0399 30.6554 0 4.4529 1.2136 15.2715 156.386 5.3742 4.6253 4148.15 3.8139 0.9396 742.672
+LPPR2 598.463 790.363 1561.84 3607.28 553.268 1379.06 1128.89 2673.26 1905.92 435.78 1309.16 1637.74 1450.79 2419.15 2394.2 1794.63 1378.85 793.288 755.462 975.430999999999
+LPPR3 0 1.6105 0.5925 41.828 0.5589 1.2034 1.2433 6.7996 0.5285 0 0.6361 1.8204 2.2624 0 0.5374 0 1.3387 0.7628 0 0.8621
+LPPR4 0.9606 6.0395 81.7657 74.361 1.6766 8.0225 72.5238 31.2782 20.0846 7.5749 5.7252 12.1359 5.0905 55.99 159.613 55.5042 11.602 3.8139 23.4907 0.8621
+LPPR5 0 0 1.185 1.5492 0 0 80.8123 0.34 0 0 0 0 0 0.7723 1.0748 0 2.2311 0 0.4698 0
+LPXN 221.422 140.921 116.131 106.894 150.891 74.2078 352.259 127.833 163.319 306.116 116.412 211.165 97.2851 112.752 218.192 171.138 181.615 317.315 168.663 48.7069
+LQK1 67.243 8.4552 10.6651 4.6476 3.3531 6.8191 124.741 5.4397 33.2981 76.6403 1.9084 37.0146 69.0045 7.3366 97.81 10.1758 11.1557 5.3394 71.8816 10.3448
+LRAT 7.2046 0.8053 25.4777 1676.22 891.376 2.0056 0.4144 6.1196 1578.22 0.8912 12.7226 4.2476 15.8371 88.4255 79.0004 3.7003 116.466 5.3394 53.5588 28.0172
+LRBA 898.175 1373.37 569.99 694.81 810.901 728.038 486.117 494.331 1374.21 422.413 776.081 1307.04 462.67 1464.62 352.009 1234.97 427.934 1282.23 2137.66 683.19
+LRCH1 302.594 298.752 133.314 171.185 331.961 100.281 588.479 293.063 182.347 262.449 196.565 186.286 103.507 149.821 181.647 210.916 136.546 183.829 393.235 226.724
+LRCH2 726.705 604.751 207.377 109.992 24.0308 9.627 113.137 223.367 173.362 2.2279 250 24.8786 26.5837 128.97 10.2109 445.883 459.17 700.229 523.373 257.328
+LRCH3 103.746 366.796 98.3558 34.8567 80.4754 222.222 201.409 171.35 116.279 243.734 103.053 228.762 77.4887 141.326 53.7418 123.034 108.88 89.2449 102.419 204.31
+LRCH4 1449.57 2450.81 3835.88 4558.48 2003.5 2488.57 1637.8 1323.2 3705.6 648.769 3242.37 3669.3 891.403 3306.5 1953.51 2282.15 2014.28 5019.07 4158.8 1432.33
+LRDD 1083.09 251.241 595.467 907.823 431.996 841.957 619.561 215.887 348.837 1244.51 337.786 459.345 927.602 425.138 246.675 237.743 692.548 553.776 193.564 574.569
+LRFN1 346.782 109.516 572.36 2422.93 96.1234 85.8404 86.6142 409.336 722.516 108.722 190.204 30.3398 173.643 400.425 51.0547 64.7549 415.44 355.454 112.286 240.517
+LRFN2 2.4015 0.4026 5.925 7.7459 8.3829 113.518 0.4144 206.028 7.9281 0 1.9084 0.6068 41.2896 21.2376 16.1225 5.5504 82.9987 0 12.2152 0.431
+LRFN3 191.162 684.069 534.439 587.142 409.083 384.677 378.367 918.287 815.011 215.217 550.891 452.67 407.805 487.306 353.621 478.261 531.905 569.031 256.519 384.483
+LRFN4 214.697 636.559 33.7728 656.081 912.053999999999 336.542 171.571 494.331 118.393 797.594 67.43 404.733 163.462 96.9206 486.363 198.89 132.53 85.431 42.2833 159.914
+LRFN5 680.596 4.4289 25.4777 51.1232 0 0 20.7211 105.394 35.9408 0.4456 18.4478 35.801 1.1312 52.1286 13.4354 22.2017 0.8925 51.106 59.6664 0.431
+LRG1 1.4409 6.0395 109.613 3.0984 11.736 10.0281 27.3518 2.3799 551.269 39.2113 4.4529 7.2816 11.3122 35.9108 32.7825 12.0259 642.124 12.9672 77.5194 12.5
+LRGUK 0 2.0132 6.5176 57.3199 1.1177 8.8247 3.3154 2.7198 12.1564 3.5647 10.1781 5.4612 1.6968 24.7128 13.9729 3.7003 20.9728 11.4416 7.517 0.431
+LRIG1 859.428 216.128 186.278 235.709 82.0793 77.5251 2172.47 590.44 115.365 193.298 671.138999999999 741.038 47.9921 130.252 102.787 707.53 124.453 378.955 151.125 91.5474
+LRIG2 145.533 167.494 99.5408 142.525 90.5348 132.371 208.869 141.092 141.649 68.6198 81.4249 80.0971 63.914 84.5641 81.1501 65.6799 78.9826 40.4272 84.0968 91.8103
+LRIG3 144.092 100.658 46.8079 45.701 133.008 102.286 1036.88 383.838 25.8985 142.141 164.122 275.485 206.448 240.564 18.8096 222.942 162.874 104.5 84.0968 1096.98
+LRIT1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.4698 0
+LRIT2 2.8818 0 2.9625 0 0 5.2146 0 0 0 1.3367 0 1.2136 2.8281 0.7723 0 0 1.7849 0 0 0
+LRIT3 6.7243 1.6105 13.6276 58.0945 0.5589 1.6045 2.0721 2.0399 9.5137 0 29.2621 10.3155 0.5656 6.5643 6.449 10.1758 3.5698 41.1899 13.1548 1.2931
+LRMP 59.0778 75.6945 24.2927 34.8567 146.979 69.7954 167.012 271.304 29.0698 49.0141 62.341 55.2184 59.9548 82.2473 83.2997 44.4033 35.2521 127.384 53.5588 12.5
+LRP10 1779.06 3739.63 3178.2 2838.11 1922.47 2162.45 4046.83 3529.33 4106.24 1490.92 1963.1 2559.47 2356.33 1373.11 1372.56 2825.16 1895.14 1102.97 4017.85 3298.28
+LRP11 2135.45 1091.92 3772.42 1134 4166.21 2456.48 1179.86 1718.9 3007.83 2529.58 1501.23 839.794 8195.13 2556.22 2832.19 2694.73 2669.25 989.253 4857.86 2898.27
+LRP12 545.149 922.829 194.934 272.657 114.566 29.6831 429.341 1051.9 190.803 341.762 249.364 426.578 124.434 683.85 166.062 517.114 403.391 421.815 246.653 1265.09
+LRP1 1237.27 3516.57 3295.51 1075.14 1842.55 1020.06 50280.6 3885.63 1357.29 3283.5 1129.13 2688.11 748.303 846.028 1669.22 15245.1 1379.3 1968.73 1058.02 536.638
+LRP1B 1.4409 0.4026 0.5925 0 0 0.4011 0 4.0798 5.2854 0 0 9.7087 2.2624 1.9307 33.8573 6.4755 2.6774 0.7628 76.5798 1.2931
+LRP2 0 0.4026 2.9625 1.5492 0 1.2034 4.1442 0.34 2.1142 0.4456 0 0.6068 1.1312 1.9307 0.5374 0 2.2311 0 0.4698 0.8621
+LRP2BP 134.966 47.913 78.2106 313.71 19.56 32.8921 37.7124 175.43 73.4672 15.1498 90.3308 86.7718 16.4027 78.7721 36.007 46.2535 70.5042 205.95 51.6796 37.931
+LRP3 1177.71 902.697 4204.33 4630.33 312.96 1734.46 1104.76 5510.74 2553.9 962.081 3234.05 3123.79 680.995 3389.84 3619.44 3453.27 3266.62 3823.02 995.969000000001 1072.41
+LRP4 222.382 231.102 162.518 141.751 1444.34 276.181 371.604 170.949 195.032 284.563 113.69 786.845 78.0543 240.239 199.339 228.492 84.7836 166.285 694.353 109.845
+LRP5 2012.49 2551.87 2456.53 2006.97 374.993 2902.13 563.614 345.42 1135.31 3955 1896.95 1035.19 245.475 1358.82 97.81 1901.02 1045.52 1873.38 1274.14 1225.86
+LRP5L 129.203 69.2524 72.2856 95.275 79.3577 64.9819 78.3257 29.9183 99.3658 61.4905 57.888 35.1942 109.728 113.525 69.8643 24.9769 210.174 131.198 58.7268 179.31
+LRP6 656.58 1388.27 631.61 808.675 350.962 807.06 970.162 1779.12 893.763 541.384 898.855 837.985 767.534 790.424 303.641 614.246 797.412 766.59 745.126 1169.83
+LRP8 19.2123 366.394 366.168 67.3896 24.5897 72.6033 116.453 30.9382 343.552 1194.61 13.3588 50.9709 75.2262 35.5247 29.558 30.5273 115.127 32.0366 85.976 51.7241
+LRPAP1 2472.14 4160.78 3595.32 2669.25 3444.79 4477.34 4501.86 5972.77 2950.85 2478.33 5786.26 11002.4 4661.76 5138.72 1963.72 9619.8 4821.51 9079.33 4525.25 3269.4
+LRPPRC 2676.75 4245.74 3908.16 2164.99 4804.49 3157.64 2259.01 2505.31 2725.69 3157.4 2267.18 2480.58 3766.97 3518.1 5194.14 1511.56 3825.97 1752.1 4747.47 3381.03
+LRRC10 0 0 0.5925 0.7746 0 0 0 0 0.5285 0 0.6361 0.6068 0 0 0.5374 0 0 2.2883 0 0.431
+LRRC10B 13.4486 124.815 199.674 323.78 18.4423 42.5191 61.3344 33.3181 392.178 6.2382 66.7939 24.8786 19.2308 68.3464 3.2245 48.1036 527.889 151.792 73.7609 18.9655
+LRRC14 1314.97 808.212 562.844 1673.07 674.965 604.124 637.012 1769.37 986.337000000001 1789.93 1331.04 1252.86 1046.17 1590.85 457.643 521.489 1591.58 1622.4 668.203 860.767
+LRRC14B 0 0 0.5925 3.0984 0 0 0 0.34 0.5285 0 0 0 0 0.7723 0 0 1.3387 0 0 0
+LRRC15 0 3.6237 17.7751 9.2951 1.1177 8.0225 370.908 1.0199 1.5856 2.6735 1.9084 20.6311 6.7873 0.3861 6.449 52.729 0.8925 3.8139 0 31.8966
+LRRC1 378.002 46.7051 86.5057 97.5988 149.774 114.32 185.661 60.8565 135.835 61.0449 163.486 53.3981 66.7421 91.1285 52.1295 100.833 57.1174 171.625 256.049 223.707
+LRRC16A 416.907 320.494 363.798 295.895 111.771 186.522 170.327 64.9362 241.543 239.724 223.919 183.252 303.733 259.871 266.559 212.766 255.689 51.106 427.061 524.138
+LRRC16B 10.0865 14.0921 41.4753 111.541 23.472 443.642 12.4327 44.1974 11.0994 4.9014 9.542 13.3495 95.5882 7.3366 8.0613 1.8501 12.0482 9.1533 17.3831 15.9483
+LRRC17 963.016 162.26 37.9203 50.3486 20.6777 50.5415 3881.06 66.9761 67.1247 10.2484 81.4249 44.2961 58.8235 60.2375 61.2656 123.959 109.772 47.2921 52.1494 731.897
+LRRC18 0 0.4026 0 3.0984 0 0.4011 2.901 0 0.5285 0 2.5445 0.6068 1.1312 0 0 0 0 1.5256 0.4698 0
+LRRC19 0.4803 3.6237 1.185 6.1967 2.2354 6.418 3.7298 0.68 14.7992 2.6735 0 1.8204 11.8778 2.703 5.3742 6.4755 0.8925 6.1022 0.4698 3.0172
+LRRC20 253.122 722.319 398.756 111.541 167.657 959.487 658.516 235.266 207.188 639.412 175.572 647.452 567.308 314.702 369.206 245.143 327.086 511.823 362.227 728.448
+LRRC23 233.91 260.502 274.33 240.899 701.924 95.4673 405.719 157.751 448.731 244.18 236.005 339.199 201.357 214.306 422.948 377.428 231.593 262.395 103.359 275.431
+LRRC24 26.5322 75.159 38.5484 113.919 104.082 121.508 48.0274 444.582 54.3605 22.2613 62.7226 26.875 301.114 165.692 61.5021 27.0768 259.862 67.1472 5.0411 234.491
+LRRC25 72.5264 160.649 274.922 120.062 347.609 23.2651 762.536 160.131 226.216 331.068 216.921 686.286 125 5576.21 856.643999999999 111.008 293.619 594.966 477.801 22.4138
+LRRC26 0 0.4026 0 18.5902 0.5589 0.8022 0.4144 0 0 1.7823 0 0 0 0 1.0748 0 5.801 0 0 0
+LRRC27 162.344 243.189 85.9132 153.369 116.36 140.578 120.787 103.694 126.85 212.989 122.137 330.097 119.344 122.792 117.695 139.685 85.676 172.387 46.0418 67.2414
+LRRC2 57.1566 543.954 13.0351 15.4919 269.369 0.4011 29.0095 1.3599 6.3425 1.3367 0 44.2961 14.7059 0 2.6871 2.7752 0.4462 5.3394 105.708 52.5862
+LRRC28 149.856 159.844 95.3933 43.3772 236.955 127.557 220.472 88.7348 164.905 249.972 234.097 109.223 177.602 158.316 137.579 121.184 91.477 243.326 490.486 175.431
+LRRC29 70.6052 72.0708 152.866 162.665 98.9176 43.3213 80.8123 185.969 190.803 32.082 145.674 251.214 97.8507 176.465 92.9733 256.244 188.755 375.286 80.3383 29.3103
+LRRC30 0 0 0 0 0 0 0 0 0 0 0 0 0 0.3861 0 0 0 0 0 0
+LRRC31 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.4698 0.431
+LRRC32 620.077 1504.23 564.065 228.505 659.451 718.01 1808.12 530.709 693.446 215.662 1237.28 771.845 569.005 1008.98 480.451 1108.23 738.51 1420.29 722.575 384.914
+LRRC33 66.7627 72.8761 15.4051 12.3935 206.218 67.3887 502.694 73.0957 34.8837 211.206 82.6972 151.092 72.9638 54.8315 55.8914 146.161 46.8541 109.077 69.0627 8.6207
+LRRC34 17.7714 79.3182 20.7377 17.8156 17.3246 10.4292 21.1355 16.999 16.3848 47.2318 17.1756 69.7816 6.7873 35.9108 25.2586 49.9537 21.419 68.6499 20.6718 15.9483
+LRRC36 3.8425 8.0526 10.6651 9.2951 40.7965 12.0337 1.6577 20.0588 4.7569 0.4456 1.9084 1.8204 19.7964 13.1287 149.402 0.9251 29.0049 2.2883 1.4094 39.6552
+LRRC37A2 44.121 35.0288 74.8571 51.8978 36.7225 87.9101 47.2027 37.0578 60.7135 32.5276 30.6679 78.8592 54.9887 51.7695 153.503 156.198 78.8443 65.3547 32.6803 91.1121
+LRRC37A3 271.374 221.044 295.66 1149.5 116.242 252.306 200.166 200.588 369.979 21.388 203.562 296.723 32.2398 320.88 296.117 370.028 320.393 440.122 215.175 95.6897
+LRRC37A4 109.51 294.725 147.534 212.912 103.947 159.126 95.3005 99.6142 106.21 70.4021 65.5216 274.763 66.6968 118.892 42.9934 86.013 118.251 77.8032 102.889 322.358
+LRRC37A 363.593 173.534 280.255 391.17 140.273 221.42 143.804 219.287 161.205 229.03 155.852 388.349 184.389 178.782 235.389 353.377 253.458 363.844 139.065 259.483
+LRRC37B 130.644 206.147 85.3207 279.628 111.213 158.444 228.346 150.271 127.907 51.2421 119.593 320.995 58.2579 141.326 89.7488 187.789 103.079 109.84 72.3514 164.655
+LRRC37B2 718.06 344.652 167.086 402.788 230.249 505.816 372.98 307.342 358.88 341.762 263.359 510.315 302.602 357.563 81.1501 319.149 368.586 159.42 239.136 789.224
+LRRC3 28.8184 92.2024 271.367 281.177 34.6491 62.5752 25.6942 208.068 146.935 65.9463 76.972 49.7573 19.7964 52.5147 257.961 137.835 305.221 53.3944 91.6138 59.9138
+LRRC39 70.0096 215.286 9.7112 71.2393 203.005 8.6081 90.4434 21.327 61.7336 8.2477 21.0496 112.512 2.9016 13.6963 10.6086 2.7752 6.7827 180.091 26.9063 25.4784
+LRRC3B 0 70.0577 0 0 0.5589 0.8022 2.4865 0.34 1.5856 0 1.2723 30.9466 0 1.1584 2.1497 0.9251 13.8331 1.5256 0.4698 331.034
+LRRC40 233.429 289.089 142.201 160.341 97.7999 173.285 133.444 208.068 245.243 420.185 106.234 197.815 87.1041 160.633 300.416 141.536 135.208 171.625 321.353 185.345
+LRRC41 2094.14 2093.28 1978.97 1173.51 1805.11 1459.69 1659.76 2425.08 1883.19 2444.91 1239.19 1328.88 1791.86 1334.11 2323.26 1306.2 1376.62 1169.34 1094.2 1300
+LRRC42 549.472 740.84 609.095 181.255 1308.84 951.865 724.409 396.757 792.283 1704.36 442.748 468.447 1126.7 396.95 1011.96 302.498 573.851 247.14 585.389 523.707
+LRRC43 17.2911 31.8078 5.925 27.8854 13.9714 0.8022 3.7298 7.8195 1.5856 0.8912 0.6361 22.4515 0 7.3366 0.5374 2.7752 18.2954 6.865 0.9396 0.8621
+LRRC45 439.481 98.6444 161.161 467.854 268.251 314.079 382.511 224.727 281.712 1191.04 220.738 228.762 417.986 195.772 168.749 160.962 420.348 223.494 148.461 610.776
+LRRC4 161.864 43.0815 18.3676 143.3 57.0034 175.291 116.038 87.3749 59.7252 20.0512 60.4326 84.3447 76.9231 125.495 275.158 56.4292 43.2842 111.365 124.031 18.1034
+LRRC46 21.1335 20.1315 23.1077 24.0124 3.3531 42.9202 9.5317 9.1795 41.2262 10.2484 34.9873 100.728 27.7149 23.9405 58.0411 67.5301 55.7787 46.5294 0.9396 22.8448
+LRRC47 1070.61 1390.69 1206.93 979.086 1253.52 980.345 1593.45 767.675 1272.2 1976.16 1246.82 1068.57 1254.52 1305.53 2033.05 747.456 1231.59 1022.88 1378.44 825.431
+LRRC48 50.9126 30.5999 23.7002 4.6476 13.4126 12.0337 15.748 5.0997 10.5708 12.4763 5.7252 108.617 17.5339 10.8119 24.7212 52.729 25.4351 19.8322 2.3491 3.4483
+LRRC49 144.572 173.131 108.428 99.1479 49.1794 37.3045 190.22 173.05 68.1818 36.5378 144.402 71.6019 41.8552 238.633 61.803 167.438 261.49 872.616000000001 86.4459 51.7241
+LRRC4B 18.2517 17.7157 4.1475 1189 11.1771 40.9146 35.2259 564.367 77.6956 3.1191 18.4478 25.4854 13.009 9.2673 6.449 63.8298 130.299 9.1533 8.9265 3.4483
+LRRC4C 135.447 2.4158 245.889 129.357 0 3.209 1.2433 249.546 210.359 0 99.2366 10.3155 5.0905 69.1186 31.1702 147.086 134.315 99.1609 169.133 55.1724
+LRRC50 56.6763 2.4158 11.8501 27.1108 64.2685 9.627 16.5769 2.3799 26.9556 6.6837 7.6336 10.3155 27.7149 29.7326 55.8914 5.5504 42.3918 0.7628 4.2283 1.7241
+LRRC52 0 0 0 0 0 0 0.8288 0 0 0 0 0 0 0 0 0 0 0 1.8793 0
+LRRC55 1.9212 9.6631 0.5925 3.873 5.0297 1.2034 12.8471 41.4776 2.1142 0 10.8142 3.034 11.8778 6.9505 1.6123 11.1008 7.1397 14.4928 22.0813 0
+LRRC56 25.9366 37.042 67.5455 79.7831 62.5919 26.8753 29.8384 57.7966 70.8245 45.4495 13.3588 9.1019 26.5837 33.594 13.9729 12.951 78.0901 19.0694 9.3963 40.9483
+LRRC57 220.941 306.402 225.152 107.668 460.498 393.502 302.942 272.664 541.226 347.555 213.104 195.995 354.638 237.475 408.438 134.135 201.249 252.479 378.67 353.448
+LRRC58 1463.5 2598.98 2819.73 329.202 2483.56 1890.89 661.417 1169.19 987.844 799.376 742.366 1515.78 698.529 963.413 5459.09 1459.76 799.643 539.283 1268.97 1958.19
+LRRC59 3609.15 2107.11 3948.37 2528.48 2498.9 3719.78 4367.45 2194.86 4425.73 4295 3202.12 2487.82 3882.94 3565.9 5146.17 2565.93 3111.64 2866.94 2705.94 5663.09
+LRRC61 3.3622 163.065 334.765 178.931 322.46 202.166 30.2528 263.825 1.0571 661.245 147.583 120.146 5.0905 366.445 0.5374 325.624 175.814 446.224 14.0944 0.431
+LRRC6 183.477 26.171 27.8477 37.1805 59.7977 20.8584 10.775 48.2772 9.5137 55.6979 96.056 86.165 11.8778 235.544 34.9322 54.5791 71.8429 93.8215 4.6981 52.5862
+LRRC66 5.2834 134.076 38.5128 515.105 1.1177 3.6101 16.1625 7.1396 11.0994 0.8912 46.4377 13.3495 3.9593 76.8414 10.2109 60.1295 41.0531 4.5767 8.4567 112.5
+LRRC67 0 0.4026 1.185 0 0.5589 0.8022 0 4.0798 0 0 2.5445 4.2476 1.6968 6.5643 4.2993 0.9251 8.9246 3.0511 0 0.8621
+LRRC69 2.4015 0 0 0 1.1177 0 1.2433 0 0.5285 1.3367 3.1807 1.2136 1.6968 0.7723 1.0748 0 1.3387 1.5256 0.4698 0.431
+LRRC70 19.6926 42.699 14.8126 24.0124 87.7405 34.9619 65.8475 82.5438 46.8446 17.8233 30.3499 22.4515 23.19 32.4356 46.1749 53.654 27.6662 40.4272 42.2222 21.5517
+LRRC7 0 0 27.8477 0 0 0 0.8288 0 5.814 0 0 0 0.5656 0.7723 12.3606 0 0 15.2555 0.4698 0.8621
+LRRC8A 861.191 901.489 1318.32 3408.99 1059.03 2421.58 2634.89 3552.11 1690.8 1401.36 757.633999999999 1162.62 1524.89 2243.46 2007.26 1896.39 2240.96 805.492 1120.04 1007.33
+LRRC8B 849.664 530.264 1504.96 118.513 727.073 784.998 164.525 997.842 1847.25 384.538 554.707 850.121 132.919 680.761 349.322 1188.71 680.5 580.473 903.923 318.966
+LRRC8C 485.591 325.325 159.976 269.558 343.697 151.223 643.597 604.145 224.63 793.584 361.323 1054 117.647 261.029 148.865 740.981 418.563 418.764 272.023 336.207
+LRRC8D 2945.24 2242.65 479.336 331.526 663.363 1840.75 478.657 1885.87 255.814 601.537 456.743 523.058 1507.35 1183.9 261.722 409.806 1672.91 760.488 977.214 2007.76
+LRRC8E 3.3622 39.0551 352.54 751.356 109.536 10.8303 19.0634 30.9382 97.7801 108.277 110.687 699.636 16.4027 413.167 128.98 617.946 24.5426 12.2044 97.7214 3.8793
+LRRCC1 279.059 174.742 299.215 365.608 227.455 139.19 145.876 211.468 230.972 196.948 199.745 385.315 106.335 367.217 337.498 184.089 584.114 337.147 194.033 286.638
+LRRFIP1 1038.9 1562.21 501.259 422.153 919.319 1324.11 1554.91 1020.62 1015.33 1667.37 1064.89 1055.83 689.48 513.177 833.535 1386.68 572.958 726.163 987.55 1332.76
+LRRFIP2 1468.78 2429.47 615.02 678.544 1380.93 867.629 1361.79 761.896 843.552 606.884 774.809 1021.84 664.593 654.503 663.173 936.17 669.344 652.937 600.893 1631.9
+LRRIQ1 0 12.0789 5.3325 19.3648 0 0 0.4144 2.7198 12.685 0 9.542 8.4951 0 22.396 12.898 15.7262 1.3387 9.9161 0 0
+LRRIQ3 5.2834 12.0789 2.37 6.1967 10.0594 0.8022 0.4144 0.68 12.685 14.2587 1.9084 17.5971 9.6154 10.8119 4.2993 9.2507 26.7738 13.73 29.5983 2.5862
+LRRIQ4 0 1.2079 0 0 0.5589 0 0.4144 0 0 2.6735 0 0.6068 0 0.3861 0 1.8501 0 0.7628 0.4698 0
+LRRK1 38.9049 43.8867 20.7377 112.316 102.271 41.3157 317.033 31.6182 15.8562 308.344 68.0662 78.2767 33.371 28.9603 18.2722 75.8557 21.8652 118.23 20.202 19.8276
+LRRK2 269.933 65.2261 320.545 78.2339 902.554 127.958 305.843 18.6989 151.691 322.602 161.578 414.442 90.4977 560.286 757.759 300.647 87.461 373.76 490.956 481.897
+LRRN1 26.4169 71.2656 31.4028 54.2215 0 0 273.933 49.9771 4.7569 0 25.4453 36.4078 0 14.2871 4.8368 59.2044 21.419 103.738 7.9868 0
+LRRN2 70.6052 47.1078 120.871 320.682 12.2948 5.2146 8.2884 614.344 6.3425 7.1293 78.8804 256.675 70.1357 568.781 4.8368 56.4292 401.606 13.73 739.488 12.931
+LRRN3 3.3622 447.725 3249.89 48.0248 115.683 1.2034 1460.01 21.7587 1192.39 4.9014 233.461 475.121 1.1312 1609.04 79.0004 911.193 331.995 28.9855 137.656 55.1724
+LRRN4 0.9606 0.8053 0 3.0984 0 2.4067 0 0.68 0 0.4456 4.4529 1.8204 1.1312 1.5446 1.0748 4.6253 0.8925 1.5256 0 0
+LRRN4CL 42.7474 208.562 213.894 47.2502 344.815 4.8135 1024.45 0.68 30.1268 0.4456 0 259.709 35.6335 79.5444 36.007 200.74 3.1236 18.3066 18.3228 82.3276
+LRRTM1 128.722 7.65 0.5925 0.7746 0 0.4011 0 7.1396 0.5285 0 0.6361 0.6068 402.149 0.7723 0 2.7752 12.9407 0 0.4698 0
+LRRTM2 4.8031 3.6237 1.7775 6.1967 4.4709 1.6045 17.8201 7.1396 2.6427 0.4456 1.2723 2.4272 0 3.0891 0.5374 0 1.3387 3.0511 0 3.0172
+LRRTM3 0 0 2.37 3.0984 0 0 1.2433 1.0199 3.1712 0 0 203.271 0 0 2.1497 0 4.4623 7.6278 0.4698 0
+LRRTM4 0 0.8053 0 0 0 0.4011 1.2433 0 2.1142 0 0 2.4272 0 1.1584 0 0 0 1.5256 0 0
+LRSAM1 591.739 490.001 475.781 1384.97 725.955 787.405 839.619 612.644 1051.8 351.12 552.799 765.777 723.416 995.463 911.998 567.067 1041.95 540.046 312.896 624.569
+LRTM1 0 0.4026 0 0.7746 5.0297 0 0 0 4.7569 0 0 0.6068 4.5249 0 0 0 1.7849 0 3.2887 0
+LRTM2 0 0 1.185 1.5492 0 0 2.4865 0 2.1142 0 4.4529 1.8204 0.5656 0 1.0748 0 0.8925 0 5.6378 0.431
+LRTOMT 178.934 151.127 107.806 128.776 197.629 210.814 116.428 83.0232 148.071 107.252 166.323 228.738 177.466 131.04 136.961 151.526 144.587 157.429 55.1891 107.759
+LRWD1 720.941 737.216 1063.55 676.995 791.341 777.377 839.204 1755.66 891.648999999999 666.147 504.453 599.515 903.28 1649.19 1428.99 474.561 2020.97 1167.05 733.85 347.414
+LSAMP 227.185 780.298 721.078 128.583 0 29.282 2.4865 683.7 268.499 0 125.954 866.505 55.9955 710.107 302.566 1480.11 466.31 12.9672 323.702 107.328
+LSG1 1081.65 1298.08 1186.79 601.084 542.65 801.845 634.894 649.702 1230.44 1408.49 760.178 882.281999999999 536.199 1027.9 1352.68 554.117 988.844 573.608 1291.52 779.741
+LSM10 879.443 355.12 532.069 679.318 628.155 567.589 1122.67 535.469 943.974999999999 741.005 796.438 662.015 738.122 527.85 828.161 729.88 473.003 955.759 755.931 469.828
+LSM11 219.5 363.978 626.87 126.259 827.108 833.133 203.067 294.763 445.56 163.975 477.099 176.578 190.611 390.385 234.851 259.019 184.293 125.858 649.753 526.293
+LSM12 1170.51 704.201 914.235 893.881000000001 617.537 338.147 1130.96 676.561 957.717 1805.95 1087.15 958.131 1048.08 797.374 823.324 1139.69 813.476 736.079 971.106 894.827999999999
+LSM1 896.254 545.162 584.21 893.106 873.493000000001 671.881 734.356 1347.68 732.558 621.588 1113.23 743.932 1001.7 469.93 925.433000000001 873.265 660.866 1456.9 779.891999999999 929.31
+LSM14A 1604.71 2994.76 3299.07 4206.04 1842.55 2692.34 1950.27 5026.61 3674.42 2260.44 3556.62 1926.58 1421.95 3947.49 3355.64 3103.61 3325.3 3470.63 1344.61 2237.93
+LSM14B 1425.07 2709.3 1065.32 888.459 988.059 1056.56 1342.31 1396.98 876.85 959.786000000001 858.779 989.077999999999 1213.8 1396.27 1008.2 1308.97 1603.75 1401.22 785.06 884.052
+LSM2 424.111 241.981 273.737 388.071 440.938 382.671 583.92 287.283 792.812 1398.69 945.929 405.947 702.489 196.93 377.805 522.664 308.344 520.214 835.33 491.379
+LSM3 883.766000000001 860.019 530.884 427.575 828.784 808.664 929.134 556.888 1173.89 581.932 870.229 1248.18 1457.01 513.563 1070.54 861.24 683.623 517.925 956.541999999999 813.793
+LSM4 1930.84 1607.3 3171.09 4153.37 4651.92 7097.87 2242.02 2988.09 4674.95 2317.92 3697.84 2953.28 5128.39 3124.24 5247.35 2184.09 4555.11 3684.21 3042.99 4894.83
+LSM5 818.924 512.951 1142.35 972.115 806.989 753.309 1007.87 552.128 1752.11 968.698 733.461 1101.94 925.339 963.413 1906.76 901.943000000001 1161.98 1040.43 1194.74 748.707
+LSM6 163.304 165.078 132.129 206.816 203.983 160.85 300.041 161.831 243.129 285.619 305.344 219.053 209.842 227.049 145.64 269.195 228.023 523.265 268.264 121.983
+LSM7 770.893 454.57 933.195 2855.15 535.385 1036.5 1192.29 1181.43 1494.71 723.182 1515.9 771.238 1282.24 761.85 1430.07 1004.63 1284.25 1392.83 388.536 608.19
+LSMD1 2421.71 578.982 923.715 1594.04 1268.6 1365.02 1286.37 927.466 875.264 1377.74 1604.33 2617.72 2174.21 677.285 1525.73 2120.26 875.502000000001 1335.62 962.65 597.845
+LSP1 344.38 2728.22 8964.01 30756 244.779 7689.53 2637.38 16269.8 8548.63 840.815 3110.05 6421.72 7205.88 13893.2 10956.9 11469.9 9580.54 10343.2 5019.97 3559.05
+LSR 5170.03 137.7 265.442 3825.72 127.419 2084.64 77.4969 1271.87 3969.87 114.515 3442.75 770.024 3914.03 458.731 95.1229 1213.69 2473.45 1313.5 342.964 2600.43
+LSS 8428.43000000001 5179.84 17064.7 853.602 10462.4 21539.9 486.531 7684.91 6868.92 838.587 2619.59 2609.83 31411.8 2512.21 1441.35 1920.44 2970.1 3987.8 4455.25 14145.7
+LST1 154.659 22.9499 14.2201 47.2502 81.5931 19.2539 490.261 29.2383 17.4419 346.218 82.6972 109.223 92.7602 26.6435 35.4696 157.262 17.8492 372.998 44.1626 0.431
+LST-3TM12 0 0 0 0 0 0 0 0 0 0 0 0 0 0.3861 0 0 0 0 0 0
+LTA 0 1.2079 0.5925 23.2378 0.5589 1.2034 12.8471 0 3.6998 12.0307 0 1.8204 1.1312 0.7723 2.1497 5.5504 5.801 12.9672 2.8189 0.8621
+LTA4H 1273.78 2488.66 2792.48 1481.8 1795.61 2187.73 1358.47 2422.36 1493.66 2052.8 2381.04 2120.75 1705.32 2177.82 2363.03 1548.57 2417.22 1765.83 2516.33 1374.57
+LTB 10.0865 15.3 0 3.0984 12.8537 2.8079 147.12 2.3799 1.5856 133.229 13.3588 27.9126 5.6561 1.5446 2.1497 113.784 19.6341 191.457 9.3963 1.2931
+LTB4R 122.959 106.153 1042.28 1000.77 127.123 212.182 193.937 225.975 546.438 173.43 211.164 117.112 1707.43 80.7028 959.951999999999 129.51 1030.38 126.895 196.505 338.427
+LTB4R2 96.6907 73.2344 243.17 100.643 38.6617 133.221 23.1828 76.9341 88.7949 33.851 37.5318 43.6226 42.2002 42.7647 75.5448 24.4033 113.351 51.5789 42.1471 95.3491
+LTBP1 3352.07 2141.99 1239.52 838.11 80.4754 2476.94 3072.94 806.773 660.148 2096.02 353.053 172.937 713.235 1029.06 420.798 1118.41 1292.28 1003.81 154.099 855.172
+LTBP2 362.152 1077.44 1268.55 1981.41 283.34 412.756 3458.76 482.772 755.814 5996.66 636.132 156.553 260.747 501.593 329.437 655.874 933.066 935.927 2647.4 210.776
+LTBP3 2147.18 3414.08 3332.5 3205.07 3652.26 5625.62 4556.11 1860.63 1144.42 721.564 2765.03 3434.11 4079.04 512.76 643.289 5280.9 1501.79 2364.06 2694.08 1577.54
+LTBP4 1322.77 1703.53 1314.77 2811.77 1007.06 1835.54 5532.53 1181.43 1052.33 947.755 1955.47 799.15 1031.67 1520.61 769.045 780.759 1132.98 1694.89 253.23 584.052
+LTBR 4268.97 4418.87 3766.55 5638.26 1931.97 2779.78 6562.78 5642.65 3323.47 6849.95 4234.1 2837.99 1103.51 3271.36 2687.09 3989.82 2804.55 3070.18 2171.95 2440.95
+LTC4S 253.967 7.195 18.7113 60.2866 75.4121 21.1432 138.346 28.6433 38.6416 8.0116 177.551 86.0619 59.7172 50.3987 7.5238 102.535 45.2923 68.7872 52.3044 6.3319
+LTF 2.4015 12.4815 42.6603 0 46.944 8.0225 9.1173 2.0399 0.5285 1.7823 26.7176 66.7476 12.4434 6.1782 3.2245 41.6281 0 9.1533 16.9133 0.8621
+LTK 1.9212 28.5868 0 5.4222 0.5589 4.4124 2.901 4.7597 1.5856 4.9014 2.5445 1.8204 3.9593 0 1.0748 0.9251 1.7849 1.5256 3.7585 3.8793
+LTV1 508.165 635.351 606.725 438.42 833.255 525.872 1260.26 472.572 793.076 355.13 945.929 473.301 606.335 513.949 575.967 471.785 574.297 545.385 921.306 717.672
+LUC7L2 2150.34 2134.75 1854.32 2391.17 1568.15 1329.72 1711.38 1961.01 2044.93 1450.82 1277.35 1766.7 714.932 1877.02 2057.24 1419.98 2194.64 1361.56 2044.63 1213.35
+LUC7L3 7300.67 1409.21 1368.09 1855.15 1297.11 1307.66 1222.54 1262.69 1349.89 2332.63 2081.42 2830.1 1178.73 1451.49 1060.33 1428.31 1299.87 1994.66 1211.65 1587.07
+LUC7L 1801.63 215.81 1451.04 3670.02 786.311 648.215 823.456 1047.82 829.809999999999 804.723 1412.85 808.252 1042.42 1155.32 537.955 1197.04 1381.97 1534.71 607.47 460.776
+LUM 82.1326 789.156 424.233 8.5205 29.6194 119.535 26305.4 46.5773 4822.94 276.262 351.145 50.9709 612.557 512.405 1001.75 2831.64 630.522 1021.36 147.522 10564.2
+LUZP1 1336.22 781.908 321.73 241.673 486.764 510.229 809.78 821.732 498.414 1105.05 561.705 652.913 340.498 452.167 348.247 489.362 391.789 625.477 386.657 389.224
+LUZP2 0 5.2342 5.3325 4.6476 1.1177 0 15.748 73.7757 2.1142 1.7823 0 24.8786 0 1.1584 18.2722 48.1036 13.3869 0 1.8793 23.2759
+LUZP4 0.9606 0 1.7775 0 0 0 0.4144 0 1.5856 0 2.5445 0 0 0.7723 0 0 3.1236 3.0511 4.2283 0
+LUZP6 3555.72 7953.16 5687.45 2331.53 2783.67 2715.2 5728.14 6021.73 4950.85 3304.44 2477.1 3847.69 1556.56 4580.75 4953.38 3655.87 5412.76 3947.37 6872.92 3137.5
+LXN 575.408 183.6 351.948 89.8528 277.193 244.284 91.1728 259.065 123.679 120.753 438.295 140.17 246.606 185.732 41.3812 415.356 99.9554 296.72 77.5194 378.879
+LY6D 3092.22 37.4446 4567.62 23.2378 269.928 0.8022 0.8288 1023 105.18 822.547 2315.52 1719.66 28.2805 7401.87 176.273 11323.8 4762.16 4449.28 758.28 55.6034
+LY6E 3190.68 15986.4 21154.2 27026.3 10000.7 1496.99 7249.9 45700.1 5445.56 35900.2 22734.1 14086.8 25812.2 18292.1 1639.12 97895.5 27562.2 89714.6999999999 5915.9 11359.5
+LY6G5B 42.2671 23.0385 49.1779 36.4059 51.4148 39.4103 89.3038 11.5593 52.1934 36.6715 59.1603 30.9466 26.5837 32.3313 26.3335 19.4265 45.5154 22.1205 17.8529 76.0043
+LY6G5C 43.2277 7.65 5.925 5.4222 41.3554 4.4124 30.6672 6.4596 16.9133 45.0039 13.3588 7.2816 3.3937 8.8812 11.8232 8.3256 19.1879 28.2227 5.6378 8.1897
+LY6G6C 0 0 0 0.7746 0 0 2.0721 0 0.5285 0.8912 0 0 1.1312 0 0 1.8501 0 0 0 4.3103
+LY6G6D 0 0 0.5925 0 0 0.4011 0.8288 0 0 0 0 0 0 0 0 0 0 0.7628 0 0
+LY6G6E 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+LY6G6F 0 0 0 0 0 0 2.0721 0 0 0.4456 0 0 0 0 0 0.9251 0 0 0 0.431
+LY6H 28.3381 27.3789 9.4801 32.5329 2.7943 1.6045 9.9461 4.4197 5.2854 1.7823 15.9033 5.4612 41.8552 22.0098 10.7484 9.2507 6.2472 19.8322 1.4094 0.431
+LY6K 39.3852 7.2473 55.6955 18.5902 54.768 6.8191 2.0721 35.3579 25.37 41.8848 5.7252 41.8689 4.5249 8.8812 22.5715 12.0259 18.2954 9.1533 5.6378 2.1552
+LY75 50.4323 448.128 50.9554 24.787 29.0605 386.891 102.482 309.181 49.6829 55.2523 115.776 75.2427 42.4208 49.0395 54.8166 111.711 73.6278 185.355 42.7531 1351.77
+LY86 115.754 31.4052 9.4801 55.7707 91.0936 17.2483 522.586 19.7189 42.2833 209.424 73.7913 179.612 99.5475 32.4356 88.6739 127.66 14.2793 234.172 52.1494 6.0345
+LY9 2.4015 21.742 0 0 2.7943 0.8022 29.8384 2.3799 2.6427 16.4866 2.5445 19.4175 3.3937 0 2.6871 21.2766 11.1557 98.3982 7.0472 0
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+LYAR 399.135 217.018 280.255 326.878 246.456 678.7 366.763 577.966 445.032 545.839 488.55 289.442 260.747 403.9 313.315 332.1 1299.42 611.747 368.804 424.569
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+MAMLD1 197.406 346.665 1085.47 1322.23 601.33 165.263 56.7758 97.2343 2200.85 588.17 412.214 1126.82 222.285 526.692 1006.05 764.107 430.165 1120.52 2376.79 163.793
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+MAN1C1 1462.54 153.402 657.088 701.007 1254.07 1206.98 536.676 229.147 758.457 94.4636 1360.05 2294.3 614.819 783.087 1714.36 1297.87 1031.24 850.496 1068.83 353.448
+MAN2A1 142.651 2722.18 1685.68 440.744 78.7988 697.553 288.023 247.846 1089.32 329.731 596.692 847.087 81.448 484.989 771.732 632.747 291.834 190.694 1217.76 387.5
+MAN2A2 983.669 2534.16 1124.57 2254.84 2037.03 890.092 411.106 768.695 2197.67 1019.05 1190.84 1513.96 319.005 1355.73 555.69 932.47 1677.82 2321.89 2052.62 887.5
+MAN2B1 692.603000000001 2392.43 1446.3 1607.28 1573.74 1954.67 4542.48 1765.52 1048.1 2981.84 1982.19 1458.13 1671.95 466.84 774.956 3289.55 570.281 3607.93 673.244 4259.48
+MAN2B2 1771.85 3374.85 1866.39 1270.33 1009.3 1843.56 2118.52 1632.59 1609.94 680.851 1156.49 1884.71 528.846 1235.25 1100.63 2529.14 1003.12 1627 1440.92 968.103
+MAN2C1 2232.95 1340.76 1629.98 2600.31 4819.58 940.634 1058.85 1212.37 1603.59 988.303 1903.94 1454.49 871.041 1156.87 726.051 1128.58 941.544 2527.08 1398.17 971.552
+MANBA 709.414 1828.34 904.162 652.208 1249.6 794.625 1597.6 724.498 780.655 333.742 856.87 1148.06 798.643 1166.14 571.812 1607.77 569.835 882.532 1124.74 517.672
+MANBAL 1665.71 1706.75 920.753 1268.01 1971.09 843.161 1860.75 1921.57 1042.28 1621.03 2291.35 1827.67 1925.34 1835.7 1660.08 1779.83 2215.08 2272.31 1424.48 1158.19
+MANEA 99.4236 566.904 389.276 106.894 361.021 387.084 265.23 231.526 432.875 225.911 297.71 256.675 140.272 182.643 223.566 325.624 114.681 299.771 1129.9 253.879
+MANEAL 691.643 231.512 396.978 413.633 181.07 1515.44 124.327 650.722 1263.74 440.682 655.216 331.311 808.823 247.128 989.923 707.678 669.79 351.64 276.721 713.793
+MANF 872.718 1283.18 1118.06 529.822 771.222 840.754 1354.75 593.265 1054.97 2008.69 815.522 983.01 1712.67 1236.41 629.854 1151.71 740.741 973.303 639.417 1077.16
+MANSC1 390.97 1227.62 158.199 108.443 612.507 645.808 184.832 634.403 267.97 236.605 658.397 469.053 547.511 874.602 91.8984 661.425 398.483 854.31 655.861 1072.84
+MAOA 2395.29 335.391 4564.66 903.95 4829.08 1269.55 130.129 146.191 4082.45 1717.72 2224.55 2797.33 467.76 1699.01 3667.34 2731.73 1828.2 956.522000000001 3360.11 1308.62
+MAOB 2067.24 1733.32 4120.87 759.876 473.352 0.8022 5.8019 1290.57 1026.96 262.894 3499.36 4016.99 16.9683 4079.54 1075.91 5234.04 5610 3230.36 3313.6 998.707
+MAP1A 140.73 656.288 316.99 259.489 103.388 211.793 3287.19 208.068 725.687 75.7491 634.224 1586.16 75.2262 852.206 479.377 1677.15 572.512 1518.69 563.777 33.1897
+MAP1B 1056.68 4193.4 7703.16 6515.1 408.524 1826.71 4035.23 3063.56 706.131 896.513 2087.79 3620.15 1243.78 2023.36 1601.5 19747.5 3582.33 1893.97 1115.81 578.017
+MAP1D 66.7627 44.692 45.6229 37.1805 115.124 85.0381 96.9747 41.1376 29.0698 48.5686 54.0712 49.7573 67.8733 46.3365 97.2726 51.8039 40.1606 38.1388 38.5248 47.8448
+MAP1LC3A 807.397 381.694 274.922 824.942 781.841 425.19 863.655 313.802 261.099 247.744 386.768 898.058 1190.05 524.761 675.534 630.897 517.626 631.579 156.448 991.810000000001
+MAP1LC3B2 299.712 345.86 670.715 598.761 450.997 230.646 365.935 429.735 674.419 245.516 294.529 550.364 262.443 799.691 526.132 365.402 403.838 316.552 345.314 300.431
+MAP1LC3B 3047.07 2279.69 6294.18 5271.11 3786.81 1790.21 4871.11 4794.4 6693.45 1814.86 2475.19 4976.34 2227.38 8901.63 6189.44 4926.92 4683.62 3691.08 2878.55 2615.95
+MAP1LC3C 0 41.4709 0.5925 2.3238 1.6766 1.6045 246.995 3.3998 5.2854 0 4.4529 1.2136 0 12.3564 3.7619 5.5504 6.6934 4.5767 0.9396 2.1552
+MAP1S 693.084 791.169 1190.93 1811.77 693.541 960.69 1307.09 1221.55 1605.71 584.159 1370.87 804.612 931.561 942.176 923.284 1250.69 1185.63 1469.87 493.775 973.707
+MAP2 73.9673 251.644 178.344 82.1069 391.2 77.8179 92.4161 980.843 248.943 10.2484 113.868 878.641 69.0045 299.643 161.225 298.797 180.277 1070.94 278.13 18.5345
+MAP2K1 805.154 1127.18 1966.47 711.131 982.738 1039.29 1823.1 852.783 2101.21 2202.29 1097.71 1098.76 1010.75 784.23 1571.88 1015.25 798.559 1158.61 1798.76 1071.33
+MAP2K2 1909.7 2117.43 4468.08 7451.59 3353.7 4178.9 4204.72 3730.26 3767.97 2573.24 4788.8 4608.62 4917.99 4052.51 6915.49 6055.5 3599.73 3881.77 1999.06 3316.38
+MAP2K3 1054.76 514.562 748.926 441.518 559.415 1103.09 1097.39 661.942 1431.82 866.659 710.56 1161.41 794.118 787.335 993.685 808.511 564.926 697.941 889.359 449.569
+MAP2K4 1079.25 764.595 694.416 604.957 1222.78 445.648 709.076 780.595 645.877 245.071 846.692 1139.56 311.652 550.246 305.791 1000.93 397.59 411.899 972.046000000001 787.5
+MAP2K5 201.729 259.697 207.377 99.1479 418.025 288.809 388.313 283.884 557.082 193.829 291.985 263.956 376.131 323.583 484.751 168.363 287.372 430.206 562.838 124.569
+MAP2K6 8.6455 43.0815 2.37 4.6476 7.2651 10.4292 174.886 58.1366 3.1712 176.451 13.9949 14.5631 10.181 25.4851 9.6735 78.6309 5.3548 30.5111 11.7454 46.1207
+MAP2K7 1245.44 770.232 929.64 1588.69 1267.49 1276.37 927.891 1874.65 1084.04 639.412 1351.78 1085.56 1098.98 1339.9 1427.92 1049.95 1160.64 1041.19 519.145 910.345
+MAP3K10 1028.82 414.307 1032.74 1098.37 551.033 671.079 293.825 570.147 926.533 185.808 692.112 561.286 384.615 832.513 1287.12 578.168 571.174 790.236 264.975 438.362
+MAP3K11 2137.85 1136.63 1187.97 1533.69 1511.71 2062.98 1351.84 1481.29 1213.53 2006.46 957.378999999999 937.5 1683.82 1149.53 803.439 1524.51 966.979 1829.14 937.28 1264.22
+MAP3K12 69.1451 396.406 308.843 1025.14 460.263 207.24 670.158 677.516 215.211 65.2958 161.578 513.277 114.796 237.05 255.918 552.359 462.767 197.696 260.456 139.065
+MAP3K13 23.1076 250.887 74.8156 27.1108 25.7186 55.1143 5.8019 36.4221 57.241 29.511 21.673 34.5934 16.4027 37.1696 26.9407 34.2461 23.7439 27.4905 42.3115 56.1164
+MAP3K1 246.878 353.912 318.175 501.937 367.728 342.559 161.625 363.099 310.782 440.682 496.819 219.66 223.416 291.148 263.335 276.596 371.709 415.713 502.232 267.672
+MAP3K14 455.331 272.581 476.374 254.841 462.175 475.323 1564.44 237.986 581.395 376.072 734.733 610.437 252.262 617.048 397.689 791.859 674.699 470.633 311.487 642.672
+MAP3K15 989.625000000001 334.002 572.17 1025.04 1004.56 1053.72 2.3083 845.031000000001 241.829 0.9134 2495.18 309.939 1164.59 901.013999999999 568.072 133.756 552.039 646.781 3584.55 434.797
+MAP3K2 259.366 666.353 290.92 111.541 188.335 195.347 273.518 237.986 300.211 201.849 138.041 257.888 128.394 216.623 472.928 199.815 151.718 140.351 305.379 328.448
+MAP3K3 613.127 496.165 521.25 672.696 818.993 560.373 1752.75 431.38 679.984 916.658 655.528 962.688000000001 531.301 436.278 324.874 951.526 307.108 609.382 577.581 457.431
+MAP3K4 360.231 407.059 373.87 270.333 1368.64 256.719 1106.09 252.265 609.408 312.799 416.667 338.592 328.054 236.316 281.07 398.705 388.219 250.191 710.829 439.224
+MAP3K5 952.449999999999 508.925 2495.63 1640.59 9178.66 1182.11 815.168 356.299 3411.73 786.008999999999 1082.06 800.971 300.905 671.107 2377 710.453 771.084 1045.77 2946.21 1415.52
+MAP3K6 845.821 271.776 399.941 2691.71 269.928 350.983 981.765 374.998 626.321 1446.36 591.603 1014.56 265.837 288.445 461.642 847.364 746.096 607.933 299.742 287.069
+MAP3K7 370.317 1071 612.65 604.183 510.795 367.028 657.273 533.429 1090.38 291.857 1031.81 586.165 451.923 507.771 452.506 610.546 350.29 311.976 1316.42 786.638
+MAP3K8 104.227 26.5736 37.3278 43.3772 141.95 19.2539 769.167 21.0788 63.4249 115.406 85.2417 142.597 23.19 78.3859 173.048 72.1554 20.5266 143.402 15.9737 19.3966
+MAP3K9 44.6686 151.389 63.398 23.2378 12.8537 28.8809 3.7298 18.3589 63.4249 60.5993 20.3562 10.3155 28.8462 28.9603 3.2245 12.0259 70.5042 21.3577 163.495 22.8448
+MAP4 4085.49 8228.56 2854.69 2642.14 3633.13 2887.69 11338.2 3001.69 3243.66 3492.93 3079.52 7646.24 1736.43 2031.86 3019.75 2107.31 2240.96 2939.74 1508.57 4395.69
+MAP4K1 193.084 53.1472 31.4028 89.0782 84.9462 37.3045 178.201 12.5793 54.4397 139.913 61.0687 83.1311 19.7964 30.1187 49.9798 73.0805 109.772 269.26 15.0341 12.069
+MAP4K2 367.916 505.704 197.304 395.817 621.449 937.826 290.924 267.564 127.907 547.622 195.293 168.689 1169.12 182.643 182.722 141.536 199.911 305.873 272.962 695.259
+MAP4K3 1060.04 1141.05 486.447 652.982 793.018 624.95 421.882 842.471 652.748 346.218 698.473 416.869 402.149 590.791 501.411 496.762 568.496 781.083 578.342 1374.14
+MAP4K4 787.704 894.645 556.362 905.5 613.625 1514.24 8014.5 913.867 491.543 3940.29 587.786 915.048 447.398 473.019 421.336 1447.73 704.596 420.29 602.772 1610.34
+MAP4K5 449.568 596.296 790.994 681.642 274.957 271.962 638.21 583.066 792.283 652.334 377.226 373.18 172.511 471.088 463.791 582.794 830.878999999999 364.607 715.997 412.5
+MAP6 665.706 397.799 20.7377 677.769 368.287 92.2583 27.7663 1012.12 49.1543 43.6671 879.771 183.859 53.1674 776.137 13.4354 799.26 546.631 774.218 408.738 425
+MAP6D1 54.2747 21.742 52.7329 68.9388 32.9725 72.2022 40.6133 31.6182 60.7822 93.1269 36.2595 44.2961 75.2262 36.2969 46.7553 19.4265 32.1285 32.7994 31.4776 53.4483
+MAP7 310.759 43.4841 162.346 187.452 314.636 151.223 241.194 300.882 257.928 145.706 466.285 123.18 93.3258 157.158 33.3199 267.345 79.4288 119.756 760.16 359.052
+MAP7D1 1021.13 1086.7 1218.19 1367.93 866.228 741.276 4302.11 1318.78 1530.66 2552.75 1510.18 2400.49 852.376 1352.64 1593.98 2367.25 829.54 1545.39 1155.27 803.879
+MAP7D2 208.934 351.899 147.534 169.636 0.5589 1.6045 3.7298 487.192 5.814 0 209.924 103.762 63.3484 350.613 3.2245 241.443 325.301 22.1205 4.6981 187.5
+MAP7D3 40.8261 169.507 259.517 90.6274 49.7382 68.1909 306.672 155.031 162.262 315.027 148.855 205.704 72.3982 197.702 153.164 186.864 145.471 110.603 89.7346 14.2241
+MAP9 339.577 42.6788 137.461 234.702 259.868 57.7617 26.523 1135.53 551.269 5.7926 345.42 1285.19 70.1357 507.385 123.069 555.042 270.861 336.384 981.912 80.6034
+MAPK10 537.464 10.871 12.4426 1216.89 54.768 104.292 290.924 1063.46 262.685 9.8028 858.143 234.223 31.1086 171.445 5.9116 719.704 466.31 819.222 316.655 148.276
+MAPK11 92.219 68.0445 75.2481 1298.99 107.3 99.4785 427.269 84.6551 57.611 455.832 78.2443 83.7379 211.538 105.416 77.9256 94.3571 128.068 70.1754 59.6664 123.707
+MAPK12 162.44 40.4201 49.96 834.043 80.1736 36.5784 240.754 285.274 20.8087 445.28 40.8206 139.515 160.073 116.448 56.4611 48.1684 367.372 38.6117 48.8983 165.647
+MAPK13 802.594 2496.31 23.1077 189.775 1152.36 574.408 292.167 481.072 83.5095 537.819 3045.8 36.4078 92.7602 1743.41 24.7212 650.324 571.62 630.053 2167.25 67.6724
+MAPK14 778.578 2823.65 1061.77 806.352 1526.8 1679.5 1244.92 1457.5 1728.33 1648.66 1891.22 825.85 1996.61 1404 1143.09 1013.88 1318.61 842.868 1244.07 2821.55
+MAPK15 0 0 0.5925 216.886 8.9417 1.2034 0 0 7.3996 70.8477 2.5445 0.6068 0 5.7921 0 0 2.2311 1.5256 0 0.8621
+MAPK1 3134.49 4155.95 1929.79 1508.91 1581.01 1468.51 2222.13 1800.54 1915.43 2321.04 878.499 1796.12 1414.03 1927.21 1576.78 1120.26 3264.17 1244.85 3600.19 4042.67
+MAPK1IP1L 2274.26 1657.23 3049.62 2582.49 1278.11 1973.53 1843.76 2321.72 2838.27 3119.97 2134.22 1334.95 2546.38 1623.71 1811.64 2202.59 3063.81 1508.77 3439.51 3116.81
+MAPK3 946.681 1699.38 2347.24 1299.16 2543.42 947.136 1584.28 1787.88 1511.37 569.553 968.804 1587.12 1577.88 1087.41 1119.73 2653.55 1183.92 1032.92 850.416 1311.56
+MAPK4 399.616 1536.44 3970.97 2927.96 901.436 6103.09 2.901 2654.23 3188.69 6.2382 1537.53 385.315 4169.68 1349.94 2135.16 642.923 870.147 2543.86 2703.78 546.552
+MAPK6 633.525 930.479 493.557 398.916 460.498 969.916 1083.3 453.194 2235.73 1057.81 975.191 533.981 551.471 484.217 796.453 701.203 433.289 812.357 1885.84 1211.21
+MAPK7 968.3 621.053 992.12 972.091000000001 765.835 661.761 938.247 618.699 698.05 433.998 625.897 905.467 571.833 714.274 412.119 1298.8 659.924 768.856 333.568 780.948
+MAPK8 85.4947 440.88 113.168 109.992 91.6525 220.618 75.0104 194.129 182.875 136.794 152.036 194.782 24.8869 135.921 117.695 92.5069 74.5203 86.9565 169.603 224.569
+MAPK8IP1 1028.82 307.207 2198.19 1194.42 3553.21 3338.55 568.587 905.707 2958.77 184.026 481.552 614.078 2350.11 3592.24 3722.69 217.391 1734.94 992.371999999999 1799.86 1185.34
+MAPK8IP2 227.185 746.879 682.566 248.644 570.593 25.2708 42.6855 191.749 41.7548 405.926 19.7201 290.048 7.9186 584.226 166.6 18.5014 305.667 119.756 68.1231 375.431
+MAPK8IP3 3930.36 777.077 3853.65 10326.1 1023.83 1041.72 847.493 3772.76 3519.56 546.731 4077.61 2884.1 569.57 3587.61 1697.7 2849.21 2200.8 3712.43 621.095 743.534
+MAPK9 889.529 1750.23 1466.45 1483.35 751.103 806.659 684.625 1027.76 1043.34 997.215 2319.97 1792.48 656.109 1666.57 1968.02 1235.89 1186.97 1498.86 2013.62 1163.36
+MAPKAP1 1611.91 1805.8 2031.7 1831.91 1864.35 1978.34 2121.01 2068.1 2263.74 1629.94 1376.59 3466.63 2372.17 2903.76 2149.67 2784.46 4737.62 988.558 1978.39 2487.07
+MAPKAPK2 2214.22 3678.83 2807.29 1958.17 2143.22 1626.96 4922.09 2317.65 2571.35 3746.91 2266.54 1916.87 2825.79 2187.86 2232.97 2156.34 1470.33 4437.07 2191.21 1694.83
+MAPKAPK3 591.739 1658.43 1542.29 1191.32 1282.58 1539.11 827.186000000001 729.938 2152.75 349.783 2223.92 2975.73 401.018 1254.18 1015.18 3037 719.322 1983.98 3295.28 490.517
+MAPKAPK5 402.714 1028.64 583.054 528.273 969.879 641.26 670.564 649.332 846.57 463.406 695.948 956.189 458.71 808.943 992.938 651.249 869.634 756.011 1211.54 519.659
+MAPKBP1 699.328 369.615 620.352 625.871 165.98 750.903 319.105 421.575 543.869 279.381 808.524 328.884 583.145 422.821 477.227 245.143 447.122 1199.85 637.068 284.483
+MAPKSP1 1791.07 1117.3 1090.21 2442.29 644.362 653.831 755.077 2364.22 1776.43 483.458 1372.14 2082.52 502.262 2163.92 1312.37 1895.47 1155.73 2558.35 2148.93 586.638
+MAPRE1 3000.48 4213.53 2473.71 1841.21 3547.62 2570 2903.03 3531.03 4024.31 3168.1 5678.75 2098.91 4613.12 2818.8 5296.79 3283.07 3933.07 3304.35 3382.19 8568.97
+MAPRE2 1593.18 2940.81 1736.63 737.413 1375.91 2281.19 1289.27 3835.66 1797.04 311.463 1788.8 1177.18 1346.72 2243.85 990.461 2567.99 1590.81 2002.29 1594.08 9900.43
+MAPRE3 664.265 401.423 645.83 1108.44 1876.64 653.831 712.391 823.771999999999 897.463 252.646 1712.47 1075.85 358.597 919.78 630.928 1085.11 610.888 983.218999999999 1434.81 452.586
+MAPT 94.1402 153.402 888.757 362.51 1959.91 297.633 45.172 117.973 165.962 12.0307 367.048 210.558 285.068 108.891 119.307 470.86 66.4882 18.3066 102.419 41.8103
+MARCH10 3.3622 8.5358 3.555 13.1681 4.2976 0.7541 0 0 14.7992 1.6086 0 0 0 7.1049 0.5374 0 2.6774 1.5256 4.5102 1.2931
+MARCH11 1.9212 3.221 2.37 66.615 0 1.2034 0.4144 7.1396 1.0571 0 5.7252 0 15.8371 3.4752 6.9864 1.8501 43.2842 9.9161 3.7585 0.431
+MARCH1 21.1335 17.3131 30.2177 3.873 19.56 4.4124 108.579 8.8395 13.7421 62.3816 14.631 62.5 6.2217 13.901 24.1838 20.3515 24.9888 67.8871 14.5642 3.0172
+MARCH2 423.631 322.104 1062.36 488.768 638.773 582.03 850.394 350.52 650.106 425.532 488.55 587.985 359.728 596.583 632.541 800.185 460.955 748.284 418.605 697.845
+MARCH3 288.665 86.9682 187.232 176.607 186.099 364.22 185.247 234.246 470.402 30.2997 414.758 115.898 423.077 291.148 898.562 161.887 197.68 233.41 313.366 148.707
+MARCH4 126.801 4.8316 0.5925 13.1681 0.5589 12.0337 2.901 25.8385 5.814 11.5852 57.888 0.6068 17.5339 9.6534 2.1497 0 10.2633 11.4416 7.9868 18.1034
+MARCH5 892.891 1651.99 1137.02 1122.39 1084.74 1971.52 776.212 1601.31 952.959999999999 781.553 1489.19 1803.4 946.266999999999 1251.09 1133.41 1246.99 845.605 1090.01 1173.13 1804.74
+MARCH6 855.908 2541.81 2807.88 5709.53 1194.28 4912.15 1238.29 3955.33 2093.02 1727.97 4765.9 1751.21 1503.39 2632.3 2364.64 1481.04 1860.33 779.558 2619.69 2331.47
+MARCH7 1085.01 1498.19 808.769 676.22 1464.76 1074.61 1064.24 947.865 727.273 1381.31 807.888 740.898 996.606 763.78 756.147 864.94 705.489 669.718 918.957 1359.91
+MARCH8 34.5821 777.882 157.606 80.5577 93.3291 142.399 26.523 253.965 99.3658 35.6467 66.1578 200.243 9.0498 132.445 61.803 60.1295 44.1767 88.4821 151.75 138.362
+MARCH9 982.229 674.406 594.282 1333.08 325.255 476.534 843.348 783.994 498.414 68.1742 634.86 684.466 1050.9 368.375 368.668 980.573 793.396 434.02 109.937 1617.24
+MARCKS 1464.46 698.564 2441.71 1505.81 3031.8 267.549 12960.2 1132.13 2499.47 2593.74 1711.83 1213.59 2993.78 459.504 2627.97 2177.61 1970.55 1599.54 1296.69 915.948
+MARCKSL1 838.136 1683.8 3975.11 3572.42 2964.18 2065.78 1368.42 3887.67 1072.41 2524.23 6571.25 489.685 9054.3 5549.18 405.213 1876.97 3719.77 2353.17 1127.08 802.155
+MARCO 19.6926 7.2473 4.74 2.3238 1151.24 0.4011 340.24 1.3599 9.5137 36.5378 0 76.4563 1.1312 0.7723 2.6871 0.9251 2.6774 9.1533 0 1.7241
+MARK1 81.6523 14.0921 315.213 436.871 12.2948 13.6382 364.277 224.727 45.4545 78.8682 134.86 85.5583 137.443 130.901 29.558 111.933 440.875 12.2044 226.92 173.707
+MARK2 652.257 1253.39 639.313 400.465 569.475 829.523 836.718 704.439 760.042 959.786000000001 472.01 509.709 911.199 588.86 378.342 433.858 672.914 639.97 840.028 825.862
+MARK3 2026.42 1350.02 1946.97 3990.7 1118.83 1079.82 1628.26 1093.72 2107.29 1779.21 1358.14 879.248 1707.58 1122.5 1906.22 1125.81 1966.53 1123.57 3777.78 1155.17
+MARK4 366.474 1065.36 1868.17 3101.47 766.751 1053.35 671.363 2367.62 2426.53 745.015 2065.52 991.505 531.109 947.582 1260.24 1364.48 1012.94 1350.11 894.056999999999 1093.1
+MARS2 134.966 259.294 442.009 134.779 464.969 571.199 64.2354 326.381 326.11 125.209 305.98 257.282 310.52 322.425 612.656 111.008 379.741 209.763 602.302 289.224
+MARS 1476.55 5161.9 2442.97 3072.16 1921.23 2680.52 3976.17 1687.67 3338.04 1210.83 2346.67 2025.65 2531.69 2422.03 3945.89 1248.84 2672.95 2695.85 3006.4 7032.97
+MARVELD1 23.8425 420.479 80.5984 40.7668 390.417 58.6442 2828.08 47.9168 102.595 1007.53 88.1679 132.555 101.578 66.2651 43.2084 129.408 169.255 42.7155 39.3939 66.0474
+MARVELD2 1.4409 122.802 34.3653 20.1394 6.7063 36.1011 0.4144 23.7986 12.1564 52.5788 1.9084 64.9272 0 59.8513 20.4219 51.8039 16.0643 0.7628 26.7794 147.845
+MARVELD3 5.4611 4.5175 2.607 70.1549 0 1.5203 5.4289 9.3223 1.7706 2.0764 6.3613 4.2476 3.3937 9.3909 0.5374 3.4135 3.9893 6.1022 0.6389 4.7414
+MAS1 0 0 0 0 0 0 0 0 0 0 0 0 1.1312 0 0 0 0 0 0.4698 0
+MAS1L 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+MASP1 5.2834 36.2367 2297.73 11.6189 851.138999999999 41.7168 86.1998 93.4946 58.6681 1.7823 980.28 69.7816 54.2986 564.147 37.0818 1141.54 36.1446 178.49 116.044 3.0172
+MASP2 8.1652 8.8579 14.8126 3.873 4.4709 6.418 7.0452 4.7597 5.2854 4.0102 6.3613 9.7087 0 9.2673 2.1497 3.7003 7.5859 7.6278 10.8057 1.7241
+MAST1 30.7397 103.879 84.1357 733.54 79.3577 4.8135 27.3518 44.5374 71.8816 11.1396 66.7939 9.7087 8.4842 77.2275 24.7212 38.8529 110.219 109.077 1.8793 58.1897
+MAST2 1780.02 895.45 1057.62 1393.49 592.947 1378.26 1877.33 735.717 1174.95 2053.25 812.341 1237.26 695.136 1097.4 1042.05 662.35 991.075 1205.19 1227.63 1440.52
+MAST3 276.657 190.042 362.02 1092.95 549.915 338.548 350.187 669.761 320.825 281.163 402.672 453.277 199.095 423.593 492.275 344.126 393.574 425.629 371.153 314.655
+MAST4 46.1095 365.991 647.015 192.874 325.255 287.605 38.1268 100.974 134.778 107.385 168.575 357.403 54.8643 310.841 336.423 462.535 133.423 208.238 254.639 184.483
+MASTL 611.912 367.199 112.576 336.948 180.511 1119.13 229.59 295.443 624.736 479.447 359.415 198.422 279.412 234.386 285.906 206.291 236.948 299.771 240.075 1179.31
+MAT1A 44.6686 376.862 11.8501 75.9101 3323.52 961.492 5.8019 62.5564 594.609 0.4456 117.048 297.33 432.692 6.5643 0 42.5532 19.1879 444.699 805.732 56.4655
+MAT2A 2458.69 2208.03 3315.06 2694.81 2060.5 3429.2 2941.15 3612.63 2183.93 6365.6 2191.48 3441.75 1946.83 2134.96 3163.78 1016.65 3101.74 2803.97 2609.35 3456.47
+MAT2B 1285.78 1177.69 1987.26 414.407 2743.99 1400.72 1096.15 2289.77 1295.98 2129.89 2202.93 2756.67 1046.38 2559.32 2019.08 2453.28 2830.88 2581.24 3242.66 2058.62
+MATK 9.1258 25.3657 18.3676 491.867 17.8834 26.8753 92.4161 27.1984 73.4672 81.5417 29.2621 54.0049 124.434 6.9505 41.3812 60.1295 46.4079 75.5149 31.9474 4.7414
+MATN1 1.9404 1.4012 9.0416 5.4841 6.5163 5.5636 7.9445 2.0535 7.426 4.1038 7.1756 1.8629 1.7081 2.9231 3.5738 14.8011 6.0687 7.193 2.3585 0.4353
+MATN2 305.476 1153.54 264.85 149.496 308.489 425.19 869.043 395.737 229.387 258.884 1541.35 4368.33 127.262 448.306 271.933 1287.7 1036.59 833.715 342.025 159.914
+MATN3 276.177 297.141 21.9227 10.8443 1739.16 243.482 32.7393 60.1765 23.7844 15.5954 31.1705 33.3738 381.787 94.6037 13.4354 24.9769 130.745 81.6171 8.9265 856.466
+MATN4 2.8818 0.8053 1.185 2.3238 0.5589 0.4011 10.775 1.3599 3.1712 1.3367 3.1807 2.4272 6.2217 4.6337 0 0 5.801 3.0511 0.4698 0.431
+MATR3 6590.23 7614.76 6296.53 5693.26 5919.97 6239.47 4690.84 8304.98 6246.83 6265.79 7820.61 5893.2 5835.97 6399.07 9338.71 5637.37 7850.07 6262.4 7649.99 7345.26
+MAVS 1475.5 1602.87 1212.26 1887.68 2185.69 1991.18 1953.58 2939.47 1570.82 1259.66 2204.83 3058.86 2099.55 2329.57 1529.49 1382.98 878.179 2377.57 1721.87 614.655
+MAX 1138.33 835.458 1760.33 2487.22 861.757 867.629 2179.03 1378.96 1449.26 1973.49 1844.15 810.68 1346.72 1119.03 1880.42 1831.64 2364.12 1282.99 1232.32 555.172
+MAZ 5305.23 3267.62 4409.6 11547.1 1604.27 5532.32 5575.22 5459.13 6990.77 3163.55 2833.54 3163.29 6180.84 3098.6 7960.89 3650.06 5972.62 2804.1 1522.78 3588.53
+MB 9.1258 2.0132 14.8126 75.9101 0.5589 4.4124 0.4144 2.3799 115.751 14.2587 0 24.2718 0.5656 6.9505 6.449 0 24.5426 39.6644 72.8212 14.2241
+MBD1 1251.68 1543.28 1083.1 1171.96 1056.8 1350.18 1264.82 1179.39 1420.19 701.348 606.234 1095.87 1563.91 1069.6 1159.21 778.908 937.974 887.872 994.127 813.793
+MBD2 1276.66 574.151 844.319 929.512 519.178 702.367 1187.32 685.4 932.347 2075.08 664.122 653.519 802.036 891.592 571.812 964.846999999999 780.901 1099.92 528.071 655.603
+MBD3 3367.44 1682.99 4664.79 4982.18 3767.81 5955.07 5813.51 5104.12 4694.5 2022.06 4029.26 3106.19 7309.95 3413.46 7626.49 4556.89 4638.55 3958.81 2275.78 4970.26
+MBD3L1 0 0 0.5925 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+MBD3L2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+MBD3L5 1.4409 0 0 1.5492 0 0 0 0 0 0 0 0 0 0 0.5374 0 0 0 0 0
+MBD4 577.81 1035.16 553.399 415.957 273.281 957.882 590.966 381.458 493.129 1074.3 395.674 785.194 401.018 433.247 539.567 556.892 480.589 523.265 422.363 491.81
+MBD5 201.729 302.375 178.344 202.169 253.721 251.103 153.336 353.919 213.531 113.624 235.369 173.544 218.326 231.683 299.342 278.446 153.057 166.285 231.619 89.6552
+MBD6 2272.81 2663 1255.52 2781.56 1303.25 2360.21 1171.99 1807.67 1625.26 901.86 1527.35 894.418 1002.83 1225.99 2036.81 1329.32 1410.53 2151.03 1229.97 5543.1
+MBIP 338.617 325.728 578.285 503.486 290.047 161.653 274.762 554.508 576.639 433.998 438.295 350.728 205.882 335.94 337.498 352.451 845.158 265.446 848.955 303.879
+MBL1P 1.9212 11.6763 4.74 15.4919 4.4709 2.4067 1.6577 3.7398 4.2283 4.9014 9.542 12.1359 7.3529 9.6534 1.6123 10.1758 10.7095 6.1022 1.8793 3.0172
+MBL2 0 2.0132 17.1826 0 58.1211 0.8022 0.4144 1.3599 0 0 0 1.2136 6.2217 0 0 0 0 0 12.2152 0
+MBLAC1 117.195 63.213 157.014 180.48 30.7371 86.6426 93.6593 169.65 154.863 65.5007 95.4198 86.7718 73.5294 120.475 102.647 103.608 120.482 99.1609 61.0759 48.2759
+MBLAC2 145.053 140.115 245.889 100.697 176.599 68.9932 52.6316 193.789 265.856 77.5315 268.448 402.913 31.6742 279.178 327.287 331.175 265.06 208.238 406.389 61.2069
+MBNL1 3491.9 3942.03 1802.59 1493.71 1687.62 1549.21 2456.1 2717.62 1627.15 4570.26 2215.74 3692.51 1269.59 1877.32 1355.26 3776.24 1662.65 2404.73 2379.2 3386.32
+MBNL2 3997.12 2280.1 1999.7 1315.26 1648.63 655.836 856.61 3183.57 1741.54 452.267 1276.08 1174.15 583.71 2564.73 1617.09 863.09 1123.16 2999.24 2316.65 1620.69
+MBNL3 11.5274 17.7157 30.8103 14.7173 11.736 21.6606 10.3605 13.5992 34.3552 15.1498 8.2697 17.5971 6.7873 32.0494 22.0341 15.7262 51.3164 88.4821 42.7531 29.3103
+MBOAT1 295.389 31.0025 3.555 14.7173 95.0056 215.403 523 9.8594 20.6131 114.515 103.053 41.8689 39.5928 8.495 16.6599 198.89 16.5105 64.836 64.8344 446.983
+MBOAT2 75.4083 147.363 47.9929 126.259 13.4126 270.357 307.501 251.585 10.5708 468.308 22.2646 33.3738 194.005 25.8712 72.014 180.388 90.5846 32.7994 11.7454 228.448
+MBOAT4 0.4803 1.2079 10.6651 4.6476 8.9417 5.2146 1.6577 0.68 4.2283 0.4456 4.4529 8.4951 13.009 8.8812 13.4354 1.8501 1.3387 4.5767 15.9737 5.6034
+MBOAT7 1487.03 5093.27 24611.5 6055.77 9534.1 8049.74 1348.53 9329.40000000001 15123.2 3211.32 5902.67 3507.28 1873.3 6043.83 10179.8 13877 4204.37 11295.2 6055.44 2110.78
+MBP 49.952 39.4578 18.9602 99.1479 67.0628 10.4292 738.5 21.4188 36.4693 290.075 52.799 777.913 57.6923 16.9901 28.4831 92.5069 33.4672 228.833 29.5983 11.2069
+MBTD1 363.112 267.749 218.634 310.612 269.369 162.455 278.491 255.665 185.518 249.527 212.468 345.267 187.783 236.702 180.572 185.939 173.583 229.596 132.958 287.5
+MBTPS1 2968.78 3625.28 3509.41 3061.97 2173.39 2252.71 3435.14 3895.49 3193.97 3246.07 2259.54 3075.85 3493.21 4078 2985.36 2821.46 3551.09 2094.58 1711.53 3395.69
+MBTPS2 365.082 1629.45 1089.63 168.087 517.943 562.375 619.324 579.092 659.091 463.406 411.043 881.942 311.08 912.853 728.54 854.764 929.045 461.144 1004.14 570.69
+MC1R 108.823 53.3002 317.263 3416.84 70.17 551.472 482.673 493.046 430.597 284.037 390.28 214.211 289.089 147.3 627.242 722.285 337.831 217.323 146.404 323.754
+MC2R 3380.4 941.35 4013.04 26.3362 13.9714 9728.84 7.4596 3064.58 1912.26 2.2279 547.71 15.1699 16856.9 1320.2 7722.69 11.1008 284.694 1067.12 2311.96 3002.16
+MC3R 0 0 11.8501 4.6476 0 4.4124 0 0.34 0 0 0.6361 7.2816 0 0 3.2245 5.5504 0 0 0 0
+MC4R 0 0.4026 0 0 0 0 0.8288 0 2.1142 0 0 0.6068 0 0 0 0 0.8925 0 0.4698 0
+MC5R 1.4409 0 0.5925 0 0 4.8135 1.2433 6.4596 0 0 0 0.6068 2.8281 0.3861 4.8368 0 2.2311 0 0 0
+MCAM 642.171 7236.88 2532.96 844.307 808.107 2748.09 2288.02 2493.76 1795.45 4592.18 964.377 2030.34 1727.94 926.344 879.215 1823.31 4709.06 715.484 2743.25 739.224
+MCART1 140.73 101.865 97.1708 235.476 204.542 236.663 160.796 42.1575 224.101 312.354 89.6947 174.15 209.276 180.326 467.016 128.585 240.071 89.2449 127.32 93.9655
+MCART2 3.3622 2.0132 1.185 6.9713 3.912 6.0168 7.874 1.0199 7.3996 6.6837 2.5445 7.8883 4.5249 11.198 15.5851 7.4006 8.4784 1.5256 6.5774 6.8966
+MCART3P 0.9606 0 1.185 0.7746 0 0 1.2433 0 0.5285 0 0 1.2136 0 2.3168 2.1497 0 1.7849 0 0.9396 0
+MCART6 5.7637 4.8316 9.4801 13.1681 4.4709 5.6157 16.9913 13.2592 10.5708 6.6837 7.6336 8.4951 7.9186 11.9703 2.1497 11.1008 15.1718 19.0694 13.6246 6.0345
+MCAT 299.712 310.025 424.826 406.661 373.316 268.351 296.726 264.505 451.374 592.626 323.155 693.568 638.575 711.266 533.118 277.521 1394.47 615.561 556.26 388.793
+MCC 200.768 321.702 356.688 284.276 919.319 1599.28 466.225 756.116 88.7949 1097.47 280.534 123.786 455.882 459.118 1143.09 300.647 623.382 172.387 372.093 362.069
+MCCC1 228.146 1525.57 607.91 237.026 1633.54 975.532 257.77 519.83 276.956 401.47 351.781 658.374 714.932 505.454 984.012 256.244 518.965 240.275 1358.7 409.052
+MCCC2 1374.64 1721.24 4817.66 5394.27 2539.44 3498.6 407.377 4869.88 3198.2 778.879 4407.76 4291.26 2138.01 4393.86 4304.72 3412.58 4657.3 3891.69 7666.43 2223.28
+MCCD1 0 0.8053 0 0 0 0 0 0.68 0 0 1.2723 0 0 0 0 0 0 0 0.4698 0.431
+MCEE 70.1249 102.671 216.264 161.115 298.43 204.573 184.832 85.335 125.793 113.178 165.394 258.495 141.968 216.237 288.593 201.665 180.277 247.14 276.721 103.448
+MCF2 437.56 1385.85 2506.89 15.4919 1.6766 0 2.0721 249.886 276.427 2.2279 27.3537 35.801 6.2217 6.9505 127.905 86.9565 1174.03 1040.43 531.36 5.6034
+MCF2L2 370.317 591.247 134.499 43.3772 77.0496 262.591 24.4509 349.5 54.482 12.9219 148.219 299.757 179.864 308.524 71.6432 131.36 82.9987 152.555 95.8421 196.552
+MCF2L 176.273 455.375 69.3231 433.772 284.458 270.935 227.103 381.458 128.562 32.5276 291.037 240.898 346.154 123.178 97.2726 349.676 122.267 144.928 409.208 626.293
+MCFD2 3652.26 9161.85 8685.53 2283.5 15622.3 10095.1 2965.6 6284.53 5373.18 3140.92 4909.03 3518.89 7348.98 10255.4 9094.72 4415.36 4025.02 4260.87 11188.6 9255.68
+MCHR1 0.4803 0 0 0 0.5589 0.4011 23.2076 0 4.7569 25.4695 0 0.6068 4.6889 0.4402 1.6123 0.9251 3.5698 0 0.9396 0.8621
+MCHR2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+MCL1 3826.13 6981.21 3662.27 4487.22 3400.64 8044.93 11661.8 4185.16 5376.85 31979.5 3370.23 4821.6 2986.99 5904.04 5337.63 3301.57 2346.72 7767.35 3282.12 5300.43
+MCM10 15.3698 70.0577 16.5901 127.808 5.5886 492.98 235.806 61.1964 156.448 316.81 97.3282 17.5971 63.914 11.5841 76.8507 20.3515 80.3213 30.5111 23.9605 356.897
+MCM2 320.365 1064.55 332.988 263.362 86.6228 819.093 1648.16 444.354 866.808 2409.71 339.058 570.388 1884.05 223.188 645.439 380.204 1042.84 255.53 340.615 1109.05
+MCM3 1838.14 1125.35 1147.68 1608.06 1097.59 3046.13 2894.32 1825.01 3769.03 3856.97 3298.98 891.384 4035.63 1426.78 1485.96 1355.23 3009.37 1270.02 1846.84 4550
+MCM3AP 2206.44 1843.62 2039.83 1446.91 2186.21 1674.42 1931.15 1705.49 1007.36 1724.3 1475.12 1107.97 1638.98 961.058 1982.51 1579.99 1945.08 2089.19 1827.51 948.996
+MCM3APAS 11.1431 53.578 14.3801 3.904 2.269 32.7597 2.5446 21.6091 3.2135 11.251 7.7036 5.4976 14.8699 3.9 3.2514 3.728 10.2945 4.6301 13.6951 19.9698
+MCM4 477.906 557.24 814.694 469.404 399.582 1478.54 976.792 1601.65 821.353 1097.47 984.097 758.495 1068.44 649.87 1144.16 273.82 853.637 519.451 372.563 2321.98
+MCM5 406.34 547.98 382.758 934.16 276.634 1387.08 1737.26 437.555 1402.22 3671.16 522.901 369.539 1903.28 301.187 940.481000000001 343.201 2490.85 627.002 326.991 1968.53
+MCM6 356.868 485.572 446.749 597.986 709.748 1952.27 1489.02 607.205 1094.08 3108.39 794.529 404.126 2878.39 411.623 920.596 542.091 1193.66 601.831 362.697 2532.33
+MCM7 749.659 1014.97 948.286 1626.58 557.18 3004.75 3938.54 1444.35 2910.61 3806.11 1081.24 924.569 1889.12 953.138 1664.62 475.328 3206.51 866.026000000001 840.846 1903.88
+MCM8 208.453 274.997 94.8008 67.3896 81.0342 401.123 211.355 302.922 138.478 250.418 205.471 246.966 239.819 186.505 236.464 167.438 182.508 176.201 85.5062 128.017
+MCM9 39.8655 38.2499 14.2201 10.8443 25.1486 19.2539 23.622 3.0598 27.4841 9.3572 34.3511 25.4854 10.181 18.5346 6.9864 19.4265 11.602 27.46 15.0341 22.4138
+MCOLN1 2680.12 1426.12 1362.76 1860.57 2595.89 2910.55 1249.07 7545.52 1359.94 428.651 1816.79 1907.16 1053.73 6769.38 5112.45 2454.21 1255.69 1551.49 1345.08 828.017
+MCOLN2 5.2834 1.2079 79.9881 51.8978 237.514 391.496 24.8653 21.7587 4.7569 58.3714 12.7226 1319.78 272.059 327.831 113.395 239.593 4.9085 138.825 5.6378 150
+MCOLN3 2726.22 2266.41 18.3676 534.469 21.2366 1032.89 38.1268 5236.04 149.049 53.9156 1129.13 2408.37 608.032 3694.57 12.3606 1849.21 1436.86 1228.07 237.256 844.397
+MCPH1 348.223 312.421 228.47 359.117 264.227 202.852 233.697 463.271 224.561 188.036 442.513 455.291 251.618 234.254 274.083 298.094 237.153 279.603 237.9 349.086
+MCRS1 1492.32 1594.82 1494.3 2012.39 1629.07 1640.59 1866.56 2219.73 2137.95 1049.79 1867.05 1799.15 1909.5 1739.55 2144.3 1290.47 1601.96 1746 1962.41 1251.72
+MCTP1 9.6061 16.5078 3.555 4.6476 32.9725 7.2202 81.6411 5.7797 11.6279 170.213 4.4529 69.7816 2.2624 13.1287 25.796 26.827 2.6774 27.46 8.9265 2.5862
+MCTP2 875.120000000001 6.0395 14.8126 8.5205 212.365 73.0044 437.215 40.7976 38.055 2284.95 37.5318 10.3155 44.1176 10.8119 4.8368 179.464 31.6823 19.0694 258.398 175.431
+MCTS1 919.308 477.52 1577.84 869.094 599.653 884.878 794.447 524.59 1661.73 950.875 1580.79 1257.28 940.611 1746.11 1563.35 999.999999999999 1862.56 1220.44 1727.51 515.086
+MDC1 712.776 950.609999999999 540.364 404.338 468.322 739.27 778.284 373.978 1316.6 742.341 784.987 333.738 920.814 322.811 582.023 366.327 537.26 491.991 669.486000000001 999.569
+MDFI 7.2046 25.3657 16.5901 135.554 3.3531 32.8921 1217.57 11.8993 15.8562 44.5583 30.5344 7.2816 29.9774 24.7128 20.4219 69.3802 82.5524 14.4928 17.8529 5.6034
+MDFIC 752.161 452.959 369.13 374.903 610.271 457.28 1883.55 330.801 334.038 1009.69 306.616 608.616 41.8552 575.731 550.316 1061.05 284.694 893.974 498.473 32.7586
+MDGA1 1580.21 60.7972 412.383 2141.75 269.928 1164.46 1584.75 1119.55 943.446 26.2894 1627.86 564.927 1219.46 1094.31 174.123 1816.84 402.499 832.189 869.157 126.293
+MDGA2 4.3228 0 146.349 20.914 1.1177 0 0 7.4796 29.5983 0 0 7.8883 1.1312 11.198 5.9116 0 82.5524 0 7.9868 36.2069
+MDH1 5337.18 3231.51 4176.57 2587.92 7375.79 7894.1 3061.33 5242.16 5755.29 5010.58 11495.5 9021.24 9660.06999999999 4761.08 9273.68 5825.16 6485.94 5777.27 7796.57 10040.9
+MDH1B 1.4409 16.9105 9.4801 9.2951 60.9154 21.6606 7.874 23.4586 12.685 15.1498 10.1781 30.3398 28.2805 32.0494 33.8573 13.876 69.6118 19.8322 7.0472 4.3103
+MDH2 2859.75 7032.74 9838.54 1632.84 6970.06 9302.05 5847.08 5535.56 7630.55 3640.86 3886.77 13517.6 7673.64 9698.23 13112.5 3345.05 12271.3 6244.09 11374.2 3675.86
+MDK 556.196 4927.39 110.798 6231.6 9216.11 5345.77 3339.83 2970.41 369.45 2400.8 274.809 10239.1 5287.9 1098.95 43.5308 11560.6 3444.44 1079.33 308.198 3161.64
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+MIR155HG 9.1258 6.4421 2.9625 0 3.912 2.4067 39.7845 2.3799 3.1712 27.1806 5.7252 5.4612 9.0498 3.0891 1.6123 9.2507 12.9407 46.5294 2.3491 16.8103
+MIR17HG 20.1729 12.8842 10.6651 28.66 9.5006 6.0168 22.3788 15.2991 17.4419 17.8233 27.9898 13.3495 5.6561 13.901 6.449 1.8501 20.9728 38.1388 15.9737 8.6207
+MIS12 425.072 199.302 370.908 518.977 390.641 328.921 392.872 331.481 718.288 271.806 500.636 530.34 292.986 393.088 368.668 703.978 424.364 432.494 365.516 331.897
+MITD1 192.603 150.584 207.377 368.706 138.038 158.042 346.871 153.671 292.812 454.049 270.992 189.927 152.149 200.792 172.511 174.838 217.76 183.066 211.417 134.052
+MITF 51.8732 165.481 132.129 78.2339 276.634 42.1179 365.106 31.9581 71.8816 40.5481 207.379 728.155 24.8869 146.732 148.327 212.766 75.4128 109.84 97.7214 24.1379
+MIXL1 0 0.8053 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+MKI67 108.069 964.702 238.187 2325.33 27.9428 4066.99 1310.4 188.349 1642.71 3939.4 725.827 105.582 908.371 80.3166 893.188 91.5819 1214.19 393.593 418.605 3259.91
+MKI67IP 814.116 396.172 678.418 418.28 665.593 1014.36 670.091 676.221 625.793 1530.57 583.295 345.837 1033.37 551.405 781.405 542.091 713.521 567.483 460.883 647.384
+MKKS 1215.18 563.28 756.629 899.303 1364.73 976.734999999999 818.069 1216.11 970.402 1000.78 1589.69 2987.26 1338.8 1763.88 1946.53 1151.71 913.432 1358.51 1862.34 372.845
+MKL1 460.615 476.714 774.404 1378 537.62 363.819 1513.88 466.113 593.023 1426.31 446.565 633.495 494.909 657.592 627.704 635.523 844.266 855.072 635.189 723.707
+MKL2 1221.9 1367.33 1483.04 1986.06 271.046 488.969 527.973 2000.78 782.241 393.45 888.677 958.738 295.249 1163.43 683.058 1293.25 933.512 1021.36 810.9 534.052
+MKLN1 1529.3 2133.54 1991.41 1244 1789.46 1422.78 1923.75 1608.45 1660.68 2234.6 1216.92 1787.01 540.158 1928.37 1508.53 1296.02 1909.42 2050.34 3092.79 857.759
+MKNK1 487.512 277.815 296.892 532.208 363.816 330.526 968.09 300.202 327.696 1064.05 403.308 478.762 360.86 279.95 279.995 268.27 302.99 457.666 366.925 436.638
+MKNK2 2277.62 4499.39 4868.02 9360.19 3318.49 11543.5 4985.5 3557.55 3581.4 2219.9 5574.43 4045.51 2231.33 5102.81 7073.49 3780.76 2883.53 4660.56 2726.8 3278.88
+MKRN1 1876.08 2957.32 3344.69 2264.14 1860.99 1779.78 2731.04 2614.11 3241.01 1703.91 2117.05 2487.86 887.443 3667.92 2947.2 2073.08 3070.5 2781.85 2881.84 1184.91
+MKRN2 903.938 982.015 513.109 608.83 606.918 421.58 618.732 620.804 563.953 429.542 931.298 997.573 318.439 642.533 576.112 828.862 471.664 633.867 816.068 478.017
+MKRN3 1.9212 2.0132 0 0 0 0 36.0547 0 139.006 0 0 0 0 0.3861 0.5374 0.9251 0.4462 33.5622 0 0.431
+MKS1 404.419 195.678 306.918 353.989 253.721 131.97 158.309 253.285 348.837 233.04 329.517 362.257 315.611 280.722 350.396 309.898 313.253 302.822 206.718 161.207
+MKX 13.4486 49.9262 14.2201 141.751 2.7943 1.2034 61.7489 10.1994 4.2283 0.8912 14.631 175.364 0 47.4949 3.2245 27.7521 38.3757 118.993 14.0944 4.3103
+MLANA 36.5034 0.8053 0.5925 6.1967 2.2354 2.0056 0.8288 0.68 1.0571 0 0.6361 4.2476 1.1312 3.8614 3.7619 0 1.7849 3.0511 0.9396 0.431
+MLC1 1.9212 1.2079 0.5925 0.7746 5.0297 0 4.1442 3.7398 0.5285 0.4456 3.1807 1.2136 0 0 11.2858 12.0259 16.0643 6.865 8.9265 1.7241
+MLEC 9867.44 15722.7 20744.2 13405.1 7296.99 12182.5 6959.39 10805.3 12053.9 5850.51 21629.1 7358.62 5261.88 20154.8 12181.1 13548.6 11076.3 28900.8 14853.2 8795.26
+MLF1 906.82 1099.99 484.076 222.308 88.2994 641.797 217.986 487.192 202.96 614.905 217.557 315.534 335.407 692.731 1823.46 233.118 780.009 270.786 225.511 231.897
+MLF1IP 225.322 250.376 126.66 1257.13 33.0787 1668.64 607.866 394.282 739.112 664.529 552.875 221.329 646.001 139.091 700.4 206.17 527.22 182.136 533.563 1386.39
+MLF2 6662.34 7522.75 8949.79 9642.14 5372.29 8201.36 7363.86 10327.2 10816.6 5226.69 12244.9 9203.28 9752.83 10100.6 8774.42 8170.21 9400.27000000001 7705.57 7511.39 9105.6
+MLH1 810.759 1288.42 702.711 316.034 943.909 552.347 800.663 508.61 593.552 409.491 451.018 832.524 1109.16 583.454 1277.98 493.062 740.294 424.104 759.22 891.81
+MLH3 937.559999999999 408.67 604.355 693.261 452.115 245.888 193.121 336.92 89.3235 434.889 550.891 357.403 38.4615 469.543 510.009 476.411 708.166 606.407 707.54 26.7241
+MLKL 105.668 54.3551 71.6931 94.5004 109.536 251.504 372.151 82.6152 36.9979 1003.45 140.585 38.2282 139.14 174.534 68.252 184.089 116.912 352.403 64.8344 66.3793
+MLL2 1112.03 4883.08 2753.9 3457.25 1035.71 1866.45 1106.93 2960.97 1981.94 1072.05 2473.33 1439.04 787.07 1975.12 1475.22 1315.91 1613.25 2340.54 2264.77 1445.69
+MLL3 1556.2 4377.4 2718.41 3797.06 1582.68 1265.14 931.206 1733.56 2788.05 1200.4 1376.59 1603.76 472.851 1732.21 1698.24 1185.94 2076.31 1629.29 2285.65 976.293
+MLL 2121.52 1671.72 1187.38 1282.73 660.01 977.537 806.879 1018.24 1153.28 1521.22 1007.63 634.709 600.679 732.117 536.88 829.787 1041.5 942.792 696.735 1013.36
+MLL4 1101.34 1835.59 2096.28 5672.35 1275.31 1825.91 1035.64 2412.5 1989.96 1183.47 2861.96 1354.98 1538.46 1747.66 2434.5 1083.26 1844.71 2484.36 725.863 1202.59
+MLL5 857.733 2144.01 1331.37 1006.99 592.12 917.922 875.885 1102.11 1154.58 904.222 617.456 579.678 172.381 840.514 635.598 756.438 615.622 1048.58 825.121 629.931
+MLLT10 276.177 1491.75 383.351 659.179 546.562 1024.87 271.861 436.535 385.307 480.784 522.901 687.5 183.823 521.672 230.552 403.33 240.964 614.035 438.807 573.276
+MLLT11 464.938 88.5787 30.2177 56.5453 252.044 255.917 741.815 88.7348 109.408 163.083 1253.18 305.825 188.348 77.9998 159.613 380.204 37.4833 786.423 366.925 724.138
+MLLT1 1356.87 2184.67 2489.11 2118.51 1376.46 1277.18 1915.04 2931.31 1914.38 1255.65 1914.76 1768.2 2152.71 1642.63 2112.05 3070.31 3720.66 1706.33 960.77 1983.62
+MLLT3 847.743 351.094 463.339 679.318 76.0045 292.82 399.088 257.705 503.7 412.61 302.799 614.684 265.837 837.146 425.635 546.716 618.028 279.176 284.238 513.362
+MLLT4 494.717 653.469 452.674 558.482 991.971 1409.95 348.529 276.744 579.81 506.183 460.56 470.874 474.548 319.336 288.593 444.958 488.621 427.155 806.202 629.31
+MLLT6 3927.95 2696.01 3057.32 4352.44 1748.1 2299.24 2340.65 2759.62 1881.61 2149.94 2270.36 2287.62 1436.65 1523.7 1453.71 1148.94 2399.38 3043.48 1121.45 2332.33
+MLN 0 0 0 0 0 0.4011 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+MLNR 0 1.6105 0 0 0 0 0 0.34 0 0.8912 3.1807 0 1.1312 0.3861 0 0.9251 1.7849 0 0.4698 5.1724
+MLPH 54.755 6.4421 312.842 189.001 11.736 3.6101 4.9731 0.34 10.5708 836.36 9.542 4.2476 15.8371 2.3168 13.4354 3.7003 12.0482 13.73 58.7268 2.5862
+MLST8 2503.82 717.085 1231.76 1712.15 933.123 872.752 1558.36 1399.26 1627.91 1002.27 1297.99 1683.05 1449.64 2619.68 1859.58 1551.23 1621.69 1675.69 1397.62 812.052
+MLX 1910.49 1779.12 1235.63 1015.03 1459.34 1165.63 1114.94 865.896 1116.63 2049.58 856.069 2086.15 2207.41 996.651999999999 1197.84 1314.37 1043.92 1087.5 1357.46 1793.97
+MLXIP 871.277999999999 3482.75 1905.5 2443.84 957.88 1275.17 1135.1 1318.1 1329.81 252.646 2031.17 1030.95 489.253 1685.88 1839.58 966.697 889.335000000001 1808.54 1336.62 964.654999999999
+MLXIPL 1173.87 286.27 4517.26 3509.68 370.522 278.38 2.0721 551.788 2633.19 7.1293 758.27 995.752 93.8914 2627.67 2411.93 138.76 4485.5 1373.76 894.527 301.724
+MLYCD 324.207 461.012 840.172 416.731 732.102 438.428 271.861 701.039 800.211 168.43 699.109 1623.79 835.973000000001 1076.55 871.692 489.362 1253.46 608.696 1191.45 365.086
+MMAA 150.336 210.978 135.091 154.919 198.953 167.268 133.029 246.486 154.334 88.671 211.832 297.33 171.946 313.544 151.014 387.604 108.88 485.126 530.89 103.448
+MMAB 1959.65 1135.02 4574.14 690.937 8148.13 7163.26 496.892 2401.62 3906.45 513.757 3054.71 2630.46 12755.7 2576.7 1788.53 1586.49 3597.95 3738.37 8677.47 3429.74
+MMACHC 83.5735 198.094 175.381 116.189 157.598 559.567 119.353 197.189 141.12 321.711 133.588 231.189 93.8914 150.98 184.872 155.412 161.535 137.3 141.414 176.724
+MMADHC 1018.73 953.831 924.308 246.321 2215.87 2299.24 1431.83 1111.4 1029.6 1247.63 1177.48 1234.83 3092.76 1164.59 1784.76 1171.14 916.109 697.178 2067.18 1889.66
+MMD2 4.8031 13.2868 5.3325 56.5453 20.1188 17.2483 0 91.1147 2.6427 0 1.9084 1.2136 108.597 2.703 188.096 0.9251 115.573 0.7628 4.2283 4.3103
+MMD 97.5024 179.573 71.1006 94.5004 333.637 57.7617 577.704 72.4158 155.391 591.289 67.43 236.65 61.086 90.3562 250.974 495.837 113.342 111.365 114.165 143.965
+MME 2.4015 1133.4 2.37 1.5492 2.2354 0.8022 3504.77 13.9392 6.871 4463.85 26.7176 1001.21 7.9186 1.5446 9.1361 1531.91 1000.89 2.2883 1.8793 0.431
+MMEL1 2.2719 14.9376 19.8074 4.5314 340.74 0 0.949 0 0.5867 1.0026 0 0 0 28.3579 0 1.0268 0.4998 6.2319 10.242 0
+MMGT1 133.045 614.817 616.205 107.668 249.809 160.048 658.931 329.441 734.672 505.737 302.163 881.068 342.195 539.82 727.126 412.581 588.13 241.037 697.674 346.552
+MMP10 0 0.4026 2.9625 0 0 0.4011 19.0634 0.34 4.2283 0.8912 0 0 18.6652 1.5446 1.0748 0 6.2472 1.5256 1.8793 0.431
+MMP11 99.4236 210.576 98.9483 278.854 345.932 46.1292 6407.38 151.291 193.446 220.118 94.1476 145.024 109.728 312.772 69.8643 150.786 149.041 173.913 192.624 179.31
+MMP12 0 0.8053 4.1475 0 0 0.4011 4.1442 1.3599 31.7125 1925.36 3.1807 1.2136 8.4842 0.3861 0 8.3256 65.5957 0 0 0.8621
+MMP13 0 0 0.5925 0.7746 0 0.4011 1251.55 0.68 0 64.164 0 0 0.5656 0 0 0 0.8925 0 0 12.069
+MMP1 1.4409 4.0263 11.2576 12.3935 0 15.2427 2021.96 1.6999 41.7548 11.1396 3.8168 0.6068 641.403 11.198 3.7619 0 17.8492 5.3394 11.2755 16.8103
+MMP14 676.753 2326.8 1747.3 2339.27 4535.68 4638.59 81079.9999999999 6322.27 2700.85 9019.49 1594.78 634.709 5561.09 1161.89 3357.79 1664.2 2431.5 983.982 331.689 9474.57
+MMP15 444.284 3935.71 209.747 3064.29 452.115 471.32 260.257 789.774 248.943 400.579 558.524 1095.87 2775.45 1420.99 824.399 3263.64 1273.98 418.002 908.151 3386.21
+MMP16 21.6138 19.3263 31.9953 7.7459 0 4.8135 98.218 21.7587 14.7992 0.4456 1.9084 222.087 23.7557 15.0594 85.4494 117.484 45.9616 23.6461 12.685 970.69
+MMP17 34.5821 105.087 36.1428 1192.1 24.5897 23.2651 87.0286 93.8345 150.634 21.388 80.7888 4.2476 1326.92 84.9503 990.998 8.3256 1028.11 60.2593 8.9265 1016.38
+MMP19 268.492 223.863 235.817 702.556 312.401 157.24 1378.37 227.447 512.685 307.452 347.964 130.461 276.018 388.841 392.315 269.195 500.669 437.834 157.858 107.759
+MMP20 0 0 0.5925 2.3238 0 0 0 0 1.0571 0 0 0 0 0 0 0 1.7849 0 0 0
+MMP21 0.9606 0 2.37 8.5205 0 0 0 0.34 0.5285 0.4456 1.9084 2.4272 0.5656 1.1584 0 0.9251 0 3.0511 0 0.8621
+MMP23A 0 0 0 0 0 0 3.3154 0 0 0 0 0 0 0 4.8368 0 0 6.865 0 0
+MMP23B 11.5274 23.3526 27.2552 31.7583 17.8834 5.2146 9.9461 6.4596 35.4123 41.4392 42.6209 13.9563 19.7964 17.3762 23.109 33.3025 41.9456 35.0877 2.3491 13.3621
+MMP24 859.27 163.871 539.772 505.81 603.006 216.205 399.917 298.503 652.748 197.393 1119.59 836.772 1144.23 735.978 468.091 2319.15 338.242 662.09 189.805 371.983
+MMP2 208.934 1473.22 309.88 838.885 86.6228 225.832 25644.4 806.093 131.078 327.504 381.043 669.296 175.339 206.197 314.389 1580.94 522.088 395.881 38.055 242.672
+MMP25 14.4092 11.5434 30.7391 60.426 3.3252 7.8861 71.3054 15.3331 25.0846 34.5594 17.2646 30.7828 5.6561 17.6928 6.8037 26.309 11.0397 31.4874 12.0272 2.931
+MMP26 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+MMP27 0 0 1.185 0 0 0 0 0 0 0 0 0 0.5656 0 0 0 0 0 0 0
+MMP28 246.878 29.7946 43.8454 128.583 16.7657 132.371 1371.74 73.4357 10.5708 685.307 235.369 57.0388 28.2805 40.1583 16.1225 322.849 80.3213 28.9855 5.6378 12.931
+MMP3 0 0.8053 170.049 0 0 0 50.5595 0 2.6427 0 0 0 0 0 1.6123 2.7752 0 0 0 0
+MMP7 0 2.8184 1.185 1.5492 0 0 118.11 0 4.2283 3.5647 0 0 0 0 0 0 1.3387 0.7628 0.4698 10.7759
+MMP8 0 0 0 0 0 0 12.0182 0 1.0571 0.4456 0 0.6068 0 1.5446 0 0 0.8925 0 0.4698 0.431
+MMP9 20.6532 219.434 43.8454 597.986 19.56 12.8359 934.107 32.9781 105.18 1192.38 39.4402 46.1165 75.7919 92.2869 26.3335 33.3025 114.235 114.416 40.404 46.9828
+MMRN1 215.178 152.194 476.374 28.66 340.903 151.625 24.8653 280.824 87.2093 0.4456 31.8066 19.4175 630.656 376.484 593.847 37.9278 65.1495 194.508 218.934 56.4655
+MMRN2 586.936 1522.35 513.109 343.145 3689.57 725.231 680.481 1130.43 591.966 149.716 1406.49 1173.54 679.299 706.246 597.071 1682.7 420.348 1503.43 1990.6 306.897
+MMS19 1433.72 2459.27 830.692 841.983 1135.6 1389.89 1377.54 1370.8 838.795 1427.2 1164.12 1394.42 1238.12 993.918 985.087000000001 733.58 896.475 1205.95 886.54 1547.41
+MN1 7.6849 22.5473 466.894 128.583 292.841 10.4292 74.1815 22.4387 475.687 42.776 111.323 33.9806 11.3122 15.4455 64.4901 100.833 20.9728 54.1571 312.896 28.8793
+MNAT1 267.531 183.197 295.067 292.796 221.307 193.341 265.644 234.586 236.786 446.029 363.232 236.65 275.452 176.465 230.015 271.97 315.038 220.442 409.678 144.828
+MND1 23.0548 36.2367 40.2903 387.297 22.9131 295.227 60.92 37.3978 368.922 130.11 280.534 50.3641 202.489 49.8118 135.429 52.729 142.793 180.015 242.424 150.431
+MNDA 46.5898 578.58 10.6651 7.7459 58.68 8.4236 327.808 23.7986 43.3404 188.927 31.1705 185.68 78.6199 18.5346 23.109 64.7549 12.9407 218.917 21.6115 5.6034
+MNS1 12.9683 41.0683 15.9976 41.0534 16.2068 167.268 94.9026 20.3988 44.926 176.005 83.3333 38.835 50.3394 13.1287 101.034 44.4033 59.7947 46.5294 36.6455 122.845
+MNT 1186.36 763.79 785.069 640.589 411.318 575.612 753.419 775.155 765.856 311.017 411.578 586.772 371.041 702.77 573.425 481.961 498.884 443.936 412.497 423.276
+MNX1 11.5274 0.4026 13.6276 99.9225 0 14.8416 1.2433 10.5394 14.7992 0.4456 13.9949 0 9.6154 1.1584 5.3742 4.6253 1.3387 6.1022 3.7585 5.1724
+MOAP1 732.469 911.555000000001 2044.14 687.839 1493.27 582.832 260.671 1047.48 1104.12 491.924 545.165 922.33 824.095 1309.01 1328.5 419.056 1467.2 448.513 2201.08 598.276
+MOB2 1068.68 407.865 427.196 560.031 633.744 388.287 1049.73 729.938 552.326 780.662 713.104 466.626 1059.39 642.919 348.247 609.621 582.329 524.79 452.901 489.655
+MOBKL1A 840.058 454.57 400.533 756.003 471.675 583.634 348.943 1406.16 640.592 417.957 602.417 729.369 529.412 1271.55 950.154 1361.7 1316.38 845.919 910.5 1056.47
+MOBKL1B 343.9 694.537 323.508 292.796 460.498 890.893999999999 369.664 418.516 545.455 1144.7 409.033 344.053 435.52 279.564 440.683 363.552 410.977 395.118 748.414 722.414
+MOBKL2A 753.122 781.103 1433.27 1324.55 1104.3 2675.89 1493.58 2077.28 930.233 1050.69 1203.56 840.413 924.208000000001 1163.82 1039.37 1704.9 977.688 1361.56 567.066 1393.97
+MOBKL2B 73.487 164.273 508.962 157.242 113.448 443.241 58.4335 13.2592 670.719 726.746 293.893 225.728 334.842 968.047 862.554999999999 205.365 25.8813 210.526 254.17 371.121
+MOBKL2C 268.492 199.705 190.739 273.37 249.25 281.187 647.327 216.227 255.285 880.472 311.069 398.058 352.941 205.811 165.525 256.244 212.405 482.075 287.996 99.569
+MOBKL3 4254.08 1490.94 3213.75 810.225 2551.74 7633.77 831.33 1951.83 3158.03 851.509 1541.98 702.67 17266.4 2025.29 4353.62 787.234 1537.26 995.423000000001 3404.75 7134.48
+MOBP 0 1.2079 1.185 5.4222 0 1.2034 0.4144 0 2.1142 4.9014 1.2723 1.2136 0 1.1584 2.1497 0 0 0 0 0.431
+MOCOS 111.912 1017.45 782.699 402.788 826.549 1254.31 48.4874 454.214 515.328 140.804 167.303 416.262 939.479999999999 281.88 1215.64 257.169 570.727 67.1243 1044.4 606.897
+MOCS1 1051.68 630.857 751.533 378.59 2637.41 833.129 521.79 841.036 1177.64 135.618 759.943 923.447 1120.19 1234.34 350.289 1503.76 650.785 484.157 2726.94 532.884
+MOCS2 2327.09 620.453 2455.34 2584.04 1998.47 1484.56 821.384 1894.37 1386.36 1387.99 3652.67 3228.76 1665.72 3038.52 2055.62 2798.33 2050.42 4702.52 3960.54 1479.31
+MOCS3 113.833 233.123 196.119 109.218 399.024 138.789 256.942 295.103 229.387 201.404 353.69 375 409.502 405.831 246.137 370.028 424.364 316.552 346.723 181.465
+MOG 0 0 0.5925 0 0 0 0.4144 0.34 0 0 0 0 0 0.3861 0 0 0 0 0.4698 0
+MOGAT1 0 0 0 0 0 0 0 0 0 0.8912 0 0 0 0 0 0 0 0 0 0
+MOGAT2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+MOGAT3 0 0.8053 0 0 0 0 0.4144 0 1.0571 0 0 0 0 0 0 0 0 0 0 0.8621
+MOGS 1431.32 1205.48 1527.48 1261.04 1202.66 1568.79 1699.54 1026.74 1752.11 2105.38 947.201 979.369 1592.76 1011.29 1267.77 977.798 950.021999999999 1184.59 704.722 1558.19
+MON1A 289.625 423.567 296.252 141.751 298.43 480.144 298.798 209.768 197.674 197.393 228.371 310.68 503.959 193.455 278.92 287.697 153.949 212.052 336.857 277.155
+MON1B 448.607 603.136 686.121 533.695 281.105 503.811 589.308 563.007 780.655 242.397 438.931 799.757 695.136 665.701 540.105 860.314 468.095 446.987 429.88 465.086
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+MORF4L1 5319.88 5865.12 2515.18 2371.8 6055.77 3140.79 6060.09 4338.83 6145.35 4061.49 5319.97 3587.99 6393.1 3358.63 5313.45 3320.07 3083.89 4460.72 6713.65 5003.88
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+MOS 0 0 0 0 0 0 0 0 0 0 0 0 0 0.3861 0 0 0 0 0 0
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+MOV10L1 0.9606 7.65 0 237.8 40.7965 15.6438 7.874 58.4766 69.7674 0.8912 0.6361 1.2136 0 0.7723 2.1497 3.7003 316.377 2.2883 0 0
+MOXD1 557.637 1596.83 506.592 33.3075 37.4434 108.303 2937.84 6.1196 44.926 12.0307 163.486 145.631 1004.52 652.959 12.3606 6790.93 3376.17 102.212 18.3228 850.431
+MPDU1 2162.35 858.005 1231.22 1580.94 1878.32 1449.26 3093.28 1368.76 1338.27 1490.03 1403.33 1987.26 2378.39 1069.22 2172.26 2002.78 1479.72 1161.71 1255.81 1587.94
+MPDZ 500.48 456.18 243.519 609.605 321.343 269.555 441.359 359.019 76.1099 404.589 373.41 1314.32 113.688 569.553 462.717 501.388 267.738 318.841 339.676 340.517
+MPEG1 159.942 301.973 49.1779 113.865 1070.77 45.728 1666.8 86.355 116.808 1054.7 466.921 546.116 187.217 32.0494 67.1772 381.129 88.7996 722.349 474.982 11.6379
+MPG 1447.17 1395.92 2562.58 2475.6 953.968000000001 712.395 1435.14 2601.53 1540.7 1252.09 1403.94 1879.85 1919.12 2874.79 3014.91 2144.31 3639.45 2829.14 1121.45 613.362
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+MPI 1329.01 578.982 1472.97 680.867 974.087 334.938 943.224 561.647 1881.08 1030.63 1793.89 658.374 1277.71 787.721 632.541 877.891 910.754 1750.57 2936.81 471.983
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+MPST 663.785 622.467 1656.64 3160.34 598.535 1516.25 759.221 1387.8 1760.04 1019.94 1238.55 1247.57 1638.57 1863.11 2108.29 924.144 2887.1 1927.54 1070.71 1064.22
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+MRE11A 214.217 278.218 216.264 108.443 110.654 475.331 151.264 159.111 218.287 252.646 211.196 180.825 120.475 178.01 149.402 193.339 189.648 147.216 181.818 441.379
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+MSRB3 132.565 3165.08 132.129 455.461 561.651 1283.59 372.565 2161.25 469.345 348 1375.95 248.18 303.167 1891.3 135.429 716.929 240.071 2800.92 140.005 2206.47
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+MSTO1 435.677 788.238 566.298 411.061 360.865 948.279 588.338 319.952 743.446 1029.66 391.069 280.079 647.398 344.999 792.186 224.986 434.739 887.857 250.735 377.112
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+MT1DP 0 0.4026 0 0 10.0594 0 0.4144 0 0 13.3675 0 1.8204 0 0 4.2993 0 0 0.7628 0 0
+MT1E 9912.1 241.981 9174.34 21772.3 633.185 4006.42 300.456 1338.84 615.222 7547.73 6321.25 26292.5 291.29 2157.74 92827.6 4406.11 417.224 5338.67 1166.08 129.741
+MT1F 2824.69 36.2367 1606.28 2130.91 138.596 418.371 94.0738 77.1755 1437.63 489.25 1055.98 5149.27 200.792 320.108 90106.1000000001 271.045 421.687 608.696 708.48 433.19
+MT1G 3.8425 36.2367 5.3325 26.3362 41.3554 8.8247 220.887 1.6999 26.4271 294.531 3.8168 14976.3 86.5385 1.5446 491.2 4.6253 16.5105 47.2921 0.9396 0.8621
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+MT1M 826.608999999999 12.0789 1.185 0 22.3543 2.8079 46.4153 5.0997 5.2854 4503.07 6.9975 80.7039 13.009 7.7228 129.518 16.6512 7.5859 11.4416 2.8189 0
+MT1X 9536.02 534.693 7348.24 7670.02 136.92 1332.53 2493.16 1070.6 1060.25 3318.26 980.28 22280.9 402.715 493.87 60022 2875.12 1698.35 573.608 698.614 281.466
+MT2A 26050.9 1995.44 58172.1 87264.0999999999 1649.74 20403.1 20445.9 6729.23 20066.1 86314.8000000001 19313 82815.5 14364.8 27765.2 209190 33568 15893.8 12631.6 5862.81 4229.31
+MT3 371.758 1147.5 25015 25775.4 737.691 18985.6 13.6759 98.5943 18488.9 16.041 1227.1 3604.37 4888.01 3285.65 6670.43 608.696 18892.9 24848.2 10674.2 12869.8
+MT4 0 0 0 0 0.5589 0 0 0 0 0 0 0 1.1312 0 0 0 0 0 0 0
+MTA1 749.76 1001.34 1643.02 2584.04 317.431 524.268 1420.22 865.93 1005.81 1860.76 1033.71 456.311 684.955 817.067 1007.66 846.438 1367.25 819.222 1082.45 372.845
+MTA2 1975.98 863.642 1999.11 2130.91 1394.35 1835.94 1923.33 1489.79 2591.97 2338.42 1807.89 925.364 2511.31 1824.5 1579.47 987.974 2335.12 2287.57 1677.24 1488.79
+MTA3 1960.13 911.153 615.612 452.363 1336.79 1144 458.765 846.551 386.364 854.183 704.835 620.146 1337.67 671.107 579.874 958.372 565.819 691.838 946.206 1157.33
+MTAP 449.087 599.517 388.683 391.944 397.906 448.055 449.233 258.045 647.463 1793.92 407.125 578.277 391.403 705.86 867.392 550.416 344.935 301.297 339.676 370.259
+MTBP 26.4169 32.2104 26.6627 120.062 15.0891 48.5359 43.5143 152.991 55.4968 124.763 97.9644 51.5777 28.8462 58.6929 75.2385 54.5791 108.434 70.1754 24.9002 137.5
+MTCH1 4679.15 5319.55 10039.4 5359.41 7041.59 24753.3 5994.2 5046.67 18534.4 4763.73 19790.1 5953.88 10733.6 7083.31 9439.2 6732.65 6355.64 5483.6 19269 9825.86
+MTCH2 1670.03 1348.01 1244.26 763.749 1673.22 1856.4 1737.26 1112.42 1403.28 1781.89 1106.23 1661.41 2552.6 1374.65 874.379 1337.65 1310.58 1004.58 2216.11 2800
+MTCP1 65.879 22.6359 221.62 159.551 45.2618 27.9984 30.7045 17.271 568.806 66.3874 38.944 46.5837 27.4434 38.0384 31.7076 5.8279 177.501 34.3402 84.1156 58.8664
+MTCP1NB 347.666 123.922 607.294 688.629 181.634 85.5195 358.438 134.36 2109.84 412.615 583.193 625.746 172.217 188.238 264.947 821.184 486.934 495.027 917.059 95.444
+MTDH 2465.9 4409.21 1832.62 1901.63 2484.12 1326.92 2123.08 3938.33 1876.85 3137.35 2536.9 3729.37 1664.03 3124.63 2133.55 2469.94 2680.5 1858.12 2505.52 4152.59
+MTERF 143.132 148.973 282.625 321.456 188.335 183.714 253.212 129.532 329.281 208.087 157.125 270.024 118.213 311.227 420.261 231.267 381.972 331.808 484.379 75.8621
+MTERFD1 406.34 202.926 435.491 451.588 421.937 336.943 306.258 561.307 318.71 510.638 653.308 774.879 488.122 556.811 327.825 368.178 946.006 928.299000000001 316.185 415.517
+MTERFD2 384.246 298.752 367.945 375.678 444.85 375.852 557.397 354.259 277.484 412.61 346.692 298.544 884.615 421.662 453.043 358.002 425.703 272.311 461.828 231.035
+MTERFD3 892.891 441.283 535.624 1154.92 791.9 740.072 384.998 621.144 522.727 300.323 874.682 746.358999999999 400.452 938.701 848.045 455.134 857.653 1109.08 651.633 363.793
+MTF1 308.838 402.63 383.943 202.944 340.344 480.144 365.106 311.762 344.08 519.104 334.606 237.864 212.67 289.217 384.791 201.665 293.173 354.691 329.34 172.845
+MTF2 479.827 301.973 436.676 703.331 414.113 520.658 418.152 415.116 424.419 901.415 493.639 203.883 302.036 403.128 350.396 303.423 371.263 422.578 518.675 667.241
+MTFMT 190.202 157.429 293.29 142.525 186.658 169.274 252.383 164.89 349.366 317.701 293.893 276.092 222.851 283.039 255.811 155.412 307.452 430.206 440.216 127.586
+MTFR1 308.838 462.622 417.716 431.449 616.419 315.684 299.213 469.173 528.013 462.515 681.298 969.296 385.181 744.473 422.948 1122.11 788.487 501.907 720.226 917.672
+MTG1 433.718 580.996 679.603 734.314 932.732 1190.13 477.414 682.68 472.516 1424.53 879.135 604.369 1559.95 464.91 601.908 524.514 939.759 600.305 587.268 421.552
+MTHFD1 1110.4 1071.25 2082.41 830.271 721.367 1876.89 957.443 1142.41 1526.82 3789.06 1386.09 1118.51 2098.84 966.452 1994.13 1307.72 3260.75 764.95 1851.14 1120.85
+MTHFD1L 337.656 315.662 909.495 170.411 710.307 326.514 1347.7 121.373 585.624 656.79 520.356 157.767 527.149 272.227 338.573 229.417 522.981 248.665 498.003 393.103
+MTHFD2 111.912 937.726 682.566 838.11 103.388 584.035 344.385 160.811 649.577 1866.1 223.919 351.335 440.045 420.89 1223.16 250.694 559.125 835.24 754.522 625.409
+MTHFD2L 1064.84 223.77 234.01 511.921 389.4 189.675 140.812 158.597 369.297 243.271 223.537 464.757 376.029 480.297 306.274 225.458 621.606 383.646 658.182 224.931
+MTHFR 1406.12 700.971 604.912 513.122 1020.78 379.799 708.044 297.146 838.102 855.867 382.271 444.964 433.824 304.894 293.602 314.801 471.428 486.88 1010.58 306.056
+MTHFS 659.942 169.507 334.765 329.977 890.259 304.452 347.286 352.56 182.347 1202.18 760.814 135.922 933.823 188.821 212.28 394.08 367.247 344.012 842.377 222.845
+MTHFSD 341.979 268.957 328.248 865.995 239.75 176.093 401.989 435.515 346.195 322.602 399.491 429.612 397.059 510.088 504.635 388.529 389.558 464.531 216.115 231.035
+MTIF2 768.492 614.011 397.571 479.473 938.32 772.162 629.092 366.159 532.77 785.563 508.906 722.087 569.57 547.157 1039.37 532.84 540.83 466.819 695.795 888.362
+MTIF3 1279.54 754.127 1416.68 2076.68 1048.42 709.988 498.135 884.629 845.137 388.548 1508.27 1077.06 908.371 1252.24 1377.4 473.635 1191.43 1262.4 1984.44 725.862
+MTL5 4.8031 99.0471 62.213 89.0782 16.7657 142.399 4.1442 106.754 27.4841 30.2997 84.6056 47.9369 10.181 44.0197 25.796 57.3543 126.729 51.8688 88.7949 80.6034
+MTM1 121.518 611.596 493.557 298.218 276.634 242.679 149.606 431.435 406.977 110.95 379.771 850.121 80.8824 619.365 272.471 365.402 443.106 235.698 876.673999999999 237.931
+MTMR10 694.294 625.1 500.038 575.128 472.48 472.651 381.401 608.86 925.159 238.85 488.938 569.727 326.222 489.607 372.275 618.705 328.817 597.574 1186.07 256.461
+MTMR11 3536.5 1844.85 1824.32 2139.43 553.268 1552.35 230.004 873.409 1087.21 175.56 904.58 401.699 330.317 1401.29 1755.74 506.938 746.096 1671.24 256.988 1298.71
+MTMR12 155.62 630.519 483.484 470.178 575.622 498.195 428.098 391.997 601.48 360.922 598.601 687.5 275.452 581.137 499.798 396.855 315.93 361.556 679.352 430.603
+MTMR14 1265.13 1086.7 843.727 814.098 2171.72 931.007 1221.3 790.794 1314.48 546.285 1208.65 1267.6 861.991 839.848999999999 648.126 878.816 663.097 768.116 1198.03 743.103
+MTMR15 794.179 686.267 414.789 561.201 470.87 393.373 243.133 341.384 856.554 416.157 577.22 521.899 453.756 336.728 626.247 249.935 435.127 570.999 688.02 182.763
+MTMR1 481.748 710.643 758.999 832.688 211.248 220.618 408.206 419.536 830.867 524.451 832.697 705.704 150.452 649.097 21.4967 518.964 556.894 541.571 738.548 329.741
+MTMR2 833.333 986.444 282.625 308.288 856.168 956.679 858.268 388.597 434.461 970.926 428.753 394.418 510.747 361.039 344.485 516.189 340.473 517.925 591.027 1173.71
+MTMR3 629.683 1541.67 865.648999999999 910.147 654.98 365.423 1019.89 778.895 644.82 723.627 451.018 671.723 509.615 940.245 672.847 304.348 1630.97 688.024 885.13 1169.83
+MTMR4 1119.12 1333.91 2557.84 1159.57 1102.07 1547.13 317.033 540.569 1531.18 878.69 611.959 1114.68 2656.11 806.255 341.26 682.701 1732.71 1114.42 1864.22 915.086000000001
+MTMR6 531.7 990.873000000001 754.851 205.267 894.73 417.97 699.544 625.224 825.581 282.5 474.555 823.422 305.43 741.384 678.759 318.224 457.385 424.104 1642.94 1691.81
+MTMR7 55.9894 30.0322 20.5421 32.3857 45.1221 13.1007 75.9884 25.6413 17.056 51.0594 33.098 56.9357 13.8348 24.7553 10.7 18.9732 20.7586 65.1564 37.059 37.3793
+MTMR8 14.4092 26.5736 21.3302 17.8156 2.7943 19.2539 3.3692 14.507 19.0275 2.2279 41.3486 16.3835 2.3416 33.9801 7.5238 6.4755 39.7144 16.7811 12.2152 12.069
+MTMR9 399.135 431.177 197.239 415.151 230.808 252.708 283.017 742.156 253.7 139.891 554.058 567.348 286.199 244.8 203.144 292.322 197.68 391.289 324.163 566.75
+MTMR9L 64.8415 84.1498 23.1077 346.243 194.482 19.2539 77.9113 31.6182 145.349 64.164 132.315 315.534 98.4163 49.8118 17.1974 55.5042 96.3855 192.982 142.354 30.1724
+MTNR1A 0 0 0 0 0 0 0.4144 0.34 0 0 0 0 0 0 0 0 0 0 0 0
+MTNR1B 0 0 0 0 0 0 0 0 0 0.4456 0 0 0 0 0 0 0 0 0 0
+MTO1 304.035 288.283 261.295 267.235 428.643 378.259 393.286 259.065 427.061 233.486 475.827 373.786 400.452 294.623 432.621 353.377 250.781 270.023 525.722 555.172
+MTOR 984.63 1274.73 1429.71 705.654 1038.91 1612.92 1077.5 808.133 1137.42 2186.92 674.3 760.316 823.529 1283.91 1724.04 567.067 1272.65 600.305 839.089 792.672
+MTP18 171.95 80.9287 1905.32 1821.35 516.769 508.107 367.029 166.485 1728.75 753.383 309.16 563.004 1052.04 595.532 1087.73 44.4033 2528.41 383.677 1009.16 940.241000000001
+MTPAP 631.604 772.245 382.758 666.925 419.142 924.99 390.8 739.117 442.389 688.426 624.046 682.646 363.122 669.949 556.765 552.266 523.873 671.243 577.402 430.603
+MTR 1388.09 1776.41 1607.47 1147.17 2143.77 805.856 940.738 1068.9 849.366 435.335 797.71 735.437 409.502 812.048 841.596 962.997000000001 1517.63 1144.16 900.634 1236.21
+MTRF1 323.247 136.492 113.168 144.849 149.774 81.8291 102.777 107.774 116.279 85.552 99.2366 117.112 65.0452 134.762 147.79 60.1295 117.805 125.858 239.605 108.19
+MTRF1L 297.791 227.083 254.185 223.857 328.608 286.402 332.366 229.487 381.078 228.584 412.214 271.845 354.072 297.712 248.287 416.281 250.781 265.446 887.479 388.793
+MTRR 164.745 401.423 590.135 512.781 490.117 490.173 527.145 487.192 596.723 420.63 661.578 750 208.145 850.275 852.345 282.146 592.593 298.246 928.353 263.362
+MTSS1 2033.14 1388.67 3642.72 5206.82 1689.98 3323.71 1651.89 2191.17 2250 610.003 3083.33 2290.66 2191.74 5140.65 3746.34 2322.85 2612.22 4941.27 2665.26 4532.33
+MTSS1L 1127.76 3706.62 1820.77 5395.82 191.129 1134.38 778.699 3131.22 1412.26 716.498 2840.33 2235.44 3382.92 2023.75 4550.85 2268.27 3542.61 1684.97 1878.32 1275.43
+MTTP 4.3228 3.221 4.74 18.5902 6.1474 2.4067 1.2433 21.7587 26.4271 0.8912 12.7226 15.1699 0 10.8119 85.9868 25.9019 19.6341 64.0732 157.858 0
+MTUS1 2585.97 1418.87 1832.02 1910.92 3042.42 1474.13 896.394 1148.45 1219.34 590.398 1993.64 4330.1 1165.72 1840.72 1056.03 1702.13 1471.66 2175.44 1247.36 3468.1
+MTUS2 0.9606 1.2079 4.1475 0 0 0 8.7029 4.0798 3.6998 8.4661 1.2723 3.034 2.2624 1.1584 1.0748 0.9251 3.1236 0 23.9605 3.8793
+MTVR2 0 0 0.5925 0.7746 0 0.8022 0 0 0 0 0 1.2136 0 0.3861 0 0 0.4462 0 0 0
+MTX1 2827.08 694.485 530.878 1107.67 765.617 992.375 1148.78 990.349 650.085 2190.04 909.65 1104.98 2158.37 601.205 879.753 1185.94 479.697 1435.53 554.381 801.289
+MTX2 808.838000000001 627.298 740.631 588.691 1002.59 957.481 873.187 783.314 644.82 823.438 707.378999999999 887.136 947.964 670.721 881.903 786.309 614.458 668.192 1245.48 768.966
+MTX3 638.328 938.129 896.460000000001 745.159 1055.68 669.475 220.887 823.432 562.896 279.826 692.112 1122.57 690.045 1210.54 1402.12 664.2 966.979 935.927 621.564 820.69
+MUC12 9.6061 1.2079 22.5152 113.865 10.0594 3.209 12.8471 15.9791 59.7252 8.9117 0.6361 0.6068 1.6968 89.1978 158.001 1.8501 109.326 4.5767 9.8661 1.2931
+MUC13 0.4803 0.8053 14.8126 0 0 0.8022 7.0452 0.34 65.0106 335.524 1.2723 0 39.0271 1.1584 31.1702 0 0 0.7628 1.4094 6.8966
+MUC1 362.152 20.5341 156.421 35.6313 5.0297 0.4011 139.246 9.5194 45.4545 6003.34 9.542 7.2816 29.9774 9.6534 18.2722 7.4006 40.6069 22.1205 0 20.2586
+MUC15 749.279 241.578 0.5925 0.7746 0 0 0 0 1.5856 0 1.9084 0 0 0 0 0.9251 0 10.6789 0 6.4655
+MUC16 0 2.0132 0 0.7746 1.1177 0.4011 0 0.34 0 57.0346 0 0 1.6968 0.3861 0.5374 0 0 3.8139 0.4698 0
+MUC17 0 0.4026 1.185 0 0 0 0 0 0 0 0 0 0 0 0 0.9251 0 0 0 0
+MUC20 44.1883 62.4077 200.859 429.125 83.8285 101.885 149.192 36.3779 48.0973 6.6837 113.232 114.078 58.8235 13.5148 17.7348 118.409 16.0643 71.701 6.5774 29.7414
+MUC21 1.4409 0 0 0 2.2354 0.4011 0 0 10.0423 0.4456 3.1807 0 0 0 0 0 0 0 1.4094 0
+MUC2 0 0 0 0 0 0 0 0 0.5285 1.7823 0 0 1.1312 0 0 0 0 0.7628 0 0
+MUC4 0.4803 4.4289 10.0726 20.1394 371.64 6.0168 0.8288 0.34 6.3425 7.5749 1.2723 6.6748 25.4525 0.3861 2.1497 4.6253 5.3548 2.2883 1.4094 0.431
+MUC5B 0.4803 6.0395 4.1475 3.0984 0 6.0168 0.8288 9.1795 2.6427 180.461 3.1807 3.034 1.6968 3.4752 0 0 4.4623 2.2883 5.6378 0.8621
+MUC6 1.9212 72.0708 56.288 29.4345 7.2651 2.4067 0.8288 10.1994 1.0571 2.2279 0 35.1942 29.4118 2.3168 0.5374 4.6253 3.1236 2.2883 0.4698 4.7414
+MUC7 0 0 0 0 0 0 0 0 0 0 0 1.2136 0 0 0 0 0 0 0 0
+MUCL1 0 490.404 7.1101 0 0 0 3.7298 1.3599 25.37 20.4968 0 0 0.5656 0.3861 0.5374 0 738.956 0 0.4698 7.7586
+MUDENG 861.191 490.001 1282.77 1326.1 382.817 645.006 290.51 890.748 1295.45 728.083 932.57 666.262 495.475 707.018 1312.37 963.922 1094.15 987.033 2412.5 375.431
+MUL1 675.793 760.166 796.327 382.649 555.504 479.743 1489.85 1143.69 1196.09 569.901 681.934 1450.85 1152.71 1030.99 1316.67 977.798 985.274 610.984 924.125 625.862
+MUM1 535.062 521.406 887.572000000001 1560.81 2305.84 781.789 1312.89 1573.77 1201.37 485.686 1313.61 768.811 1647.06 998.552 2203.41 777.983 1543.51 1520.98 758.75 815.948
+MUM1L1 0.4803 1.6105 48.5854 30.2091 0 2.0056 11.1894 0.34 53.3827 0.8912 0.6361 0.6068 1.6968 7.7228 129.518 3.7003 3.1236 1.5256 251.821 0.8621
+MURC 2.8818 1.6105 3.555 11.6189 0.5589 5.2146 10.3605 2.3799 21.6702 1.3367 2.5445 12.1359 1.6968 5.4059 6.9864 2.7752 4.4623 1.5256 8.9265 4.7414
+MUS81 758.886 505.301 337.728 581.72 472.234 534.697 428.098 440.954 497.357 837.251 541.985 390.777 381.787 345.207 315.464 226.642 513.164 604.119 266.385 590.948
+MUSK 0 0 0 1.5492 0 0 2.0721 0 0 0 0.6361 0 0 0 0 0 0 0 0 0
+MUSTN1 183.377 7.6661 21.2768 30.9837 22.8069 33.8829 46.0298 24.8968 67.9757 316.177 54.7074 8.6711 96.3631 17.0171 14.0212 63.4228 33.5877 88.688 6.4646 5.8707
+MUT 786.263 1173.67 1245.45 310.612 1384.85 1316.09 441.774 783.994 1339.32 358.249 1042.62 1516.38 944.005 686.939 1167.81 1086.96 790.718 752.098000000001 4699.08 1301.72
+MUTED 377.041 204.939 219.227 168.861 495.147 278.781 156.237 278.519 479.915 249.972 349.873 219.053 360.86 170.287 279.457 442.183 270.397 234.935 735.729 506.897
+MUTYH 245.125 179.344 100.803 332.943 243.298 126.943 146.705 168.134 109.789 729.206 132.964 74.0291 230.769 94.5304 248.873 128.779 156.992 284.089 132.192 161.397
+MVD 3973.1 556.838 9693.97 946.552999999999 3122.33 8746.49 949.026 2000.1 7168.08 606.439 1505.73 878.641 35425.3 1922.97 1012.5 469.01 3112 2310.45 4755.46 15340.9
+MVK 3219.02 659.509 5714.71 786.987 5325.9 14162.9 396.187 2726.98 5750.53 322.602 3863.23 1101.94 23351.8 2259.68 966.814 1044.4 1993.31 3960.34 4511.16 7097.41
+MVP 5643.13 5840.15 16397 12870.6 5033.62 2938.23 7800.25 7287.48 5793.87 3528.57 9730.92000000001 14996.4 4197.4 13977 8995.83 23790.9 9593.49 13873.4 5547.57 5422.41
+MX1 545.629 777.882 1016.15 649.109 200.63 1047.73 1144.63 1230.05 263.742 7887.27 1563.61 685.68 2140.27 751.424 1085.05 980.573 3161.98 2678.87 893.117 187.5
+MX2 19.6926 35.0288 9.4801 38.7297 44.1497 16.0449 410.692 18.019 19.556 1576.03 69.9746 76.4563 75.7919 30.1187 62.8779 81.4061 58.456 257.818 34.7663 2.1552
+MXD1 121.998 317.273 152.866 118.513 129.655 518.251 847.907 439.934 269.556 671.494 217.557 228.155 317.873 183.029 158.538 284.921 113.342 226.545 192.154 457.759
+MXD3 328.194 131.511 169.841 1343.5 157.749 1157.08 283.523 200.5 526.469 586.753 691.928 180.425 921.720000000001 173.893 444.842 212.498 728.242 359.931 233.178 561.685
+MXD4 2413.06 1248.96 1981.34 6099.92 1596.09 2591.66 3378.78 5670.53 1692.92 736.995 3225.83 1623.18 1554.3 5760.79 2559.72 2398.7 3190.99 4498.86 2928.82 891.81
+MXI1 990.874 740.437 1264.41 746.708 1147.89 601.685 389.557 1750.22 810.782 1310.01 1023.54 1028.52 329.185 1258.81 618.03 1083.26 626.506 1351.64 493.775 570.69
+MXRA5 4.3228 250.436 13061.2 8326.1 20.1188 361.412 37820.1 140.752 4949.79 53.9156 12.0865 64.3204 28.8462 3076.36 7352.41 429.232 883.98 68.6499 519.615 2715.09
+MXRA7 11673.9 14646.9 12188.4 15431.4 25605.1 13389.9 4648.57 7398.65 16170.7 1517.66 20818.7 10107.4 17924.2 15552.1 13400 6527.29 4358.77 9443.94 18145.2 15003.9
+MXRA8 185.399 254.462 120.871 365.608 91.0936 131.97 17676.8 183.589 191.332 242.843 268.448 226.335 186.652 173.376 130.593 436.633 336.457 408.085 53.089 109.052
+MYADM 382.325 2893.7 1472.97 1292.8 662.804 1340.55 1058.43 2132.7 1381.08 1013.26 658.397 1314.93 679.864 811.275 1263.47 1581.87 1137.44 1158.66 389.476 2288.36
+MYADML 0.4803 0 0 0 0.5589 0 0 0 1.0571 0 0 0 0 0 0 0 0.4462 0 0 0
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+NACAP1 182.517 242.786 223.967 233.153 186.658 278.781 140.489 196.849 191.861 154.617 385.496 205.704 251.131 215.079 386.403 310.823 206.604 202.136 174.301 129.31
+NACC1 1367.44 2559.52 3120.13 4361.74 992.529 2219.01 1172.81 2563.11 3373.68 1247.63 3190.2 1574.64 1656.67 2007.92 2437.73 2642.92 2637.66 2276.89 1533.47 2424.14
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+NADSYN1 1422.67 704.201 1999.7 1788.54 931.614 1227.04 897.223 552.808 1309.2 949.538 1167.94 813.714 1123.87 889.275 465.941 421.832 772.869 1296.72 583.04 903.879
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+NAIF1 195.005 229.499 157.606 216.112 419.142 285.6 288.438 251.585 265.328 198.73 297.074 319.782 345.588 322.425 361.682 301.573 259.705 275.362 260.277 156.035
+NAIP 33.1412 6.8447 9.4801 108.443 25.7074 6.0168 46.4153 22.7787 29.0698 26.2894 59.1603 41.8689 2.8281 23.5544 28.4831 25.9019 28.5587 27.46 9.8661 26.7241
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+NAMPT 1463.5 4217.55 5438.6 491.867 1944.26 1744.48 4208.04 1000.56 4794.4 5616.13 789.44 1764.56 751.131 1342.99 2297.46 671.6 2651.94 1549.96 4523.37 1146.12
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+NANOS1 245.437 228.291 161.161 187.452 90.5348 356.599 147.534 144.152 155.92 197.393 342.239 192.961 211.538 416.256 91.8984 142.461 144.132 213.577 101.01 180.172
+NANOS2 0 0 0 0.7746 0 0.4011 0 0 0.5285 0 0 0 0 0 0.5374 0.9251 0 0 1.4094 0.431
+NANOS3 0 2.0132 1.185 52.6723 0 1.2034 5.3875 1.3599 0.5285 2.2279 3.8168 1.2136 2.8281 1.5446 1.6123 0 3.5698 0.7628 0.4698 2.5862
+NANP 381.364 130.855 235.817 134.779 412.995 228.64 192.706 374.658 182.875 85.552 274.173 423.544 368.778 493.484 234.851 325.624 351.629 307.399 217.524 333.19
+NANS 1659.94 1055.29 1898.39 2218.44 815.931 2070.6 1464.65 3628.95 2780.66 1908.47 2234.73 1575.85 2654.41 4739.84 3054.14 3528.21 6694.66 1782.61 1350.72 1100
+NAP1L1 5910.66 26833.7 24744.2 10749 5965.24 8957.48 10352.3 15829.8 7782.77 7038.43 12119.6 8588.59 9817.87 19310.7 11445.4 13791.9 13329.3 10194.5 3920.6 18297.8
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+NAP1L5 779.539 605.154 21.3302 420.604 403.495 316.887 408.206 1442.2 485.729 15.1498 532.443 564.927 329.185 1303.99 32.7825 892.692 1323.07 773.455 591.496 305.603
+NAP1L6 0 12.4815 0 187.452 0 0.4011 1.6577 0 0 0 0 0 1.1312 0.3861 61.2656 0 0 43.4783 0.4698 0
+NAPA 4445.04 5713.52 14967.9 22402.1 7386.53 9065.68 2951.1 13204.1 10045.9 3986.96 12232.6 6656.18 6575.33 17929.2 18950 14671.8 14572.8 13111.5 8329.29 3788.14
+NAPB 1043.71 291.907 557.547 853.602 785.753 584.035 254.041 517.11 556.554 99.8106 661.578 672.33 682.692 995.848999999999 522.907 472.711 701.473 2001.53 1064.6 491.379
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+NAPRT1 3033.14 280.633 1290.48 1570.88 978.558 1080.63 537.505 114.573 69.2389 6161.52 285.623 131.675 2902.71 1417.13 1601.5 460.685 191.432 316.552 345.314 2104.31
+NAPSA 0.4803 4.0263 5.925 37.1805 3.912 13.2371 10.3605 5.4397 12.1564 2.6735 8.9059 9.1019 1.6968 5.0198 6.449 0.9251 3.1236 6.865 5.168 1.7241
+NAPSB 35.0624 5.6368 0.5925 37.9551 45.8262 9.627 149.606 14.9591 12.1564 55.6979 78.2443 152.306 80.8824 28.9603 36.5444 35.1526 6.6934 626.24 9.3963 1.2931
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+NARS 3866.47 4014.63 2771.14 2384.97 2154.95 2884.48 3217.16 3395.72 2900.11 1863.87 1374.05 3134.1 1776.58 2963.99 3130.46 2466.24 2421.24 3090.01 3884.9 4430.17
+NASP 1820.85 878.137 1407.79 3072.04 724.837 1497.79 2788.23 1365.7 1736.26 9880.81 1949.11 687.5 2888.57 866.107 1258.63 1090.66 2621.6 1531.66 943.857 1459.91
+NAT10 1333.81 1118.1 1582.58 996.902 1573.18 884.075 882.303999999999 1300.76 1227.8 2099.59 1148.86 776.092 1057.69 989.285 1050.11 878.816 1028.11 1430.21 1001.64 901.724
+NAT14 255.524 137.297 418.901 1054.22 372.757 596.871 416.494 2638.25 973.044 536.037 416.667 198.422 2052.6 422.048 1198.44 1098.98 1507.36 330.282 169.603 636.638
+NAT15 2506.72 1549.72 1988.45 2775.37 1676.01 1889.29 2254.04 4143 2537 1182.13 2502.54 2048.54 2148.19 2552.76 2505.44 2721.55 2532.35 2653.7 2855.53 1462.5
+NAT1 53.3141 30.5999 85.3207 37.9551 137.479 9.2258 56.3614 29.2383 93.0233 52.5788 181.298 126.214 15.8371 154.841 24.1838 134.135 47.7465 144.928 62.4853 58.6207
+NAT2 0 1.6105 18.9602 10.8443 11.1771 1.2034 14.5048 126.813 33.2981 0 1.2723 6.068 38.4615 4.6337 9.6735 52.729 10.7095 3.0511 2.3491 30.6034
+NAT6 262.728 210.922 200.527 248.35 139.871 104.12 276.457 255.403 369.715 98.5452 251.857 387.603 255.656 246.213 212.597 327.252 279.951 112.616 71.6608 271.828
+NAT8 1.4409 1.6105 0.5925 0.7746 0.5589 0.4011 0 1.3599 0.5285 3.1191 1.2723 0 0 1.5446 1.0748 0 1.3387 0 0 0
+NAT8B 1.4409 0 0.5925 0.7746 2.7943 0.8022 4.5586 1.3599 0 6.2382 3.8168 0.6068 1.6968 1.1584 2.1497 3.7003 0.4462 2.2883 0.9396 0
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+NAT9 1187.8 481.949 1503.78 1954.3 1228.93 1263.94 672.192 1287.51 1494.19 781.107 1347.96 956.918 982.466 1287 1907.83 985.199000000001 703.258 1879.48 826.873000000001 657.759
+NAV1 333.333 1234.87 713.968 195.972 209.571 1117.93 1142.15 396.757 589.323 137.685 248.728 156.553 641.968 314.316 1455.33 229.417 345.382 265.446 726.333 768.103
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+NBEAL1 31.7003 251.241 36.1428 17.0411 26.8251 136.783 17.4057 32.9781 17.4419 53.47 6.3613 25.4854 28.2805 22.7821 24.7212 12.951 12.9407 10.6789 38.5248 65.0862
+NBEAL2 386.647 954.637 424.826 783.114 1088.09 650.221 469.126 182.909 380.55 369.388 375.954 810.68 238.122 250.217 392.315 200.74 239.625 543.86 593.376 592.672
+NBL1 234.933 81.734 168.378 2797.9 332.52 91.4561 4542.89 1671 229.387 4528.46 827.608 426.578 349.497 464.137 109.16 1704.9 651.049 1707.09 87.3855 51.7328
+NBLA00301 5.7637 0 0 106.894 0 0.4011 0.8288 1.0199 3.1712 0 0.6361 0 5.0905 0 0 0 0.4462 0.7628 0.4698 10.3448
+NBN 460.135 603.14 1025.63 642.913 1825.23 943.04 670.535 1333.06 799.154 1083.66 947.201 1412.62 624.434 1454.19 1297.86 741.906 1082.11 1368.42 944.327 1314.22
+NBPF10 135.802 748.14 237.458 185.298 127.106 445.038 226.66 164.272 212.326 116.199 87.869 182.33 29.3835 89.5492 122.316 66.1425 112.508 113.021 96.3073 235.073
+NBPF14 87.7233 502.563 168.094 356.995 141.016 279.904 206.026 167.716 122.077 116.266 110.025 76.165 32.3077 61.8631 122.123 63.654 130.875 141.487 59.1449 131.509
+NBPF15 215.773 148.615 197.962 323.176 217.954 508.508 143.39 146.531 95.666 202.442 150.127 78.9502 73.5294 208.607 173.048 104.533 137.952 141.198 86.9157 192.241
+NBPF1 1937.56 1044.83 3656.94 850.503999999999 1202.1 3926.59 317.862 1122.61 1447.67 210.315 290.712 368.932 1115.95 1180.81 954.454 246.069 631.861 151.03 700.024 1582.76
+NBPF16 50.4323 21.742 83.5432 40.2789 2.2354 218.211 26.9374 41.4776 25.37 23.1703 37.5318 54.0049 12.4434 10.4257 4.2993 33.3025 10.2633 6.865 15.9737 36.6379
+NBPF22P 0 0 0 0 0 0 0 0.34 0 0 0.6361 0 0 0 0 0 0.4462 0 0 0
+NBPF3 83.0932 210.978 56.288 127.808 114.566 129.964 6.6308 27.8784 28.5412 10.694 39.4402 54.6117 97.2851 93.0592 20.9593 45.3284 36.5908 38.1388 88.3251 58.6207
+NBPF4 0 0 0 0 0 0 0 2.3799 3.6998 0 0 0 0 0 1.0748 0 0 0 0 0
+NBPF6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+NBPF7 1.9212 0.4026 1.185 1.5492 0.5589 1.6045 0 0.34 0 0.4456 0 0 0 0.3861 0 0 0 0.7628 0.4698 0
+NBPF9 77.6081 178.148 190.348 643.687 104.596 337.581 115.408 132.558 136.66 109.778 208.601 118.847 28.6765 92.4375 54.4512 46.0315 87.4431 123.135 56.9086 296.767
+NBR1 2252.16 3328.95 2193.45 1653.76 5581.3 1372.64 2634.89 3167.6 2244.19 2342.43 2718.19 4464.81 1920.25 2956.27 2535 4275.67 1460.06 2008.39 3090.91 4154.74
+NBR2 162.824 132.868 30.2177 361.735 69.8571 44.9258 147.12 295.783 178.647 110.95 35.6234 384.709 214.367 179.168 126.293 123.034 274.877 143.402 28.6587 99.1379
+NCALD 34.1018 100.658 71.1006 148.722 267.134 46.9314 565.271 382.138 138.478 56.5891 495.547 159.587 255.656 470.316 45.1431 121.184 528.782 276.888 421.893 30.6034
+NCAM1 2065.28 6794.83 714.561 11747.7 42.4731 776.879 24.8653 3070.83 2985.01 36.0922 4420.72 3413.08 154.412 5383.11 596.523 2936.05 2895.01 4363.73 984.238 2827.43
+NCAM2 63.8809 3.221 1715.89 72.8118 0 176.895 4.9731 251.585 93.5518 0 0 29.733 250 246.356 589.547 120.259 183.4 1.5256 19.7322 217.672
+NCAN 0.4803 1.2079 1.185 10.8443 3.3531 1.6045 2.4865 1.6999 7.3996 0 0 0 15.2715 1.1584 3.2245 1.8501 0 0 0.4698 3.8793
+NCAPD2 1236.79 1827.14 1037.48 1515.1 863.434 2306.06 3004.97 1308.92 2707.72 3375.29 1176.21 645.024 1912.9 857.226 1646.65 653.099 1950.91 926.011 812.779 3518.1
+NCAPD3 524.015 558.046 412.383 204.493 240.308 800.642 383.755 256.005 559.197 842.152 271.628 183.859 433.824 352.158 489.587 139.685 342.704 336.384 296.923 928.017
+NCAPG2 437.56 1137.43 234.039 713.4 43.032 566.787 691.67 625.904 708.245 466.971 227.099 281.553 194.57 331.692 627.167 107.308 672.914 112.891 267.794 856.897
+NCAPG 113.521 130.372 69.566 980.550000000001 5.3035 1048.35 510.518 307.889 701.142 836.52 583.562 55.8192 625.023 103.585 300.997 124.32 1490.98 330.778 425.154 1177.72
+NCAPH2 510.087 715.474 609.688 955.074 434.791 380.666 1251.14 353.579 909.62 2241.73 385.496 637.743 933.823 432.86 1038.83 262.72 1626.51 828.375 470.284 1211.64
+NCAPH 42.7474 79.7208 41.4753 112.316 14.5303 512.234 297.14 95.5344 255.285 337.752 106.234 29.733 261.878 20.0792 146.178 47.1785 116.02 28.9855 79.3986 1065.52
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+NDUFA8 1864.55 578.58 1221.15 4139.43 1031.65 1399.92 1051.39 1683.92 1867.86 1596.08 1849.87 4728.76 2956.45 2139.2 2281.88 2392.23 3489.07 1734.55 1391.12 993.534
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+NDUFV1 2444.76 2262.78 5088.43 2644.46 5575.15 3275.17 2246.58 2387.68 3686.05 1974.82 2494.91 5780.95 5644.23 3122.7 3542.12 1692.88 3479.7 2792.52 4800.56 1796.12
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+NEAT1 34287.2 4157.96 2531.18 17910.9 10505.4 3711.19 5636.55 2978.91 10919.1 6869.56 4856.23 38676.6 2586.54 4186.89 1398.9 8447.73 4971.44 6505.72 3102.18 6954.74
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+NEBL 9.1258 1364.92 507.184 131.681 1908.5 2159.25 9.9461 230.847 242.6 125.209 138.677 379.248 165.724 967.661 515.384 432.933 139.224 576.659 201.55 395.259
+NECAB1 169.548 21.3394 14.2201 86.7545 134.685 2.4067 42.271 258.725 15.8562 54.8067 220.738 138.956 32.2398 106.96 10.7484 335.8 75.4128 390.542 7.9868 258.621
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+NECAP1 1295.39 1848.88 1513.26 1038.73 1465.88 1307.26 1100.29 2011.66 1326.64 888.493000000001 1146.31 1086.77 1257.35 1366.15 1615.48 1111.01 1558.23 1137.3 2085.51 1653.45
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+NEDD1 305.956 521.004 337.135 350.116 203.983 331.328 379.61 434.835 487.315 348.446 377.863 328.277 123.869 284.584 360.607 404.255 411.423 299.771 400.752 506.466
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+NEDD9 129.203 293.518 110.206 138.652 637.097 341.757 398.259 645.283 669.133 101.593 211.196 209.952 366.516 213.92 354.158 246.994 198.572 114.416 535.588 134.483
+NEFH 18.732 955.845 708.636 363.284 390.641 687.124 24.8653 363.779 302.326 11.1396 497.455 66.1408 208.71 384.207 434.233 294.172 660.866 1118.99 689.688 1425
+NEFL 427.954 305.194 2708.34 972.115 0.5589 323.305 1612.52 253.285 737.844 11.5852 1221.37 2311.29 3155.54 978.087 1161.36 623.497 845.605 3820.75 611.229 1706.03
+NEFM 81.172 1063.19 3498.34 1249.85 0.5589 120.674 19.225 913.323 215.412 0.8912 3891.94 178.186 367.398 972.7 85.2398 589.843 944.128 40574.8 929.678 1438.85
+NEGR1 0.4803 26.9762 13.6276 6.9713 2.2354 0.8022 339.411 28.2184 3.1712 0.4456 17.1756 24.2718 3.3937 81.475 31.1702 74.0056 19.1879 8.3905 26.3096 0.8621
+NEIL1 160.423 71.6682 63.398 293.571 525.884 68.1909 25.2797 101.994 43.3404 40.5481 134.224 113.471 138.575 68.7325 46.2179 108.233 87.461 154.844 22.0813 69.3966
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+NEK10 9.6061 78.1103 6.5176 6.9713 1.1177 21.6606 2.0721 2.3799 5.814 0.4456 3.1807 5.4612 4.5249 3.8614 6.9864 1.8501 3.5698 0 2.3491 26.2931
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+NEK1 261.287 343.846 204.414 257.94 287.811 192.138 293.411 337.26 337.209 94.018 292.621 478.762 157.24 448.306 489.05 454.209 166.444 296.72 487.667 165.948
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+NEK6 49.952 81.3313 558.139 1556.16 66.5039 3243.08 644.84 728.578 1059.73 623.371 503.817 189.32 3815.61 1481.22 253.661 75.8557 331.102 108.314 59.1966 803.448
+NEK7 879.443 2243.46 1980.74 762.974 1940.91 1052.95 762.951 1155.93 916.49 705.804 1094.15 1049.76 717.195 1382.76 1075.37 1802.96 434.627 2562.17 778.482 1815.95
+NEK8 169.068 51.5367 175.974 36.4059 82.1519 45.3269 53.4604 74.1157 65.5391 51.6876 33.0789 53.3981 354.638 35.1385 46.2179 35.1526 124.052 42.7155 88.7949 152.155
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+NELF 479.827 1256.61 863.279 4072.04 356.551 577.617 2056.78 841.451 446.617 1020.83 157.125 915.655 812.217 1621.78 2286.71 201.665 1368.59 302.06 479.68 32578.4
+NELL1 0.4803 0.8053 55.6955 1.5492 0 0 1.2433 0 23.2558 0 1.2723 1.2136 0 0 6.449 0 0.4462 0 0.9396 0.431
+NELL2 1.4409 131.66 0.5925 809.45 1.1177 0 17.8201 11.8993 13.7421 41.4392 6.9975 200.85 0 1.9307 22.5715 41.6281 12.9407 70.1754 7.0472 27.1552
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+NEO1 816.523 3272.58 981.78 775.368 171.01 154.833 1790.3 749.316 844.08 1530.58 847.964 536.408 169.683 617.82 708.317 1151.71 624.721 790.999 980.033 96.1207
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+NET1 292.027 760.971 152.866 328.428 76.0045 375.852 537.92 437.555 249.471 3562.88 307.252 342.84 72.3982 269.138 141.878 397.78 198.572 314.264 219.873 324.138
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+NEU1 3190.68 6402.23 3763.59 2392.72 4399.88 11502.6 3428.93 3006.45 10890.6 1672.72 2797.07 4006.67 8908.37 2384.01 2717.72 5950.05 1522.09 2683.45 13755.2 12781.9
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+NEU3 10.0865 190.444 100.726 106.119 45.2674 74.6089 13.6759 32.9781 51.797 18.2689 20.3562 348.301 9.0498 74.9107 26.8709 24.9769 25.8813 34.3249 125.91 55.6034
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+NEURL1B 609.51 985.237 868.612 560.031 585.123 2614.52 1882.3 738.097 1104.65 1052.02 2272.26 484.83 691.742 826.335 1717.59 1469.01 2064.26 2115.18 840.968 1215.09
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+NEURL4 1035.72 524.482 635.011 1141.57 696.811 493.915 854.003 509.654 547.304 351.111 494.936 1150.73 572.936 452.58 666.113000000001 437.188 517.448 550.473 474.16 405.323
+NEURL 1.4409 19.7289 17.7751 342.37 406.848 217.81 16.1625 6.4596 11.6279 9.8028 3.1807 7.8883 93.8914 18.5346 1.6123 2.7752 122.713 21.3577 54.9683 20.6897
+NEUROD1 0 0 0 0 0 0 0 0 0 0.4456 0 0 0 0 0 0 0 0 0 0
+NEUROD2 0 0 0 0 0 0 0 0.34 1.0571 0 0 0.6068 0 0 0 0 0.8925 0.7628 0 0
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+NEUROD6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+NEXN 385.207 148.973 72.8781 123.16 12.8537 74.6089 368.836 81.2553 65.5391 65.0551 297.71 441.748 91.0633 296.168 23.6464 103.608 40.6069 365.37 245.713 264.655
+NF1 1680.12 2421.42 1506.74 867.544 1073 987.565 682.138 1697.52 865.222 340.871 1064.25 1857.4 775.452 1033.3 692.731 2085.11 817.046 768.879 1380.31 2403.88
+NF1P1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+NF2 992.315 663.938 987.113 1225.41 639.332 527.878 918.359 573.547 993.129 831.904 632.952 798.544 1104.07 1209 929.733 339.5 1889.78 949.656999999999 1141.18 1288.79
+NFAM1 60.999 50.7314 31.9953 32.5329 177.716 20.0562 809.366 19.0389 32.7696 343.099 55.9796 109.83 101.81 14.6732 41.3812 98.9824 29.8974 172.387 65.774 8.1897
+NFASC 282.738 422.609 1751.91 250.883 39.2429 105.431 29.8342 922.516 179.841 83.1013 705.121 85.54 276.533 1393.41 535.72 140.851 571.526 1063.99 54.7522 52.431
+NFAT5 2155.14 2811.17 2255.67 3301.32 1111.01 873.245 1352.67 3344.05 1495.77 1723.52 2199.75 2136.53 547.511 2370.11 1333.33 3307.12 1634.09 2585.05 974.395 1345.69
+NFATC1 119.116 363.978 76.4331 224.632 530.355 132.371 624.534 324.001 83.5095 360.477 62.341 186.893 83.1448 82.2473 102.109 119.334 95.0469 104.5 75.1703 87.931
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+NFATC4 3595.1 2139.18 7299.66 10663.1 421.937 1862.01 1317.86 17257.7 2614.69 55.6979 2895.67 1120.15 3666.29 3029.25 568.588 276.596 6253.01 2913.81 3466.76 1521.12
+NFE2 2.8818 0.8053 2.37 1.5492 1.6766 7.6213 9.1173 2.0399 4.7569 40.9937 1.2723 3.034 0 0.3861 1.0748 4.6253 4.9085 3.8139 2.3491 1.7241
+NFE2L1 16297.3 17840.1 9162.49 5902.4 17172 10866 11732.3 7547.56 7838.27 5334.08 5761.45 22105 7685.52 8303.5 5935.24 10935.2 4591.25 6648.36 12097.7 11763.8
+NFE2L2 1571.09 2491.84 1769.81 1184.33 2928.84 2487.59 2534.6 1114.08 1598.84 3469.73 1434.98 1119.44 1102.94 798.919 1786.63 2554.06 989.151999999999 1542.3 2130.54 2275.37
+NFE2L3 136.888 245.202 212.117 351.665 58.68 194.144 122.669 65.2762 116.808 153.281 120.229 87.9854 31.6742 175.306 58.5785 75.8557 216.868 208.238 92.0836 175
+NFIA 2223.82 1821.5 343.06 686.29 1027.18 614.922 869.871 1162.73 585.624 1117.08 977.735 407.767 920.814 740.612 568.588 666.05 962.516999999999 1029.75 545.455 583.621
+NFIB 1004.32 713.461 546.882 817.971 1093.68 546.33 1096.56 570.147 446.617 558.761 469.466 2111.65 899.887000000001 818.998 1619.78 930.62 529.228 595.729 439.276 578.017
+NFIC 516.331 2364.65 1495.48 428.35 154.803 1233.05 307.501 2797.36 838.795 143.923 639.313 799.757 446.267 1891.3 1122.67 539.315 1085.23 559.115 710.829 2058.19
+NFIL3 864.073 309.623 455.044 262.587 689.629 579.623 2172.4 364.119 869.45 1518.99 223.919 180.218 482.466 318.177 609.432 282.146 780.901 478.261 253.23 454.31
+NFIX 856.388 495.235 1730.11 1979.86 46.3851 1771.76 2016.99 5157.84 1130.02 158.182 1020.36 1082.52 495.475 1703.25 1785.3 1873.27 2650.16 723.112 341.085 321.983
+NFKB1 595.101 580.996 362.613 352.44 643.244 403.53 925.404 730.957 503.171 710.26 466.921 748.786 236.991 774.206 453.043 612.396 282.017 1099.92 741.837 403.448
+NFKB2 2033.62 1002.95 744.779 1515.88 617.537 1170.48 2105.68 896.868 1275.37 2288.52 1377.86 800.971 696.833 472.632 742.711 897.317 282.463 3281.46 488.137 1110.34
+NFKBIA 5450.53 1093.54 2082.65 6015.49 3815.31 2394.71 3939.49 13191.6 1645.35 7020.16 2554.71 2916.87 1618.78 3719.28 4270.32 3198.89 1852.3 2078.57 4354.24 1368.53
+NFKBIB 299.712 284.257 799.881 868.319 1195.95 506.618 1002.9 1105.62 1192.92 958.895 929.389 633.495 553.167 844.483 740.562 598.52 701.473 1216.63 495.654 600
+NFKBID 49.952 16.1052 22.5152 124.71 16.7657 18.0505 63.821 18.019 56.5539 49.0141 29.8982 61.8932 24.8869 28.188 8.5987 32.3774 20.5266 45.0038 4.2283 3.0172
+NFKBIE 191.162 74.084 231.077 292.796 282.781 349.779 849.979 114.913 589.852 839.479 353.053 251.82 381.787 183.802 105.871 241.443 209.728 462.243 592.906 324.569
+NFKBIL1 1070.61 509.327 414.753 440.744 689.07 702.367 663.904 527.989 806.554 498.162 722.646 503.641 1408.94 371.078 738.949 632.747 444.444 463.005 507.869 519.828
+NFKBIL2 102.786 139.713 133.74 828.815 132.449 484.156 282.221 603.108 169.546 936.611 276.718 182.646 319.57 131.511 228.886 68.1036 528.768 138.062 61.5457 521.978
+NFKBIZ 38.4246 36.6394 45.6229 58.8691 29.6194 133.975 1588.48 31.6182 23.7844 560.544 41.9847 168.689 24.8869 29.7326 10.7484 72.1554 23.6502 107.552 14.0944 38.7931
+NFRKB 621.038 525.835 446.749 528.273 357.109 512.234 448.819 225.747 383.192 575.248 382.315 345.874 311.652 372.237 199.382 186.864 290.942 341.724 360.348 611.207
+NFS1 1850.14 1709.17 1675.72 876.065 2285.16 949.86 763.365 3243.07 660.148 451.821 1369.98 2397.45 5717.19 3550.15 2099.69 1489.36 4711.74 3643.02 1499.65 2304.74
+NFU1 539.865 503.691 357.28 226.181 879.082 561.973 627.02 439.255 401.691 789.573 531.17 561.286 868.777999999999 405.445 405.75 666.975 448.014 520.214 621.564 1005.17
+NFX1 622.959 798.013 556.955 1443.07 652.745 911.352 521.757 377.038 1147.46 660.8 754.453 1040.66 544.118 1129.45 1948.68 548.566 607.318 929.062 657.27 450
+NFXL1 119.116 179.976 145.756 375.5 117.36 176.883 104.828 268.924 184.989 63.2728 159.669 123.18 50.3394 313.1 280.532 108.233 415.886 189.169 110.406 156.862
+NFYA 1917.87 910.347 367.353 633.617 415.231 957.481 342.727 632.363 676.004 767.294 630.407 433.252 498.869 378.801 352.546 676.226 308.344 457.666 522.434 1035.78
+NFYB 773.775 706.214 601.392 1003.1 1000.35 531.889 620.39 490.591 664.905 659.018 580.789 969.053 279.412 532.87 525.057 734.505 792.95 887.872 632.84 468.966
+NFYC 2083.27 1426.31 928.573 1087.53 659.937 1178.99 1004.46 1228.22 924.033 1133.88 1081.89 643.999 1415.07 1032.11 1233.57 942.359 762.753 970.511 815.894 1290.4
+NGB 0 7.65 0.5925 10.0697 0 0 2.0721 0 1.5856 0 0 0 0.5656 0 0.5374 0 0.4462 1.5256 5.168 0.431
+NGDN 783.381 367.199 675.456 625.097 352.08 502.206 597.596 1454.44 938.161 725.855 689.567 394.418 856.9 403.9 721.752 545.791 902.276 454.615 824.994 846.552
+NGEF 11.5274 399.007 7992.3 295.895 174.922 164.862 11.1894 40.4576 258.985 432.216 103.053 382.282 10041.9 2331.11 30190.5 369.103 1087.01 229.596 586.798 1105.17
+NGF 76.3689 22.9499 30.2177 68.1642 43.032 61.773 61.7489 15.2991 133.721 9.3572 69.3384 26.699 43.552 42.089 67.1772 18.5014 25.8813 48.0549 51.2098 12.5
+NGFR 87.4159 456.583 223.374 44.9264 102.83 242.278 163.697 74.4557 169.662 203.631 559.16 214.199 110.86 189.208 370.281 575.393 180.277 588.101 322.293 85.3448
+NGFRAP1 8967.34 4021.47 11133.8 7704.11 4935.82 5956.28 1983.42 6215.52 8442.92 2403.03 17598.6 7571 9303.73000000001 4539.82 7392.18 13408.9 6557.79 8103.74 16611.2 4979.31
+NGLY1 410.183 861.226 647.015 274.206 537.62 464.902 460.008 278.444 534.884 331.959 330.153 1199.64 322.964 399.266 541.18 319.149 388.219 244.089 680.291 418.966
+NGRN 5770.73 2696.01 2555.91 3129.67 6267.75 3063.13 5894.49 4784.94 4567.28 4180.88 5394.54 2303.06 5087.07 3034.24 5969.39 2941.18 5174.85 6010.56 8313.55 2927.93
+NHEDC1 1.9212 7.65 0.5925 1.5492 7.824 2.4067 0.8288 2.3799 3.1712 0.4456 1.9084 3.6408 2.8281 5.4059 5.9116 3.7003 1.3387 4.5767 23.4954 3.0172
+NHEDC2 423.631 120.789 63.9905 208.366 107.3 107.1 49.7306 379.078 22.7273 94.4636 128.499 277.913 38.4615 456.029 84.3746 228.492 228.469 323.417 89.2647 80.6034
+NHEG1 0 0.8053 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.7586
+NHEJ1 278.429 186.945 537.994 206.6 352.08 648.616 281.807 193.109 284.387 336.616 277.99 158.374 299.774 399.266 505.173 252.544 239.415 205.583 222.692 230.052
+NHLH1 1.9212 3.6237 6.5176 47.2502 1.1177 7.6213 6.6308 9.5194 9.5137 2.2279 15.9033 2.4272 7.9186 10.0396 5.3742 0 5.3548 6.1022 2.8189 5.1724
+NHLH2 1.4409 0.4026 0 0.7746 0.5589 0 0.4144 0 0 0.4456 0 1.2136 0 1.9307 0 0 0.4462 0 0 0
+NHLRC1 36.0231 52.7446 139.239 144.074 190.011 95.0662 12.8471 83.2952 295.454 114.515 207.379 86.7718 192.873 139.396 216.042 124.884 170.906 90.7704 268.264 91.8103
+NHLRC2 40.8261 307.207 59.843 30.2091 24.0308 243.883 25.2797 79.5554 67.6533 128.328 34.9873 46.7233 36.1991 38.6138 46.2179 23.1267 23.6502 35.8505 85.976 120.69
+NHLRC3 597.022 1834.79 520.812 571.65 833.814 389.491 548.28 424.975 933.932000000001 212.098 565.522 552.184 448.529 357.95 857.719 333.025 503.793 495.042 1835.1 912.5
+NHLRC4 298.271 66.0314 571.767 841.983 161.51 385.078 63.821 856.409999999999 812.368 6.2382 536.26 279.126 217.195 790.424 819.025 515.264 903.615 620.9 396.523 45.6897
+NHP2 1680.12 1092.74 2159.09 2053.45 1720.72 1365.82 1342.31 2202.05 1800.21 2375.85 3765.9 2177.18 2686.65 2283.62 3487.84 1943.57 3357.88 3022.12 2243.36 992.672
+NHP2L1 2026.42 2327.61 3521.26 3079.01 2131.48 1429.6 2748.03 2303.37 2444.5 6800.49 1620.87 1857.4 2662.33 1956.17 2565.63 2017.58 4579.65 2526.32 3889.59 3584.91
+NHS 240.634 760.166 505.407 1927.96 5.0297 180.505 136.759 294.083 227.801 309.235 729.644 89.8058 92.1946 1002.41 62.3405 151.711 742.526 703.28 282.828 122.414
+NHSL1 29.2988 203.731 44.4379 117.738 22.3543 34.8977 715.707 78.8754 35.9408 73.0756 101.781 73.4223 28.2805 83.7919 31.7076 384.829 152.164 163.234 75.6401 111.638
+NHSL2 14.4092 49.5235 90.0607 51.8978 15.648 30.8865 18.2346 29.5783 34.3552 5.347 39.4402 12.1359 12.4434 42.8613 53.2044 24.9769 57.5636 46.5294 119.333 25
+NICN1 184.832 624.186 154.051 219.465 556.772 302.704 221.152 214.137 263.742 86.2293 272.672 1031.7 170.815 193.15 123.606 253.256 165.368 174.538 244.304 209.914
+NID1 264.649 1555.22 643.425 409.76 481.114 1256.27 9914.05 1646.19 4301.09 1638.41 815.522 362.257 707.319 536.708 529.33 937.058000000001 567.341 564.455 998.826 358.151
+NID2 751.681 449.336 164.124 1461.66 325.255 1536.3 2899.71 189.029 640.592 630.946 500.636 171.723 169.118 135.534 890.501 609.621 944.221 202.136 313.366 187.931
+NIF3L1 635.447 453.362 345.43 185.128 720.366 769.755 525.072 429.395 303.911 509.301 435.115 561.893 532.24 410.078 489.05 481.036 364.569 336.384 473.573 427.155
+NIN 642.171 1060.93 729.966 2411.31 311.842 547.533 1086.61 296.123 2003.7 1473.99 573.791 388.349 597.285 456.415 413.812 402.405 876.841 855.835 1177.35 917.241
+NINJ1 2168.11 1367.33 2173.9 4902.4 3723.1 2837.55 3476.59 4448.64 2916.49 2987.19 3805.34 7250 1438.91 8118.16 4576.65 10618.9 4844.27 2689.55 2324.17 1393.97
+NINJ2 7.2046 10.4684 3.555 0.7746 119.595 1.2034 300.87 6.4596 7.3996 346.218 6.3613 106.796 22.6244 3.0891 11.8232 18.5014 6.2472 34.3249 197.322 2.1552
+NINL 918.828 285.465 45.0304 219.21 748.868 570.798 41.4422 340.32 63.9535 155.508 456.743 465.413 769.231 607.781 104.796 472.711 396.698 590.389 159.267 616.81
+NIP7 447.166 359.952 844.912 563.129 292.282 681.107 535.847 556.548 669.133 1203.97 479.644 419.296 575.792 822.473 807.739 550.416 834.895 637.681 368.334 456.466
+NIPA1 312.2 295.531 186.639 298.993 224.66 420.778 214.256 234.246 1010.57 902.305999999999 286.896 377.427 540.158 284.97 20.4219 296.947 610.888 631.579 1049.57 305.603
+NIPA2 853.506 998.121 665.975 438.42 991.412 1320.5 1072.11 821.052 1822.94 1208.42 894.402 628.034 1664.03 805.869 1214.56 581.869 1759.93 963.387 2034.77 759.052
+NIPAL1 0.4803 0.4026 1.7775 3.0984 0 0.4011 0.4144 1.6999 1.5856 0.4456 5.7252 0 0.5656 1.1584 1.6123 0 0.8925 5.3394 2.3491 0.8621
+NIPAL2 17.2911 126.023 91.8382 35.6313 197.276 95.4673 18.649 96.2144 52.3256 66.3919 112.595 176.578 24.3213 198.089 19.8845 40.7031 112.004 83.1426 316.185 127.155
+NIPAL3 309.798 622.869 681.38 408.985 1021.03 618.131 76.668 737.077 486.786 744.124 632.316 682.039 470.023 1029.06 419.186 549.491 326.64 600.305 677.942 557.759
+NIPAL4 0 2.0132 20.1452 0.7746 0 0 2.901 0 2.1142 432.661 1.9084 114.684 3.9593 0 2.1497 14.8011 0.4462 0 0 0.431
+NIPBL 644.572 1348.41 1577.84 1567.78 1245.69 1050.54 1297.55 2019.48 1742.07 1325.61 1834.61 1213.59 789.027 1485.47 1225.85 1258.09 1682.73 1533.18 2078.93 1201.29
+NIPSNAP1 208.453 1745.81 1619.32 966.692 1322.25 851.584 257.356 1046.12 1481.5 745.015 874.682 1455.1 1903.85 1543.78 1646.65 567.067 2978.58 1224.26 1663.14 2777.16
+NIPSNAP3A 1038.9 1002.55 1199.82 785.438 1061.27 1335.74 360.547 989.003 667.019 524.451 673.028 2179 1287.33 1598.61 1313.45 1359.85 1810.35 660.564 386.657 1099.57
+NIPSNAP3B 124.4 174.343 205.599 136.328 153.127 168.873 35.2424 121.373 77.6956 15.1498 76.3359 328.277 67.3077 274.158 96.7352 184.089 245.872 251.076 62.9551 51.2931
+NISCH 3096.54 5302.64 2769.96 3030.21 2922.82 2676.69 2315.79 2790.56 1789.64 809.179 2080.15 3527.31 2885.75 1219.42 1316.14 2505.09 1532.35 2482.84 1510.45 1405.6
+NIT1 1635.26 1089.38 760.551 833.703 1212.64 1052.7 686.73 943.451999999999 798.503999999999 739.869 951.151 715.394 1951.64 652.322 678.662 717.882 717.037 1269.84 1419.85 831.302
+NIT2 458.213 816.937 479.336 216.112 762.28 634.577 537.091 291.363 393.235 1057.81 513.359 1938.11 593.891 458.731 384.791 603.145 425.703 565.98 874.794 558.19
+NKAIN1 10.0865 4.8316 902.385 107.668 19.0011 255.114 214.671 7.1396 375.264 56.5891 57.2519 137.136 99.5475 67.188 1740.16 207.215 34.3597 3.8139 111.346 75.431
+NKAIN2 0.4803 3.221 4.74 0.7746 1.6766 0 3.7298 6.1196 8.4567 0 5.0891 5.4612 0 3.0891 0.5374 12.951 3.1236 4.5767 27.7191 0.8621
+NKAIN3 1.4409 0 0 0 9.5006 0 0 1.3599 1.0571 0 4.4529 0.6068 0 1.1584 0 0.9251 1.7849 4.5767 0.4698 9.4828
+NKAIN4 0 353.912 122.056 0 25.1486 111.512 4.5586 0.34 190.275 0 1.9084 107.403 0 12.7425 2.1497 24.9769 199.464 0.7628 220.813 18.1034
+NKAP 558.597 403.436 555.769 387.297 269.928 356.599 440.531 360.719 1037.53 478.556 762.087 569.782 513.575 595.038 503.023 548.566 613.565 585.05 841.438 347.414
+NKAPL 13.9289 76.9024 6.5176 257.165 84.3874 33.2932 4.5586 62.5564 125.793 1.7823 295.165 6.6748 3.3937 86.4948 111.246 373.728 178.938 169.336 123.091 0.8621
+NKD1 42.2671 3636.56 18.9602 149.496 0 9.2258 2.0721 216.227 6.871 3.1191 29.2621 8.4951 11.8778 75.2968 16.6599 119.334 794.735 26.6972 16.4435 391.379
+NKD2 0.9606 9.6631 11.8501 44.9264 1.1177 17.2483 25.6942 18.3589 6.3425 4.0102 5.7252 3.034 1.6968 9.6534 1.6123 123.959 10.2633 16.0183 4.6981 0
+NKG7 37.464 25.3657 52.1404 50.3486 62.0331 6.418 401.575 51.337 20.0846 898.296000000001 83.9695 119.539 6.2217 10.0396 11.8232 117.484 78.5364 553.776 55.4381 0.8621
+NKIRAS1 478.386 450.946 193.749 175.058 741.603 511.833 235.806 190.389 309.197 111.396 441.476 820.995 449.661 281.88 223.028 469.01 154.395 346.3 440.686 991.378999999999
+NKIRAS2 1132.08 1672.12 783.884 1525.95 629.273 690.734 1806.88 1482.31 1201.37 1121.53 804.071 1186.29 1810.52 665.315 1293.56 1499.54 775.1 768.879 722.105 2091.81
+NKPD1 2.4015 16.5078 138.646 37.1805 25.1486 10.4292 2.4865 4.7597 40.1691 2.2279 5.0891 4.8544 29.4118 114.297 18.2722 4.6253 21.8652 3.8139 22.0813 34.0517
+NKRF 389.529 145.35 431.344 518.977 180.511 169.274 179.445 341 308.668 507.519 413.486 359.223 136.878 357.95 261.185 318.224 317.715 513.349 407.799 166.81
+NKTR 2500.96 2838.54 1628.2 4196.75 743.279 1399.92 494.405 701.719 820.296 612.231 1335.88 1550.36 411.199 1192.78 659.412 1407.03 784.916999999999 1254 609.819 1142.24
+NKX1-2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.4698 0
+NKX2-1 0.9606 0.8053 4.9593 9.2951 0 0 0.4144 0.34 1.0571 41.8625 0 0 1.1312 0 0 0 0.8925 0 0 0
+NKX2-2 191.643 1.6105 0 1.5492 0 11.6326 0 151.631 28.5412 0 1.2723 0 49.2081 0.7723 0.5374 0 2.6774 1.5256 0 0.431
+NKX2-3 0 0 0 7.7459 1.6766 0.8022 0.4144 0 0.5285 0 0.6361 0 3.3937 0.3861 0 0 0 0.7628 0 0.431
+NKX2-4 1.9212 0 0 0 0 0 0 0.68 0 0 3.1807 0 1.6968 0 0 0 1.7849 3.0511 0 0
+NKX2-5 84.0538 2.0132 20.1452 2.3238 0 0 0 166.25 7.9281 0 0 0.6068 87.1041 6.1782 0 0 4.4623 0 0 0
+NKX2-6 0 0 0 6.9713 0 0 0.4144 53.3769 0 0 1.2723 0 7.9186 0 0 0 0.8925 0 0 0
+NKX2-8 0 0.4026 1.7775 72.8118 0 0 0 1.6999 8.4567 3.5647 4.4529 2.4272 0.5656 0.7723 0 15.7262 4.4623 0 0.4698 0
+NKX3-1 109.99 62.0051 355.503 814.098 81.0342 216.607 13.6759 736.737 216.702 201.404 755.089 209.345 144.231 325.9 241.838 370.028 206.604 443.936 196.382 144.828
+NKX3-2 171.95 5.6368 4.74 196.747 0 132.371 58.8479 487.872 13.7421 0 109.415 4.8544 152.149 74.1384 26.8709 5.5504 82.5524 11.4416 6.1076 63.7931
+NKX6-1 7.6849 1.6105 0.5925 14.7173 0 8.0225 1.2433 61.5364 71.8816 0.4456 10.8142 0 3.9593 7.3366 53.2044 10.1758 27.6662 4.5767 0 1.2931
+NKX6-2 0.9606 0 0 0 0 0 0 0 0 0 0 0 0 0.3861 0 0 0 0 0 0
+NKX6-3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+NLE1 165.706 256.476 436.084 103.796 139.155 225.431 278.906 202.968 211.945 225.465 183.206 285.194 332.579 222.029 352.546 184.089 190.094 157.132 167.254 283.19
+NLGN1 0.4803 1.6105 13.0351 13.9427 3.912 0.8022 9.1173 4.4197 19.0275 0 5.0891 1.2136 4.5249 0.3861 9.1361 7.4006 2.6774 0 3.2887 0
+NLGN2 1982.23 553.617 1009.63 4239.35 345.932 454.473 1794.03 1214.41 776.427 181.352 565.522 1375.61 299.774 564.147 402.526 1795.56 809.46 672.769 213.766 457.328
+NLGN3 246.878 140.115 1276.26 3116.96 603.565 1286 29.8384 491.611 568.182 5.347 2265.27 1965.41 372.172 739.84 796.99 4788.16 609.103 745.233 687.808 66.3793
+NLGN4X 1.9212 37.8473 11.8501 17.8156 106.742 4.4124 187.733 18.3589 11.0994 0.4456 26.7176 18.8107 0.5656 5.0198 19.347 111.008 3.1236 36.6133 7.9868 4.7414
+NLGN4Y 64.3612 0.8053 1.185 433.772 0.5589 0 21.1355 0 0 8.0205 240.458 0 0 0 4.8368 573.543 5.801 154.844 0.4698 0.431
+NLK 2100.86 1140.65 1217.6 1227.73 827.108 1010.03 312.889 1037.62 608.88 246.853 1026.72 619.539 571.267 664.543 604.595 576.318 545.292 813.12 1059.43 1395.69
+NLN 10.0865 204.134 230.484 28.66 114.007 155.235 186.075 13.5992 153.277 216.999 118.321 33.3738 53.733 145.96 475.077 65.6799 141.901 40.4272 233.028 129.741
+NLRC3 43.2277 47.1078 40.2903 71.2626 32.9725 25.2708 63.4065 34.338 20.0846 67.2831 57.2519 146.238 15.8371 74.9107 46.7553 114.709 37.4833 142.639 41.8135 12.069
+NLRC4 19.6926 15.7026 15.9976 92.1766 64.8274 12.8359 176.129 15.6391 28.0127 67.2831 26.0814 31.5534 13.009 27.0296 25.2586 17.5763 21.8652 51.8688 34.7663 21.5517
+NLRC5 77.3295 534.29 607.317 1336.95 358.786 893.702 531.703 151.971 1767.44 837.251 1149.49 583.738 125 479.197 294.505 328.4 610.888 2400.46 2270.14 109.914
+NLRP10 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
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+NMRAL1 1263.21 614.011 2057.77 2591.79 1133.92 1141.2 247.41 1371.82 1353.59 991.868 1569.97 665.048 1990.95 1838.02 2129.73 1841.81 1911.2 1535.47 520.554 612.5
+NMS 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+NMT1 3086.94 2559.92 2282.92 2945.78 3213.43 2381.47 3128.47 2024.24 2247.89 2953.77 2459.92 3415.05 3124.43 1998.26 2323.79 2326.55 2057.56 2066.36 3162.79 3007.76
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+NOL9 88.3766 158.234 158.791 86.7545 237.514 158.444 186.075 81.9352 89.3235 313.69 75.6997 92.233 102.941 188.049 164.987 77.7058 114.235 35.8505 179.939 174.569
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+NOM1 374.159 810.495 652.94 714.95 454.909 383.875 369.25 410.356 655.92 276.707 367.685 539.442 206.448 1007.82 726.589 308.048 775.993 536.995 590.557 301.293
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+PCDHA3 32.464 7.5493 71.5627 203.943 8.7293 400.148 159.722 101.793 120.127 4.3043 252.207 84.4296 72.6414 9.6612 23.5013 218.585 176.207 2.4104 6.7183 0.431
+PCDHA4 16.9164 17.6352 236.409 35.2363 25.5342 184.472 22.1508 139.371 107.907 0 277.901 139.381 91.8439 8.4603 73.5026 22.3404 40.2053 35.1716 4.7498 0
+PCDHA5 5.4851 0 73.0558 71.7971 0.5589 42.8881 30.7045 106.091 73.6892 0 44.9427 43.5012 5.0226 23.8324 6.1911 13.6078 19.0272 12.3646 2.6779 0
+PCDHA6 9.4188 3.7445 445.137 299.923 34.2188 685.163 289.639 487.759 77.7484 51.3445 132.188 59.0109 149.949 103.883 24.2053 162.979 165.565 20.6941 9.9037 0.8621
+PCDHA7 11.8108 95.5965 58.0418 360.341 63.855 449.298 49.3286 164.112 166.01 8.8225 156.438 33.3374 181.618 63.817 557.162 133.922 106.359 13.73 13.7186 3.0172
+PCDHA8 0 1.6105 23.8542 59.1712 0 33.0205 1.5499 24.9817 52.2146 0 37.8308 10.4369 2.0192 34.4975 4.7024 82.5902 13.0388 0 49.3963 0
+PCDHA9 0 0.8334 10.2089 33.8962 0 5.4232 0.4144 6.9084 9.2706 0 18.9949 6.068 0 11.5262 7.3196 0 22.075 0.7628 19.0275 0.431
+PCDHAC1 2.4015 66.8286 20.8028 25.8947 98.2749 41.3157 117.314 9.0367 10.9831 1.7823 6.3613 49.3689 8.4276 46.8462 15.3325 6.5772 12.9407 0 46.0183 0.8621
+PCDHAC2 6.3016 314.523 40.7999 31.7119 263.003 157.16 345.951 15.7309 36.3108 13.3318 41.0115 210.291 6.6855 57.1136 53.3333 19.0194 14.8728 0.7628 102.081 0
+PCDHB10 8.1652 72.0708 184.862 216.886 5.5886 199.759 134.687 319.921 133.721 16.041 23.5369 140.17 71.267 234.386 497.111 1114.71 67.3806 81.6171 21.1416 12.5
+PCDHB11 1.9212 20.1315 149.311 28.66 5.5886 132.371 7.0452 21.4188 43.8689 7.5749 27.9898 112.257 28.2805 132.445 25.796 222.942 49.0852 29.7483 56.3777 6.8966
+PCDHB12 2.4015 25.7683 70.5081 115.414 6.7063 146.41 20.3067 204.668 57.611 14.2587 67.43 57.0388 42.4208 86.4948 159.076 629.047 128.068 48.0549 22.0813 6.4655
+PCDHB1 0 4.8316 4.74 3.873 1.6766 11.6326 0.8288 1.3599 14.7992 0.8912 1.2723 1.8204 6.2217 3.0891 1.0748 1.8501 1.3387 0 2.8189 0
+PCDHB13 17.2911 163.468 137.461 602.634 20.6777 316.085 39.7845 99.2742 162.791 61.4905 363.232 66.7476 166.29 313.93 62.3405 814.986 88.7996 149.504 59.6664 21.9828
+PCDHB14 52.3535 181.184 274.922 702.556 47.5028 498.195 93.2449 665.001 209.831 76.1947 324.428 127.427 310.52 356.405 575.037 1031.45 369.478 182.304 87.8553 44.3966
+PCDHB15 9.1258 76.9024 138.054 340.046 11.736 206.578 27.3518 117.633 135.835 21.388 85.8779 72.2087 20.9276 71.8216 67.1772 305.273 66.9344 28.2227 17.8529 40.0862
+PCDHB16 13.9289 171.52 118.501 511.232 9.5006 785.399 527.973 246.146 196.617 91.3445 27.3537 378.034 255.656 195.386 175.198 664.2 83.4449 233.41 33.3568 18.5345
+PCDHB17 0.4803 8.4552 8.2951 25.5616 0 178.099 25.2797 15.6391 54.4397 0 10.8142 6.068 28.2805 9.2673 8.5987 37.0028 16.9567 9.1533 18.7926 0.8621
+PCDHB18 3.8425 16.5078 12.4426 54.9961 1.6766 36.9033 7.874 82.6152 41.7548 2.2279 47.0738 10.3155 18.6652 18.9207 48.3676 24.9769 25.8813 6.865 8.4567 9.9138
+PCDHB19P 1.4409 7.2473 19.5527 34.8567 0.5589 15.6438 5.3875 29.5783 17.9704 0.8912 29.8982 18.2039 6.2217 18.5346 23.6464 29.6022 18.7416 2.2883 7.517 1.2931
+PCDHB2 9.1258 74.4866 298.622 542.215 15.0891 610.91 674.679 116.613 169.662 112.287 200.382 125.607 197.398 378.029 202.607 706.753 45.0692 48.8177 24.9002 14.6552
+PCDHB3 3.8425 35.2946 100.133 36.4059 13.4126 52.146 25.6942 324.681 67.6533 5.347 82.0611 33.3738 98.4163 32.0494 80.0752 162.812 15.1718 19.8322 16.9133 8.6207
+PCDHB4 24.4957 44.2893 68.7306 168.861 12.2948 86.2415 67.5508 158.091 205.602 7.1293 60.4326 63.7136 16.9683 57.9206 25.2586 131.36 74.9665 139.588 12.2152 12.931
+PCDHB5 35.5427 202.523 850.837 999.999999999999 174.363 1320.1 347.286 1587.71 792.283 305.224 966.921 275.485 697.398 713.582 477.227 4637.37 373.94 431.731 7.9868 53.4483
+PCDHB6 20.1729 28.9894 47.4004 137.103 10.6183 461.693 29.0095 109.134 28.5412 5.7926 56.6158 33.9806 13.5747 47.8811 35.4696 178.538 29.4511 67.1243 4.6981 11.2069
+PCDHB7 1.9212 17.3131 43.8454 87.529 3.3531 51.3438 651.471 128.512 44.926 3.1191 40.0763 203.277 20.9276 170.287 378.342 594.82 57.5636 60.2593 18.7926 9.9138
+PCDHB8 0.4803 305.194 78.2106 66.615 4.4709 301.645 487.775 167.95 67.6533 28.9629 36.2595 62.5 17.5339 127.812 66.6398 57.3543 16.9567 45.0038 17.8529 1.7241
+PCDHB9 1.4409 46.3025 54.5104 395.043 5.5886 512.635 160.381 642.223 196.089 38.3202 11.4504 63.7136 205.317 297.712 323.526 179.464 53.5475 50.3432 10.8057 3.4483
+PCDHGA10 91.0375 1644.87 212.075 56.5453 9.5006 199.422 125.097 195.332 208.827 80.147 370.127 33.5073 49.2081 27.0296 19.347 60.629 14.2793 39.6644 308.443 253.017
+PCDHGA11 48.511 30 164.053 79.3184 19.0011 192.768 6.2163 156.439 250.381 1.7823 192.481 66.5777 17.5339 18.5346 5.9438 36.0777 4.0161 30.3356 88.7949 89.1595
+PCDHGA12 43.5735 122.625 75.7043 32.5329 18.4423 425.507 4.1442 324.722 15.8562 1.7823 145.235 9.7087 49.4287 24.7128 88.1365 132.933 10.2633 134.089 618.764 349.75
+PCDHGA1 7.6849 123.881 66.953 42.6026 0 163.257 75.2963 28.8983 65.5391 3.5647 74.4275 22.4515 32.8054 190.756 45.6805 24.9769 53.8197 19.8322 39.5067 15.9483
+PCDHGA2 1.9212 121.192 139.547 48.0248 2.7943 112.716 9.1173 38.0778 64.4133 4.4558 157.926 38.835 1.1312 236.143 61.1958 84.4403 283.298 87.4676 50.8574 26.7241
+PCDHGA3 1.9212 39.4578 22.5567 145.779 3.3531 61.4842 8.7029 36.7179 35.4123 0.4456 56.5522 161.159 3.9593 38.5829 45.4225 112.859 57.0103 20.595 159.084 44.5862
+PCDHGA4 4.8031 255.461 720.758 89.1325 1.6766 9.627 49.4198 324.436 435.037 2.2279 197.716 9.7087 16.9683 309.659 169.555 8.3256 12.4944 39.6644 428.194 32.3276
+PCDHGA5 4.8031 40.0174 45.2733 38.7297 1.1177 48.5359 5.3875 27.5384 30.6554 2.6735 52.1628 7.8883 7.9186 15.8316 11.49 12.951 16.9567 17.5439 22.0813 10.3448
+PCDHGA6 9.1258 27.3789 361.286 132.192 6.7063 142.992 8.2884 611.567 146.094 1.7823 118.957 17.5303 13.4898 52.4143 62.3834 38.8529 356.327 31.2738 59.7698 35.3448
+PCDHGA7 27.6033 10.4684 220.495 177.676 3.4481 213.867 5.3875 471.655 119.429 4.9014 221.629 64.7876 33.043 184.736 671.815 120.657 29.2637 95.0801 143.11 126.151
+PCDHGA8 75.3458 17.7157 45.6229 156.468 11.6186 113.117 60.2072 199.568 39.6406 4.0102 140.585 57.6456 66.7421 11.198 5.3742 248.788 49.0852 201.411 137.186 194.336
+PCDHGA9 24.4957 31.0025 303.043 48.0248 59.753 22.4629 4.1442 10.1994 17.9704 4.0102 20.3562 219.454 3.3937 24.7128 2.1497 20.3515 10.7095 24.4088 22.5511 10.3448
+PCDHGB1 4.8031 56.9641 27.8477 14.7173 1.1177 32.491 22.3788 359.529 39.6406 11.144 24.173 2.4272 9.0498 79.5984 8.5987 9.1027 158.345 27.46 15.9737 54.7414
+PCDHGB2 7.2046 441.802 153.127 52.6723 2.2354 48.937 72.2793 73.1263 40.1691 34.5238 55.9796 10.3155 2.2624 27.4158 105.527 19.4265 13.8331 16.0183 22.0813 20.6897
+PCDHGB3 2.4015 16.9105 98.9957 24.0124 0.5589 26.4741 3.3154 15.9791 11.6279 2.6735 33.0789 11.5291 0.5656 116.289 4.8368 11.1008 6.6934 19.8322 10.8057 6.0345
+PCDHGB4 17.2911 268.989 689.486 54.2215 8.9417 339.836 234.277 791.885 319.841 2.6735 202.557 138.435 54.2986 57.1484 75.2385 185.652 290.531 164.897 497.679 93.5345
+PCDHGB5 28.6695 653.163 197.754 23.2378 17.8834 307.06 3.3154 805.495 202.738 90.1415 263.88 124.047 61.2726 1281.03 1348.13 415.356 603.271 57.2082 351.572 216.871
+PCDHGB6 40.3458 135.968 62.213 46.2587 84.8792 88.2471 9.5317 36.1943 39.593 4.9014 94.1476 223.659 11.8778 69.9797 714.594 24.0518 36.1714 155.385 47.221 44.8276
+PCDHGB7 62.171 998.616 1912.61 30.9837 112.084 139.888 160.265 26.1785 90.444 12.0307 109.669 88.6893 10.181 660.585 1031.91 136.781 290.696 114.996 96.6314 134.198
+PCDHGB8P 4.3228 2.4158 1.7775 22.4632 1.1177 27.6775 0.8288 6.7996 3.6998 0 16.5394 2.4272 3.3937 3.4752 2.6871 8.3256 3.1236 5.3394 11.2755 10.7759
+PCDHGC3 4671.6 2869.6 6865.98 17033.2 1063.33 2704.42 4932.11 7355.37 4490.54 2341.79 8988.39 3198.73 3813.93 7670.45 6589.42 16223.6 6822.44 7625.71 5000.74 1844.09
+PCDHGC4 2.8818 22.1125 10.0726 14.7173 1.1177 10.4292 1.8317 1.6999 5.2854 4.4692 12.0865 3.0522 0 12.3564 2.6871 12.0259 2.6774 6.865 24.6277 1.7241
+PCDHGC5 8.1652 13.6894 27.0064 141.518 0 23.6663 15.6942 14.1364 7.9281 6.5679 49.9555 2.6153 0 29.3658 9.9691 25.0231 9.4556 24.508 28.1701 1.2931
+PCDP1 16.3305 23.3526 7.1101 43.3772 59.7977 5.2146 0 8.1595 12.685 0 17.1756 32.767 5.6561 59.4652 67.7146 5.5504 38.3757 18.3066 2.8189 20.2586
+PCF11 2196.93 1014.23 1074.21 1475.6 637.655 1403.93 477.828 829.552 959.302 885.374 1020.36 744.539 1028.85 1020.18 836.222 900.092 1105.31 1179.25 686.399 685.776
+PCGEM1 0 0.8053 0 0 0 0 0 0 0 0 0 1.2136 0 0 0.5374 0 0 0 0 0
+PCGF1 322.286 264.931 332.988 456.236 307.371 647.814 330.709 299.523 322.41 602.874 301.527 280.947 596.154 306.979 507.322 378.353 307.898 355.454 271.553 419.397
+PCGF2 2105.97 686.533 911.166 2636.22 153.697 469.711 1587.39 1061.89 661.115 1425.06 822.309 750.928 724.632 426.319 600.833 1832.52 538.282 770.320000000001 434.978 727.414
+PCGF3 1260.33 835.055 1087.84 4264.91 2423.76 902.126 1051.39 1837.59 1160.68 404.589 1262.09 1410.19 791.855 1615.21 673.384 2203.52 1642.57 1017.54 1357.29 939.655
+PCGF5 1050.43 2281.71 3086.95 1542.99 1145.1 5050.94 547.451 2037.5 983.614999999999 1109.95 1489.82 2584.95 3309.95 1575.06 2140 2180.39 1096.39 1568.27 1517.5 3440.09
+PCGF6 190.682 323.312 99.5408 239.349 152.568 298.034 169.084 212.148 151.163 378.746 181.298 219.053 164.593 132.831 147.79 199.815 143.24 120.519 64.3646 429.31
+PCID2 829.491 1146.29 599.022 1450.81 1127.21 410.349 562.37 872.729 820.296 640.303 459.924 697.209 544.118 657.206 686.82 235.893 683.177 508.009 1241.25 902.586
+PCIF1 1474.06 2382.36 1109.76 759.876 1555.3 348.977 1182.35 2022.2 1444.5 736.995 1561.7 4246.97 1334.28 2163.92 1427.38 2238.67 1439.98 1449.28 1470.99 1051.29
+PCK1 11.5274 0.8053 7.7026 142.525 6.7063 36.9033 0 148.231 15.8562 1.7823 4.4529 0.6068 9.6154 8.1089 7.5238 0 5.801 9.1533 20.6718 210.345
+PCK2 150.816 1204.67 406.458 843.532 2850.73 7795.83 579.362 391.317 566.596 665.256 216.921 413.228 11350.1 220.871 406.825 140.611 1366.8 484.363 610.289 289.655
+PCLO 239.673 315.26 572.36 241.673 141.95 1.2034 7.4596 366.839 649.577 0.4456 95.4198 500 160.633 926.73 897.488 90.6568 656.403 11.4416 416.725 0
+PCM1 1498.56 2925.11 1275.07 1326.1 2388.55 1318.09 1639.45 1944.35 1234.67 1355.46 2206.11 2254.85 1096.15 911.285 1230.15 1296.95 1157.52 2215.1 1191.92 2819.4
+PCMT1 838.617 1240.1 1072.43 509.682 2460.65 968.712 2348.11 1207.61 2502.64 1074.3 1772.26 1260.92 2098.42 1384.69 1421.47 1277.52 1057.12 614.035 2342.02 1785.78
+PCMTD1 1816.04 1457.12 488.817 2147.95 1606.71 770.558 591.794 1929.05 475.687 483.458 1974.55 3078.88 837.104 1057.63 496.036 1933.39 982.151 2291.38 1385.95 787.931
+PCMTD2 2023.54 1689.03 1397.13 2364.83 1925.26 1095.47 623.29 1684.94 788.583 551.186 1432.57 1712.99 1061.09 1932.23 1178.02 1890.84 1444 1694.13 1122.86 778.879
+PCNA 2244 688.498 1216.41 1089.08 1118.83 2697.15 2113.14 1663.86 2551.27 3560.21 3335.24 1694.17 5130.09 2161.98 2407.09 1888.99 2855.87 2766.59 1325.35 1561.64
+PCNAP1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.4462 0 0 0
+PCNP 2449.57 4529.99 1526.29 1185.9 1515.62 1182.91 2632.82 1689.36 1705.6 2354.02 1782.44 3052.18 1379.52 1677 1977.16 1984.27 1857.21 1494.28 1968.52 2883.19
+PCNT 1205.57 696.551 2941.19 539.117 640.45 2587.65 632.408 861.17 589.852 961.123000000001 861.323 430.825 1395.93 924.027 4075.24 617.021 1432.4 938.978000000001 942.917999999999 469.828
+PCNX 2615.75 3629.31 4150.5 3064.29 1460.29 1907.74 1019.89 2051.44 2570.3 1829.56 2276.08 1366.5 2316.74 1438.75 2985.89 1757.63 2279.79 1156.37 5045.34 1903.88
+PCNXL2 106.148 176.755 97.1708 161.115 40.2377 40.9146 490.675 105.054 21.6702 147.488 152.036 108.01 24.8869 147.891 36.007 235.893 55.3324 158.657 32.4172 108.19
+PCNXL3 1589.82 2088.44 1629.39 1319.91 2205.25 2791.42 1749.69 1072.98 1801.8 1341.65 821.883 737.864 2011.88 1186.6 1025.39 653.099 1622.49 839.817 1970.87 1512.5
+PCOLCE2 91.2584 1.2079 24.8852 666.15 288.37 131.167 234.148 25.8385 73.4672 87.3343 874.682 1646.84 209.276 1073.46 136.504 2701.2 234.717 456.903 22.0813 214.655
+PCOLCE 357.824 4196.99 41312.6 1511.94 1431.22 6844.34 30978.6 150.604 17310.9 245.071 663.48 295.51 888.558 295.005 331.039 1421.8 1123.03 1018.28 109.467 140.086
+PCOTH 18.732 37.7547 15.4881 29.9613 14.9438 3.0927 48.2719 23.4586 27.8171 14.2587 38.4733 38.1129 1.6968 48.0239 55.7302 13.7928 22.7577 14.058 24.7733 14.2241
+PCP2 2.8818 16.9105 2.9625 24.0124 14.5303 2.0056 0 0.34 9.5137 0.4456 12.0865 0.6068 4.5249 2.703 0 0 6.6934 4.5767 0 11.6379
+PCP4 2665.71 3393.37 13509.1 211.464 0 3126.75 0 320.261 79.2812 0 53.4351 63.7136 137.443 777.681 29.0206 409.806 8608.21 41.9527 28.6587 7.7586
+PCP4L1 6.7243 1.2079 8.2951 47.2502 3.912 0.4011 0 0 14.2706 1.7823 34.9873 0.6068 5.0905 4.2475 0 1.8501 8.0321 21.3577 4.6981 0.8621
+PCSK1 0.4803 0.8053 559.917 852.053 10.6183 1.6045 47.2441 2.7198 446.089 4778.43 4.4529 537.015 46.3801 2.703 130.055 336.725 3.1236 0.7628 4.6981 1.7241
+PCSK1N 154.659 11.2737 3076.88 2552.29 8.3829 9.2258 6.2163 1844.05 1143.23 61.0449 1583.33 67.9612 145.362 4.6337 3.2245 10.1758 2463.19 28.2227 559.549 60.7759
+PCSK2 0.4803 0.8053 0 13.1681 0 0.4011 0.4144 5.7797 6.3425 0 16.5394 4.8544 0 1.9307 4.8368 16.6512 6.6934 1.5256 3.7585 0
+PCSK4 217.579 38.2499 126.796 546.088 169.892 82.2302 13.2615 106.414 147.463 21.8336 91.6031 92.233 41.2896 95.7621 38.1567 139.685 235.609 172.387 27.7191 153.879
+PCSK5 877.521999999999 450.141 114.946 98.3734 16.7657 236.663 101.533 116.613 61.3108 4.4558 90.9669 55.2184 176.471 113.525 98.8849 269.195 72.7354 106.789 132.488 5.1724
+PCSK6 703.17 12.8842 92.4308 84.4307 149.215 1055.36 496.892 67.996 2588.79 424.195 59.7964 13.3495 4705.88 372.623 821.174 36.0777 2295.4 132.723 5699.79 89.6552
+PCSK7 731.263 606.027 761.025 660.077 659.132 1022.37 837.426 628.535 819.831 804.166 408.779 335.765 697.438 435.084 478.452 310.675 356.51 395.683 504.073 549.159
+PCSK9 0 0.8053 14.8126 0.7746 8.9417 5.6157 2.4865 0 4.7569 153.726 47.0738 2.4272 5.0905 25.8712 34.3947 10.1758 0.4462 3.0511 10.8057 2.1552
+PCTP 360.231 410.683 428.381 284.276 799.724 265.543 552.839 328.421 484.144 286.51 311.705 612.864 270.928 315.474 224.103 413.506 369.032 295.957 732.91 409.914
+PCYOX1 1686.84 2941.62 2283.51 955.074 3207.84 4604.09 2259.01 2228.23 1744.71 2075.08 1954.83 2616.5 2940.61 1844.19 1697.7 4231.27 1734.94 2057.97 1895.7 4762.5
+PCYOX1L 521.134 623.674 1551.18 872.967 755.574 1888.49 186.904 785.014 1217.23 291.411 1120.23 668.082 1063.91 627.088 784.63 1240.52 1285.59 894.737 872.445 834.052
+PCYT1A 85.975 580.19 284.402 191.325 165.98 391.897 230.833 370.238 198.203 300.769 509.542 498.18 344.457 398.494 235.926 338.575 299.866 272.311 485.788 404.741
+PCYT1B 0 7.65 19.5527 24.787 415.789 2.4067 26.1086 8.1595 33.8266 0.4456 10.1781 476.335 0.5656 439.811 3.7619 507.863 284.248 213.577 214.235 0
+PCYT2 1801.63 434.438 930.825 371.03 2313.67 2331.73 305.429 625.564 1267.44 864.877 486.005 1299.76 4570.7 272.227 524.52 390.379 363.231 760.488 1256.75 4040.09
+PDAP1 3457.25 3298.35 2765.81 2941.13 2555.65 2044.93 4380.02 2203.41 3662.26 3123.98 2222.01 2862.26 1903.28 2981.37 3367.46 2570.77 3079.88 2485.89 3489.78 1689.66
+PDC 0 0.8053 4.1475 0 0 0 2.901 0.34 0 0 0 0 0 0 0 0 0 2.2883 0 0
+PDCD10 425.072 807.677 297.437 89.8528 421.937 527.076 412.764 372.958 384.778 1145.15 416.031 770.024 469.457 310.068 390.703 390.379 327.086 259.344 667.606 583.621
+PDCD11 483.67 1797.34 964.598 622.773 947.821 1728.04 1187.32 984.922999999999 657.505 1109.95 713.74 847.087 850.679 665.701 851.807 421.832 550.647 894.737 801.503 902.155
+PDCD1 4.3228 18.1184 2.37 6.9713 3.3531 0.8022 92.4161 2.3799 6.3425 88.2255 2.5445 18.8107 9.0498 1.1584 2.1497 30.5273 25.4351 388.253 2.8189 0
+PDCD1LG2 1.9212 10.871 2.9625 5.4222 26.2663 0.4011 215.499 1.3599 8.4567 156.4 12.7226 7.8883 3.9593 5.4059 6.449 25.9019 10.2633 52.6316 10.8057 0.8621
+PDCD2 731.028 454.972 436.676 317.583 894.73 478.54 679.652 336.58 667.548 588.17 803.435 388.956 761.312 484.989 542.255 518.039 431.504 407.323 1066.95 1043.1
+PDCD2L 158.982 143.336 295.66 170.411 139.155 203.771 115.209 186.649 220.402 217.445 220.738 157.16 155.543 174.534 296.117 222.017 226.685 151.792 140.944 130.603
+PDCD4 5081.7 2166.98 1199.46 10296.8 8595.34 2579.22 1761.18 5565.15 3572.61 1258.7 6531.83 1040.88 1436.73 2364.17 1521.93 1349.76 2415.83 5474.17 2699.95 2881.63
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+PLCB3 647.454 656.288 484.076 2476.37 528.12 299.639 953.17 624.204 413.319 1771.64 1056.62 447.815 222.285 301.96 331.587 837.188 398.037 696.415 447.733 413.793
+PLCB4 31.7003 16.5078 3.555 18.5902 44.1497 25.6719 66.3075 37.7378 10.0423 3.1191 15.2672 41.8689 24.3213 19.693 20.4219 68.4551 19.1879 23.6461 42.2833 3.0172
+PLCD1 243.996 818.548 249.445 454.686 291.723 183.313 128.056 117.293 103.066 96.6915 139.949 477.548 165.724 170.287 180.572 301.573 194.556 163.997 139.065 165.086
+PLCD3 2626.8 1150.32 1885.35 6599.54 856.168 1913.36 679.652 1496.59 975.159 1846.94 2122.77 3353.76 1983.03 2161.21 4275.16 1450.51 1500.22 1608.7 863.989 1310.78
+PLCD4 27.3775 22.9499 58.658 78.2339 34.6491 60.1685 112.723 38.4178 44.926 28.5173 47.7099 74.6359 48.0769 54.8315 52.6669 174.838 55.7787 35.0877 19.7322 48.7069
+PLCE1 342.94 334.988 212.685 335.399 8.9417 446.851 217.986 234.926 334.038 94.018 673.664 287.621 125 681.919 211.743 553.192 377.064 1318.08 96.7818 93.1034
+PLCG1 1797.79 4790.09 1352.1 2435.32 2137.07 1105.9 2262.33 3127.46 1030.13 960.677 1273.54 2353.76 2338.24 2251.95 2030.89 1872.34 2709.5 1571.32 1264.27 2009.91
+PLCG2 102.786 1707.96 1631.76 794.733 165.422 184.918 282.221 1016.2 149.577 201.849 558.524 195.995 150.452 1207.45 4010.75 231.267 536.368 215.103 183.697 390.086
+PLCH1 0.9606 0 1.7775 14.7173 1.6766 0.4011 56.7758 3.3998 1.5856 16.9322 7.6336 14.5631 1.6968 5.0198 1.0748 13.876 3.5698 1.5256 2.3491 0
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+PLCL1 144.092 74.4866 135.684 61.9675 76.0045 41.3157 51.3883 54.0569 83.5095 13.3675 185.751 2128.64 25.4525 223.574 135.967 3059.2 27.22 77.0404 114.165 13.3621
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+PLCXD1 371.758 286.673 79.9881 1339.27 110.095 93.8628 230.419 110.834 1623.15 299.432 631.043 80.0971 205.317 151.366 111.783 88.8067 306.56 196.034 157.388 1181.47
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+PLCZ1 0 0 0 0 0 0 0 0.34 0 0 0.6361 0 0 0.3861 0 0 0 0 0 0
+PLD1 978.386000000001 1336.73 1590.28 332.3 576.74 1758.52 336.096 1267.79 558.668 827.894 993.639 586.165 703.62 1013.23 565.901 1258.09 514.949 601.831 635.189 960.776
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+PLD5 5.2834 572.943 283.81 51.1232 10.0594 950.662 4.1442 1080.46 53.3827 0 62.9771 4.2476 2630.09 150.594 216.579 68.4551 235.609 15.2555 126.85 927.586
+PLD6 607.243 207.729 351.764 92.1766 70.9748 158.845 28.1807 228.467 61.8393 30.2997 83.3333 66.7597 100.679 381.504 256.886 86.0315 940.652 231.121 30.0681 287.5
+PLDN 985.591 1369.75 1435.64 495.74 1185.89 811.873 1247.41 1428.26 2067.65 991.423 1374.05 968.447 669.118 837.146 1639.66 1061.98 854.529 1372.23 2250.41 1000.86
+PLEC 8074.45 9435.64 7009.92 17072 4404.35 6373.45 7675.51 15199.8 5084.04 23969.3 8310.43 7314.93 3997.74 13568.1 6146.45 15687.3 7887.55 6152.56 2599.95 11667.7
+PLEK2 412.584 259.294 85.9132 35.6313 1744.75 976.734999999999 24.8653 173.05 544.926 783.335 415.394 9.1019 2237.56 100.01 3263.2 5.5504 164.212 106.026 1725.63 1173.28
+PLEK 109.03 136.089 11.2576 31.7583 373.316 24.4685 1707.83 18.3589 54.4397 407.263 77.6081 283.981 46.3801 29.7326 63.4153 144.311 68.7193 303.585 98.661 11.2069
+PLEKHA1 635.447 927.66 424.233 1089.08 443.173 582.03 636.138 1275.95 470.402 453.604 746.183 476.335 328.054 543.296 322.451 457.909 425.257 778.795 543.106 1662.5
+PLEKHA2 289.625 2070.73 1265.59 831.913 972.97 759.727 1133.86 534.449 962.474 1217.33 991.73 1510.32 617.647 815.523 551.391 1224.79 686.301 1861.94 842.847 1072.41
+PLEKHA3 449.568 485.572 318.768 144.074 699.13 391.897 322.835 305.302 423.361 392.559 342.875 328.277 315.045 332.078 345.56 468.085 298.527 354.691 465.586 487.931
+PLEKHA4 246.398 121.594 658.273 978.311 1282.58 324.509 1285.54 740.817 736.258 894.731 188.931 82.5243 113.688 323.583 73.0888 274.746 920.125 524.028 110.406 207.328
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+PLEKHA6 9.6061 18.1184 21.9227 19.3648 4.4709 2.4067 629.921 6.7996 11.0994 18.7145 35.6234 54.6117 5.0905 684.622 8.5987 75.8557 257.474 96.8726 59.1966 2.5862
+PLEKHA7 35.5427 157.026 200.859 39.5043 32.9725 328.52 26.523 18.3589 15.8562 45.0039 32.4427 9.7087 72.3982 230.138 11.2858 31.4524 53.5475 105.263 214.705 34.4828
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+PLEKHB1 19.2123 61.1998 18.9602 3.0984 89.4171 1.6045 18.649 1.6999 1.5856 37.8746 15.9033 42.4757 10.181 31.2772 5.3742 6.4755 2.6774 40.4272 10.8057 0
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+PLEKHF1 31.7003 30.1973 48.5854 357.087 65.9451 10.4292 1305.01 47.9372 14.7992 324.83 62.341 63.7136 66.1765 27.8019 8.5987 167.438 286.925 525.553 27.2492 220.259
+PLEKHF2 194.524 127.634 190.194 190.55 450.997 168.873 172.814 189.369 264.271 352.456 578.244 506.675 235.294 295.781 112.858 325.624 279.34 530.13 381.019 205.603
+PLEKHG1 68.684 244.799 103.688 120.837 212.924 203.369 1186.49 259.745 75.0529 45.0039 171.756 86.165 153.846 145.96 110.708 129.51 122.713 122.807 178.06 50
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+PLEKHG4 201.729 1875.05 1767.44 5572.42 1012.09 3687.53 146.291 1932.79 1031.71 16.041 2027.35 356.796 2318.44 817.453 1622.46 2531.91 594.824 1085.43 276.251 2065.09
+PLEKHG4B 0.4803 0.4026 364.39 1153.37 2.7943 2.0056 2.4865 16.3191 5.814 158.628 7.6336 18.8107 11.3122 181.485 56.4289 3.7003 168.675 5.3394 23.4907 0.431
+PLEKHG5 487.512 302.778 29.6252 360.961 505.206 125.552 568.587 335.901 15.8562 223.237 267.812 212.379 115.95 349.455 79.5378 619.797 174.03 311.976 101.01 274.138
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+PLEKHH2 484.63 231.915 109.021 643.687 395.112 25.6719 241.608 100.294 103.594 33.8643 495.547 13.3495 120.475 442.9 381.029 163.737 114.235 424.866 191.684 294.828
+PLEKHH3 815.562 1019.86 516.072 737.413 274.957 373.045 1392.04 745.237 913.319 376.963 655.216 1146.24 695.701 306.593 426.172 977.798 497.546 359.268 681.701 1041.38
+PLEKHJ1 1937.08 558.851 2090.36 2661.5 2185.13 7936.22 1019.06 1564.93 2894.29 645.204 2269.72 1593.45 4361.43 1071.92 3668.95 939.87 2994.2 1187.64 1209.3 1294.4
+PLEKHM1 392.892 916.789 570.582 684.74 1069.65 711.592 1082.88 438.235 818.71 443.801 470.102 2534.59 470.023 973.839 933.495 866.79 382.865 620.137 786.939 719.397
+PLEKHM1P 127.397 119.235 211.275 132.618 163.561 109.539 76.5064 95.2965 80.7558 184.97 117.964 326.202 14.7172 231.764 83.8157 150.028 101.981 202.082 77.6603 92.3017
+PLEKHM2 1548.51 2718.96 1266.18 1577.85 1566.48 1436.42 4462.91 2424.4 1891.65 1633.06 1352.42 1601.94 1306.56 1526.02 2284.56 1800.18 1074.97 1620.14 1489.78 1051.72
+PLEKHM3 231.988 580.996 244.112 98.3734 747.191 242.278 178.201 352.899 191.861 135.903 192.748 254.248 162.33 315.861 232.164 291.397 139.67 126.621 299.742 475
+PLEKHN1 1.4409 2.0132 37.3278 19.3648 0 0.4011 5.8019 0 0.5285 155.954 1.2723 3.034 0 6.9505 4.2993 23.1267 2.2311 3.0511 0.9396 3.8793
+PLEKHO1 1431.8 239.565 329.433 474.051 454.909 365.824 3113.14 402.537 449.26 1293.08 502.545 2164.44 2270.93 519.741 793.766 1017.58 259.705 1987.03 236.317 151.293
+PLEKHO2 760.327 1426.12 544.512 1021.69 1520.65 963.498 2400.33 1498.63 1100.95 1152.72 2826.34 2704.49 932.691999999999 467.613 1273.68 1597.59 594.378 2274.6 1770.73 311.207
+PLG 0 0 0 0 0.5589 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+PLGLA 0 0 0 0 0 0 0 0 0 0 2.5445 0 0 0 0 0 0 0 0 0
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+PLIN1 4.3228 2.0132 4.1475 41.0534 3.912 3.6101 3.3154 1.3599 6.871 2.6735 6.3613 9.7087 16.4027 5.4059 18.8096 7.4006 13.3869 6.1022 0.9396 5.6034
+PLIN2 108.549 837.471 340.69 398.141 6044.04 357.802 772.068 167.95 427.59 2031.86 339.695 2384.71 553.733 1224.83 431.546 674.376000000001 278.893 340.961 773.784 411.207
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+PLIN4 2.4015 46.7051 36.1428 107.668 111.213 34.0955 46.0008 2.7198 38.5835 10.2484 8.2697 30.9466 18.6652 9.2673 29.558 17.5763 48.1928 6.865 9.8661 6.8966
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+PLK1 27.3775 189.236 150.496 470.953 13.9714 890.493 650.228 106.414 790.698 872.452 190.84 49.1505 768.665 53.6731 547.629 41.6281 624.275 85.431 174.771 640.517
+PLK1S1 266.571 294.725 231.669 91.402 292.841 168.071 202.238 324.681 247.886 61.4905 383.588 504.854 97.2851 548.316 293.43 239.593 617.581 261.632 144.233 129.31
+PLK2 559.558 546.369 1516.22 436.871 219.072 526.274 990.054 594.285 451.903 1465.08 518.448 461.772 1185.52 705.087 1037.75 954.672 636.769 302.06 546.394 1839.22
+PLK3 952.93 356.731 232.854 195.972 78.7988 252.306 775.798 383.838 310.782 731.648 281.171 432.039 444.57 633.652 297.729 174.838 201.696 469.108 110.406 256.897
+PLK4 117.675 93.0076 72.8781 364.834 22.3543 215.403 167.012 177.81 310.782 199.176 166.667 49.1505 103.507 120.475 142.953 80.481 109.326 101.449 144.703 254.31
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+PLLP 238.232 101.06 131.536 883.811 602.447 355.796 36.0547 183.589 561.311 129.219 139.949 38.835 440.045 188.049 44.6057 51.8039 189.648 51.106 628.142 1312.5
+PLN 53.7944 11.2737 23.1077 2.3238 0.5589 44.5247 9.1173 31.9581 18.4989 10.2484 47.7099 2.4272 10.7466 45.1781 6.449 41.6281 33.9134 60.2593 0.4698 11.2069
+PLOD1 1745.44 3520.6 5158.94 3778.47 3065.89 3091.46 15473.3 2714.74 9070.82 13177.2 3066.79 1498.79 3579.75 2380.15 2873.57 4115.63 3066.93 2823.8 1284.47 2253.45
+PLOD2 1628.24 76.4998 3968.6 380.325 582.888 365.423 4306.67 423.955 1582.98 11619.5 497.455 2842.23 1178.73 683.077 77.9256 2393.15 1215.53 546.148 588.208 606.034
+PLOD3 1825.17 5145.21 6772.92 4921.77 2194.63 4681.11 7220.06 4367.39 4752.11 5165.2 2264.63 2123.18 1421.38 5307.08 7574.9 3958.37 4674.7 4498.09 2406.86 1040.09
+PLP1 79.2507 24.5605 95.3933 31.7583 26.8251 2.4067 49.7306 0.34 67.1247 0 3.8168 0 38.4615 2.703 10.7484 1.8501 594.378 28.2227 140.475 4.3103
+PLP2 4449.09 3589.85 6878.98 7886.91 4667.57 5133.17 1882.72 1111.4 13700.8 14841.9 8859.41 5841.02 3125 1657.69 3921.54 15281.2 4199.02 6207.48 5161.85 3775
+PLRG1 660.423 615.622 662.42 776.143 810.901 478.139 686.697 815.273 953.488 613.122 970.102 912.015 813.914 991.215 865.242 1053.65 659.527 988.558 1536.76 493.966
+PLS1 88.8569 17.7157 513.702 15.4919 172.128 398.716 13.6759 8.4995 278.541 247.744 62.341 60.0728 131.787 137.465 456.805 45.3284 97.7242 52.6316 193.094 318.966
+PLS3 2216.62 3564.89 779.144 1494.97 1528.47 1166.87 2415.67 1379.64 3300.74 2877.58 5120.23 3603.76 658.371 1169.22 552.465 3743.76 987.059 3459.19 3866.57 2410.78
+PLSCR1 266.09 345.86 412.383 106.894 373.875 411.552 982.594 134.972 273.784 3546.84 251.908 679.005 639.14 262.574 702.942 372.803 625.614 521.739 337.797 777.155
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+PLSCR3 653.842 363.62 532.324 692.951 537.978 583.309 1593.54 686.998 384.049 431.458 526.323 540.182 548.377 454.09 427.408 2000.88 396.595 563.211 377.876 283.444
+PLSCR4 1054.76 448.128 354.318 154.919 428.084 480.144 450.891 906.047000000001 118.922 1138.46 420.483 938.714 585.973 947.582 666.935 792.784 448.461 835.24 777.543 2843.97
+PLSCR5 0.4803 0 0 0.7746 0 0 0 0 1.0571 0 3.1807 0 0 0.3861 0 0 0 0 0 0
+PLTP 307.397 7809.42 221.004 117.738 2503.12 203.369 60170.3 109.474 470.93 5226.69 428.117 1779.73 281.674 451.009 528.282 1480.11 991.522 1265.45 448.203 2314.22
+PLUNC 0 0 0 0 0 0 0 0 0.5285 25.3982 0 0 0 0 0 0 0 0 0 0
+PLVAP 1261.29 3170.31 3294.33 3731.99 1754.81 3275.57 4759.22 4489.1 1887.95 1137.57 2697.2 2554 2323.53 1649.58 2261.45 8146.16 2050.42 1964.91 2301.15 1040.52
+PLXDC1 86.9356 137.297 50.9554 732.765 55.8857 122.343 3271.33 404.577 286.469 162.638 145.038 330.097 95.5882 134.762 43.5308 153.561 145.471 154.844 97.7214 38.7931
+PLXDC2 692.603000000001 102.268 169.456 266.46 420.26 10.0281 759.221 737.757 650.634 114.069 243.002 294.296 335.407 228.98 390.703 558.742 190.54 427.155 134.367 330.172
+PLXNA1 1606.63 5486.64 2595.17 3219.21 685.158 2320.1 3339 1787.62 1195.03 5698.56 1489.19 1423.54 1937.22 1214.02 2897.76 1234.97 967.424999999999 1397.41 864.928 1696.98
+PLXNA2 181.556 403.033 410.606 326.878 94.4468 4229.04 559.47 549.748 242.6 265.568 262.723 208.131 2031.67 218.94 1099.02 240.518 157.519 203.661 480.62 272.414
+PLXNA3 635.927 2601.8 2572.66 4309.84 416.907 505.816 1018.23 1064.48 1704.55 1194.16 504.453 577.063 151.584 727.097 108.558 2005.55 460.955 1389.78 762.039 403.879
+PLXNA4 2.8818 8.4552 88.2832 295.895 1.6766 18.4517 65.8931 61.1964 211.945 2.6735 154.58 26.699 40.1584 132.059 552.465 36.0777 237.394 34.3249 113.225 2.5862
+PLXNB1 172.911 292.31 186.639 1008.52 214.042 85.8404 243.266 242.066 33.8266 771.75 227.099 461.772 110.294 287.673 41.9186 402.405 202.588 232.647 23.9605 244.397
+PLXNB2 4249.76 6577.37 13230 9095.27 5600.86 1975.13 6167.01 3187.31 5986.26 8401.92 2896.95 6066.75 5622.17 8316.63 4514.31 4072.16 9414.99 5527.08 4801.97 6154.31
+PLXNB3 4.976 391.224 5766.35 4451.58 6.1474 2810.18 23.2076 107.835 110.412 349.061 1125.18 594.575 206.143 4299.23 2071.09 3774.19 1548.55 500.74 865.223999999999 449.194
+PLXNC1 57.6369 3134.88 74.6556 164.214 65.3862 71.801 319.519 1315.04 360.994 8.4661 231.552 285.801 24.3213 499.276 112.858 172.063 682.731 178.49 456.19 293.103
+PLXND1 708.934 2861.09 543.327 1979.86 4361.88 1879.26 7622.46 4044.06 867.336 5285.51 2819.97 1568.57 4479.64 932.909 699.18 2762.26 744.757 983.218999999999 3953.96 2105.17
+PM20D1 4.3228 17.3131 1.185 0.7746 6.7063 0.8022 0.8288 0.34 0 0.4456 0 2.4272 0 1.9307 0 2.7752 0 2.2883 2.8189 0
+PM20D2 188.28 132.465 84.1357 156.468 135.802 215.002 71.2806 191.749 97.7801 334.187 345.42 181.432 198.529 149.049 29.0206 165.587 261.937 201.373 174.301 465.517
+PMAIP1 13.4486 20.9368 52.7329 37.1805 111.771 77.4168 282.636 12.9192 270.085 553.414 36.2595 112.864 31.6742 112.366 18.8096 23.1267 116.02 14.4928 70.0023 56.8966
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+POLD1 165.706 403.436 575.915 1143.3 267.134 834.737 699.544 737.077 942.917999999999 1315.36 690.84 487.864 1184.39 338.257 934.569 266.42 1215.53 459.954 166.314 986.207
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+POLE 406.34 1101.19 491.187 2218.44 496.824 701.564 1698.3 593.265 641.12 1383.54 1003.18 631.068 678.733 282.653 710.466 474.561 877.287 776.506 381.019 723.707
+POLG2 92.6993 108.71 84.1357 109.218 102.83 125.552 119.353 82.9552 101.48 126.1 83.3333 160.801 116.516 79.5444 110.171 70.3053 105.31 102.212 105.238 107.759
+POLG 1218.88 1273.02 1343.64 736.514 527.415 957.914 1034.68 1124.57 1123.76 1262.68 860.503 819.982 1005.63 756.103999999999 817.117 334.394 1348.71 1276.51 1108.77 542.017
+POLH 580.692 436.049 532.662 298.993 421.378 1612.92 473.27 299.523 835.624 529.353 810.433 412.621 823.529 521.672 493.887 358.002 643.909 433.257 593.845 712.5
+POLI 777.137 332.17 487.632 900.077 138.038 211.392 263.572 417.496 450.846 166.202 197.201 307.646 200.226 489.623 205.831 364.477 323.516 360.793 213.296 239.655
+POLK 355.908 840.29 565.25 471.727 717.572 434.416 208.04 662.621 392.178 441.573 802.799 604.369 317.308 578.048 743.249 654.949 550.647 940.503 836.27 699.569
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+POLR1A 407.781 850.355 436.084 179.706 336.991 269.956 531.289 331.481 180.233 521.778 260.178 197.815 726.81 678.058 422.948 317.299 281.125 379.863 344.374 415.948
+POLR1B 263.209 419.138 447.934 150.271 718.131 525.872 328.222 392.677 277.484 517.768 300.891 348.301 390.272 432.86 352.009 308.048 248.55 289.092 510.219 512.5
+POLR1C 613.833 292.712 367.353 313.71 696.894 666.265 412.35 449.454 624.207 755.264 874.682 431.432 721.72 365.672 367.056 416.281 393.128 563.692 613.108 425.862
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+POLR1E 432.757 382.499 308.103 1475.6 508.56 257.521 305.014 132.932 924.419 728.974 572.519 300.364 1187.22 327.445 1305.92 244.218 831.325000000001 202.136 317.125 204.741
+POLR2A 4780.5 6157.83 5083.69 2394.27 2250.52 3951.46 4017.41 4612.51 2847.78 3070.07 3925.57 3015.17 2420.25 4123.18 3834.48 4162.81 3391.79 1879.48 5500.12 3784.05
+POLR2B 1379.44 2239.83 1414.31 1649.11 1730.22 1688.73 1500.21 2582.49 2557.61 862.203 1656.49 2387.14 1595.59 4004.25 2379.69 1517.11 4217.31 1946.61 4250.88 1933.19
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+POLR2D 522.574 469.467 399.941 275.755 1004.82 1155.23 593.038 324.341 654.863 967.361 546.438 239.685 1815.61 427.841 709.929 360.777 572.066 364.607 731.971 1308.19
+POLR2E 3206.05 1997.85 5203.97 4374.13 5406.94 2616.13 4574.39 4118.52 3327.17 2075.97 4015.9 4183.86 5532.24 4060.24 4932.96 3186.86 4787.15 3707.86 3223.87 3489.66
+POLR2F 675.312 454.57 888.757 2537.71 497.941 1532.69 1128.89 472.572 1428.65 2072.85 576.972 680.218 975.113 688.48 1192.53 506.013 1830.88 1061.78 875.734 481.897
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+POLR2H 1888.09 1055.7 996.593 1443.07 616.978 1963.9 696.643 926.106 700.846 2600.87 1142.49 1443.57 1394.8 623.226 696.493 1049.95 944.221 727.689 532.77 775
+POLR2I 1459.96 384.464 1084.6 1718.91 596.663 1009.13 495.189 870.815 1212.49 909.569 1373.96 1045.42 1232.72 851.472 1116.37 1301.96 1209.81 1077.73 494.146 319.948
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+POLR2J3 968.3 849.953 893.142 1636.94 493.392 618.131 698.574 868.446 1349.02 782.444 830.401 301.001 226.81 982.041 508.935 411.36 373.048 758.963 374.912 208.379
+POLR2J4 355.355 223.122 211.263 570.596 151.428 194.464 308.496 175.722 337.859 147.711 215.375 235.777 112.913 206.367 180.304 138.094 222.793 243.204 162.006 116.784
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+PRMT1 2015.85 1411.22 5617.54 6575.52 2378.49 3256.32 2525.9 7260.28 4504.76 3692.55 8012.09 5279.73 4363.12 3154.74 4665.86 4565.22 6078.54 3695.65 2449.14 2909.48
+PRMT2 2501.92 1961.21 2408.53 1896.98 2286.28 1908.54 1927.89 3437.2 1290.17 2011.81 2200.38 1165.66 2257.35 1046.43 2554.88 2385.75 2123.61 2394.36 1568.71 1036.64
+PRMT3 323.727 314.454 287.365 206.042 268.81 257.521 252.797 300.882 246.3 363.15 217.557 267.597 226.81 257.94 153.702 248.844 338.688 269.26 374.912 415.517
+PRMT5 792.987 1006.98 1766.26 576.297 583.446 1007.62 1309.57 2400.6 1608.88 1285.95 823.791 852.548 2057.69 615.117 2005.11 450.509 1659.08 456.14 1428.71 1959.05
+PRMT6 386.647 178.365 587.765 405.887 514.148 343.361 191.877 757.816 736.787 287.401 487.913 129.248 206.448 649.484 413.812 590.194 485.051 289.855 732.441 367.672
+PRMT7 1361.67 379.278 1014.37 1706.43 999.794999999999 387.485 415.665 807.453 893.763 758.828 1008.27 1026.7 1270.93 973.453 1133.95 828.862 1302.1 1254.77 680.291 681.034
+PRMT8 0 0 0.5925 1.5492 0 0 51.3883 0.34 15.8562 0 1.9084 0.6068 0 0 0 0 0.8925 0 3.7585 0
+PRND 1.4409 26.9762 0.5925 0.7746 5.5886 0 1.6577 3.3998 0 0 5.0891 6.068 0 0 1.6123 15.7262 0 3.8139 1.4094 0
+PRNP 1044.19 2524.09 987.113 491.092 7403.73 501.404 2644.01 1826.03 719.873 4723.18 1424.3 2367.72 1029.98 2201.76 1318.29 2598.52 1279.34 1407.32 2948.56 232.328
+PRNT 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+PROCA1 46.5898 16.1052 5.3325 18.5902 28.5017 11.2314 33.1538 9.8594 39.6406 36.0922 10.8142 76.4563 9.6154 7.3366 12.3606 49.0287 34.8059 44.241 21.1416 9.4828
+PROCR 346.302 348.678 110.798 34.8567 86.6228 231.047 881.89 155.031 85.0951 1808.62 654.58 124.393 167.986 552.949 128.98 2242.37 219.545 799.39 165.845 175
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+PRODH 2.8818 2.4158 8.8876 10.0697 8.3829 0.8022 0.4144 0.34 8.4567 153.281 2.5445 35.801 3.9593 5.7921 3.7619 1.8501 9.3708 10.6789 34.2965 3.4483
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+PROP1 0 0 0 2.3238 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+ProSAPiP1 243.036 501.275 267.22 307.514 829.901999999999 209.386 500.622 607.205 221.459 39.6569 758.906 921.723 407.24 223.188 2026.6 440.333 317.269 472.159 236.317 112.931
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+PROZ 1.4409 0.8053 0 12.3935 12.8537 0.8022 1.2433 0.68 4.2283 1.3367 0.6361 3.6408 1.6968 1.9307 0 0 0.8925 0 0.9396 3.0172
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+PRPF19 2335.73 2583.28 2684.05 1264.91 2089.01 2444.85 2480.73 2430.86 1980.44 3997.33 2555.34 2101.34 3776.58 2846.22 1885.26 2408.88 2205.27 3122.81 1940.33 1977.59
+PRPF31 1115.23 1010.9 2881.62 2761.87 2086.45 1631.24 1778.43 2659.86 3371.06 2790.19 3710.62 1993.07 2641.96 1893.1 3556.56 2739.61 2268.92 2407.29 1134.47 1389.55
+PRPF38A 842.459 548.785 333.58 501.937 368.845 361.813 568.587 544.648 663.319 2219 491.094 242.718 567.873 302.732 563.751 332.1 596.162 466.056 340.615 376.724
+PRPF38B 981.747999999999 761.777 581.84 1108.44 603.006 531.087 783.257 715.318 693.975 1515.43 825.064 626.82 356.335 611.256 829.236 765.957 634.984 977.117 616.866 720.258999999999
+PRPF3 1829.49 781.908 605.54 2049.57 486.764 728.841 579.362 382.138 804.968 1916.01 571.883 327.063 694.57 665.315 891.039 259.945 1008.92 690.313 712.239 569.828
+PRPF39 1027.86 462.22 799.881 1918.67 331.402 455.275 333.61 420.896 523.784 585.051 640.585 464.806 283.371 525.919 481.526 463.46 705.489 710.908 486.728 395.69
+PRPF40A 1116.23 1932.22 1267.37 800.155 1828.02 2031.29 1399.09 1271.53 1351.48 2268.02 1066.16 1005.46 1669.68 1112.46 1830.44 1088.81 1170.01 1036.61 1473.34 2003.88
+PRPF40B 439.054 1602.19 1159.95 875.36 769.277 418.849 140.153 785.732 429.186 352.202 778.523999999999 430.582 666.216 922.911999999999 623.335 605.032 864.132 1878.01 1072.85 611.858
+PRPF4 902.978 426.386 673.086 693.261 516.384 963.097000000001 863.655 972.004 1018.5 1078.31 411.578 707.524 1261.31 1201.27 1690.18 488.437 1903.17 418.002 619.215 786.638
+PRPF4B 1342.94 1447.05 899.422 718.048 1339.58 1162.05 925.404 935.285999999999 1072.94 1150.5 1081.42 954.49 747.738 745.632 891.039 763.182 752.789 842.868 1180.64 1965.52
+PRPF6 3660.9 3011.27 2375.94 1985.28 3544.27 1577.22 3309.16 3072.06 2749.47 3095.02 3579.52 2205.1 5927.04 3688.39 5710.6 2367.25 5220.88 3752.86 3101.24 2171.55
+PRPF8 12159.9 7593.61 5428.53 4305.96 8523.12 4532.69 5968.09 4008.37 4837.74 2365.6 4822.52 6692.96 3579.19 4490.78 4809.35 3729.88 4250.33 3733.03 5241.72 4095.69
+PRPH2 26.4169 66.0314 3.555 2.3238 51.4148 38.9089 5.3875 4.4197 17.4419 1.3367 4.4529 9.7087 2.8281 2.3168 2.6871 24.9769 7.5859 7.6278 2.8189 3.0172
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+PRPS1 732.949 955.442 2098.65 657.63 392.876 907.341 685.454 934.946 1891.65 1015.04 1504.45 1568.57 687.783 1766.58 1284.97 1267.35 1962.52 882.532 1897.11 1145.26
+PRPS1L1 0.9606 0.4026 0 0 0 0 0 0 0 0 0 0.6068 0 0 0.5374 0.9251 0.4462 0 0.9396 0
+PRPS2 490.394 189.639 13468.8 555.383 141.391 332.932 1412.76 177.13 22912.8 1532.36 537.532 367.112 1700.23 3729.7 1272.07 500.462 1422.58 141.114 3509.51 679.31
+PRPSAP1 850.624 1286.4 750.704 662.277 1401.61 1144 1009.53 691.86 608.351 619.806 670.484 1877.43 1165.16 483.058 912.535 656.799 843.374 343.249 490.956 702.155
+PRPSAP2 648.895 454.167 753.074 350.891 699.689 659.848 532.532 497.051 699.789 335.97 398.219 673.544 524.887 431.702 605.67 582.794 445.783 405.034 583.04 755.603
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+PRR12 431.316 1322.64 1863.43 1279.63 723.719 1076.61 673.85 2110.26 1312.37 958.004 1466.92 941.141 720.588 1161.5 1451.57 1084.18 1209.28 1071.7 702.373 978.448
+PRR13 2677.36 4862.51 1756.26 1655.79 7519.45 4728.78 3379.5 3605.35 4041.86 2797.47 5219.96 3965.59 4181.88 2122.71 2934.11 4283.54 2048.49 3508.42 4891.24 3036.82
+PRR14 1286.74 632.13 1064.14 3268.01 558.298 496.992 727.31 842.471 1009.51 625.153 946.565 854.976 587.104 1128.68 919.522 972.248 995.984 1377.57 222.222 588.793
+PRR15 10.5668 10.4684 830.692 131.681 94.4468 125.552 7.0452 3.0598 869.45 4.0102 146.947 6.6748 6.7873 84.5641 10.7484 8.3256 1046.85 122.807 220.813 194.828
+PRR15L 0 2.0132 3.555 0.7746 0 4.4124 0 1.3599 1.0571 0.4456 0 1.2136 0 1.5446 3.7619 0 0 0 0.4698 0.431
+PRR16 11.5274 40.263 45.0304 9.2951 1.6766 9.627 52.6316 882.589 29.5983 9.8028 10.8142 49.7573 8.4842 125.109 17.1974 128.585 163.32 22.8833 15.0341 6.8966
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+PRR20A 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+PRR20B 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+PRR20C 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+PRR20D 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+PRR21 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+PRR22 36.5034 12.0789 252.407 812.548 59.7977 127.156 51.3883 93.8345 321.353 12.9219 355.598 69.7816 89.9321 114.297 231.09 74.0056 228.469 111.365 46.5116 64.6552
+PRR23A 0 0 1.7775 0.7746 0 0.8022 0 0.34 0 0 0 0 0 0 0 0 0 0 0 0
+PRR23B 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+PRR23C 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+PRR25 1.9212 0 0 0 0.5589 0 0 0.68 0 0 0 0.6068 0 0.7723 1.6123 0 0.8925 0.7628 0 0
+PRR3 508.031 243.591 338.599 547.986 210.37 298.014 356.403 506.628 482.854 627.577 524.472 157.64 572.721 207.062 233.906 485.236 505.225 493.265 353.413 286.474
+PRR4 101.311 40.3717 53.989 123.858 35.5209 35.4593 37.816 164.564 65.7928 19.1601 90.3244 32.7306 20.6391 100.489 50.4689 49.7687 109.049 80.4882 59.9107 18.9741
+PRR5 69.1643 28.5868 74.6556 330.751 307.93 54.9539 336.096 90.0948 46.5116 107.831 53.4351 58.8592 127.828 107.732 41.9186 103.608 197.68 113.509 99.6007 96.5517
+PRR5-ARHGAP8 0 0 0.5925 88.993 0 0.4292 1.9229 0 46.1945 0 0 0 7.9751 0 30.9338 0 0 1.6705 1.1088 18.5431
+PRR5L 23.0548 140.921 149.904 36.4059 77.1222 42.9202 314.961 39.0977 89.3235 855.964999999999 120.229 70.3883 45.2489 30.5049 44.0683 196.115 37.037 120.519 88.3251 53.8793
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+PRRC1 1372.72 1554.96 2432.82 1697.13 1084.18 1702.77 1133.86 1660.12 2545.98 1462.4 2556.62 1510.92 918.552 3064.39 3921.54 2265.49 2001.34 1847.44 2150.34 1700.86
+PRRG1 150.336 145.752 272.552 252.517 132.449 107.1 371.736 234.586 306.025 188.482 261.45 376.214 54.8643 426.682 174.123 542.091 293.619 409.611 490.016 69.3966
+PRRG2 12.0077 15.7026 9.4801 6.9713 38.5611 12.4348 10.775 7.8195 13.2135 18.2689 12.7226 6.068 12.4434 7.3366 20.9593 6.4755 10.7095 9.1533 6.1076 3.0172
+PRRG3 1.4409 2.4158 2.37 74.361 0 60.1685 0 1.6999 0.5285 0 0 3.6408 0 0 0 0.9251 17.4029 0 1.4094 0
+PRRG4 4.8031 2.0132 4.1475 26.3362 1.6766 19.2539 18.2346 42.8375 11.6279 159.964 31.1705 9.7087 31.6742 5.0198 6.9864 31.4524 67.3806 45.7666 6.5774 40.5172
+PRRT1 94.2075 17.3131 29.6252 406.661 63.7097 16.8472 39.7845 85.335 66.0677 14.2587 93.5115 33.9806 29.4118 43.2474 25.2586 49.9537 143.686 28.2227 54.9683 41.8103
+PRRT2 77.8098 66.8366 78.2106 322.231 2.2354 14.0393 211.77 17.339 34.8837 22.2792 54.0712 88.5922 16.9683 102.713 19.8845 158.187 47.3003 108.314 3.2887 20.6897
+PRRT3 118.156 333.378 290.92 389.62 169.892 113.919 130.543 498.071 195.032 42.776 187.659 595.874 205.882 269.524 91.361 508.788 193.217 112.128 35.2361 52.1552
+PRRT4 0.4803 3.6237 5.925 52.6723 190.57 6.8191 38.9557 2.0399 0.5285 11.1396 3.8168 1.2136 15.8371 4.2475 1.6123 0.9251 21.419 0.7628 0 2.1552
+PRRX1 43.708 1383.44 1657.24 1270.33 7.2651 64.9819 7653.96 82.9552 53.9112 57.9258 323.155 1893.81 63.914 602.375 108.021 3184.09 1018.74 1254.77 44.1626 32.3276
+PRRX2 235.831 17.7157 0 1219.21 0 144.805 113.552 89.0748 4.2283 190.71 24.173 5.4612 221.72 80.3166 15.0477 112.859 235.609 3.8139 2.8189 294.828
+PRSS12 1.4409 0.4026 2.37 13.9427 83.2696 2.4067 0 7.1396 0 35.6467 1.2723 14.5631 0 37.0692 1.0748 31.4524 2.6774 0.7628 7.9868 0
+PRSS1 0 0 0 0 0 0 0 0 0 0 0 0 0 57.5345 0 0 0 147.216 0.4698 0
+PRSS16 110.951 166.689 183.084 145.624 236.955 201.364 0.4144 0.68 298.097 46.7862 111.323 1.8204 89.9321 94.9899 42.9934 50.8788 64.7033 7.6278 130.139 13.3621
+PRSS21 0 0.4026 0 0 0.5589 0.4011 2.0721 0 2.6427 1117.97 0 0 3.3937 0.3861 0 0.9251 0 0 0.9396 1.2931
+PRSS22 0.4803 6.8447 14.2201 0 3.912 0.4011 0.8288 0 0 15.1498 0 2.4272 1.6968 8.8812 0 0 0 4.5767 0 0
+PRSS23 652.699 3952.79 1004.43 344.911 798.964 2203 2329.26 1261.84 982.722 4701.36 1046.91 1209.88 1514.02 1274.2 1129.4 1578.45 1098.38 722.349 960.511999999999 1441.38
+PRSS27 80.2113 6.0395 16.5901 234.702 13.9714 9.627 13.2615 38.4178 66.0677 19.1601 22.2646 6.6748 19.2308 11.9703 30.0954 12.0259 42.838 14.4928 11.2755 14.2241
+PRSS30P 55.2354 0.4026 5.3325 42.6026 11.736 2.4067 0.4144 0.34 3.6998 0.8912 8.9059 0.6068 1.1312 1.9307 2.1497 1.8501 39.7144 0.7628 0 0.8621
+PRSS33 0 0 0 0.7746 5.0297 0 0 0 0.5285 0 1.2723 0 0 0 0 0 0 0 0 0
+PRSS35 105.187 317.273 6.5176 17.0411 17.8834 122.343 696.643 13.5992 25.37 1.3367 64.8855 11.5291 82.5792 38.9999 22.5715 116.559 31.6823 27.46 32.887 563.362
+PRSS3 0.4803 12.4815 2.9625 0.7746 0 0.4011 0.4144 0 1.0571 0 0 0.6068 0 0.7723 0 0 0 1.5256 0.4698 38.3621
+PRSS36 58.1172 7.65 87.6907 92.1766 74.3279 15.2427 154.994 35.6979 70.8245 36.9834 24.173 113.471 73.5294 84.178 61.803 185.014 124.944 34.3249 29.5983 11.6379
+PRSS37 0 0 1.7775 0 0 0.4011 0.8288 0 0.5285 0 0 0.6068 0 0 0 0 0 1.5256 0 0
+PRSS38 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+PRSS41 0 0 0.5925 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+PRSS42 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+PRSS45 0.4803 6.8447 0 5.4222 0 0 0 0 1.0571 0 0 0 0 0 0 0 0 0 0 0
+PRSS48 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+PRSS50 0 90.5918 0 61.9675 4.4709 0 0 0 0 0 0 0.6068 0 0 0 0 0 0.7628 1.4094 0
+PRSS53 21.6138 21.1663 263.919 164.988 17.9058 9.5507 71.8898 24.7302 64.593 40.6327 36.8957 16.9903 12.4434 36.6676 26.3335 43.4783 95.2878 128.452 5.168 33.8233
+PRSS54 0 0 0 0 0 0 0.2942 0.4794 0 0 0 0.7524 0 0 0 0 0 1.2052 0 0
+PRSS55 0 0.4026 0 1.5492 0.5589 0 0 0 0.5285 0 2.5445 0 0 0.7723 0 0 0 2.2883 0.9396 0
+PRSS8 0.9606 506.509 10.6651 3.873 49.7382 2.0056 1.2433 1.6999 4.7569 12.4763 0.6361 3.6408 1.6968 0.7723 1.0748 5.5504 3.5698 3.8139 0.4698 0.431
+PRSSL1 0 0 3.555 0 25.1486 8.8247 0 0.68 3.6998 0 20.3562 0.6068 1.6968 0.3861 0 0.9251 0.8925 29.7483 0.4698 1.2931
+PRTFDC1 186.359 500.872 13.6276 271.108 133.567 383.474 291.339 240.366 26.4271 515.094 129.771 553.398 161.765 292.692 4.8368 197.04 311.914 185.355 117.923 550
+PRTG 47.0701 18.9236 26.0702 23.2378 2.2354 46.5303 47.2441 54.3968 8.4567 48.5686 43.257 33.9806 5.0905 60.6236 26.8709 36.0777 8.9246 11.4416 7.0472 44.3966
+PRTN3 0 0 6.5176 43.3772 0.5589 1.2034 3.7298 2.3799 4.2283 0.8912 1.9084 9.7087 3.3937 0 0 2.7752 45.5154 0 0.4698 2.5862
+PRUNE2 58.5975 12.8842 2066.06 150.271 1033.88 787.806 132.615 1461.23 1876.85 78.4226 218.829 893.811 411.765 1082.34 387.478 929.695 597.501 75.5149 757.341 1901.29
+PRUNE 326.609 861.629 390.461 292.796 311.283 628.961 565.686 477.332 374.207 1214.66 444.02 276.092 246.606 331.692 352.546 331.175 265.06 517.925 222.692 398.707
+PRX 676.273 227.486 526.737 294.346 1118.83 2245.09 116.038 449.454 490.486 100.256 436.387 322.815 675.905 472.246 1807.87 410.731 269.969 369.184 185.107 180.603
+PRY2 0.4803 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30.5273 0 0.7628 0 0
+PSAP 16983.7 189169 21554.1 21921 119839 39080.2 101891 29247.5 33878.4 27890.8 32024.8 209817 48549.8 41077.3 38351.7 45257.2 14638.6 37832.2 47601.1 31707.3
+PSAPL1 0 126.023 2.37 0 0 0.4011 0.8288 2.3799 32.241 0 4.4529 0.6068 26.0181 10.0396 2.1497 15.7262 42.3918 15.2555 57.3174 0.431
+PSAT1 4769.45 4129.38 2913.94 1724.24 298.988 4510.23 2600.5 4684.25 1186.58 1416.95 572.519 3226.94 2027.71 3545.52 3412.6 3568.92 3884.43 1900.08 1299.51 1767.24
+PSCA 0 3.221 1.185 3.873 0.5589 0.4011 2.901 2.3799 0 20.4968 1.2723 2.4272 1.1312 4.2475 0.5374 5.5504 0 8.3905 0 0
+PSD2 0.4803 3.6237 2.9625 18.5902 0.5589 7.6213 15.3336 2.7198 30.6554 0.8912 13.9949 3.6408 6.2217 3.4752 6.449 5.5504 1.3387 7.6278 4.6981 2.1552
+PSD3 1218.54 1437.79 2405.57 2287.37 2223.13 2947.85 482.801 4269.81 1214.06 208.978 745.547 713.592 2604.64 666.087 4240.76 563.367 1113.34 628.528 1361.52 5526.29
+PSD4 498.559 1128.17 603.762 1115.41 2333.23 1571.6 289.681 1188.57 428.118 333.296 1495.55 683.252 758.484 416.642 439.07 888.067 576.082 1472.92 2035.24 632.328
+PSD 404.899 574.151 205.599 704.88 80.4754 122.744 330.294 14.6191 103.066 15.1498 31.8066 44.9029 80.8824 16.2178 86.5243 21.2766 62.9183 104.5 22.0813 29.7414
+PSEN1 1318.92 1474.84 2188.12 2138.65 2138.74 1511.43 1711.98 1370.12 2227.27 1981.51 1312.98 1128.03 1716.06 1506.71 1936.32 1480.11 1639.89 882.532 2653.04 1245.26
+PSEN2 1348.7 1319.02 1046.96 569.326 1581.01 2658.64 373.394 830.912 1019.03 485.24 796.438 671.723 3979.07 1071.15 2423.75 935.245 442.659 1088.48 1362.93 2637.93
+PSENEN 1610.47 840.692 2418.21 8282.11 1810.7 2566.82 1284.78 2766.83 3353.73 2678.5 4725.86 1416.32 2734.2 2707.32 3336.54 3239.59 2791.76 4774.34 1012.92 1219.41
+PSG10 0.4803 0 0 0 0 0 0 0 0 0 0 1.2136 0 0 0 0 0 0 0.4698 0
+PSG11 0 0 0 0.7746 0 0 0 0 0 0 0 0 0 0 0.5374 0 0 0.7628 0 0
+PSG1 1.4409 0 1.7775 35.6313 0 0.8022 0 1.0199 24.3129 0 10.8142 164.442 0 1.9307 29.0206 5.5504 0.4462 1.5256 1.8793 0.431
+PSG2 0 0 0.5925 0.7746 0 0.4011 0 0 7.3996 0 0 24.2718 0 1.1584 4.2993 2.7752 0.8925 0 0 0
+PSG3 0 0 1.185 2.3238 0 2.0056 0 1.0199 4.2283 0 2.5445 5.4612 0 0.7723 2.6871 0 0 0.7628 1.4094 0
+PSG4 0 0.8053 1.185 378.714 0 23.6663 0 0 11.6279 0 97.3282 991.505 0 0 362.741 1.8501 0.4462 12.9672 0 1.2931
+PSG5 0 0 4.1475 17.8156 0 3.209 0 0.68 6.871 0 2.5445 73.4223 0 5.4059 14.5103 10.1758 0 0 0 0
+PSG6 0 0 0 0.8366 0 0 0 0 0.5285 0 0 3.6408 0 0 0.5535 2.7752 0 0 0 0
+PSG7 0.4803 0 0 0 0 0.4011 0 0 0 0 0 1.8204 0 1.1584 0.5374 0 0 0.7628 0 0
+PSG8 0.4803 0 0 1.5492 0.5589 0 0 0 3.1712 0 0.6361 27.9126 0 0.3861 4.8368 0 0 0 0.9396 0
+PSG9 0 0.4026 0 3.0984 0 3.6101 0 0.34 2.1142 0 0.6361 197.815 0 1.1584 1.0748 205.365 0 0.7628 0 0
+PSIMCT-1 0.7685 12.4373 14.2853 4.3532 5.0577 5.0301 6.1873 13.2082 0.1638 7.1115 2.1628 12.8641 6.4253 9.0009 16.9233 4.7549 9.7367 11.6476 2.4665 3.5948
+PSIP1 1339.58 1581.13 727.003 2144.07 1087.54 794.224 1732.28 674.521 922.833 2667.71 1185.11 1699.03 963.235 1517.91 1664.38 1194.26 1869.7 924.485 764.858 1200.43
+psiTPTE22 715.658 581.801 126.796 855.151 288.37 11.6326 12.8471 235.266 303.911 4.9014 207.379 377.427 230.204 457.187 1.6123 316.374 519.857 8.3905 7.517 3.4483
+PSKH1 1090.78 1104.82 1316.55 1006.2 1169.69 983.554 1122.67 1819.23 1705.6 700.457 1026.08 1618.93 2263.55 1125.98 2438.26 837.188 1729.14 1070.94 1827.58 829.741000000001
+PSKH2 0 0 0 0 1.1177 0 0 0 0 0 0 0.6068 0 0 0 0 0 0 0 0
+PSMA1 2295.88 1290.39 1737.82 1323.78 3008.88 2766.85 2717.04 2007.35 1993.38 4021.47 2762.72 2161.54 3286.27 1894.14 1506.1 1919.52 1760.5 1836.14 3010.87 2402.82
+PSMA2 1712.14 1505.43 3464.04 1516.65 2998.82 3578.28 3535.08 1576.83 3497.89 3471.35 2643.13 3903.6 4138.01 3073.46 3479.54 2333.03 3277.11 3412.66 3897.65 2375.34
+PSMA3 1761.29 754.127 2262.18 2134.78 1316.11 2200.56 1518.03 982.203 2288.58 3751.81 2469.47 1210.56 3446.83 1843.81 1790.14 1741.91 2942.44 2133.49 4459.95 1233.62
+PSMA4 2769.45 1234.87 1834.99 2522.85 2422.64 2989.57 3296.73 2076.94 3836.68 5543.95 5257 1940.53 6966.63 2145.38 2173.85 2137.84 1962.96 4174.68 5871.74 2341.38
+PSMA5 1883.29 993.289 1819.58 1057.32 2625.51 2521.46 2021.55 1464.63 2293.87 5686.09 2538.17 1581.31 2580.32 1658.08 2861.21 1230.34 1858.55 2012.2 2682.64 1391.81
+PSMA6 1819.8 1240.09 2954.11 3310.16 2330.51 2975.62 2050.78 4113.15 2617.26 4131.61 2893.61 1990.96 5767.34 2305.45 3953.52 2489.25 4272.73 2146.67 4622.86 2618.97
+PSMA7 3069.64 3413.5 2970.82 1654.53 6468.21 4877.26 5329.05 3737.4 3302.85 5060.04 5075.06 6003.03 13354.1 6023.75 6370.01 3943.57 6499.33 4754.39 4127.32 4127.16
+PSMA8 0 0 0 0 1.6766 0 0 0 5.2854 0.4456 0 0 0 0 0 0 0 1.5256 0.9396 0
+PSMB10 1369.36 279.425 669.53 1744.38 1127.21 516.245 3042.27 683.7 794.398 4360.48 2104.96 1910.8 1739.82 759.919 1326.35 2226.64 863.9 4585.05 501.762 378.879
+PSMB11 0.4803 0 1.185 0.7746 0 0.4011 0 0 0 0 0 0 0 0.7723 1.6123 0 0.4462 0 0 0
+PSMB1 4172.43 1788.08 3131.98 3261.04 6678.34 3582.03 4922.5 3066.96 5811.31 3260.78 8164.12 3482.4 10411.8 2955.88 3790.94 4945.42 3459.62 3199.08 8573.17 5800.43
+PSMB2 1689.72 1263.86 1700.49 1376.45 2738.4 2714.01 3125.98 2142.99 2630.17 4152.39 2504.66 2100.73 3433.82 1962.74 2240.49 1716 1883.27 1845.16 2958.89 1798.28
+PSMB3 3475.5 994.497 2377.72 3938.03 1996.8 2477.34 3795.69 2103.8 2607.82 5884.82 2867.68 3274.88 5086.54 2075.1 2234.58 3433.86 2373.05 2992.37 2380.08 2843.53
+PSMB4 7055.72 4960.81 4706.27 5830.36 5743.93 12693.9 5861.58 4610.47 5039.64 15613.7 6767.81 4817.96 13953.1 3502.27 6293.16 5296.95 4128.96 9008.39 5431.05 5085.78
+PSMB5 2185.4 1583.95 3628.5 2402.01 2504.24 4186.12 2830.09 5590.63 4298.63 3021.05 2430.66 2138.35 7671.38 2034.56 4482.06 2473.64 3117.8 1744.47 4911.91 4251.72
+PSMB6 3632.56 1327.07 1852.76 2089.85 3001.62 2831.93 3094.49 1935.51 2159.09 2227.02 2799.62 3886.53 2846.15 1279.66 2114.74 2908.42 1423.03 1999.24 2677.94 1469.4
+PSMB7 3762.72 1457.76 2943.56 7333.28 3950.73 12563.6 3438.27 3908.01 5617.99 4212.13 4082.03 4953.6 10167.2 6308.77 7123.66 3336.32 8766.59 2850.02 4620 4705.17
+PSMB8 648.895 281.036 1105.02 986.057 2814.4 1663.86 1904.68 389.617 2214.59 3682.3 1773.54 922.33 2572.4 760.304999999999 399.301 1172.99 1432.84 3620.14 4232.56 567.241
+PSMB9 117.195 91.7997 155.236 152.595 755.574 324.108 1541.65 83.6351 396.406 3643.98 287.532 232.403 1626.7 101.168 190.246 303.423 478.804 867.277 664.318 149.569
+PSMC1 708.453 253.255 729.373 467.08 580.093 683.514 958.558 509.97 705.602 965.133 900.127 512.136 1623.87 479.969 980.787 669.75 696.118 480.549 1903.22 425.862
+PSMC2 2118.16 1900.42 2604.06 1831.91 2604.83 3505.01 2660.17 2478.46 2650.63 2479.67 2360.05 2618.93 2321.27 2585.96 2947.74 2012.95 2784.03 3008.39 4751.23 1723.28
+PSMC3 2850.14 1377 2060.73 2901.63 2365.64 3000.8 4341.48 2625.67 2208.77 4828.78 2111.96 1770.02 6985.29 1662.71 1686.42 1941.72 2690.76 2274.6 2119.33 3068.97
+PSMC3IP 145.231 63.3136 44.1831 225.089 17.1569 107.132 311.082 116.647 228.504 561.533 56.7812 74.6541 344.627 33.1769 126.358 88.9639 233.19 56.6667 30.8386 399.129
+PSMC4 5302.59 1091.93 3896.9 3544.54 2186.81 5222.62 1955.66 2552.91 2989.43 3203.3 4484.1 2203.88 4516.97 2568.2 5304.85 2800.18 2198.57 2818.46 1751 2102.16
+PSMC5 4450.03 1402.61 2257.29 2410.46 4085.8 3553.23 3819.73 2076.26 2031.65 5001.56 3479.01 3877.43 6221.15 2321.46 3409.46 3789.08 2204.75 3542.33 3319.24 3159.05
+PSMC6 1015.37 639.78 1933.94 1453.14 1054 1717.21 869.043 1092.02 1270.08 1617.47 1424.3 1010.92 2107.47 985.809 1764.88 1121.18 1423.92 890.16 2911.91 1044.83
+PSMD10 1296.35 1074.22 2020.44 1549.96 673.422 1016.04 847.078 1348.02 2266.91 1203.52 2477.74 1654.13 817.308 2485.95 1573.02 2553.19 2211.96 1720.82 2942.92 1202.59
+PSMD11 812.68 822.976 916.605 941.905 830.461 1872.44 878.989 853.01 1178.65 771.304 982.188 1361.04 1664.59 754.899 853.957 801.11 641.678 470.633 1147.76 2256.47
+PSMD12 754.563 611.998 715.153 832.688 841.079 1297.63 639.453 695.6 858.351 1636.18 959.923999999999 780.34 1250.57 999.324 682.52 904.718 677.376 688.024 1304.2 884.483000000001
+PSMD13 2512.01 1343.98 1875.87 2530.6 2994.35 1872.04 3682.14 1585.33 1855.18 3776.76 2131.68 1643.2 3441.74 1690.12 1434.37 1567.07 1765.73 1641.49 2563.78 1796.98
+PSMD14 1556.68 886.189000000001 1517.4 1431.45 2778.64 2581.63 1333.61 1482.31 1662.26 1671.38 1676.21 1422.33 2475.11 1379.28 1832.06 1345.98 1141.45 1210.53 2730.09 2803.45
+PSMD1 1287.7 1625.42 1887.13 999.999999999999 4047.8 5135.58 2329.47 1461.23 1988.37 2417.29 1680.03 1515.78 3540.16 1644.17 1891.17 1355.23 1512.27 1113.65 2573.17 2953.45
+PSMD2 2697.89 7859.35 3704.34 2476.37 3369.35 9049.34 3946.54 2483.9 3379.49 6260.44 2924.3 6980.58 6304.86 3134.67 3871.56 2925.99 2344.04 2112.13 4855.06 5230.17
+PSMD3 2324.21 1981.34 2317.29 2199.07 2712.13 1434.42 3393.7 2477.44 2626.32 2796.03 2478.37 4728.16 2832.01 2565.11 2545.75 2031.45 2270.86 1741.42 3310.78 4105.6
+PSMD4 4007.2 2724.6 1744.33 2292.02 3378.29 4581.23 4055.95 1964.41 2544.4 9523.89 2762.72 2217.84 5200.23 1796.7 2459.76 2860.31 1811.69 4070.94 2390.89 2905.17
+PSMD5 654.179 812.106000000001 749.519 1143.3 774.575 1006.82 493.991 1129.41 815.539 1097.92 573.155 899.272 726.244 1395.5 963.053000000001 1267.35 1451.58 562.929 526.192 1148.28
+PSMD6 2338.14 1921.75 1628.2 1193.65 2443.88 1671.48 957.729 1400.38 1757.4 827.448 2395.04 2200.85 1694.57 1632.98 1369.34 1804.81 1546.63 1215.87 2322.29 2314.66
+PSMD7 1996.16 1904.44 3015.85 3286.6 2379.61 2440.03 2534.6 2400.94 3322.41 2166.87 2523.54 3729.98 4734.16 3707.69 3095.53 2546.72 3519.86 2393.59 2839.56 2726.72
+PSMD8 2433.24 1910.48 6564.95 3901.63 5641.66 5911.75 3252.38 4211.68 6972.52 3338.75 5989.19 4617.11 5242.08 3940.15 7380.89 4332.1 4081.21 4237.99 2708.48 2930.6
+PSMD9 1227.19 1080.26 1625.83 1118.51 1157.95 1494.99 1990.88 1522.43 1686.58 1636.63 1540.08 1618.93 1575.79 1541.46 2360.88 1474.56 2058.46 1054.16 1659.85 1146.55
+PSME1 5348.22 2935.98 5032.14 4942.68 3397.85 3288.41 3346.04 6456.9 6252.64 9447.25 7801.53 3151.09 10820.7 2332.66 4413.27 4847.36 6668.9 6253.24 6314.31 6421.98
+PSME2 4335.25 2052.61 4151.09 6869.09 1241.22 2999.6 3757.98 13010 4097.78 10869.6 6688.3 1492.72 12444 4585.77 3665.73 5210.92 14441.3 9187.63999999999 4780.83 4900
+PSME3 1197.41 1561.4 1752.63 1139.43 1943.14 1025.67 1857.85 1431.32 1565.01 1948.54 1606.87 2478.76 1874.43 1734.92 1735.32 1512.49 1695.67 1488.18 1876.44 3179.31
+PSME4 1515.85 1290.83 789.216 578.621 2339.37 2298.03 1326.15 766.315 1048.63 1222.23 800.255 637.136 1783.37 952.216000000001 761.521 668.825 1006.25 795.576 1509.98 8647.84
+PSMF1 3546.11 2357.8 2118.2 2012.39 2825.02 2380.26 2174.06 2868.07 1461.94 3431.88 4008.91 2854.37 4369.91 3435.08 3096.06 2860.31 2036.59 3274.6 1803.15 888.793
+PSMG1 1001.44 557.24 757.221 197.521 483.97 655.836 491.09 1014.5 414.905 1541.72 611.959 345.874 985.294 399.652 1141.48 763.182 989.29 634.63 639.887 374.569
+PSMG2 1610.95 549.591 805.214 1477.15 946.143999999999 906.137 1387.48 1206.59 949.260000000001 827.002 834.606000000001 724.515 1162.9 878.463 1112.45 1133.21 1240.96 1228.07 988.958999999999 959.483000000001
+PSMG3 1463.02 369.615 918.383 2160.34 433.673 634.577 1912.56 339.3 1424.95 1605.88 576.972 546.116 1452.49 678.83 973.801 627.197 1383.31 1106.79 956.541999999999 730.603
+PSMG4 353.506 138.907 181.306 419.055 250.927 104.292 195.193 182.569 359.937 517.322 430.662 300.364 351.244 271.841 178.423 207.215 323.07 190.694 230.679 259.914
+PSORS1C1 0 5.6368 16.5901 3.0984 2.7943 9.627 94.9026 6.7996 19.556 4.0102 54.0712 0.6068 2.8281 0.3861 14.5103 2.7752 0.4462 5.3394 0.9396 0
+PSORS1C2 0 0 1.185 0 0 0.8022 6.6308 0.34 0 0.4456 6.9975 0 1.1312 0 0.5374 0 0 0.7628 0.4698 0.431
+PSORS1C3 0 0.4026 0 0 2.2354 0 0 0 0 0.4456 0 0 0 0 2.1497 0 0 0.7628 0.4698 0
+PSPC1 928.914 847.134 1004.89 783.889 619.772 795.427 459.179 1443.9 689.746 742.341 889.313 442.961 812.783 722.85 1319.9 556.892 838.465 742.182 887.479 1285.34
+PSPH 121.037 396.994 541.549 202.169 761.163 1131.97 1607.96 159.791 998.414000000001 466.971 366.412 415.048 555.995 381.118 795.916 251.619 761.713 272.311 1252.06 563.362
+PSPN 1.9212 0.4026 2.37 7.7459 1.1177 3.209 2.0721 0 6.3425 1.7823 1.9084 0.6068 8.4842 1.1584 13.4354 1.8501 3.5698 6.865 1.4094 0
+PSRC1 97.9827 78.1103 102.503 415.957 28.5017 447.653 272.69 67.6561 406.448 499.944 254.453 43.0825 210.973 30.1187 127.905 43.4783 234.27 157.132 70.4722 208.19
+PSTK 85.4947 75.2919 69.9156 178.931 84.9462 229.844 51.3883 212.148 68.7104 73.0756 253.817 162.621 139.14 163.722 161.763 128.585 77.1977 115.179 129.199 59.4828
+PSTPIP1 27.8578 32.6131 84.1357 6.9713 1291.52 683.113 196.022 7.8195 15.3277 200.512 13.9949 51.5777 1277.71 89.5839 916.835 58.2794 155.734 178.49 402.631 22.8448
+PSTPIP2 648.415 75.6945 62.8055 234.702 139.714 127.156 177.373 123.073 308.668 219.227 223.282 83.1311 6.7873 120.861 60.1908 130.435 84.7836 565.98 206.249 105.603
+PTAFR 8.1652 15.7026 4.74 2.3238 13.9714 0.4011 64.6498 2.0399 2.1142 22.2792 4.4529 46.7233 3.3937 4.2475 6.449 5.5504 1.7849 32.0366 5.168 1.7241
+PTAR1 687.8 777.077 590.135 694.81 399.024 711.592 644.84 888.367999999999 695.56 683.525 440.204 1062.5 476.244 945.265 913.61 608.696 1410.08 424.104 733.85 747.414
+PTBP1 4683.48 5381.56 5791.14 9471.73 4167.39 5270.76 6709.9 6683.33 5544.4 6556.76 7715.65 3300.36 5441.74 6407.18 6763.94 6024.05 7056.67 6623.19 3089.5 7784.05
+PTBP2 876.081 206.549 232.854 611.929 107.859 163.257 242.437 341 316.068 638.521 268.448 180.825 172.511 200.019 189.171 247.919 301.651 260.87 691.567 211.638
+PTCD1 316.883 654.754 778.771 357.661 402.047 396.197 738.193 636.528 574.059 448.506 418.88 849.169 356.29 742.689 879.871000000001 489.315 520.553 790.03 673.935 212.603
+PTCD2 145.533 159.442 286.18 140.201 375.552 163.257 93.6593 309.722 286.469 148.825 365.14 405.34 236.991 495.415 448.744 298.797 346.72 201.373 473.103 249.138
+PTCD3 2963.02 1255.8 946.23 1053.45 2341.05 1062.17 1152.92 1486.05 817.653 1372.4 985.369 1137.74 1701.92 1132.93 1554.21 847.364 1149.04 1146.45 1472.87 1643.1
+PTCH1 223.823 252.449 133.906 1532.92 51.9737 180.505 426.026 371.258 341.966 135.457 370.865 165.048 169.683 311.227 166.062 128.585 246.765 276.125 134.837 56.0345
+PTCH2 121.037 65.2261 39.1053 576.297 10.6183 67.7898 112.723 20.3988 88.2664 15.1498 72.5191 33.9806 18.6652 27.4158 64.4901 21.2766 59.7947 80.0915 3.7585 20.2586
+PTCHD1 0 0.4026 0 2.3238 0 0 0 2.3799 0.5285 0 0.6361 0 0 0 0 0 2.6774 1.5256 0 0
+PTCHD2 1.4409 242.786 15.9976 28.66 2.7943 4.0112 0 9.1795 3.1712 8.4661 7.6336 10.3155 1.1312 12.7425 30.6328 2.7752 307.452 0 6.1076 0.431
+PTCHD3 0 0 0 0 0.5589 0 0 0 0 0 0 0 0 0 0 0 16.0643 0 0 0
+PTCRA 0 0 0 0.7746 3.3531 1.6045 10.3605 1.0199 0.5285 1.3367 2.5445 0 3.9593 2.3168 0 0 0.4462 3.0511 0.9396 0
+PTDSS1 829.971 1308.55 1156.57 871.417999999999 932.173 989.17 2127.23 1649.58 958.774 1953.44 1381.04 1325.85 1024.32 2099.43 1330.65 878.816 1932.17 1197.56 776.133 1692.67
+PTDSS2 1013.93 636.559 811.732 1125.48 1213.84 336.141 1111.89 765.295 795.455 854.183 925.572 1050.97 719.457 1029.06 579.874 474.561 887.55 672.769 809.490000000001 509.483
+PTEN 961.094999999999 2957.72 1185.01 2121.61 909.819 2018.45 1872.77 1599.61 879.493 1723.52 1389.95 1595.27 872.172 1497.06 967.889 2439.41 901.383 1604.12 895.466 1688.36
+PTENP1 180.115 547.175 162.346 343.919 121.272 449.659 231.247 181.209 127.378 433.998 227.099 196.602 149.887 269.91 162.3 394.08 144.578 257.818 171.952 295.69
+PTER 96.0615 638.974 248.852 77.4593 367.169 277.577 44.3431 411.376 127.378 304.333 151.399 241.505 159.502 477.652 26.3335 195.19 286.925 284.516 298.802 264.224
+PTF1A 0.4803 4.0263 0 0 0 37.7056 0 0 0.5285 0 0 1.2136 64.4796 0 0 0 0 0 0 0
+PTGDR 4.3228 4.4289 0.5925 4.6476 5.5886 0.4011 12.8471 0.68 0 4.0102 9.542 16.3835 0 0.7723 0 178.538 4.0161 9.1533 0.9396 0.8621
+PTGDS 6.7243 66.434 3.555 72.0372 23088 6.418 16.9913 1.0199 2.1142 8.0205 236.005 129.854 184.955 14.2871 10.2109 310.823 169.567 427.918 2.8189 3.0172
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+RAB40AL 2.8818 2.8184 24.2927 20.1394 1.1177 1.6045 2.0721 5.0997 19.0275 3.1191 9.542 4.2476 1.1312 9.6534 4.2993 15.7262 10.2633 25.1716 9.3963 3.4483
+RAB40B 664.745 257.683 145.164 316.034 344.815 126.755 265.644 373.298 325.053 153.281 340.331 438.714 268.665 268.752 231.627 503.238 159.304 138.062 218.934 266.81
+RAB40C 631.604 485.572 1128.13 1041.05 333.637 760.931 624.119 818.332 916.49 617.578 716.285 559.466 1307.69 782.315 863.63 791.859 825.078 749.809 598.074 484.914
+RAB41 2.8818 2.0132 5.3325 2.3238 2.7943 0.4011 4.5586 1.0199 2.1142 3.1191 5.7252 3.034 0 3.4752 2.1497 2.7752 0.4462 8.3905 4.2283 2.5862
+RAB42 0.4803 17.3131 5.3325 6.1967 15.0891 1.6045 120.597 0 21.6702 31.1908 4.4529 3.034 15.8371 0.7723 8.5987 1.8501 11.1557 8.3905 1.4094 2.1552
+RAB43 145.226 945.754999999999 232.819 105.345 131.89 213.634 426.44 261.785 115.307 241.06 183.206 245.146 120.475 291.148 255.687 134.135 127.033 130.435 128.259 161.172
+RAB4A 407.022 687.145 584.174 276.646 858.672 985.76 408.056 525.701 540.872 546.379 573.314 97.8459 938.077 493.341 889.045 453.043 357.407 384.371 726.225 1040.12
+RAB4B 1641.8 539.972 2103.54 2163.04 2115.92 3498.72 891.135 1107.27 2275.92 848.818 1841.5 1290.25 2479.54 1684.18 1183.62 1605.85 1177.2 1605.48 1714.06 1706.35
+RAB5A 1505.76 2153.67 1327.8 1229.28 1157.39 898.115 926.233 1618.65 1327.17 662.582 1402.67 1520.02 903.28 1187.76 1165.12 2000 923.248999999999 985.506999999999 1450.79 1529.31
+RAB5B 3644.57 9447.72 7691.9 7268.01 6096.57 6287.2 3025.28 9314.1 6989.43 2837.47 8165.39 5539.44 6869.34 5909.45 4340.72 6047.18 5384.2 6132.72 8583.51 5975
+RAB5C 1559.56 2757.62 1706.41 1090.63 2859.67 1097.47 4819.73 2131 2084.57 2620.92 1767.81 3715.41 2041.29 1695.92 2775.22 1861.24 1780.01 1420.29 2552.97 3566.38
+RAB6A 2853.03 3874.51 3118.35 1908.6 4047.8 5372.24 2434.31 3505.88 3410.15 2265.79 3031.17 2108.01 2416.86 2328.41 3489.45 2639.22 1763.5 1979.4 2848.48 4154.74
+RAB6B 216.619 251.241 558.139 187.452 42.4731 241.877 142.976 606.185 142.706 159.964 92.2392 1072.82 135.181 465.682 279.995 283.996 28.5587 93.8215 526.192 152.586
+RAB6C 134.558 48.7022 56.8805 106.576 108.977 120.738 69.6229 129.635 98.8266 65.5007 78.1743 76.432 122.885 57.9206 109.794 76.7808 61.5797 60.2593 74.7005 99.5474
+RAB7A 7516.33 13854.5 4793.36 5342.37 4915.14 4057.76 6539.58 6356.27 4895.88 6621.37 6169.85 12106.2 3558.26 5059.95 4672.85 9483.81 3971 4666.67 7436.22 6264.66
+RAB7L1 189.721 1883.91 477.559 231.603 455.468 1307.66 837.547 571.847 369.45 450.485 288.168 875.607 824.661 685.78 1214.03 316.374 295.404 832.189 744.656 668.103
+RAB8A 1767.05 1165.62 2682.92 3103.8 1581.01 2723.83 1518.06 1834.87 2463.53 1709.26 3419.21 1392.23 3306 2151.56 2384.24 2357.08 1823.29 2107.55 1475.69 3053.88
+RAB8B 338.617 457.388 569.397 409.76 551.592 238.668 1258.18 343.72 403.805 732.093 715.649 324.029 197.398 500.434 515.921 497.687 268.184 707.094 571.294 292.672
+RAB9A 660.903 395.786 622.723 587.916 1468.12 628.159 757.563 428.715 1328.22 341.762 1235.37 1733.01 316.742 1266.15 691.657 1123.03 659.081 623.951 1645.76 698.707
+RAB9B 10.0865 17.3131 30.2177 37.1805 15.0891 11.6326 5.3875 4.7597 85.6237 0.8912 80.1527 28.5194 1.6968 51.3563 2.6871 6.4755 48.639 32.7994 69.5325 10.7759
+RAB9BP1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RABAC1 1233.43 1539.66 5445.71 6872.97 2428.23 2391.9 4424.37 3948.87 6958.77 1625.04 4652.04 2807.65 2986.99 5095.09 6168.48 4639.22 4723.34 3376.05 1214.94 1604.31
+RABEP1 1543.4 2500.37 1018.47 1008.16 1376.32 1044.85 1467.65 1524.92 1087.13 651.362 1423.63 3252.7 473.416 1002.17 843.026 1914.34 912.276 875.927 1444.05 827.961
+RABEP2 2045.15 974.768 2427.49 2348.57 1062.39 897.312 870.286 1514.27 2346.72 541.829 1925.57 1370.15 1392.53 1667.34 1333.87 2030.53 2618.03 2549.2 945.267 418.966
+RABEPK 288.665 259.294 428.381 479.473 228.572 370.638 706.589 415.456 624.207 599.309 381.043 709.345 503.394 532.484 869.004 465.31 749.665 345.538 235.847 346.552
+RABGAP1 980.307 1178.08 919.567 1580.17 762.839 833.133 739.329 1847.79 1471.46 854.629 750.636 1262.74 787.896 1426.78 1512.29 1025.9 1468.54 655.988 855.062 1066.81
+RABGAP1L 71.5658 292.712 16.5901 17.0411 57.1599 75.1143 204.318 70.7159 32.241 186.699 26.8257 84.017 92.1946 29.219 47.6206 100.833 21.9188 89.8474 28.2593 48.3405
+RABGEF1 1630.25 1495.71 1109.11 1566.09 1550.03 1115.78 1393.6 1210.73 1405.87 1002.51 924.046 1355.46 1353.74 1338.89 1124.51 859.806 1290.72 1266.14 1403.17 1008.28
+RABGGTA 828.05 442.893 1410.75 1100.7 396.229 763.337 444.675 986.283 1210.89 681.742 1178.75 637.743 1613.69 598.513 944.243000000001 814.986 977.242 655.225 1315.48 928.448
+RABGGTB 758.886 730.371 1699.3 958.172000000001 1203.78 2246.69 959.387 1288.87 1543.34 1482.46 1279.26 2098.3 1005.66 1673.13 2067.98 1419.98 1024.99 950.419 1214.47 1008.62
+RABIF 316.042 268.152 260.11 149.496 154.244 813.077 423.125 163.87 288.055 634.065 318.066 168.083 663.462 334.009 205.831 279.371 189.648 387.49 304.44 503.448
+RABL2A 137.848 101.463 211.524 202.169 124.625 132.371 198.094 98.2543 238.901 253.537 132.952 180.218 106.9 111.98 142.416 184.089 336.011 183.829 70.4722 191.379
+RABL2B 139.289 175.95 217.449 156.468 99.4765 50.5415 224.202 90.4347 243.129 288.292 87.7863 185.68 72.9638 221.643 202.069 104.533 537.604 193.745 129.199 249.569
+RABL3 1135.45 1674.14 936.158000000001 386.522 681.805 648.616 483.63 542.608 665.433 299.877 821.883 1057.04 387.443 696.979 539.567 872.340000000001 497.992 488.94 1752.88 685.345
+RABL5 352.546 820.561 1065.92 762.2 517.501 1142.4 586.821 745.237 1229.92 726.301 706.743 1290.05 499.434 1746.11 1357.52 1114.71 1730.48 531.655 629.082 350.431
+RAC1 6362.15 8280.09 7057.32 3898.53 5697.54 4548.74 9421.05 5205.1 6191.33 6898.07 4131.68 5981.8 3921.38 8407.76 6517.26 6570.77 6400.71 6117.47 6253.23 6168.53
+RAC2 120.077 80.1234 27.8477 26.3362 168.216 23.6663 794.861 39.7777 75.5814 3246.96 102.417 233.01 87.1041 704.315 45.1431 334.875 121.374 800.153 171.482 6.4655
+RAC3 35.5427 32.2104 44.4379 343.919 24.5897 79.0213 36.0547 58.4766 68.7104 626.49 16.5394 38.835 140.272 6.1782 15.5851 12.0259 252.566 16.7811 29.5983 196.552
+RACGAP1 150.336 603.946 271.96 721.921000000001 91.6525 1427.6 976.378 415.456 1297.57 1119.75 557.888 206.917 973.416 168.356 1030.77 186.864 986.167 231.884 638.948 1791.38
+RACGAP1P 0 1.6105 0.5925 0.7746 1.1177 4.4124 4.1442 1.3599 1.0571 0.8912 3.1807 0 4.5249 0.3861 1.6123 0.9251 2.2311 0 0.4698 5.1724
+RAD1 303.554 447.322 1152.42 546.863 1121.63 1221.82 792.375 1134.51 1207.72 647.432 1019.72 623.18 1431 931.75 1353.22 563.367 896.475 790.999 904.863 1503.88
+RAD17 379.443 634.948 843.727 621.224 764.516 642.363 394.115 808.473 857.294 444.692 849.873 885.922 588.801 916.305 1000.13 649.399 708.612 617.086 1253 696.983000000001
+RAD18 92.6993 493.625 113.168 84.4307 67.0628 255.917 103.191 192.089 203.488 139.913 181.298 288.835 166.29 127.039 218.192 138.76 141.455 63.3105 135.776 246.983
+RAD21 5179.64 6415.09 2969.04 4553.83 5732.75 2806.66 2494.41 10574.7 3134.78 3731.76 4596.69 4870.74 2377.26 9161.88 3162.14 6028.68 7084.78 7738.37 4502.7 10434.9
+RAD21L1 0 1.2079 1.185 0.7746 0 0 0 0 0.5285 0.4456 0 0.6068 0 0 1.0748 0 0.8925 0 0.4698 1.2931
+RAD23A 6294.43 7674.54 5080.73 7533.69 5183.4 5810.67 4103.19 7335.07 5612.05 3557.54 7286.9 5198.42 7151.58 4756.83 7347.04 7012.03 6106.2 7159.42 3176.42 6524.14
+RAD23B 3585.01 3194.87 2370.02 3192.1 3582.83 3183.71 2910.9 3927.11 3911.21 4290.97 2590.33 4687.5 3126.13 4548.7 5978.77 3542.09 5524.32 1530.13 3286.82 4866.81
+RAD50 941.883 1223.59 1496.07 579.396 1491.03 1294.42 561.542 1118.87 1023.26 522.223 1365.14 1708.74 451.358 2002.51 1688.57 958.372 1390 1046.53 1829.93 784.052
+RAD51 22.5744 57.9788 15.9976 65.8404 7.824 279.182 286.365 38.0778 352.009 287.847 122.773 7.8883 193.439 8.495 132.742 10.1758 120.928 32.0366 67.6533 298.276
+RAD51AP1 28.8184 144.142 48.5854 175.833 16.7657 486.161 291.753 186.309 313.954 376.963 170.483 44.2961 140.837 43.2474 230.015 63.8298 176.707 47.2921 62.9551 556.897
+RAD51AP2 3.8425 6.0395 8.8876 3.0984 0 0 6.2163 0 0 0.8912 0 2.4272 0 1.1584 3.7619 0 19.6341 8.3905 1.4094 1.2931
+RAD51C 242.555 204.939 277.885 254.841 362.139 429.603 254.869 201.608 334.567 371.616 281.807 408.374 600.679 245.97 295.042 263.645 368.139 147.979 269.204 409.483
+RAD51L1 93.1796 70.0577 66.953 99.1479 41.9143 44.5247 65.8931 84.3151 57.0825 33.4187 59.7964 45.5097 62.2172 31.2772 70.4017 61.0546 85.2298 28.9855 60.1362 37.5
+RAD51L3 126.186 220.239 81.1732 99.1479 86.2595 268.752 205.553 110.154 118.922 104.293 88.9504 167.476 144.796 64.0989 119.844 55.5042 153.521 85.431 114.165 185.345
+RAD52 104.284 170.715 137.461 234.702 126.861 97.0718 130.129 111.853 110.465 96.6915 111.959 142.597 49.7738 152.138 122.531 132.285 84.3373 154.844 72.2434 101.724
+RAD54B 31.22 106.959 18.0477 194.423 52.9964 156.53 45.172 194.397 69.7304 139.601 161.578 65.534 86.3688 71.9452 81.6875 40.7031 180.165 164.5 49.3305 219.431
+RAD54L2 14.4092 517.783 125.611 37.9551 27.9428 64.1797 42.271 50.3171 101.48 10.694 41.9847 96.4806 21.4932 64.8711 49.4424 24.9769 40.1606 29.7483 87.3855 93.9655
+RAD54L 30.2594 31.4052 50.9554 221.534 12.2948 241.877 255.284 50.997 336.152 614.905 153.944 7.2816 110.294 14.2871 140.266 10.1758 107.541 52.6316 34.2965 112.931
+RAD9A 391.374 230.393 307.35 1177.4 239.481 670.421 419.296 983.032 522.918 401.769 487.303 200.583 484.508 348.462 229.848 237.234 387.885 484.485 202.401 322.698
+RAD9B 14.8895 23.7552 18.3676 24.787 17.8834 34.4966 24.0365 14.6191 21.1416 30.2997 25.4453 25.4854 13.5747 23.5544 33.3199 37.0028 66.4882 24.4088 7.517 11.6379
+RADIL 9.1258 16.1052 58.0655 99.9225 23.472 147.212 153.336 56.4367 66.5962 24.9527 17.8117 15.1699 23.19 18.5346 172.511 17.5763 292.726 29.7483 77.9892 61.6379
+RAE1 578.77 776.271 580.655 347.018 833.255 492.98 1009.95 731.977 611.522 938.398 656.489 736.65 1512.44 1115.94 1268.84 580.019 1336.9 639.97 601.832 807.759
+RAET1E 10.5668 159.039 563.472 33.3075 388.964 37.3045 2.0721 50.6571 80.3383 240.615 24.173 18.2039 676.471 344.821 471.853 31.4524 82.9987 20.595 802.913 141.81
+RAET1G 116.676 85.7603 505.347 436.816 182.187 284.344 35.6403 557.557 49.0698 386.312 297.71 57.6456 4596.14 3114.95 1072.13 825.162 915.6 57.2082 1369.45 173.276
+RAET1K 0 5.6368 0.5925 15.4919 0 3.209 15.3336 3.7398 5.814 8.9117 6.3613 0 11.3122 0.3861 2.6871 14.8011 2.6774 6.865 2.3491 2.1552
+RAET1L 0 0 0 0 0 0 0.8288 0 0 0 0 0 0 0.3861 1.6123 0.9251 0.4462 0 0.4698 0.8621
+RAF1 1968.78 3530.26 1662.57 1680.87 1695.57 1632.97 2255.28 1899.13 2085.1 1202.18 2253.18 2563.11 1356.33 1290.47 1457.48 1703.05 1414.55 1725.4 1874.09 2379.74
+RAG1 36.0231 114.347 21.3302 10.8443 71.5337 16.446 10.3605 18.6989 3.1712 8.4661 29.8982 27.9126 12.4434 47.4949 6.9864 39.778 48.639 54.1571 51.2098 78.8793
+RAG1AP1 4395.77 1394.71 799.881 700.232 921.555 2991.58 641.525 588.506 942.917999999999 2529.58 646.947 788.835 3656.67 476.108 612.656 640.148 346.72 1080.85 2249.94 1918.97
+RAG2 0.4803 0 0 0 1.6766 0 0 0.34 0 0 0 0.6068 0.5656 0.3861 0 0.9251 0 0 0 0.8621
+RAGE 264.649 357.938 171.234 392.719 118.478 335.339 230.419 188.009 159.091 325.721 164.122 138.956 151.018 140.168 220.879 137.835 383.757 218.154 93.9629 67.2414
+RAI1 1146.49 2694.4 1568.36 1051.12 272.722 963.498 1055.95 1792.72 849.366 436.226 823.791 1079.49 726.81 1214.79 965.74 835.338 826.416999999999 778.795 612.168 946.983
+RAI14 212.296 990.873000000001 871.574999999999 785.438 484.529 835.138 3662.25 2035.12 1238.9 767.74 1739.19 643.811 493.213 1651.9 221.416 779.833 1192.32 1977.88 572.704 953.448
+RAI2 81.6523 131.257 183.677 316.034 87.1816 36.9033 102.362 282.184 97.2516 10.694 550.891 294.296 24.3213 465.682 239.151 1314.52 278.001 835.24 446.793 31.4655
+RALA 1190.68 3596.7 1827.88 947.328 1032.77 1213.8 3580.61 1048.5 3045.98 1648.66 1313.61 5009.1 848.982 1861.57 1877.74 2902.87 1928.6 1395.12 2343.43 1041.38
+RALB 1778.1 870.487 984.15 670.798 1701.72 2565.58 1692.91 847.911 1358.88 1562.66 1057.89 1114.08 1628.96 1248 2657.53 927.845 1772.87 852.784 1667.37 3169.83
+RALBP1 2515.85 4671.72 1292.85 444.617 1343.49 2082.63 1569.42 3574.55 819.767 700.902 371.501 1199.03 1667.42 1476.2 858.793 754.857 2489.51 694.889 1500.12 3242.67
+RALGAPA1 836.215 438.464 727.596 697.134 262.104 354.593 148.363 695.26 439.218 266.013 413.486 304.612 277.149 427.068 455.73 421.832 693.44 369.184 835.33 634.914
+RALGAPA2 8.6455 238.76 68.1381 22.4632 102.271 34.8977 30.6672 40.1177 40.6977 16.041 12.7226 90.4126 11.8778 32.0494 48.3676 48.1036 17.8492 38.9016 30.0681 6.8966
+RALGAPB 1490.87 3836.26 1250.78 1686.29 1630.18 1012.03 1058.85 1962.37 1363.11 887.602 1942.11 2028.52 1502.26 2553.91 2076.58 1650.32 1898.71 2010.68 1554.62 1711.64
+RALGDS 1630.64 1630.95 3066.8 4563.9 2165.57 1774.97 663.904 3706.11 4121.75 1549.74 5580.15 8546.64 533.371 2772.16 2476.42 8730.56 3165.1 2173.91 1877.38 653.879
+RALGPS1 129.203 216.213 168.864 120.837 70.9748 328.921 115.624 127.833 252.643 48.123 53.4351 503.034 400.452 231.683 119.307 38.8529 752.343 35.0877 93.9629 449.138
+RALGPS2 674.352 1267.48 209.154 285.825 243.661 208.584 159.552 569.467 346.723 275.816 220.738 146.845 189.48 274.93 174.123 234.043 548.862 472.921 299.742 233.19
+RALY 3772.33 2757.62 1376.39 2246.32 2109.13 1754.91 5026.94 3701.02 2100.95 6025.62 3751.91 3670.51 4882.35 2799.11 2152.9 3664.2 5056.67 4069.41 1434.81 4712.93
+RALYL 0 4.0263 11.8501 31.7583 333.637 0.4011 1.6577 371.598 7.9281 0 0 27.9126 90.4977 366.058 60.7282 1.8501 213.298 0 4.2283 228.017
+RAMP1 52.3535 27.7815 14.2201 277.304 15.648 12.8359 46.0008 76.1556 17.9704 2086.67 50.8906 19.4175 74.095 83.0196 5.9116 98.0574 21.8652 330.282 4.2283 2.5862
+RAMP2 235.351 252.449 247.667 391.944 353.197 321.701 614.173 347.8 152.22 157.291 441.476 199.636 613.122 279.95 243.988 805.735 193.663 309.687 207.188 131.035
+RAMP3 238.232 173.534 194.934 91.402 452.115 214.2 2477.83 148.571 143.235 148.379 449.109 510.315 202.489 443.286 291.28 1225.72 141.455 342.487 635.659 83.6207
+RAN 3970.22 5697.62 5884.17 7157.24 5660.1 11620.5 6339 10550.6 8092.49 10172.7 7998.09 2419.3 15794.7 7615.41 32449.3 2825.16 10430.2 7170.1 7808.79 13064.2
+RANBP10 504.323 622.064 1624.65 1487.22 3215.1 876.855 465.81 565.387 708.774 600.201 648.855 831.918 744.344 945.651 3538.9 571.693 625.167 626.24 891.708000000001 530.603
+RANBP1 982.709 504.899 850.837 679.318 723.161 486.964 1188.98 316.182 1229.92 2509.08 424.936 576.456 1394.8 786.948 1729.95 350.601 2896.47 729.214 640.827 1229.74
+RANBP17 82.1326 49.5235 178.344 866.77 85.5051 190.935 2.4865 55.7568 263.214 65.5007 381.043 49.1505 69.0045 187.663 240.763 101.758 206.158 155.606 160.207 87.931
+RANBP2 1839.1 2254.33 1628.8 1467.85 2741.75 1803.05 1259.43 1377.26 1616.81 1953.44 1360.69 1154.13 1554.3 1566.17 2356.04 1185.94 1432.4 1709.38 1756.17 2494.83
+RANBP3 3165.23 1733.73 3143.24 5023.24 2113.6 2948.66 1406.13 3842.8 3115.22 896.513 4279.26 1629.85 3060.52 2546.19 3237.94 2256.24 2785.81 4308.16 1537.23 2448.28
+RANBP3L 4.8031 2.4158 2.9625 25.5616 4.4709 31.2876 42.271 30.9382 9.5137 0.4456 41.9847 6.6748 14.1403 3.8614 2.1497 51.8039 38.822 73.2265 8.9265 47.8448
+RANBP6 466.378 662.73 664.198 949.651 505.206 531.889 293.825 269.944 1020.61 613.568 525.445 1311.89 504.525 1180.42 1633.75 1043.48 584.561 493.516 807.141 603.879
+RANBP9 1915.47 1128.17 891.126999999999 637.49 1355.23 1745.69 679.652 1710.78 1420.19 964.242 1115.78 694.175 1364.25 735.592 819.562 974.098 1030.34 665.141 2171.95 2373.28
+RANGAP1 2267.05 3144.95 2450.6 3353.21 3017.83 8723.23 3251.14 2105.16 4033.3 4790.46 1403.94 1342.23 5247.74 2590.98 2739.76 897.317 6112 2483.6 4616.4 7146.12
+RANGRF 794.26 363.813 325.487 491.201 623.013 482.483 596.017 363.653 497.378 404.309 507.818 1009.47 275.441 275.22 285.686 546.79 338.291 660.298 561.912 231.737
+RAP1A 2485.59 1340.36 1089.62 1458.56 2139.86 1277.18 1664.73 2080.68 2411.21 1220.45 2720.74 1222.09 804.864 1225.6 1300.55 1395 1382.86 1617.09 3213.06 1612.93
+RAP1B 3067.24 3382.1 2178.64 3049.57 2637.8 2563.58 5499.38 2956.81 3048.1 1856.3 2482.82 2387.14 2089.37 2433.83 3999.46 3803.89 3112.45 2903.13 4077.52 10965.5
+RAP1GAP2 121.518 2084.01 679.603 683.966 171.569 455.676 26.9374 226.427 500 144.369 372.137 1061.29 1177.6 43.2474 184.872 45.3284 513.164 386.728 472.633 179.741
+RAP1GAP 3172.43 2356.19 8668.35000000001 4047.25 3573.89 5393.5 46.8297 2504.63 2243.13 153.726 261.45 3305.22 6971.15 2563.95 14067.4 95.2821 3866.13 1127.38 9891.94000000001 1593.97
+RAP1GDS1 670.989 885.787 606.725 927.963 428.643 520.658 965.603 674.181 684.461 550.295 827.608 1146.24 403.846 1312.48 807.201 802.035 451.138 717.01 1295.75 491.379
+RAP2A 621.518 648.235 661.235 499.613 473.911 559.166 1283.88 887.008 975.687 426.423 615.776 546.723 337.67 590.018 578.799 512.488 412.762 466.819 970.167 778.017
+RAP2B 351.585 220.642 367.945 343.919 235.838 123.145 2040.61 189.709 340.38 1331.85 370.865 560.68 196.267 246.742 263.872 966.697 213.298 660.564 280.479 83.1897
+RAP2C 763.689 1079.45 1664.35 1098.37 1734.13 809.466 1180.27 752.716 1660.15 822.547 1702.93 819.782 407.805 1484.7 811.501000000001 1666.97 1127.62 2033.56 2372.09 943.103
+RAPGEF1 1968.78 2034.49 2104.58 1689.39 1870.49 3692.74 2110.24 2434.6 2778.54 1593.85 1234.73 2186.89 3130.66 2453.52 3673.79 1251.62 3215.08 1457.67 1809.73 1782.33
+RAPGEF2 814.601 1635.08 453.266 900.852 708.63 422.784 799.005 999.202 828.224 233.486 565.522 745.752 207.014 1176.18 338.036 1170.21 428.826 828.375 976.274 501.724
+RAPGEF3 128.449 204.246 437.666 174.121 566.832 405.199 265.168 296.283 215.069 27.2519 240.153 232.53 281.555 226.427 414.01 498.427 140.214 369.199 564.092 55.3534
+RAPGEF4 284.342 90.9945 1124.57 154.919 2292.99 169.675 71.695 194.469 227.801 12.9219 163.486 273.665 43.552 266.049 459.492 497.687 147.256 141.876 681.231 344.828
+RAPGEF5 170.989 562.877 481.706 106.119 291.164 587.645 136.759 434.155 1458.77 75.3036 363.868 154.733 122.172 167.584 147.252 222.942 231.147 263.921 812.779 548.276
+RAPGEF6 38.4246 212.589 195.527 82.1069 45.8262 122.744 48.9018 130.892 147.463 47.6774 72.5191 135.922 14.1403 170.287 98.8849 85.1064 110.665 71.701 116.984 164.224
+RAPGEFL1 154.179 24.1578 276.7 317.583 34.6491 24.0674 110.236 67.996 86.6808 173.777 125.954 63.7136 76.3575 53.6731 106.409 97.1323 116.02 76.2777 19.7322 138.362
+RAPH1 300.672 767.816 141.609 230.829 154.803 866.426 1054.7 680.3 130.021 494.152 256.361 354.369 256.222 234.386 159.076 1048.1 880.857 230.358 256.519 408.19
+RAPSN 23.5351 55.9656 537.994 65.0658 31.8548 7.6213 4.1442 46.9173 88.7949 0.8912 5.7252 5.4612 42.9864 35.9108 0 3.7003 21.419 16.7811 28.1889 7.7586
+RARA 378.002 480.741 975.855 595.662 224.101 184.115 1535.43 725.178 539.641 724.518 449.109 609.83 224.548 399.652 376.73 992.599000000001 452.923 359.268 435.988 192.672
+RARB 37.464 256.878 24.8852 21.6886 136.92 36.5022 222.959 90.4347 36.4693 9.3572 93.5115 154.126 16.4027 67.188 11.8232 223.867 77.1977 104.5 89.7346 34.4828
+RARG 1059.08 1498.19 171.826 944.229 209.012 495.387 1109.82 1365.36 102.537 1506.52 489.822 949.636000000001 182.692 783.473 304.178 1042.55 666.667 601.831 172.892 208.621
+RARRES1 75.8886 54.3551 273.145 14.7173 6.7063 14.0393 32.7393 4.4197 1.5856 871.561 7.6336 15.1699 4.5249 11.198 10.7484 61.0546 56.2249 23.6461 4.6981 22.4138
+RARRES2 783.862 2536.97 10217.2 2775.37 13615.4 1344.56 11511.8 3333.17 29.0698 1215.11 272.265 19641.4 7729.07 18281.7 110.171 17973.2 14394 43711.7 5372.8 81.0345
+RARRES3 56.6763 31.4052 36.1428 96.0496 118.478 116.727 1150.85 15.9791 27.4841 1706.14 139.313 163.835 80.8824 20.4653 37.6192 224.792 65.5957 820.747 32.4172 6.0345
+RARS2 669.548 907.932 554.585 254.067 1652.54 1216.21 822.627 622.504 959.302 299.877 714.377 395.024 1201.36 759.147 635.228 424.607 634.984 274.599 1286.82 1766.81
+RARS 707.493 804.053 1401.27 1049.57 1548.59 1545.13 1264.82 901.628 1864.16 1720.84 2223.92 1436.29 1847.85 1513.27 2289.4 1377.43 1741.19 1261.63 1850.13 963.362
+RASA1 214.88 1062.59 1162.51 669.249 938.438 595.503 656.461 752.22 780.824 481.729 634.714 980.582 391.663 913.289 1650.52 724.117 522.133 443.417 1959.26 547.009
+RASA2 31.7003 165.481 36.1428 31.7583 5.0297 8.0225 20.3067 11.2193 11.6279 103.821 15.2672 57.0388 0.5656 10.8119 4.2993 15.7262 8.9246 19.8322 15.9737 40.5172
+RASA3 101.825 139.31 78.8031 655.306 58.68 62.9763 756.32 167.27 74.5243 675.95 85.2417 294.296 100.113 75.683 73.6262 184.089 163.32 167.811 76.1099 17.2414
+RASA4 170.989 392.448 102.859 145.476 420.339 146.907 574.72 161.582 81.8869 167.005 68.5433 97.9248 98.4163 124.946 72.2934 230.768 77.1977 257.818 58.6845 53.4095
+RASA4P 67.243 231.702 283.087 225.399 291.086 620.405 121.645 103.3 147.389 133.238 67.1692 133.702 748.218 71.3119 42.6871 164.394 158.795 115.568 74.879 61.6336
+RASAL1 1245.44 1501.41 3719.15 3694.04 1.1177 2655.84 3.3154 3151.96 4457.19 6.6837 4203.56 31.5534 604.638 2406.02 3105.2 716.929 348.059 993.898 4902.51 3121.12
+RASAL2 446.686 661.804 812.917 284.276 639.667 754.332 536.262 361.399 635.307 1239.72 340.967 422.33 440.045 591.949 1186.96 351.526 460.875 453.341 292.225 598.276
+RASAL3 73.9673 37.042 259.517 84.4307 38.0023 54.1516 292.996 86.355 56.0254 241.952 102.417 92.8398 79.1855 85.7226 52.6669 125.809 79.8751 289.855 46.9814 13.3621
+RASD1 217.579 83.3445 3957.93 2513.56 316.872 464.501 1209.28 92.1346 3165.43 5302.44 750.636 329.49 451.923 105.802 499.798 176.688 216.868 331.045 1168.9 581.466
+RASD2 131.124 31.4052 318.175 492.641 59.7977 67.3887 157.066 126.813 1062.37 78.8682 136.132 84.3447 62.7828 114.297 25.796 74.0056 355.199 427.155 269.673 56.8966
+RASEF 0 1.2079 0.5925 0 0 0 4.1442 0 0.5285 0.4456 0 1.8204 0 0.3861 0 2.7752 7.5859 0 0 0
+RASGEF1A 3.8425 34.2236 3.555 53.4469 1751.46 5.2146 5.3875 6.1196 1.0571 131.001 5.0891 37.0146 14.1403 83.4057 5.9116 5.5504 6.6934 144.165 15.9737 15.0862
+RASGEF1B 36.5034 24.9631 17.7751 17.0411 29.6194 8.0225 208.04 12.5793 56.0254 29.8541 19.084 109.83 9.0498 26.2574 21.4967 27.7521 22.3115 47.2921 70.4722 8.1897
+RASGEF1C 10.0865 2.4158 6.5176 116.189 14.5303 16.8472 2.4865 25.8385 42.8118 8.4661 670.484 2.4272 11.3122 9.2673 9.1361 6.4755 71.3967 32.7994 13.1548 0
+RASGRF1 13.4486 446.92 8.8876 134.779 12.2948 2.0056 121.426 110.494 921.776000000001 2.2279 924.936 3.6408 44.6833 5.4059 3.2245 2.7752 1532.8 82.3799 1552.74 30.6034
+RASGRF2 25.4563 39.4578 21.9227 56.5453 57.5622 60.5696 71.695 81.2553 39.6406 5.347 34.9873 118.325 37.8959 24.7128 33.3199 111.008 25.8813 55.6827 40.8739 15.5172
+RASGRP1 6.244 28.5868 65.1755 22.4632 69.8571 42.9202 36.4691 3.7398 28.0127 47.6774 10.1781 48.5437 114.819 96.1483 30.6328 41.6281 44.6229 86.1937 16.4435 9.4828
+RASGRP2 87.4159 35.8341 18.3676 119.287 58.1211 48.1348 96.9747 120.353 38.5835 28.5173 56.6158 70.3883 107.466 54.4454 20.9593 52.729 82.1062 112.891 84.0968 5.1724
+RASGRP3 94.6206 175.547 120.871 136.328 172.128 257.12 168.255 280.824 82.4524 72.6301 141.221 118.325 113.688 108.505 171.436 244.218 76.7515 101.449 173.362 31.8966
+RASGRP4 16.8108 12.0789 9.4801 8.5205 63.1508 2.4067 198.923 4.7597 9.5137 52.5788 16.5394 36.4078 33.371 6.5643 9.1361 16.6512 8.9246 64.836 20.6718 1.2931
+RASIP1 507.685 726.345 526.144 773.044 504.648 299.639 316.204 385.878 484.144 110.505 1219.47 238.471 636.878 524.375 591.697 438.483 768.407 1061.78 269.204 514.655
+RASL10A 4.3228 3.6237 20.1452 34.0821 5.0297 5.6157 17.8201 2.0399 12.685 0.4456 8.2697 5.4612 11.3122 13.901 6.9864 8.3256 17.4029 9.9161 5.6378 2.5862
+RASL10B 16.3305 307.61 86.5057 117.738 5.5886 77.4168 46.8297 279.124 9.5137 40.9937 64.2494 15.1699 1070.7 99.2374 32.2451 10.1758 68.2731 97.6354 57.3174 459.914
+RASL11A 33.6215 18.521 29.0327 28.66 24.5897 25.6719 57.6046 16.999 22.7273 15.5954 80.1527 43.6893 10.181 26.6435 45.6805 145.236 62.9183 70.9382 37.1153 8.1897
+RASL11B 2098.46 286.673 27.2552 295.895 3.912 15.2427 981.351 755.436 41.7548 33.4187 491.094 3.6408 14.1403 120.861 131.667 189.639 67.3806 1898.55 70.4722 11.2069
+RASL12 139.769 76.9024 64.583 151.046 53.0914 153.229 148.363 245.806 235.729 51.2421 157.125 106.796 178.167 88.0394 26.3335 205.365 88.3534 135.774 92.5534 33.1897
+RASSF10 0 0.8053 0 0 0 0 0 0 0 298.541 0 0 0.5656 0 0 0 0 0.7628 0 0.431
+RASSF1 327.089 448.933 245.889 374.129 483.411 286.001 1736.01 328.421 631.607 371.616 337.15 435.68 410.068 337.87 540.105 313.599 282.463 454.615 262.626 522.414
+RASSF2 208.934 335.794 51.5479 175.058 198.953 103.089 1423.95 164.55 66.5962 132.338 237.277 222.694 175.905 76.8414 88.1365 143.386 145.917 327.231 142.354 48.7069
+RASSF3 30.2594 199.302 91.8382 37.1805 102.271 275.973 81.2267 76.1556 57.0825 18.2689 23.5369 55.2184 7.9186 92.2869 23.109 46.2535 93.2619 43.4783 60.6061 1024.57
+RASSF4 314.601 143.739 82.9507 434.547 494.588 172.483 2280.15 188.349 123.15 1014.73 309.415 679.005 178.733 130.391 63.9527 1556.89 140.562 470.633 253.23 56.875
+RASSF5 356.868 855.59 1712.34 1010.84 83.8285 1016.85 480.729 246.146 499.471 415.729 344.784 348.301 3551.47 500.434 199.919 822.387 381.526 2107.55 1030.3 569.828
+RASSF6 0 4.8316 0.5925 0 0 0 2.901 0 0 2.2279 0 0.6068 0 0 0 2.7752 0 0 1.4094 0
+RASSF7 469.26 93.8129 150.496 657.63 246.456 263.538 220.058 80.2353 279.07 586.387 105.598 165.655 286.765 70.6632 42.9934 83.2562 165.997 218.154 97.2516 328.879
+RASSF8 775.216 3579.79 1752.63 1151.82 581.77 884.878 1969.75 1921.23 794.398 241.952 452.926 1665.05 328.62 1384.69 2252.32 1369.1 1186.52 563.692 775.194 626.293
+RASSF9 0.9606 7.65 26.0702 6.9713 0.5589 0.8022 82.47 7.1396 57.611 12.0307 5.7252 41.8689 0 32.4356 177.885 25.9019 1.3387 1.5256 34.7663 146.983
+RAVER1 1892.89 1039.59 2852.32 3333.85 1245.69 2539.91 1827.6 2615.13 2092.49 1763.17 2116.41 1441.75 2290.16 1853.85 2590.35 2020.35 3142.79 2430.21 742.307 2234.48
+RAVER2 834.774 115.555 750.111 305.964 70.4159 444.444 106.921 131.232 346.723 798.039 310.433 479.369 194.005 371.464 92.4358 589.269 420.794 393.593 451.962 290.948
+RAX2 0 0 0 0.7746 0 0 0 0 0.5285 0 0 0.6068 0 0 0.5374 0 0 0 0 0
+RAX 0 0 8.8876 9.2951 0 0 0 0 3.1712 0.4456 0 0 0.5656 0.7723 0.5374 0 1.7849 0 0 0
+RB1 1519.21 2482.62 1144.72 905.5 953.968000000001 665.864 928.719 1920.21 1085.62 412.164 856.233999999999 981.189 658.937 981.947999999999 723.363999999999 998.15 303.436 1044.24 2094.43 1904.31
+RB1CC1 922.670000000001 1281.17 853.799 1221.53 1136.16 869.635 503.937 1886.21 776.956 917.456 1570.61 2384.1 395.362 1030.6 719.065 1233.12 1233.82 1196.8 1096.55 1507.76
+RBAK 557.113 288.283 598.88 1021.6 352.639 319.695 251.683 287.963 644.683 289.125 506.768 405.71 168.552 653.492 512.159 273.709 416.332 581.167 526.502 374.961
+RBBP4 3601.35 2851.47 2430.37 952.060000000001 1718.43 3281.95 2191.26 2758.67 2048.64 3691.36 2242.18 1667.88 2031.29 1915.22 2770.24 1984.12 2489.13 1602.56 1794.21 2578.03
+RBBP5 175.312 721.916 401.126 129.357 190.57 282.391 221.716 255.665 348.837 270.023 198.473 209.952 223.982 275.316 474.002 134.135 197.68 337.91 385.718 282.328
+RBBP6 932.757000000001 1130.59 1442.75 3641.36 657.216 2067.79 697.472 1345.98 2077.17 929.486 1580.79 1184.47 1158.94 1712.13 1547.23 1302.5 1365.46 1241.8 665.727 1212.93
+RBBP7 7575.41 3842.7 19584.7 7112.32 8415.82 10231.4 3758.39 2491.72 7952.43 5059.15 20910.9 10432 19602.9 18865.5 11563.1 9901.02 6727.35 30715.5 19638.7 27538.4
+RBBP8 332.853 654.677 298.03 152.595 124.066 457.682 941.981 181.209 353.065 509.301 96.6921 276.092 185.52 252.92 225.715 165.587 359.661 360.793 267.324 780.603
+RBBP9 882.325000000001 730.774 717.523 326.104 997 1792.62 360.962 2580.79 440.803 204.523 1029.9 1002.43 1453.05 1344.53 1107.62 1423.68 522.535 1200.61 380.55 926.724
+RBCK1 2358.31 1504.63 2090.95 2416.73 3610.21 1616.93 2482.8 1737.64 2416.49 3574.02 2115.14 4412.01 4015.84 2662.03 4917.91 2698.43 1808.12 3931.35 2194.03 668.103
+RBKS 125.36 154.61 635.728 84.4307 911.495 397.914 22.7932 142.112 110.465 185.808 388.041 361.651 209.276 509.316 195.62 511.563 181.169 241.037 193.564 345.69
+RBL1 31.22 207.355 58.0655 25.5616 63.7097 94.6651 69.2085 53.0369 69.7674 165.757 78.8804 51.5777 58.2579 65.2573 111.246 40.7031 160.196 54.1571 57.7872 176.724
+RBL2 1668.4 1894.05 1922.45 1954.76 1200.57 630.449 651.815 1453.32 951.015 767.236 1360.83 2376.06 393.965 1798.46 1893.63 1391.8 2066.26 1897.86 1142 1067.24
+RBM10 1561 1354.45 1958.82 3006.97 1091.45 1309.67 2392.87 1529.57 1824.52 2452.04 2068.07 959.345 1617.65 1755.38 1885.26 1342.28 2310.58 2006.87 1356.35 1022.84
+RBM11 0 2.4158 20.1452 108.443 89.4171 0.8022 0 57.4567 6.3425 1.3367 90.3308 73.4223 15.2715 43.2474 19.8845 75.8557 3.1236 12.9672 27.2492 3.0172
+RBM12 1486.77 2963.4 1299.69 785.825 1208.67 1531.39 1201.7 1824.09 1156.21 1342.61 1238.64 1470.52 1542.92 1289.89 1378.74 1273.65 1544.85 1196.9 1010.76 2326.58
+RBM12B 401.057 281.036 213.302 623.548 159.274 338.949 213.013 408.996 375.793 333.296 343.512 285.194 153.28 223.188 197.77 333.025 302.543 706.331 191.684 319.828
+RBM14 968.05 880.516 779.061 1408.65 787.34 1046.72 1034.96 1093.16 737.32 1653 1008.89 671.644 1314.72 813.565 995.846 666.846 1252.77 934.949999999999 713.324 948.565
+RBM15 127.762 117.568 104.873 122.386 54.2091 117.128 98.218 96.5544 202.96 328.395 127.863 74.6359 151.018 92.673 110.708 97.1323 98.6167 138.062 88.3251 82.3405
+RBM15B 1452.75 1913.64 1198.61 646.909 1052.3 964.38 2176.78 1326.56 1071.85 1312.77 962.716 1432.74 1085.57 1189.94 927.47 1298.33 995.524 961.121 989.965 1078.84
+RBM16 887.723 1124.01 1012.92 780.015 1212.92 883.51 783.489 1086.38 1075.87 497.142 1149.2 506.99 836.177 895.94 749.51 989.722 632.017 609.291 1343.74 975.47
+RBM17 1379.92 1900.42 820.619 1385.75 927.702 1855.6 1264.82 1024.36 903.806000000001 2091.57 1008.91 1365.9 659.502 1022.11 800.751999999999 782.609 1081.66 1346.3 797.745 961.638
+RBM18 509.126 556.435 650.57 567.002 748.868 597.272 610.443 821.052 1076.64 681.297 455.471 888.35 712.67 1136.79 1600.97 711.378 1360.11 398.169 1014.33 693.966
+RBM19 1033.62 1428.94 1092.58 1633.62 797.489 1079.02 1097.39 1578.53 2010.57 657.235 1432.57 1369.54 584.842 1190.85 1667.61 1080.48 1490.41 2977.12 2703.78 606.466
+RBM20 55.2354 10.0658 4.1475 109.218 25.1486 7.6213 7.0452 31.9581 84.5666 3.5647 13.9949 6.6748 5.0905 18.5346 4.8368 10.1758 45.5154 30.5111 25.37 37.5
+RBM22 700.288 643.001 788.623999999999 825.716 765.075 764.541 1314.13 839.411 760.571 1389.77 1504.45 865.291 964.932 949.126 1249.5 1024.05 865.685 1055.68 957.952 662.931
+RBM23 829.011 1553.75 1456.97 1398.14 984.147 829.924 1609.2 3330.11 2017.44 1142.03 1659.67 950.85 1751.13 1320.98 1624.61 1108.23 1838.02 1170.1 1931.41 1444.83
+RBM24 7.2046 94.6181 8.8876 10.0697 31.296 20.8584 0.8288 5.0997 13.7421 1.3367 2.5445 3.6408 8.4842 23.5544 55.8914 15.7262 19.1879 1.5256 2.8189 131.897
+RBM25 2239.67 1188.56 2066.66 4340.05 705.277 1178.5 794.861 1360.6 1580.34 1913.33 1688.3 941.748 944.005 1134.47 1375.79 1699.35 1703.26 1411.14 1838.85 1188.36
+RBM26 621.038 847.94 470.449 387.297 741.603 223.426 372.565 473.592 514.799 434.444 359.415 475.121 301.471 414.712 532.043 186.864 312.807 536.995 904.863 626.724
+RBM27 536.984 740.437 580.062 707.978 531.473 605.295 370.079 871.368999999999 754.757 777.543 832.697 734.83 375 626.701 872.229 612.396 834.895 613.272 686.399 754.31
+RBM28 405.86 504.496 478.151 323.78 314.636 371.44 618.317 376.698 448.203 714.27 304.071 376.214 134.615 498.504 526.132 337.65 552.432 501.144 558.609 222.414
+RBM33 989.913 1257.41 937.343 1250.19 661.128 883.273 868.628 805.073 993.658 746.352 778.626 1109.83 479.638 1018.63 800.215 673.451 804.105 939.741 669.955 560.345
+RBM34 739.193 630.117 487.632 388.071 611.948 1155.64 715.292 331.481 387.421 1038.21 449.109 282.494 919.682999999999 191.524 415.87 288.622 482.374 628.528 393.704 543.198
+RBM3 1873.2 2907.39 5946.38 10369.5 1394.35 2019.25 5227.1 2943.55 8087.21 2527.35 8690.2 5373.18 1813.91 5257.26 4714.77 4503.24 4346.72 3553.01 4649.28 3521.12
+RBM38 1001.44 937.323 608.502 1234.7 594.065 906.939 201.823 787.054 688.161 998.997 1706.11 476.335 1772.62 1807.51 1079.13 998.15 883.534 1338.67 808.551 1307.76
+RBM39 4554.76 3577.37 3037.18 5582.49 4155.1 3119.13 3796.52 3961.79 3123.15 3604.77 6106.23 4669.3 3401.02 4618.98 3987.64 3952.82 4189.2 5478.26 2907.68 6112.93
+RBM41 66.7627 73.6814 181.306 103.796 30.1783 55.355 48.9018 77.8555 71.3531 82.8785 164.758 94.0534 19.2308 287.673 40.3063 73.0805 128.514 147.216 112.286 114.655
+RBM42 1663.78 1298.08 2667.46 4552.29 2051.56 2049.34 2863.66 5048.37 3126.32 2598.64 4057.89 2276.7 3246.61 2433.83 4250.97 3840.89 3641.68 3019.83 1178.29 1890.52
+RBM43 117.195 248.826 337.135 49.574 832.138 561.572 159.552 224.727 279.598 159.964 198.473 153.519 172.511 598.513 640.602 359.852 251.227 187.643 340.146 321.983
+RBM44 7.2046 2.0132 1.7775 10.8443 2.2354 0.8022 4.1442 2.7198 2.6427 1.7823 2.5445 1.8204 0 2.3168 0 0.9251 0.4462 5.3394 2.8189 1.2931
+RBM45 148.895 169.507 169.456 99.9225 199.512 121.54 129.3 185.629 154.863 138.131 155.216 143.811 138.575 188.435 155.851 140.611 166.89 138.062 202.49 198.707
+RBM4 2195.73 1673.77 1887.21 1602.19 2652.42 3643.21 2464.83 2177.11 1403.27 2836.69 2512.74 1146.92 5200.55 1543.42 1352.13 1721.68 1673.6 2065.05 2050.59 2498.42
+RBM46 0 0 1.185 97.5988 1.6766 0 0 0 10.5708 0 0 0 0 0 0 0 0 0 0 0
+RBM47 2351.1 2470.54 2049.47 3095.28 4777.11 3099.48 557.397 2640.97 3011.1 983.848 1913.49 4186.29 2079.75 2782.51 2775.76 2538.39 1937.97 3598.02 7251.59 3747.41
+RBM4B 479.347 196.886 239.964 457.01 182.746 303.65 228.346 185.629 199.789 498.608 249.364 137.136 281.674 262.96 140.266 183.164 222.222 402.746 170.073 169.397
+RBM5 1903.29 2194.98 1224.25 4145.17 1787.35 1021.59 1598.67 1432.26 1109.28 914.559 1653.8 1613.54 1123.3 1222.33 1282.09 1414.71 1135.78 1390.82 1056.21 1348.45
+RBM6 2111.61 1509.16 1082.78 2553.06 1320.58 947.453 1157.81 992.644 1079.99 610.569 1344.31 1474.15 895.385 783.96 679.296 1298.04 918.786 1051.18 802.913 1064.34
+RBM7 144.572 264.931 128.573 61.9675 237.514 226.635 401.16 131.912 232.558 470.09 146.31 174.15 244.91 206.97 128.443 147.086 152.61 117.468 178.06 469.397
+RBM8A 1487.81 2202.67 1933.78 1044.55 1015.41 2599.84 1688.87 1873.17 1934.29 4159.71 1416.51 893.277 1973.6 1088.48 1664.62 886.457 1141.62 1462.13 1323.37 2039.64
+RBM9 844.861 2454.43 1376.39 1017.82 831.02 834.336 2975.55 1428.6 1246.3 1314.02 802.163 901.092 981.9 1142.97 891.576 864.015 2740.74 1556.83 1310.31 1975.86
+RBMS1 685.879 563.28 776.181 821.069 3373.26 726.434 3162.45 1109.02 861.521999999999 2178.9 1433.21 562.5 529.977 660.682 958.753 842.738 635.431 1068.65 677.472 1275.43
+RBMS2 625.994 757.811 991.29 1455.38 868.855 1347.22 1855.07 1141.13 1043.64 836.288 1082.46 680.491 915.017 937.685 998.442 1235.37 625.832 926.712 1033.38 1068.25
+RBMS3 34.5821 21.3394 4.1475 14.7173 12.8537 17.6494 41.0278 72.7558 11.0994 48.123 30.5344 7.8883 10.7466 9.6534 7.5238 60.1295 15.618 19.8322 8.9265 12.931
+RBMX2 270.893 209.77 606.725 680.093 167.098 310.469 452.549 245.806 477.801 614.905 711.196 324.636 295.249 511.246 663.711 591.119 465.863 503.433 425.182 167.241
+RBMX 2730.07 2528.12 3190.64 3115.41 1510.59 3129.16 2229.59 3269.59 3445.03 3647.99 4441.48 2541.87 2618.78 2869.39 3828.56 3342.28 4095.05 4274.6 2016.91 3063.79
+RBMXL1 540.706 361.816 188.885 184.353 248.177 273.133 387.538 341.061 330.729 775.266 209.287 237.257 147.63 166.707 195.056 282.359 325.386 275.698 232.92 450.065
+RBMXL2 0 0 1.185 68.9388 0 0.8022 0 0.34 0 0 56.6158 0 0 0 0 0.9251 0.4462 0 1.8793 0
+RBMXL3 0 0 0 0 0 0 2.4865 0 0 0 0 0 0 0 0 0 0 0 0 0
+RBMY1A1 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 42.0748 0 0
+RBMY1A3P 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RBMY1B 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RBMY1E 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RBMY1F 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RBMY1J 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33.4401 0 0
+RBMY2EP 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RBMY2FP 0 0 0 0 0 0 0.4144 0 0 0 34.9873 0 0 0 0 0 0 20.595 0 0
+RBMY3AP 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RBP1 9622.48 2482.22 7294.92 12814.1 5247.66 16326.9 1033.57 4616.25 4940.8 93.1269 16389.9 7364.68 19477.4 2759.34 9672.44 14749.3 4326.19 6167.81 7809.73 5110.78
+RBP2 0 1.6105 0 0 0 0 0.4144 0 0 0 0 1.2136 0 0 0 0 0 0.7628 0 0
+RBP3 0 18.9236 10.6651 0.7746 6.7063 54.9539 0 0 0 0.4456 0 0 2.8281 2.703 1.0748 0 0.8925 0 0 18.1034
+RBP4 0 23.3526 87.0982 114.64 1.1177 0 10.775 2.7198 0 28.0717 55.3435 1545.51 0.5656 10.4257 12.898 19828.9 1.7849 54.1571 1.4094 0.8621
+RBP5 48.9914 1778.42 787.439 706.429 630.949 56.9595 79.569 356.299 1575.58 10.2484 7004.45 100.728 67.3077 449.464 40.3063 125.809 507.363 1172.39 545.455 2049.14
+RBP7 323.727 224.265 523.182 286.599 1686.63 915.363000000001 823.871 816.633 268.499 88.2255 559.796 151.092 638.009 501.207 827.623 411.656 140.562 453.852 830.632 268.103
+RBPJ 517.291 252.047 340.098 1043.38 380.581 184.918 1006.22 479.032 489.958 420.185 481.552 376.214 436.652 353.702 260.648 819.611 636.769 749.809 462.767 162.069
+RBPJL 0 0 0 0 0 0 0.4144 0 0.5285 0 0 0 0 0.3861 0 0 0 0 0 0
+RBPMS 2825.65 1035.16 334.765 1429.9 994.765 467.308 1038.54 3876.45 405.391 77.9771 3543.26 621.359 1380.66 758.374 307.403 694.727 725.569 4462.24 418.135 783.19
+RBPMS2 485.111 220.642 17.7751 235.476 26.8251 37.3045 131.372 274.024 26.9556 193.383 138.677 255.461 203.054 110.049 3.7619 59.2044 232.039 35.0877 384.308 280.172
+RBX1 1984.45 570.028 1032.65 2119.97 1052.2 1233.28 1241.72 759.448 1119.85 3221.28 805.929 939.8 1621.49 895.743 1190.78 912.1 2205.5 1240.11 955.011 1728.33
+RC3H1 632.085 372.836 505.407 367.932 489.558 417.168 399.088 356.979 455.603 462.961 433.206 465.413 250.566 580.751 240.226 410.731 363.677 616.323 559.079 494.828
+RC3H2 111.431 466.649 92.4308 97.5988 87.1816 183.313 102.362 191.409 161.734 104.712 68.0662 191.141 116.516 150.208 121.456 88.8067 133.423 61.0221 227.39 188.362
+RCAN1 265.13 509.327 869.797 245.546 1594.98 625.752 1861.58 555.188 623.679 1336.3 434.478 532.16 372.738 388.454 853.957 735.43 598.394 571.32 832.981 251.724
+RCAN2 178.674 285.062 127.981 58.8691 67.0628 159.647 348.943 186.649 612.579 19.6057 167.939 289.442 79.7511 167.97 63.9527 922.294 2321.29 161.709 156.918 62.931
+RCAN3 1.9212 2.4158 3.555 7.7459 40.2377 10.0281 4.5586 2.7198 0.5285 111.841 4.4529 21.8447 3.9593 6.5643 9.1361 31.4524 3.5698 9.1533 1.8793 7.7586
+RCBTB1 491.835 1166.82 630.425 561.58 737.132 350.18 394.944 475.632 503.171 298.986 351.781 837.379 120.475 652.573 745.936 359.852 485.051 414.188 1502 562.931
+RCBTB2 463.497 315.26 505.407 492.641 283.899 205.776 393.701 403.557 150.634 121.644 307.252 313.714 139.14 331.306 289.668 327.475 308.344 398.932 866.338 102.155
+RCC1 145.961 140.188 718.045 728.73 155.692 405.323 554.811 322.699 529.551 1661.36 552.067 196.893 274.474 366.862 834.072 614.403 488.237 625.957 247.691 350.547
+RCC2 1304.51 1399.54 1797.66 2475.6 772.899 1378.66 3783.26 2721.2 2121.56 6194.5 1528.63 817.961 2545.25 1321.36 3413.68 1565.22 1886.66 1629.29 1144.94 1118.53
+RCCD1 536.984 287.075 632.203 616.576 186.658 259.928 84.5421 191.409 480.444 536.928 232.824 373.18 322.398 314.316 240.763 218.316 727.354 623.951 658.21 374.138
+RCE1 493.276 294.323 184.269 291.247 259.31 384.677 651.886 220.987 344.08 604.211 190.204 117.112 528.846 137.851 245.062 139.685 233.824 213.577 255.579 520.69
+RCHY1 376.081 350.288 346.615 426.801 279.987 267.148 225.446 533.089 377.907 237.941 400.763 581.918 239.819 655.276 370.818 368.178 640.339 524.79 918.017 236.207
+RCL1 245.437 391.759 292.105 265.685 336.432 427.196 320.348 196.169 312.368 736.103 313.613 841.626 291.855 856.84 823.324 389.454 298.974 317.315 297.392 151.293
+RCN1 2173.39 1402.36 2883.72 2769.95 780.164 1813.88 6682.14 1531.27 2105.71 5772.08 1744.27 1890.17 3320.7 1617.92 860.943 3402.41 2016.51 1343.25 1370.92 2017.67
+RCN2 756.004 551.604 871.574999999999 295.895 792.459 733.253 1035.64 861.85 1089.32 2141.47 697.837 846.481 1118.21 613.573 694.881 680.851 771.531 878.718 1563.54 726.293
+RCN3 117.675 204.939 901.200000000001 1998.45 247.015 190.534 319.519 191.749 446.617 158.628 330.789 54.0049 878.959 307.752 798.065 273.82 475.234 403.509 181.818 132.328
+RCOR1 631.124 644.611 1715.89 1378.78 207.336 436.422 974.72 691.86 931.818 1473.54 545.802 334.952 634.05 374.94 906.086 473.635 892.459 347.063 1105 481.466
+RCOR2 9.1258 32.6131 4.74 72.8118 1.6766 3.6101 198.094 19.0389 14.7992 30.2997 10.8142 32.767 2.8281 3.8614 3.2245 13.876 178.492 12.2044 19.7322 3.8793
+RCOR3 802.594 1695.07 683.751 1079.01 468.322 727.236 403.233 684.38 686.575 612.677 607.506 632.282 696.833 536.731 558.914 532.84 439.09 728.452 537.468 766.809999999999
+RCSD1 104.227 114.347 31.9953 82.1069 192.806 83.8347 675.922 147.551 121.036 400.579 83.9695 256.068 57.1267 67.9602 74.1636 246.069 63.8108 383.677 212.356 16.3793
+RCVRN 0 0 0 2.3238 0.5589 0 21.1355 0 0 0 0 0 0 0 0.5374 2.7752 0 0.7628 0.4698 0
+RD3 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+RDBP 2004.07 1642.8 964.005 855.151 1913.53 2072.33 1690.75 1256.47 2500.6 2609.25 1782.89 1216.75 3637.44 987.226999999999 1116.6 1215.28 1092.82 1389.54 1678.04 1910.15
+RDH10 172.911 115.958 174.789 325.329 321.901 94.6651 437.215 188.689 186.575 778.434 293.893 324.029 999.434 273.772 151.552 224.792 294.511 263.158 237.726 432.328
+RDH11 3529.3 2917.06 14130.1 3418.28 3281.05 7073.41 1898.05 10225.9 7623.15 1412.5 3018.45 3109.22 15254 4103.1 5725.11 3617.02 6900.94 4866.51 22213.3 6956.9
+RDH12 145.053 3.6237 512.517 8.5205 15.648 4.8135 27.3518 108.794 28.0127 1.3367 13.3588 41.2621 1.1312 89.1978 18.8096 2.7752 8.4784 2038.14 214.235 3.4483
+RDH13 79.2507 190.847 330.025 221.534 431.996 619.735 34.397 500.451 574.308 178.679 433.842 780.443 864.819 459.504 386.403 261.795 238.362 411.899 122.833 349.138
+RDH14 469.741 187.102 341.283 298.993 445.968 334.938 331.123 461.38 357.822 463.852 470.738 645.631 504.525 533.449 400.376 874.191 448.014 348.589 436.927 500.862
+RDH16 4.3228 2.4158 11.8501 12.3935 10.0594 15.6438 9.1173 4.7597 17.9704 2.2279 15.2672 9.7087 6.7873 12.7425 10.7484 3.7003 4.0161 9.1991 1.4141 3.0172
+RDH5 18.732 29.4041 148.02 217.661 11.736 13.911 86.7882 13.9392 61.8763 20.9424 27.7036 18.2282 36.1991 19.2297 9.6628 14.8011 42.3918 39.1991 17.7778 19.1638
+RDH8 0 0 0.5925 0 0 0 1.6577 0 0 0 0 1.8204 0 1.5446 3.7619 0 1.3387 0 0 0.431
+RDM1 0.4803 6.0395 4.74 5.4222 0 23.6663 4.1442 0.34 5.2854 14.7042 5.7252 6.068 2.8281 2.3168 8.5987 8.3256 16.0643 3.8139 4.2283 3.4483
+RDX 1365.99 7251.37 3400.39 1929.51 15017 5553.15 943.224 1479.25 4032.24 1560.88 3988.55 2334.34 2656.11 3285.65 1830.44 4208.14 1231.59 2855.07 5371.39 8287.5
+REC8 24.4957 93.4102 89.4682 306.739 32.4137 29.282 150.85 56.4367 60.7822 105.603 139.949 28.5194 106.335 35.1385 46.2179 13.876 249.442 151.792 7.9868 71.1207
+RECK 197.887 390.954 147.534 374.903 228.572 271.159 617.489 301.223 390.063 185.808 165.394 441.748 95.0226 327.059 268.171 470.86 145.917 146.453 209.067 233.19
+RECQL4 269.933 93.8129 93.6158 1277.3 24.0308 373.045 572.317 512.01 430.761 1695.89 391.221 179.612 358.597 226.277 302.029 102.683 735.832 203.661 90.2044 809.483
+RECQL5 814.121 464.233 525.552 953.524 796.93 319.294 639.453 691.86 561.311 798.931 541.349 759.709 635.747 464.91 739.487 684.551 676.93 632.342 429.88 493.966
+RECQL 270.072 880.053 798.033 435.035 449.902 531.833 1513.2 755.273 1066.86 843.386 545.592 460.977 449.695 713.826 971.974 370.796 1051.23 371.426 404.346 1382.53
+REEP1 334.294 55.1604 31.9953 92.9512 245.897 9.2258 36.8835 19.7189 103.066 15.5954 31.1705 10.9223 85.4072 8.8812 8.5987 115.634 91.0308 1.5256 83.627 161.207
+REEP2 5.2834 31.8078 124.426 177.382 44.7085 36.9033 143.39 42.4975 112.579 78.4226 22.2646 387.136 122.172 32.0494 12.898 114.709 61.1334 30.5111 89.2647 106.466
+REEP3 356.868 737.619 297.437 280.403 240.867 868.03 182.346 350.52 237.844 1687.42 404.58 200.85 243.778 281.108 220.879 271.97 167.782 240.275 736.199 596.552
+REEP4 359.27 226.278 562.287 1735.09 150.891 1131.97 774.14 806.093 1027.48 872.452 726.463 445.995 910.068 364.9 665.861 315.449 624.721 723.112 446.793 762.5
+REEP5 7033.52 3447.44 7897.78 9074.99999999999 10293.6 5914.4 3108.54 6242.24 6707.48 5485.92 11233 6737.46 5343.26 10536.4 10921.7 8598.95 8216.31 5764.48 13606 5380.31
+REEP6 189.721 1126.56 6631.31 10080.6 14748.8 2487.77 287.194 1389.84 7318.18 121.199 9306.62 2494.54 601.244 5016.31 3672.18 4991.67 3587.24 8361.56 3351.66 1826.29
+REG1A 0 0.4026 2167.38 0 0 0 0 0 108.351 0 0 0 0 0.3861 14.5103 0 58.456 0 0 0
+REG1B 0 0 8.2951 0 0 0 0 0 10.5708 0 0 0 0 0 1.6123 0 46.4079 0 0 0
+REG1P 0 0 70.5081 0 0 0 0 0 2.6427 0 0 0 0 0 0 0 0 0 0 0
+REG3A 0 2.0132 4654.72 0 0 0 0 0 469.345 0.4456 0 4.2476 0 0.3861 1.0748 1.8501 28.1124 0 0.4698 0.8621
+REG3G 0 0 7.7026 0 0 0 0.4144 0 44.926 0 0 779.733000000001 0 0.3861 7.5238 917.669 0.8925 0 0 0
+REG4 0 0.4026 0 0 0 0 0 0 0 0.4456 0 0 0 0 0 0 0 7.6278 0 0.431
+REL 8.1652 45.0946 5.3325 1.5492 10.0594 12.0337 18.2346 12.2393 5.2854 12.0307 5.0891 10.9223 4.5249 7.3366 3.7619 7.4006 4.4623 14.4928 8.4567 21.9828
+RELA 1919.79 1513.49 1466.45 1326.88 1358.02 1809.87 2229.59 1520.39 1534.88 1645.54 1354.33 1077.06 1297.51 1295.88 816.337 1450.51 1150.83 1758.96 945.736 1373.71
+RELB 241.114 196.484 239.964 136.328 89.4171 292.018 997.513999999999 782.975 688.161 776.206 276.081 359.83 203.054 267.979 600.833 118.409 286.925 562.929 143.293 284.914
+RELL1 156.58 463.198 332.395 721.727 216.278 177.296 725.997 207.969 378.34 519.55 1024.62 1024.27 282.042 369.441 117.695 1199.82 1369.44 969.352000000001 350.951 385.483
+RELL2 215.802 488.85 37.1915 393.997 69.2535 129.318 139.851 187.482 58.4197 59.726 80.9924 455.728 114.989 349.675 22.3781 57.5856 279.286 143.257 100.911 233.728
+RELN 61.9597 219.836 159.976 34.0821 2.2354 5.2146 3.3154 873.749 8.9852 0 4.4529 7.2816 678.733 977.701000000001 5.9116 3.7003 1359.21 15.2555 36.1757 731.466
+RELT 46.1095 36.2367 347.8 161.89 58.68 141.195 552.839 29.2383 204.546 559.207 56.6158 110.437 123.869 25.4851 83.8372 48.1036 158.858 123.57 100.07 120.69
+REM1 23.0548 12.4815 10.0726 13.1681 9.5006 14.8416 46.4153 6.7996 21.6702 5.7926 56.6158 47.3301 23.7557 16.6039 6.449 95.2821 18.2954 20.595 4.6981 2.5862
+REM2 5.2834 2.8184 2.9625 44.1518 3.3531 4.8135 9.5317 9.1795 14.7992 8.9117 17.8117 4.8544 4.5249 8.1089 5.3742 4.6253 19.6341 5.3394 2.3491 11.2069
+REN 0.4803 57.5761 556.955 3.873 1551.94 200.963 3.3154 3.0598 837.209 0.4456 23.5369 21.8447 8.4842 27.8019 574.5 0 41.0531 10.6789 1470.52 727.586
+RENBP 29.2988 912.763 13.0351 526.723 753.898 20.0562 784.086 10.5394 234.672 216.553 38.1679 1142.6 113.122 656.434 58.0411 86.0315 116.912 176.964 2619.69 6.8966
+REP15 40.8261 4.4289 11.8501 22.4632 8.3829 22.4629 38.5412 19.7189 44.926 62.3816 13.9949 5.4612 20.9276 17.7623 8.0613 18.5014 9.3708 17.5439 22.0813 27.5862
+REPIN1 2270.89 3385.32 4166.49 2625.1 1777.72 2960.69 1690.01 3667.71 2524.84 1918.68 1963.1 5104.37 1261.31 5443.38 2956.33 2822.39 3525.66 3822.27 3438.57 899.138
+REPS1 475.985 860.824 519.034 339.272 810.342 381.869 912.557000000001 705.458999999999 836.681 192.046 701.654 327.063 253.959 418.959 486.9 389.454 567.158 308.925 720.695 643.103
+REPS2 965.418000000001 336.599 4905.35 378.776 748.868 1587.24 472.441 58.8166 3025.37 287.401 2511.45 549.757 3664.03 2047.69 4322.45 637.373 447.568 2542.33 3397.23 1360.78
+RER1 6838.82 1882.47 4096.8 6344.42 4961.13 3742.55 4070.15 2218.62 4684.37 5802.78 3947.09 2355.03 4350.78 3285.05 6226.05 2663.6 4616.96 3698.8 4636.14 2874.28
+RERE 4855.43 2833.31 1672.05 1992.25 1938.12 2114.32 2087.44 1757.36 1166.49 2251.53 1311.7 1557.04 1175.9 1632.98 785.167 1561.52 2507.36 1479.02 1147.76 1923.71
+RERG 80.2113 135.686 1800.03 736.638 237.514 249.097 398.259 190.389 427.061 655.007 825.064 808.858999999999 65.0452 1761.56 1037.22 266.42 394.021 1384.44 410.618 25.431
+RERGL 35.5427 0 0 91.402 1.6766 23.2651 2.4865 122.053 8.9852 0.4456 10.8142 4.2476 0.5656 6.1782 9.6735 37.0028 78.0901 14.4928 1.4094 6.4655
+RESP18 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 6.865 0 0
+REST 32.1806 477.117 167.086 85.9799 47.5028 146.41 35.2259 151.291 170.19 36.5378 78.8804 157.767 12.4434 125.495 89.2113 84.1813 126.283 64.836 182.758 89.6552
+RET 1.9212 23.7552 187.824 404.338 5.5886 445.247 8.2884 16.3191 44.926 8.9117 8.9059 103.762 97.2851 99.6235 16.6599 100.833 16.5105 2.2883 309.608 11.6379
+RETN 0 0 0 0.7746 0 0 2.0721 0 0.5285 1.3367 1.9084 0 0 0 0 0 0 0 0 0.431
+RETNLB 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RETSAT 1713.74 1412.83 5447.49 470.953 2930.09 3261.53 760.464 1474.49 1376.32 1347.89 1019.72 2299.76 1436.09 1797.08 2118.5 2234.04 2253.46 1135.01 1974.63 3218.53
+REV1 4151.78 1324.65 628.648 1442.29 597.418 943.04 765.852 1515.63 525.37 639.412 1299.62 510.922 744.344 603.147 561.601 614.246 1683.62 893.974 507.4 1374.57
+REV3L 896.733999999999 740.035 444.971 302.866 483.97 452.467 482.801 319.581 541.755 209.424 359.415 208.131 337.104 400.039 254.736 366.327 336.011 244.089 373.972 800.431
+REXO1 3812.2 1374.58 2949.49 4512.01 1706.75 6304.85 1196.02 3595.63 3562.9 595.745 4400.76 1770.63 4245.48 3473.69 2564.56 1853.84 3914.32 5091.53 2193.09 3436.21
+REXO1L1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+REXO2 1220.94 989.665 991.853 727.343 1891.17 2126.35 1387.48 566.067 1327.17 1227.58 1354.33 885.316 1210.97 1242.98 922.746 791.859 785.81 959.573 1435.75 1873.71
+REXO4 705.091 570.93 473.411 737.413 777.928 531.488 1113.97 740.137 1007.93 1026.18 385.496 958.738 1169.12 754.513 1252.72 712.303 1617.14 511.823 525.722 489.224
+RFC1 1190.68 1980.54 779.144 1105.34 1069.65 1058.97 1049.73 3324.67 1829.81 612.231 1055.98 1791.87 912.896 1710.2 1144.7 1227.57 2927.71 1056.45 2117.45 1581.9
+RFC2 332.853 476.714 549.845 586.367 395.671 929.001 1358.47 349.5 928.647 1642.42 402.036 395.631 886.312 350.227 731.426 366.327 878.626 395.118 482.499 596.121
+RFC3 842.459 541.135 269.59 374.129 159.274 1205.38 276.005 877.149 522.727 335.524 488.55 222.694 279.977 448.692 587.398 236.818 543.954 521.739 521.024 1128.45
+RFC4 140.25 421.151 206.192 213.788 87.1816 466.907 385.412 180.869 371.036 1076.97 304.071 401.092 569.57 161.405 318.151 192.414 470.326 176.964 165.845 490.086
+RFC5 183.958 405.046 210.932 397.366 133.567 807.862 552.424 311.422 525.37 514.649 390.585 285.801 514.14 345.207 474.002 274.746 602.856 258.581 277.19 1672.41
+RFESD 78.2901 17.3131 44.4379 21.6886 105.065 19.2539 7.874 28.8745 52.8541 21.8336 61.0115 43.6893 95.5486 52.1286 56.4181 51.8039 57.5636 73.9893 116.509 30.6034
+RFFL 163.127 355.897 412.431 199.256 562.249 490.541 301.276 206.164 235.941 199.724 175.064 678.908 402.336 438.027 312.369 423.515 242.254 373.814 488.771 517.306
+RFK 265.13 442.088 505.407 522.076 405.73 417.569 631.579 336.92 1126.85 529.353 501.908 1014.56 299.208 873.057 574.5 765.957 892.459 501.144 780.362 544.397
+RFNG 1329.97 1095.15 879.87 1828.04 1515.62 615.323 1205.55 676.901 767.97 1099.7 788.168 1253.64 875 533.642 718.528 950.045999999999 842.481 655.988 612.168 1030.6
+RFPL1 0 1.7233 43.7802 5.7242 0.8271 5.4272 5.0725 0.748 3.3562 0 1.4313 2.4757 0.2036 7.325 2.413 0 15.1896 0 0 4.5216
+RFPL1S 2.4015 45.7871 245.955 285.523 37.734 122.531 21.8649 101.926 210.174 4.9014 111.164 73.3738 13.9367 132.071 266.296 86.0315 242.285 169.336 221.752 45.9095
+RFPL2 0 1.2079 0.5925 3.0984 0 0.4011 0.8288 0 0.5285 0.4456 1.9084 0 0 0.7723 2.1497 4.6253 10.2633 0.7628 0.9396 0
+RFPL3 1.7531 0 0 3.78 0 0 0 0 0 0 0 1.0012 1.3348 0 0 0 0.705 0 0 0
+RFPL3S 10.2546 4.4289 4.1475 56.6383 2.7943 6.8191 3.7298 1.6999 1.5856 3.5647 5.0891 3.8532 3.7557 5.0198 13.4354 0 8.2195 9.1533 2.3491 5.6034
+RFPL4A 0 0 0 0 0 0 6.2163 0 3.6998 0 0 0 0 0 1.0748 0 0 0 0 0.8621
+RFPL4B 0.4803 0.4026 1.185 0 0 0 4.9731 0 1.0571 1.3367 0 1.2136 0.5656 0 0.5374 0 0 3.0511 2.3491 0
+RFT1 433.718 1402.76 609.688 495.74 412.995 442.84 532.947 691.52 553.911 526.679 445.293 878.034 924.208000000001 539.048 678.221 673.451 556.448 497.33 610.759 541.81
+RFTN1 114.793 179.171 142.201 179.706 101.153 151.625 1464.98 183.929 93.0233 291.411 270.992 273.058 471.719 423.593 136.504 463.46 165.551 356.979 161.146 250.862
+RFTN2 64.3612 34.2236 27.8477 22.4632 153.127 98.2752 303.357 198.208 19.556 6.6837 30.5344 13.9563 76.9231 22.396 15.0477 402.405 17.4029 28.2227 23.9605 135.345
+RFWD2 809.798 1145.08 401.126 371.03 595.741 731.649 1007.87 488.892 671.247 691.1 558.524 418.689 855.769 426.682 589.01 392.229 445.783 679.634 515.386 737.069
+RFWD3 272.334 549.993 569.99 916.344 321.343 682.712 600.497 435.855 883.192 1596.97 610.051 401.092 793.552 582.296 807.201 432.007 1124.5 470.633 349.072 1444.4
+RFX1 506.244 624.48 394.608 542.99 376.669 390.694 390.8 608.905 404.863 367.161 596.692 399.879 330.317 571.098 670.697 469.01 521.196 495.805 227.39 372.845
+RFX2 65.3218 128.439 266.035 339.272 47.5028 48.937 175.715 218.947 199.26 118.525 274.173 95.267 60.5204 355.247 209.055 370.028 448.907 333.333 40.8739 68.1034
+RFX3 9.1258 42.6788 2.37 10.8443 12.2948 8.8247 15.3336 10.1994 14.7992 44.5583 3.1807 7.8883 8.4842 33.9801 15.5851 13.876 8.4784 20.595 12.685 9.4828
+RFX4 0 0 0 0.7746 0 1.2034 0 0 1.0571 0 0 0 0 0 0 0 0.4462 0 4.2283 0.431
+RFX5 900.576 1138.24 383.943 684.74 423.055 2236.66 609.2 676.901 485.201 1546.62 511.45 524.879 855.769 759.919 541.18 368.178 518.072 1292.91 500.352 1373.28
+RFX6 0.9606 0 7.1101 1.5492 0 9.627 0.4144 0.34 18.4989 0.4456 1.9084 0 23.7557 2.703 14.5103 0 0 0 1.8793 96.5517
+RFX7 671.47 622.064 745.964 246.321 260.986 411.552 256.527 559.947 479.387 301.214 504.453 263.956 308.824 367.603 304.716 238.668 403.391 545.385 462.297 369.828
+RFX8 0 4.8316 0 9.2951 0.5589 0.8022 90.7584 3.0598 3.6998 18.7145 1.9084 6.068 1.1312 1.1584 0.5374 1.8501 2.2311 1.5256 0.9396 0
+RFXANK 1855.88 573.249 810.209 1809.46 1038.09 1034.62 1123.23 1285.34 1321.87 1073.71 1355.8 735.309 2196.69 591.285 1496.39 874.672 1065.26 1155.97 556.617 1156
+RFXAP 108.549 68.0445 63.398 69.7134 51.9737 21.6606 66.7219 57.1167 115.222 44.1127 52.799 125.607 20.9276 55.6038 38.1567 30.5273 114.235 38.1388 77.9892 57.7586
+RG9MTD1 403.938 597.101 533.847 248.644 702.483 400.321 532.947 726.878 495.772 538.71 802.163 1108.62 843.326 685.008 474.002 565.217 738.063 577.422 956.541999999999 615.517
+RG9MTD2 160.423 140.921 103.688 131.681 104.506 96.2696 138.831 145.172 236.786 61.9361 115.776 223.908 42.9864 191.91 138.116 163.737 116.912 251.716 401.221 65.5172
+RG9MTD3 97.0221 91.7997 84.7282 346.243 146.421 98.6763 86.6142 59.1566 159.091 120.753 117.048 189.927 81.448 217.782 185.946 114.709 302.097 153.318 114.635 73.2759
+RGAG1 0.4803 3.6237 34.3653 34.8567 51.4148 3.209 7.4596 12.5793 188.689 1.3367 24.173 6.068 2.8281 5.4059 4.2993 1.8501 5.801 19.8322 523.843 1.7241
+RGAG4 731.508 541.135 687.306 1233.93 298.988 201.364 566.515 509.97 2431.29 130.556 1639.31 670.51 593.326 718.216 147.252 756.707 402.053 1421.82 1415.08 82.3276
+RGL1 1548.03 1600.05 491.779 1296.67 781.841 1614.52 2095.32 1275.27 800.211 211.652 1071.88 671.723 568.439 1336.81 346.097 1102.68 755.913 2989.32 992.718 1240.95
+RGL2 2215.18 1615.76 1044.59 2573.97 1677.13 2382.67 1510.57 1344.28 1379.49 943.745 1774.81 1216.02 1960.41 777.681 878.14 1160.96 1250.33 931.35 909.091 2393.1
+RGL3 45.1489 520.533 21.9938 67.4206 500.847 34.2519 65.4787 48.2772 93.6311 48.5686 763.779 368.422 17.5622 33.621 17.1974 471.48 132.423 31.3043 29.1708 37.556
+RGL4 2.5408 1.6186 2.0856 7.56 0 0 6.7012 1.2273 3.3457 14.9137 3.4478 5.2549 2.0871 1.6179 0.9297 18.0111 3.0031 29.878 0.7423 0
+RGMA 61.4793 11.2737 16.5901 31.7583 9.5006 33.2932 2245.75 86.695 22.7273 8.9117 65.5216 18.2039 35.0679 27.8019 11.2858 43.4783 26.3275 70.1754 9.8661 7.3276
+RGMB 330.932 37.4446 248.953 170.411 222.984 139.366 1229.53 278.593 376.543 184.471 314.898 252.427 185.52 422.145 210.404 275.791 312.436 314.356 399.342 85.8922
+RGN 2233.91 752.919 4125.61 2018.59 5707.04 1417.57 5.3875 1958.29 3354.12 79.7594 2763.99 2924.76 1697.4 3867.55 4088.14 3896.39 1124.5 1899.31 8963.59000000001 1021.12
+RGNEF 277.137 160.649 351.948 99.1479 745.515 610.108 14.5048 143.132 20.6131 174.223 424.3 1221.48 345.588 433.247 69.3269 799.26 285.587 453.852 601.362 499.138
+RGP1 16.8108 297.544 37.9203 38.7297 61.4742 124.749 24.0365 29.2383 52.3256 32.082 17.1756 169.175 9.0498 91.5146 68.252 20.3515 9.817 19.8322 106.178 48.2759
+RGPD1 699.275 125.419 68.298 156.708 101.907 111.416 313.742 386.105 71.7495 101.54 87.888 301.875 23.2975 84.2861 47.8033 84.8566 53.0254 140.29 85.7928 126.069
+RGPD3 120.557 188.028 88.8757 224.632 157.039 130.365 92.4161 111.513 92.4947 129.219 145.674 103.155 50.3394 106.574 53.7418 149.861 70.5042 106.026 136.716 171.121
+RGPD4 117.675 86.1629 77.0256 133.23 182.187 129.162 82.0555 74.4557 87.2093 86.4431 103.053 60.0728 91.0633 84.5641 63.9527 99.9075 65.1495 91.5332 116.984 115.086
+RGPD5 16.3305 88.4297 18.3676 66.615 32.4137 29.8596 3.7298 28.2184 13.1184 25.8438 20.9924 18.2039 0.5656 35.1385 4.8368 55.5042 25.4351 19.8322 29.0815 23.7069
+RGPD6 730.548 354.061 170.049 951.123000000001 699.689 427.597 453.792 390.297 408.129 398.797 746.819 328.277 443.439 388.841 47.2928 641.073 273.092 562.166 559.596 612.931
+RGPD8 0 0 0 0 0 32.7156 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RGR 0 0 1.185 0 0 0 0 0 0 0 0 0.6068 0 0 0 0 0 0 0 0
+RGS10 344.861 43.8867 62.213 292.796 234.72 95.0662 870.7 52.6969 90.9091 1155.84 220.738 276.699 192.308 117.772 135.429 406.106 57.1174 559.878 81.2779 24.1379
+RGS11 11.8972 21.7622 215.909 5853.44 2.8949 13.1568 17.903 25.4271 5.7875 12.7481 257.322 505.54 119.316 40.0077 4.9335 523.293 20.9906 20.3127 4.3599 11.1379
+RGS12 400.096 510.535 272.552 1009.3 789.664 545.929 476.171 914.207 476.744 297.649 469.466 772.452 626.697 513.563 225.715 592.044 732.709 713.196 360.817 253.448
+RGS13 0 2.8184 0 0 0 0 0.4144 0 0 2.2279 0.6361 0 0 0 0 0 0 1.5256 0 13.3621
+RGS14 229.587 370.42 126.204 1309.84 111.771 374.248 110.236 717.698 11.6279 521.778 232.824 344.053 174.774 132.059 116.62 165.587 356.983 742.944 741.367 1077.59
+RGS1 1056.2 292.712 97.7633 505.035 31.296 192.539 3590.97 288.303 631.607 1817.98 211.832 945.388 1035.07 198.861 974.338000000001 252.544 216.421 1170.1 25.37 101.724
+RGS16 22.5744 256.476 61.028 158.792 63.1508 69.3943 1208.87 101.994 405.92 78.4226 317.43 144.417 35.0679 96.1483 75.2385 119.334 29.8974 508.009 115.105 26.7241
+RGS17 3.3622 1.6105 2.9625 19.3648 10.6183 0.8022 41.8566 1.6999 2.6427 19.1601 2.5445 3.6408 2.8281 1.1584 40.3063 2.7752 1.3387 9.1533 3.7585 0.431
+RGS18 17.7714 6.4421 0.5925 3.873 18.4423 4.8135 82.8844 6.1196 4.7569 69.0654 19.084 40.0485 4.5249 1.5446 5.9116 27.7521 4.9085 76.2777 12.685 0
+RGS19 154.179 272.983 76.4331 272.657 135.243 79.4224 956.9 94.1745 65.0106 770.859 97.3282 200.243 306.561 156.772 158.538 237.743 549.308 339.435 121.212 115.948
+RGS20 13.9289 0.8053 0 5.4222 0 0.4011 3.7298 1.0199 0.5285 461.624 0.6361 7.8883 18.0995 0.3861 0.5374 0.9251 0.4462 0 0 9.4828
+RGS21 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RGS22 0 0.8053 0 4.6476 73.7691 0 2.4865 0 0 0.8912 139.313 8.4951 0.5656 3.0891 0.5374 1.8501 49.5315 53.3944 0 0.431
+RGS2 908.261 459.401 2822.1 834.237 479.499 140.794 4105.68 2706.92 825.581 12976.7 3319.34 4546.12 500 1527.17 5248.42 8139.69 668.005 3315.79 1316.89 774.138
+RGS3 1022.09 1335.12 1462.89 1579.4 2658.48 3282.79 846.25 2066.74 2925.48 379.637 2762.09 1268.2 3250 3153.2 3966.14 3166.51 4080.77 2888.63 2040.4 1119.4
+RGS4 787.224 121.997 241.149 140.976 17.3246 19.2539 325.321 124.433 213.531 8.4661 397.583 67.9612 14.1403 143.257 91.8984 194.265 133.423 926.774 15.9737 8.6207
+RGS5 6946.21 6748.49 3899.27 5106.12 4012.59 6227.44 2872.36 11086.1 7495.77 900.969 6280.53 7819.78 2085.97 4998.55 1679.97 22034.2 2889.34 8157.89 8356.12 936.207
+RGS6 0.9606 27.3789 1.7775 72.8118 2.7943 1.2034 10.775 11.5593 32.7696 0.8912 3.1807 1.2136 0.5656 1.1584 0.5374 6.4755 42.838 2.2883 0.9396 0.431
+RGS7 2.8818 779.492 20.7377 97.5988 0 0.8022 2.4865 262.125 3.6998 0 1.2723 45.5097 58.2579 145.574 74.1636 135.06 103.079 0.7628 0.4698 20.6897
+RGS7BP 29.2988 31.0025 6.5176 15.4919 2.2354 14.8416 4.9731 31.9581 15.8562 0 83.9695 12.1359 1.6968 25.8712 11.8232 7.4006 6.6934 377.574 4.6981 3.0172
+RGS8 0 4.4289 0 2.3238 2.7943 0 0.4144 0 1.0571 0 1.2723 0 0 0 0 0 0 0 46.5116 0.8621
+RGS9 14.8895 1.2079 8.8876 13.1681 187.776 61.773 6.6308 5.4397 1.5856 6.2382 7.6336 26.0922 18.6652 11.198 21.4967 44.4033 7.5859 21.3577 19.2624 49.1379
+RGS9BP 18.732 31.4052 5.3325 24.787 11.1771 44.9258 4.9731 16.659 10.0423 2.6735 10.1781 5.4612 64.4796 11.5841 54.8166 5.5504 16.0643 11.4416 5.168 24.569
+RGSL1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RHAG 0 0 0.5925 0 0 0 0 0 0.5285 0 0 0 0 0 0.5374 0 0 0 0 0.431
+RHBDD1 236.792 589.048 358.465 106.119 442.615 971.118999999999 156.237 179.17 135.835 186.254 178.753 170.51 514.706 270.296 297.192 259.945 180.277 203.661 193.094 388.793
+RHBDD2 7642.65 9049.52000000001 12117.9 12696.4 18303.1 19272.8 4880.23 15207.3 14307.6 2945.3 12956.1 5083.74 13128.4 19989.2 21671.4 7321.92 12836.2 20344.8 16005.6 6596.55
+RHBDD3 395.293 316.87 390.461 747.483 414.672 323.706 825.528 191.749 511.099 525.788 222.01 350.121 801.471 373.781 760.984 171.138 1233.38 419.527 688.278 530.172
+RHBDF1 114.793 776.674 83.5432 757.552 174.363 87.4448 1027.77 91.7947 254.228 286.956 79.5165 359.83 69.0045 282.267 79.5378 123.034 70.9505 184.592 33.8266 271.552
+RHBDF2 330.452 169.91 171.234 205.267 876.287 195.748 1156.24 184.269 109.408 1518.99 167.939 430.218 222.285 228.207 155.314 177.613 234.717 533.181 370.684 95.2586
+RHBDL1 21.1335 56.3683 74.6556 294.346 46.944 14.0393 19.4778 17.679 17.4419 6.2382 20.3562 80.0971 39.5928 59.8513 61.2656 12.0259 70.058 76.2777 5.6378 28.4483
+RHBDL2 1.4409 2.8184 2.37 0.7746 2.2354 25.6719 53.046 5.4397 1.5856 157.291 17.1756 1.2136 20.9276 1.1584 2.1497 6.4755 9.3708 0.7628 2.8189 24.1379
+RHBDL3 636.407 293.115 476.966 1190.55 3.3531 50.9426 163.282 1672.02 377.378 32.5276 395.038 276.699 752.828 1231.01 290.206 118.409 982.151 351.64 104.769 1796.98
+RHBG 11.5274 115.152 36.1428 49.574 31.8548 14.4404 0 125.793 7.9281 0.4456 43.257 3.034 148.19 64.0989 129.518 0 156.18 12.9672 5.6378 347.845
+RHCE 7.2046 5.6368 54.5104 2.3238 2.2354 31.2876 25.6942 1.0199 18.4989 39.6569 1.2723 1.2136 23.7557 8.8812 195.083 1.8501 11.602 4.5767 83.1572 0
+RHCG 106.148 73.2787 5279.22 109.218 0 0 1.6577 1435.06 324.524 506.628 5811.07 20.0243 4568.44 9129.07 8.5987 937.095 8945.56 15367.7 319.944 1.7241
+RHD 7.2046 1.6105 1.7775 3.873 1.1233 3.209 2.901 1.7203 6.3425 0 1.2723 3.6711 1.1312 7.7228 4.2993 0 4.4623 0.7628 0.9396 0.431
+RHEB 1932.76 3221.85 2099.24 2587.14 2526.59 2260.33 2619.56 2194.57 2703.49 2125.88 1519.72 2316.14 1018.1 2371.66 2407.63 1596.67 2831.77 2205.19 3114.4 1225.43
+RHEBL1 3.8425 26.171 8.8876 34.8567 7.2651 82.2302 118.939 14.6191 24.8414 128.328 46.4377 7.2816 72.3982 44.0197 56.9663 20.3515 45.5154 58.7338 17.8529 42.2414
+RHO 0 0.4026 0 1.5492 0 0 0 0 0.5285 0 0 0 0 0 0.5374 0 0 0 0 0.431
+RHOA 17151.3 21237.9 7014.07 5721.92 10034.3 8431.21 11817.2 9156.34999999999 8170.72 8949.54 7606.23 9763.96 9472.29 6732.7 8733.04 10586.5 9548.86 6265.45 8890.3 13723.3
+RHOB 37214.2 4242.92 18797.2 7150.27 22531.4 26613.7 10961.9 41044.8 25728.3 6133.01 18952.9 5270.63 20964.4 17031 20534.2 15013.9 13765.3 8028.99 11972.8 44258.6
+RHOBTB1 270.893 4679.77 1090.21 832.688 1345.73 985.961 450.891 533.429 464.059 52.5788 2241.73 809.466 377.828 2083.21 245.062 820.537 809.46 938.215 277.66 1065.95
+RHOBTB2 1076.61 1303.91 2510.32 1724.13 1862.14 1575.29 1410.6 494.763 1355.61 551.213 1034.8 629.096 763.162 517.602 284.649 471.813 350.17 1506.21 1360.76 1377.3
+RHOBTB3 4817 5247.88 9348.54 11274.2 8565.6 2639.39 1799.83 2973.81 7738.9 1031.08 8445.93 4424.15 3126.13 5168.07 10189.4 3848.29 4499.78 4465.29 8907.21 3886.64
+RHOC 6607.11 3681.25 5442.75 4300.54 3985.21 5229.44 9699.13 3419.52 7395.35 3849.84 5457.38 3170.51 6006.22 3314.99 6405.48 5728.03 4098.17 3390.54 3640.12 3098.71
+RHOD 6.7243 2.4158 3.555 3.873 1315.55 2.0056 2.4865 8.8395 5.2854 401.47 8.2697 3.034 4.5249 27.0296 6.9864 15.7262 6.6934 16.0183 8.4567 2.1552
+RHOF 915.476 1872.55 1736.94 589.837 1574.25 3400.76 58.1351 1940.43 1687.52 580.43 10.2799 251.286 3566.95 1219.49 1688.09 76.6327 3409.3 161.281 1121.09 3269.17
+RHOG 1057.64 606.764 1013.78 854.376 1036.68 1428 4268.13 876.129 1956.13 2760.83 2192.11 874.393 1529.98 1302.06 475.077 1415.36 608.211 2045.77 918.487 1136.21
+RHOH 3.3622 19.3263 0.5925 37.1805 20.1188 2.0056 92.0017 1.6999 3.1712 96.6915 6.3613 25.4854 13.5747 1.9307 3.7619 33.3025 11.1557 99.9237 7.517 0.431
+RHOJ 53.3141 128.842 71.1006 57.3199 122.39 70.5977 350.187 150.611 51.797 20.9424 90.3308 59.466 68.4389 74.5246 71.4766 84.1813 44.1767 113.654 69.0627 23.2759
+RHOQ 1279.17 1106.1 1136.53 813.277 1354.2 826.851 4666.79 677.475 1116.71 578.951 970.305 2283.05 363.145 1303.04 973.059 1778.21 516.131 1525.43 667.456 1578.89
+RHOT1 1614.31 1972.08 1156.57 1094.5 851.138999999999 1236.66 742.23 1458.52 1275.37 383.202 1076.97 2044.3 623.303 1149.92 1303.24 950.971 998.661 813.12 1891.47 1755.17
+RHOT2 2236.79 1168.03 3063.25 6109.99 1778.28 1482.55 1438.87 1902.87 2986.79 1136.24 1881.04 2105.58 2398.19 3138.14 2981.59 1067.53 3463.63 2869.57 1366.69 1088.79
+RHOU 201.249 1890.35 2912.16 1699.46 343.138 2880.47 714.878 2444.8 1548.1 332.405 570.611 263.349 1006.79 3916.59 9115.14 795.56 3012.94 779.558 1553.21 3392.67
+RHOV 0.9606 5.6368 1.185 9.2951 0 2.0056 16.1625 0.68 5.814 4643.87 9.542 2.4272 1.6968 0.7723 1.6123 2.7752 5.3548 3.0511 2.8189 0.8621
+RHOXF1 0 0 0 51.1232 2.7943 4.4124 1.6577 3.3998 44.3975 0 1.2723 5.4612 2.8281 8.8812 15.0477 8.3256 7.5859 10.6789 0.9396 0.8621
+RHOXF2B 0.9606 0 0.5925 1.5492 0 0.4011 0.4144 0 3.6998 0 0 0 0 0.3861 0 0 2.6774 0.7628 1.8793 0
+RHPN1 78.7704 58.784 70.5081 1525.95 220.748 156.839 72.9383 216.567 140.592 670.157 168.575 299.757 62.7828 674.196 113.933 266.42 540.384 339.435 56.3777 100
+RHPN2 19.6926 47.5104 25.4777 78.2339 40.7965 184.918 84.1276 123.753 35.4123 450.039 47.0738 167.476 118.213 32.0494 27.4083 36.0777 33.9134 3.8139 7.0472 262.069
+RIBC1 50.9126 21.3394 29.6252 48.0248 17.3246 84.2359 8.7029 38.4178 78.7526 27.6262 29.8982 119.539 46.9457 165.267 24.1838 91.5819 116.02 56.4455 17.8529 75.8621
+RIBC2 1.4409 0.8053 2.37 58.0945 0 28.0786 2.4865 8.1595 17.9704 126.1 22.9008 7.8883 61.6516 6.1782 32.7825 5.5504 295.404 10.6789 4.2283 49.1379
+RIC3 1075.89 130.452 585.987 967.467 354.874 216.607 2.901 464.413 294.926 1.3367 524.173 259.709 129.525 464.524 144.565 243.293 355.199 395.881 614.987 159.914
+RIC8A 1821.83 1647.28 1934.8 1500.74 1766.33 1803.39 2468.57 2060.09 2104.31 2284.38 1282.95 952.257 1895.97 1732.36 1334.59 1061.53 1622.52 1115.71 1262.31 1610.37
+RIC8B 349.183 503.288 772.626 321.456 584.564 1065.38 348.529 600.065 687.632 282.054 670.484 410.801 481.901 562.603 907.697999999999 366.327 550.647 505.721 747.475 615.948
+RICH2 30.2594 187.626 28.4402 130.132 19.0011 10.8303 33.1538 65.9562 23.2558 9.8028 55.3435 310.68 7.9186 135.534 42.9934 310.823 24.9888 34.3249 12.685 9.4828
+RICTOR 2241.59 418.736 478.151 807.126 629.273 383.073 653.129 643.923 477.273 1183.91 909.033 774.879 298.077 772.662 374.58 485.661 517.18 626.24 716.937 669.397
+RIF1 162.824 702.59 375.055 225.407 260.986 444.043 221.716 319.921 257.4 409.491 162.214 193.568 174.208 230.524 335.886 178.538 278.893 122.807 207.188 584.052
+RILP 490.394 261.71 186.047 164.988 676.217 494.184 262.329 151.291 152.22 164.866 188.295 1120.15 203.62 140.554 227.865 400.555 150.379 180.778 223.632 219.828
+RILPL1 501.993 701.41 1085.9 951.115 502.602 1130.59 820.898999999999 1030.39 498.827 433.993 786.788 1246.05 1035.54 663.883 910.955 1086.53 769.148 719.931 454.95 271.819
+RILPL2 293.468 238.357 231.669 338.497 238.073 242.278 1032.32 398.117 225.159 900.078 335.878 393.811 215.498 351.771 217.654 482.886 290.942 344.775 217.994 178.017
+RIMBP2 7.6849 38.6525 103.096 340.821 1.1177 147.613 4.5586 264.845 48.6258 0 59.7964 4.8544 2.8281 6.9505 72.5514 68.4551 327.532 0 0.9396 7.3276
+RIMBP3 8.1652 8.8579 71.1006 27.8854 23.472 42.1179 20.7211 4.0798 91.9662 154.617 9.542 23.0583 91.629 84.5641 106.946 36.0777 256.582 52.6316 122.152 22.4138
+RIMBP3C 1.4409 0.8053 7.1101 5.4222 1.1177 3.6101 1.2433 0 9.5137 17.3777 0.6361 0 16.9683 12.3564 14.5103 5.5504 26.7738 7.6278 8.9265 1.7241
+RIMKLA 24.976 11.2737 1800.62 141.751 32.9725 20.0562 16.1625 9.8594 215.116 65.5007 73.1552 50.3641 403.281 241.722 34.9322 9.2507 344.935 103.738 110.876 77.1552
+RIMKLB 1649.26 631.139 214.262 545.941 418.399 402.182 412.59 576.702 223.695 233.895 657.786 559.466 541.731 501.906 256.558 629.112 754.605 661.892 419.751 429.711
+RIMS1 0 0.8053 4.1475 0.7746 0 0.8022 0.8288 1.3599 7.9281 0 0 0.6068 0.5656 7.3366 7.5238 0 4.4623 0 0 0
+RIMS2 231.028 1045.63 667.16 503.486 30.1783 166.065 9.1173 1529.23 107.822 5.347 415.394 220.267 125 1073.08 9.6735 160.037 1537.26 1707.09 78.9288 656.897
+RIMS3 103.746 205.744 136.276 189.001 141.391 105.897 45.172 97.2343 44.3975 75.7491 293.257 33.9806 24.3213 341.732 176.273 67.5301 163.32 121.281 47.4513 211.638
+RIMS4 5.2834 4.8316 77.6181 474.051 11.736 11.6326 2.901 36.0379 1127.38 13.3675 47.0738 70.9951 44.6833 81.8612 267.097 119.334 383.311 110.603 492.835 3.8793
+RIN1 53.3141 93.4102 199.082 58.8691 202.306 93.8628 1156.65 35.6979 65.0106 1077.42 69.9746 173.544 277.715 84.9503 131.13 975.948 39.7144 59.4966 33.3568 201.724
+RIN2 402.498 268.957 299.807 181.255 806.429999999999 426.795 1559.88 333.861 322.939 662.137 426.845 581.918 633.484 564.919 422.948 802.035 348.059 276.125 545.455 229.31
+RIN3 328.53 257.683 1494.89 1052.67 1678.25 270.357 1710.32 708.859 1440.27 316.81 1631.68 1092.84 381.222 584.226 288.056 2403.33 324.409 1192.22 2024.43 134.052
+RING1 1263.21 895.45 910.087 977.537 1104.3 1206.18 1267.72 1060.74 1208.25 1336.75 1258.27 861.65 1906.11 558.355 786.242 1425.53 724.23 830.664 1004.93 1346.98
+RINL 48.511 66.0314 34.9578 173.509 244.779 19.2539 82.0555 90.0948 22.7273 186.254 50.2545 62.5 42.9864 58.3068 54.8166 46.2535 69.6118 242.563 31.0078 26.7241
+RINT1 459.986 466.789 638.649 509.706 361.429 459.659 474.492 575.916 730.058 455.881 337.933 549.697 208.637 690.916 979.61 316.383 588.862 506.201 677.181 278.763
+RIOK1 220.941 244.799 316.99 173.509 328.608 385.078 289.267 310.402 476.216 551.632 365.14 183.859 312.217 329.375 394.465 268.27 278.001 292.906 417.665 440.948
+RIOK2 532.181 322.507 881.055 634.392 551.592 527.878 376.709 669.421 907.505 522.669 1384.22 483.01 928.167 968.047 1186.62 708.603 983.49 1054.92 1307.02 421.121
+RIOK3 1090.3 1380.22 1112.72 770.72 1347.96 1630.57 1001.24 1301.44 1235.73 914.782 483.461 687.5 1162.33 1753.45 1022.17 610.546 906.738 479.786 747.475 2709.91
+RIPK1 596.542 418.736 716.931 606.507 572.269 700.361000000001 1157.89 461.353 956.66 1045.78 938.931 548.544 699.095 587.315 469.703 695.652 546.185 438.596 822.645 884.052
+RIPK2 201.249 176.352 201.452 110.767 228.572 158.042 455.45 131.572 141.12 557.424 234.097 191.141 125 214.306 144.028 224.792 162.428 325.706 105.708 229.31
+RIPK3 21.1335 16.1052 4.1475 21.6886 30.1783 6.418 118.525 6.4596 7.9281 49.0141 17.1756 30.3398 20.9276 5.0198 12.3606 37.0028 9.3708 58.7338 14.5642 0
+RIPK4 8.1652 4.8316 72.8781 51.8978 0.5589 38.1067 0 79.5554 44.926 859.084 12.7226 0 17.5339 0.3861 1.0748 0.9251 2.2311 0 0.9396 17.2414
+RIPPLY1 1.9212 1.8803 8.3543 4.6476 0.5589 0.8022 0 1.1423 9.3816 0 1.2723 5.3641 0.4864 5.5488 0.5374 1.8501 8.822 0.4958 2.3491 0
+RIPPLY2 3.8425 0 0.5925 27.8854 2.7943 0 4.5586 0 0 0 3.8168 1.8204 3.9593 0 0 0 0.4462 0.7628 0 5.6034
+RIT1 1055.24 864.447 254.185 439.969 441.497 663.859 600.912 578.986 487.315 908.99 248.728 234.83 726.244 221.643 321.913 441.258 253.458 477.498 398.872 569.397
+RIT2 0 0 0 0 0 0 0 0 0.5285 0 0 0 0 0 0 0 0 0.7628 0 0
+RLBP1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RLF 400.576 274.997 439.639 731.991 413.554 263.939 387.485 387.917 643.235 596.19 566.794 287.621 260.747 329.762 292.355 294.172 310.576 261.632 325.112 315.948
+RLIM 1588.38 1641.93 1959.41 2018.59 1013.21 937.826 910.898999999999 1681.2 2187.1 1114.85 2803.44 1885.32 529.412 2547.74 1525.73 2158.19 1981.26 2267.73 3149.64 1027.16
+RLN1 0.9606 0.8053 0.5925 0 0 0.4011 0.4144 0.34 0 0 1.2723 2.4272 0 0.7723 1.0748 0 0 0 1.4094 0
+RLN2 0 0.4026 0 1.5492 3.3531 0.8022 0.4144 0 0.5285 3.5647 4.4529 6.6748 0.5656 0.3861 0 0.9251 0.4462 1.5256 0.4698 0.8621
+RLN3 0 0 0.5925 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.5256 0 0
+RLTPR 6.244 4.0263 1.185 235.476 6.1474 2.4067 59.6768 4.0798 3.6998 153.726 20.9924 15.7767 1.1312 5.0198 13.4354 23.1267 17.4029 93.0587 0.9396 8.6207
+RMI1 252.642 448.53 405.866 1015.49 233.043 615.323 191.877 548.048 697.674 469.199 273.537 572.816 433.258 1036.78 598.683 506.938 2430.61 337.147 383.838 760.345
+RMND1 400.576 528.251 453.266 240.124 685.717 383.073 548.28 420.555 310.782 225.911 499.364 386.529 699.661 279.564 327.825 574.468 444.891 337.91 455.72 281.897
+RMND5A 1331.89 803.65 654.718 762.974 2077.27 951.464 1250.73 1002.94 934.461 1237.38 622.774 679.612 664.027 886.572 874.379 830.712 628.737 856.598 1066.95 1590.95
+RMND5B 719.5 872.097 936.75 989.929999999999 991.971 1160.05 448.819 638.483 813.953 542.275 1034.35 1002.43 1167.99 794.285 808.276000000001 798.335 725.123 855.072 1530.19 729.741
+RMRP 21.1335 6.0395 18.9602 30.9837 8.9417 16.8472 7.4596 8.4995 7.3996 12.9219 25.4453 38.2282 18.6652 16.2178 9.1361 40.7031 25.8813 25.9344 7.0472 3.8793
+RMST 0 0 3.555 9.2951 0 0.4011 0 0.68 2.1142 0 4.4529 0 0.5656 2.703 0 0 8.0321 5.3394 0 4.7414
+RNASE10 0.4803 0.4026 0.5925 0 0 0.4011 2.0721 0 0 2.2279 0.6361 0 0 1.9307 0 0 0 0 0 0.8621
+RNASE11 0.4803 0.4026 21.9227 7.7459 17.8834 0.4011 0 0.68 45.4545 0 0 11.5291 28.8462 1.1584 11.8232 16.6512 81.66 0 330.749 18.9655
+RNASE12 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.4462 0 0 0
+RNASE13 0.4803 0 0.5925 2.3238 0 2.0056 0.4144 0 2.1142 0.4456 1.9084 1.8204 0 0.3861 0.5374 0.9251 0.4462 0.7628 0.9396 1.2931
+RNASE1 3494.72 828.613 4561.69 2793.96 16612.6 1234.26 19554.9 824.452 9786.99999999999 2711.82 2476.46 2065.53 6416.86 1268.08 1998.66 3589.27 1594.38 1195.27 6355.18 691.81
+RNASE2 44.1883 2.4158 426.603 60.4183 9.5006 4.4124 74.1815 2.0399 5.2854 216.999 3.8168 9.7087 121.606 31.2772 211.205 19.4265 45.0692 25.9344 7.0472 6.4655
+RNASE3 6.244 0 2.37 0 0.5589 0 2.4865 0 2.1142 14.7042 0.6361 1.8204 11.8778 0.7723 1.6123 1.8501 0.4462 3.8139 1.4094 0
+RNASE4 114.841 431.346 970.801 110.682 555.286 146.566 165.823 36.3337 612.785 192.706 70.2926 53.7136 190.486 52.9124 152.906 156.781 384.11 123.028 46.7324 221.974
+RNASE6 171.95 48.7183 14.2201 57.3199 297.871 27.6775 917.116 28.2184 91.9662 402.807 113.868 287.015 218.891 37.0692 146.178 231.267 41.9456 529.367 111.346 10.7759
+RNASE7 0 0.4026 2.37 0 0 0 0 0 17.9704 1.7823 0 2.4272 0 0.3861 3.2245 0 0.4462 0 15.5039 0
+RNASE8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RNASE9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RNASEH1 112.392 300.765 203.229 216.112 177.158 945.848 213.013 163.19 371.565 523.115 143.766 209.345 469.457 144.802 406.288 167.438 273.092 147.216 244.304 374.569
+RNASEH2A 348.703 486.377 562.287 1185.13 272.163 1087.85 740.986 633.043 1200.32 707.14 1208.02 449.636 1631.79 490.395 1236.06 727.105 1306.56 741.419 257.928 1746.98
+RNASEH2B 597.502 401.423 281.44 284.276 565.004 91.4561 590.137 296.803 412.262 510.193 482.824 398.665 335.973 215.079 316.002 176.688 456.046 424.104 894.996 437.069
+RNASEH2C 3106.81 700.307 1303.68 3630.67 2237.76 2566.85 1006.09 2223.99 2004.93 1433.09 2780.94 1366.38 1915.19 1176.02 933.145 1353.6 1437.74 1764.93 1174.42 807.828
+RNASEK 4932.91 3481.59 4105.02 8434.04 5071.63 5025.31 5025.81 4475.47 3930.02 2466.2 7323.14 6291.56 3568.18 3510.2 4159.82 7534.25 3745.59 8657.76 7109.69 2090.58
+RNASEL 191.643 325.325 340.69 192.874 575.063 475.331 370.493 273.004 336.152 166.202 222.646 261.529 406.674 365.286 451.968 293.247 260.598 370.709 407.799 376.724
+RNASEN 509.126 584.217 1189.75 1096.82 766.751 814.28 1244.92 1359.92 1165.96 973.154 1377.86 931.432 705.317 1236.03 1574.1 859.389 1267.74 1152.56 1316.89 722.414
+RNASET2 1548.03 897.463 865.057 2209.91 1339.58 700.361000000001 1596.77 909.787 1371.56 919.238 1505.73 1034.59 1177.6 580.365 422.948 2119.33 562.249 2341.72 519.145 1011.21
+RND1 12.0077 43.8867 8.2951 20.914 6.7063 26.8753 63.821 27.8784 28.5412 26.2894 17.1756 39.4417 8.4842 13.5148 12.898 86.0315 10.7095 29.7483 8.4567 15.5172
+RND2 12.0077 105.892 82.3582 184.353 197.835 66.1853 9.9461 36.3779 49.6829 31.1908 2.5445 147.452 89.3665 47.1088 46.7553 10.1758 53.5475 61.7849 59.1966 153.879
+RND3 184.438 97.8392 1612.21 1491.09 125.184 366.225 7139.66 259.405 1580.34 1715.94 599.873 851.335 583.145 2240.37 3185.27 868.64 259.259 647.597 439.746 225.431
+RNF103 925.552 771.303 774.902 699.458000000001 2372.27 861.612 1015.1 718.609 940.777 560.967 715.013 703.962 816.177 864.361 662.862 1583.72 630.143 725.4 978.149 1150.79
+RNF10 8444.76 7024.29 5469.41 9150.27 6866.11 6348.58 5507.25 7042.35 5852.54 3821.77 9583.97 4984.22 6034.5 5681.63 6996.64 4797.41 4627.4 7026.7 5719.05 6970.69
+RNF111 251.201 670.38 401.126 237.8 532.59 324.91 390.8 413.076 551.269 515.985 441.476 330.704 261.878 317.019 473.465 252.544 280.678 546.148 943.387 389.655
+RNF11 2561.48 3574.55 1743.15 923.315 1523.44 1436.82 1851.22 2655.25 1865.75 2301.88 1772.26 1444.17 2038.46 1717.54 2487.71 1949.12 1233.38 1379.86 2605.59 2476.29
+RNF112 5.7637 25.3657 31.4028 41.828 30.1783 9.2258 181.102 4.0798 19.556 0.4456 24.8092 30.3398 16.9683 1.5446 9.1361 51.8039 12.0482 10.6789 8.4567 4.3103
+RNF113A 333.333 180.378 886.386999999999 817.196 265.457 395.909 365.935 386.217 996.829 404.589 861.323 350.121 453.054 802.394 525.057 567.067 771.977 721.587 496.594 151.724
+RNF113B 5.7637 0.8053 0.5925 0 0 0.8022 0 0.68 1.0571 1.3367 0 0 0.5656 0 0 0 0 0 0 18.9655
+RNF114 1480.31 2134.75 1207.52 986.832 1829.14 1136.78 2097.39 2120.8 1504.23 2074.19 3272.9 1896.84 3604.64 3112.27 2173.85 2329.32 1937.08 2677.35 1785.29 1402.59
+RNF115 262.248 576.969 255.37 296.669 331.961 730.846 415.665 454.554 316.068 552.969 353.69 200.243 301.471 350.999 294.505 230.342 217.314 294.432 385.248 431.466
+RNF121 256.004 366.394 379.796 220.759 369.404 456.478 395.773 409.676 500 387.657 273.537 507.888 884.615 418.959 335.886 300.647 354.752 225.782 470.754 469.397
+RNF122 599.424 143.739 189.009 976.762 200.63 188.528 243.68 863.55 223.044 75.7491 475.191 124.393 184.955 260.643 216.579 270.12 139.67 639.97 164.435 456.466
+RNF123 811.239 1414.84 1161.31 1092.18 1280.34 1213.8 864.484 951.265 847.78 466.08 775.445 1418.69 871.041 815.523 986.699 877.891 586.345 664.378 1086.21 765.948
+RNF125 82.6129 36.2367 73.4706 39.5043 133.567 68.5921 171.156 38.0778 46.5116 62.8272 36.2595 106.796 16.4027 72.5939 49.4424 211.841 25.4351 81.6171 57.7872 12.931
+RNF126 1042.27 1035.57 1481.85 2173.51 863.992 1144.81 676.337 1840.65 1269.56 519.55 1537.53 657.16 1363.12 1482 990.461 703.978 2310.58 1330.28 583.979 1527.59
+RNF126P1 1.4409 1.6105 1.185 0 1.1177 0.4011 2.0721 2.0399 0 0.4456 1.9084 0.6068 1.1312 1.1584 2.1497 1.8501 1.3387 2.2883 0 0.431
+RNF128 2623.44 1142.26 994.816 20.1394 1169.13 2263.94 37.298 9.8594 9.5137 2.6735 1198.47 1537.01 2330.32 2251.57 33.8573 3441.26 61.1334 1781.08 2479.21 2350.43
+RNF130 2453.89 1345.59 1633.54 1486.44 2610.42 1541.12 3003.73 1786.94 764.799 2695.33 1513.99 2582.52 1554.3 2217.97 1557.97 1621.65 2062.47 2243.33 1230.44 851.293
+RNF13 1475.02 1838.01 1028 609.605 1102.62 756.117 1369.25 1681.88 970.402 1434.78 1115.78 2324.64 780.543 1316.73 783.018 1903.79 978.135 1066.36 2083.63 1827.16
+RNF133 0.4803 1.2079 1.7775 4.6476 3.3531 10.8303 3.3154 1.3599 6.3425 0.8912 1.2723 1.2136 0 3.0891 9.6735 0 4.4623 1.5256 2.8189 3.8793
+RNF135 530.74 236.344 124.426 445.391 696.335 308.063 719.851 419.196 336.152 459.396 466.285 814.927 251.697 486.533 202.607 890.842 416.332 548.436 420.954 253.448
+RNF138 498.559 226.278 247.075 213.788 175.481 183.714 376.295 239.346 502.114 437.563 143.766 232.403 282.24 200.792 214.967 311.748 451.584 228.07 255.579 526.293
+RNF138P1 124.88 14.0921 5.3325 65.8404 5.0297 5.6157 6.2163 13.2592 14.7992 6.6837 11.4504 13.9563 2.2624 10.4257 8.5987 4.6253 11.1557 8.3905 3.7585 16.3793
+RNF139 989.433 1055.7 808.769 750.581 1696.13 705.174 841.276 2564.47 825.581 1381.75 1583.97 1800.97 872.172 1799.4 757.759 1735.43 1038.38 932.113 1130.84 1507.76
+RNF141 487.512 788.753 1074.21 439.969 1486.56 660.65 625.363 1098.14 976.216 514.649 568.066 1020.63 638.009 824.79 616.418 694.727 849.174 572.082 1426.36 1240.09
+RNF144A 1598.46 3318.88 2213.6 4638.26 239.75 2488.17 1843.35 1305.52 2395.88 1565.78 837.15 442.354 1480.2 1375.42 1519.82 1005.55 852.298 594.966 1202.26 1541.81
+RNF144B 135.447 98.2418 69.3231 49.574 250.368 164.46 562.37 169.65 88.7949 1555.53 140.585 117.112 173.643 97.3067 65.565 169.288 45.0692 252.479 247.122 42.2414
+RNF145 1164.75 2402.9 4538.59 418.28 543.768 1485.36 2910.48 2225.17 4553.91 1891.5 2961.83 1777.91 980.204 2899.51 720.677 3526.36 3967.87 1603.36 3176.89 1915.09
+RNF146 556.676 497.248 511.332 457.01 891.376 360.209 870.7 729.258 1019.03 459.842 891.221 540.655 397.624 716.672 455.193 768.733 550.201 617.849 1318.77 572.845
+RNF148 4.8031 0.4026 7.1101 7.7459 1.1177 16.446 4.9731 3.0598 17.9704 2.6735 1.2723 3.6408 3.3937 11.198 17.1974 0.9251 4.9085 4.5767 6.1076 11.2069
+RNF149 886.167 592.269 501.259 577.072 1128.33 1269.96 2794.03 583.406 655.391 1445.47 684.478 626.214 1428.73 473.791 589.01 818.686 550.201 579.71 669.955 1096.98
+RNF14 1885.69 1268.29 3109.47 3886.13 5368.38 2414.76 569.83 4210.32 3684.46 821.655 4262.09 4495.75 1325.23 6346.17 4905.01 3478.26 3213.74 3299.77 6791.17 2065.52
+RNF150 41.7867 153 295.66 108.443 114.566 103.49 57.1902 12.5793 197.146 4.0102 90.3308 31.5534 120.475 138.623 75.2385 42.5532 18.7416 87.7193 142.354 138.793
+RNF151 0 0 0 0.7746 0 0 0.8288 0 0.5285 0.8912 0 0 0 0 0 0 1.7849 0 0 0
+RNF152 26.8972 47.5104 24.2927 17.8156 4.4709 14.4404 33.1538 26.8584 10.5708 11.1396 9.542 13.9563 27.1493 16.9901 10.2109 19.4265 24.9888 9.1533 15.0341 27.5862
+RNF157 210.855 97.4366 296.845 704.88 918.202 455.672 281.392 565.727 50.2114 331.959 172.392 472.087 330.882 244.425 198.307 535.615 771.972 727.689 402.161 519.828
+RNF160 486.071 720.306 1260.26 467.08 528.12 513.438 215.914 618.764 469.345 471.873 462.468 498.18 376.131 429.771 1000.67 572.618 867.915999999999 448.513 883.251 425.431
+RNF165 2.7522 6.0395 50.3807 20.2014 3.3531 3.6101 152.735 16.659 12.1564 21.1474 6.1196 4.8544 17.5339 2.591 66.5968 4.6253 12.1241 3.8139 0.4698 0.431
+RNF166 290.106 553.214 442.009 639.039 331.961 160.048 630.75 344.06 469.873 407.263 353.69 422.33 360.86 473.405 357.383 303.423 705.489 488.94 218.934 252.586
+RNF167 3492.8 2379.55 1960.01 2368.71 3499.56 2761.73 2583.09 2674.96 2571.88 1511.42 2301.53 3185.07 2904.41 2034.17 3312.64 2686.4 2263.28 2106.03 2529.48 1801.72
+RNF168 11.0471 177.56 61.028 10.8443 31.8548 64.5808 45.172 36.3779 72.9387 51.6876 25.4453 78.2767 37.3303 49.0395 52.1295 35.1526 35.2521 19.8322 82.6873 72.8448
+RNF169 116.47 405.086 156.433 51.7816 114.84 304.854 137.174 180.825 140.465 239.791 139.886 213.38 61.4932 139.465 83.418 135.874 93.9848 168.802 130.491 314.401
+RNF170 690.682 647.43 428.381 437.645 1216.07 665.463 380.025 941.065 449.789 112.287 730.916 1008.5 574.661 370.306 699.18 457.909 428.826 1018.31 611.229 796.552
+RNF175 20.6532 1.6105 11.8501 72.8118 4.4709 3.6101 27.7663 13.5992 2.1142 71.7389 11.4504 7.2816 15.8371 5.0198 1.0748 7.4006 6.6934 19.0694 7.517 1.2931
+RNF17 0 0.8053 0 6.9713 0 0.4011 0 0 0 0 1.2723 1.2136 0 0 0 27.7521 0 0 0 0
+RNF180 85.975 52.3419 95.3933 149.496 104.506 19.2539 14.9192 155.371 43.8689 5.7926 205.471 387.743 5.0905 140.554 60.7282 233.118 50.8701 280.702 178.53 7.3276
+RNF181 2080.69 811.703 1293.44 1405.11 2313.11 1939.43 2257.36 1239.23 1572.41 2820.99 2300.89 1347.09 3898.76 925.186 1405.88 2209.07 901.83 1604.88 1279.77 2017.67
+RNF182 83.5735 11.2737 14.2201 14.7173 1.1177 1.2034 0.4144 2.0399 7.9281 0.8912 59.7964 36.4078 5.6561 96.5344 0 97.1323 14.2793 3.8139 5.6378 163.362
+RNF183 0.4803 0.4026 7.1101 25.5616 1.1177 5.2146 0 0 6.871 1.7823 0.6361 3.6408 1.1312 7.7228 4.2993 1.8501 12.9407 1.5256 0.4698 0
+RNF185 422.19 1311.17 734.433 485.67 526.443 345.776 1251.55 561.647 749.45 824.774 408.397 825.85 364.253 739.693 736.261999999999 336.725 1101.29 716.247 1225.58 816.078
+RNF186 0 0.4026 0 0 3.912 0.4011 0 0 2.1142 0 1.9084 0 0 0 0 0 0 3.0511 0 0
+RNF187 5996.16 14337.7 5725.37 4445.39 7999.47 9747.29 6048.9 4720.63 6802.85 3506.74 7520.36 4118.33 8118.78 4161.02 9540.24 3204.44 4634.09 4844.39 5338.5 4494.83
+RNF19A 1088.86 692.927 405.866 744.384 506.324 434.817 502.694 773.115 552.326 786.9 828.88 729.369 184.389 669.563 602.445 447.734 694.779 1101.45 341.085 858.621
+RNF19B 376.081 337.002 487.632 127.033 296.194 476.935 762.122 200.928 326.11 1023.06 143.766 334.345 363.122 168.742 433.159 96.2072 339.58 195.271 174.771 176.293
+RNF20 993.756 973.963 956.303 1391.94 1024.94 864.42 961.459 1181.43 1145.35 1065.83 709.288 1309.47 1023.76 1177.72 1510.14 899.166999999999 1850.07 675.057 910.03 1400.86
+RNF207 92.219 45.0946 109.613 151.82 69.8571 101.083 68.3796 41.8176 40.6977 205.414 52.1628 101.942 18.6652 32.0494 25.796 16.6512 64.257 106.026 8.4567 105.603
+RNF208 309.318 85.3576 399.348 1271.88 154.244 67.3887 63.821 119.333 105.18 48.5686 79.5165 521.845 152.715 118.544 66.6398 130.435 240.071 128.147 101.01 68.1034
+RNF212 2.4015 1.2079 90.6532 366.383 29.6194 1.2034 1.6577 356.299 2.6427 1.3367 80.1527 4.2476 1.6968 1.1584 0.5374 86.9565 109.326 5.3394 61.5457 0
+RNF213 2530.45 2142.78 2209.98 2168.71 2745.1 1136.33 3103.93 790.009 1534.14 5166.98 1696.56 2754.82 1759.62 1375.03 1111.91 1939.86 1381.97 2617.09 1346.47 1082.76
+RNF214 589.817 328.949 236.409 295.895 340.903 373.446 262.329 255.325 236.786 385.429 205.471 212.379 279.977 201.178 242.913 177.613 199.464 199.085 192.154 252.155
+RNF215 191.643 214.199 564.065 630.519 272.163 220.217 429.341 178.15 441.861 388.994 153.308 243.932 178.167 475.722 266.022 209.066 681.392 383.677 313.836 237.069
+RNF216 1561.48 2003.09 1967.12 1134.78 1544.12 1549.94 2284.71 1222.23 1931.29 1141.14 1058.52 1407.77 995.475 1494.74 1555.29 809.436 1760.37 1702.52 1503.41 1321.55
+RNF216L 442.349 476.312 449.682 311.387 903.112 613.317 914.509 385.198 829.783 397.901 474.478 240.109 441.176 252.005 562.139 301.517 555.556 509.359 842.786000000001 759.879
+RNF217 78.7704 95.3952 10.6651 14.7173 6.7063 3.6101 76.2412 50.3171 3.1712 32.5276 33.6896 18.1917 11.3122 33.2078 8.0398 49.9537 32.4587 19.0694 23.9605 79.2888
+RNF219 243.996 252.409 150.769 142.3 289.488 133.341 268.346 212.828 300.185 194.301 178.111 179.502 203.716 221.759 164.326 79.556 211.798 225.393 412.497 273.612
+RNF220 1656.87 1473.88 1200.89 1218.75 1463.29 1097.24 1910.17 1302.64 1314.81 2843.89 1364.64 1128.48 1871.61 1236.69 1565.67 1005.09 1179.21 1164.16 1159.91 961.474
+RNF222 0 0 0.5925 0.7746 0 3.6101 0 0.34 0 0 0 0.6068 0.5656 0.7723 0.5374 0.9251 0 0 0 0
+RNF24 85.0144 129.244 283.217 50.3486 117.919 131.167 623.705 211.128 78.2241 380.974 103.053 57.0388 238.122 177.237 83.2997 208.141 120.036 117.468 104.769 27.1552
+RNF25 825.168 354.717 521.404 892.332 594.624 1191.34 981.351 654.462 516.385 1018.6 774.809 391.99 1368.78 576.504 966.277 822.387 583.668 590.389 405.92 567.241
+RNF2 598.463 587.84 456.229 259.489 384.493 411.552 446.747 302.582 742.072 299.877 430.662 242.718 364.253 224.732 462.717 333.025 253.012 629.291 637.538 524.569
+RNF26 641.21 1598.04 791.586 721.146 1120.51 2326.51 1755.49 1037.96 1063.95 1327.84 804.071 859.83 1589.37 601.989 459.492 876.966 726.908 672.769 982.382 1839.22
+RNF31 857.349 1034.76 1819.56 2523.65 601.833 975.471000000001 930.269 2228.71 1371.33 1167.57 1015.27 652.979 1792.26 898.206 1877.3 558.742 2089.43 1092.27 1351.47 1200.66
+RNF32 37.464 95.4234 26.6627 65.0658 41.3554 33.6943 10.775 27.1984 26.9556 27.6262 27.3537 78.8835 7.3529 54.4454 173.048 45.3284 43.2842 93.8215 30.0681 25
+RNF34 460.946 709.648 980.856 752.804 658.143 884.035 739.693 785.473 845.491 788.268 786.94 656.08 622.234 765.387 894.763 687.632 1098.57 807.346 929.725 778.642
+RNF38 1512.97 1147.09 516.072 669.249 901.436 769.354 468.711 512.01 926.533 663.473 651.399 847.694 481.335 651.414 1003.36 725.254 1246.32 497.33 845.196 818.966
+RNF39 0.4803 25.3657 72.8781 2.3238 301.224 21.2595 10.3605 42.4975 117.336 1.7823 64.2494 4.8544 7.9186 131.287 30.6328 18.5014 14.2793 23.6461 217.524 21.1207
+RNF40 3713.26 3289.49 4483.48 3591.79 1947.62 2650.62 3060.92 4352.09 3830.34 1901.75 2876.59 2963.59 3807.69 3425.81 4353.62 2939.87 3609.1 3234.17 2658.21 2523.71
+RNF41 630.163 2987.52 1368.69 1000.77 602.447 2176.49 790.303 1703.3 1452.96 629.163 1186.39 1174.15 986.424999999999 1453.42 1633.21 1093.43 917.894 1131.2 1148.7 1169.83
+RNF43 53.7944 2954.9 137.461 41.0534 87.7405 900.521 1.2433 453.194 15.3277 42.3304 431.298 675.971 598.982 97.3067 29.558 617.946 731.816 129.672 303.03 3133.19
+RNF44 772.334 1319.42 1715.89 1667.7 1529.03 1004.81 765.023 1950.81 1750.53 850.618 2729.01 2486.65 630.091 2532.68 1458.01 1753.01 1053.99 2241.8 3487.9 1034.05
+RNF4 838.136 1355.66 1296.4 1747.48 1381.49 2425.19 1704.93 2993.87 1480.97 1016.82 1491.73 1710.56 1519.23 2268.56 1769.72 1478.26 3107.99 1620.9 1752.88 1511.21
+RNF5 3191.64 1423.3 1218.78 1234.7 2310.31 3068.59 716.121 2522.99 2836.68 1575.58 2980.28 1816.14 4917.42 1354.18 1225.85 2622.57 849.621 1283.75 2265.45 3375.86
+RNF5P1 347.743 232.72 180.121 117.738 302.341 671.881 179.859 355.619 372.093 195.165 683.206 250 557.692 178.782 168.212 272.896 326.64 140.351 562.838 474.138
+RNF6 881.844 1194.6 719.301 392.719 929.378999999999 502.206 484.045 731.298 1050.21 366.715 485.369 768.204 269.231 836.76 787.317 410.731 380.187 666.667 2844.26 1509.05
+RNF7 3298.27 3473.89 2091.54 2433 1176.39 2296.43 1568.17 2106.52 1949.26 2565.22 3459.29 1853.76 2863.69 1482 1978.23 2321 1109.33 2177.73 2263.1 2095.26
+RNF8 402.498 399.007 489.409 270.333 450.438 394.304 400.332 567.087 900.106 460.287 935.115 320.995 673.643 656.82 446.057 379.278 539.045 561.404 772.845 508.19
+RNFT1 645.533 184.405 101.318 118.513 523.649 341.757 558.226 218.607 219.873 487.468 243.639 216.019 252.828 237.089 206.368 167.438 199.464 160.183 278.13 414.224
+RNFT2 195.965 319.286 469.856 351.665 127.978 380.666 32.7393 407.296 259.514 71.2933 862.595 98.9078 179.299 456.415 156.926 872.340000000001 354.306 1615.56 200.611 175
+RNGTT 274.255 443.699 481.114 297.444 447.644 257.12 403.647 381.798 859.937 295.867 521.629 361.651 546.946 367.217 435.846 468.085 335.565 216.629 1177.82 954.31
+RNH1 6505.76 6195.68 4365.58 2137.1 4141.13 2902.53 5585.16 4481.96 2868.39 6043 3627.23 3970.27 6515.27 3498.02 4833.53 3235.89 4008.03 3650.65 2562.37 3136.21
+RNLS 180.115 595.893 398.756 254.841 508.56 545.929 75.4248 483.452 245.243 114.515 610.051 1251.82 52.0362 584.999 470.778 1129.51 193.217 586.575 596.194 159.483
+RNMT 633.525 793.987 831.284000000001 249.419 618.654 527.878 1203.48 904.006999999999 723.573 318.592 455.471 486.044 630.656 593.107 608.357 493.062 614.458 536.995 848.485 1339.66
+RNMTL1 200.768 273.789 440.824 391.944 497.941 327.718 415.251 588.506 484.672 276.707 265.903 1277.91 733.032 617.82 692.194 588.344 516.734 649.886 727.742 222.414
+RNPC3 121.518 72.0708 132.129 83.4934 91.0992 89.0493 61.3344 74.1157 115.243 94.4636 99.8728 381.675 49.2081 139.01 126.358 133.21 81.8652 95.2479 75.6401 40.0862
+RNPEP 1514.89 783.519 1202.19 1379.55 1410.55 2643 1575.63 587.826 1671.25 2837.47 2304.71 1124.39 1883.48 1096.63 1523.58 1318.22 1009.82 1520.98 991.308 1220.26
+RNPEPL1 2434.68 1023.08 1407.79 1513.56 2699.28 3069.8 4030.67 394.377 1448.73 2976.05 1110.69 1237.86 3291.86 988.512 1181.24 1271.97 685.408 1770.4 1414.61 2056.9
+RNPS1 5957.25 2499.53 4333.58 6230.83 1949.85 1892.1 3299.63 4925.63 4726.74 4172.44 4169.21 2945.39 2559.95 4371.08 5214.56 3762.26 6433.73 4192.22 3138.83 2861.21
+RNU11 0 0 0 0.7746 0.5589 0 0 1.0199 0 0 0 0 0 0 0.5374 0 0 0 0 0
+RNU4ATAC 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RNU5E 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RNU6ATAC 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RNY4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RNY5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+ROBLD3 1131.6 744.464 1111.54 1964.37 1384.29 1009.63 1233.32 647.322 1261.1 2363.82 1136.77 958.131 1841.63 812.048 1352.68 1515.26 834.449 1610.98 612.638 682.759
+ROBO1 1697.41 16840 2077.32 756.778 1104.86 203.369 2188.15 2491.72 1340.38 42.776 625.954 699.029 1166.29 1162.66 1372.03 977.798 615.35 459.954 587.738 4305.6
+ROBO2 19.6926 2.4158 1.7775 7.7459 7.2651 5.2146 2.0721 20.3988 87.7378 0 0 8.4951 8.4842 3.8614 15.5851 5.5504 1.7849 4.5767 266.855 0
+ROBO3 96.0615 121.192 38.5128 264.136 334.755 50.9426 91.1728 23.7986 16.3848 57.0346 61.0687 180.825 22.0588 24.3267 6.9864 197.965 116.466 51.106 21.6115 35.7759
+ROBO4 294.909 632.532 245.889 283.501 877.405 942.639 650.642 854.71 172.304 123.427 786.26 550.971 616.516 396.95 367.056 938.945 216.868 426.392 754.992 165.086
+ROCK1 560.999 1102.8 442.009 309.837 361.58 330.124 870.286 607.205 574.524 430.879 199.745 557.039 243.213 472.246 314.389 515.264 358.768 491.991 379.14 1322.41
+ROCK2 84.5341 1151.52 293.882 125.484 374.993 443.642 283.05 230.167 168.076 297.204 141.221 229.369 74.095 306.207 149.402 165.587 114.681 167.811 221.752 792.672
+ROD1 1344.86 1849.28 502.444 735.088999999999 810.901 1184.52 1342.73 1016.54 1350.95 2952.88 677.481 692.961 1068.44 874.988000000001 809.351 1378.35 2093.26 561.404 908.151 2539.22
+ROGDI 2510.57 654.274 2720.19 3977.54 1520.09 1341.36 312.889 2129.3 2597.78 536.037 3172.39 1414.44 1759.62 1665.8 1787.45 2102.68 3713.52 3996.95 3022.79 1226.29
+ROM1 268.492 24.9631 87.6907 85.9799 191.688 125.552 119.768 41.1376 75.0529 73.9668 52.799 52.7913 187.783 50.1979 33.3199 39.778 78.0901 80.8543 62.9551 48.2759
+ROMO1 3878.48 1501.41 1117.46 2490.32 1510.59 1032.89 2111.48 1589.41 1175.48 2565.22 2560.43 1662.01 6830.88 1788.2 1208.12 3318.22 2962.96 3771.17 1115.81 2558.19
+ROPN1 3.3622 11.2737 2.37 3.873 2.2354 7.6213 0.4144 6.4596 2.6427 0 3.8168 9.7087 10.7466 5.7921 6.9864 2.7752 16.0643 9.1533 1.4094 4.7414
+ROPN1B 12.0077 19.7289 4.74 17.8156 6.7063 47.3325 0 18.6989 8.4567 4.4558 6.9975 20.6311 38.4615 23.5544 25.2586 8.3256 54.8862 17.5439 5.168 6.8966
+ROPN1L 0 2.0132 33.7728 52.6723 1.6766 405.536 10.3605 7.1396 12.685 12.0307 31.8066 4.2476 46.9457 50.584 7.5238 8.3256 117.805 0.7628 3.7585 40.0862
+ROR1 20.1729 49.5235 58.0655 23.2378 19.0011 43.3213 43.5143 14.9591 32.241 2.2279 24.173 16.9903 2.8281 31.2772 52.1295 10.1758 23.6502 12.9672 4.2283 24.1379
+ROR2 771.854 847.537 116.131 672.347 905.348 425.592 1859.1 1101.2 822.939 577.476 555.98 251.214 32.8054 54.8315 15.5851 4644.77 1380.63 461.48 117.454 53.0172
+RORA 1412.1 6706.61 1958.23 1625.1 1006.5 1006.82 416.494 2922.47 1002.64 754.818 682.57 2082.52 1026.58 6143.45 1671.91 861.24 672.021 1444.7 702.842 2146.98
+RORB 353.026 128.842 6.5176 50.3486 0 0.8022 1.6577 806.433 8.9852 0 22.2646 15.7767 138.009 145.188 87.5991 49.9537 733.601 4.5767 2.8189 0.8621
+RORC 3.8425 37.8473 812.324 3.0984 1179.75 0 1.2433 0.34 68.7104 276.707 582.061 9.1019 0 1.9307 1.6123 11.1008 0 1.5256 2026.78 0.8621
+ROS1 0 0.4026 0.5925 0 0 0 2.4865 0 0 86.8887 0 0 0 0 0 0 0.8925 0 0 0
+RP1-177G6.2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+RP1 3.3622 0.8053 0 0.7746 0 2.8079 1.2433 5.7797 0.5285 0.8912 3.8168 0 0 1.1584 0 0.9251 0.8925 0 2.8189 0
+RP1L1 1.4409 3.221 4.74 3.873 1.6766 0.4011 1.6577 8.1595 9.5137 9.3572 12.7226 3.034 0 0.7723 0.5374 4.6253 0.8925 2.2883 5.168 0
+RP2 332.373 256.878 812.917 573.199 235.279 618.532 522.586 309.042 877.377999999999 405.481 594.784 648.058 104.638 767.255 412.199 1030.53 449.799 563.692 698.144 453.879
+RP9 191.643 150.986 235.224 278.079 210.689 240.674 532.532 138.032 373.679 226.356 217.557 228.762 228.507 240.95 276.77 135.985 258.813 407.323 349.072 149.138
+RP9P 342.94 193.263 278.477 496.514 750.544 880.866 2110.24 211.128 220.93 295.422 255.725 396.238 256.222 355.247 105.871 327.475 381.08 453.852 466.526 371.983
+RPA1 1891.93 2118.64 1343.8 742.835 1140.07 1407.14 2547.87 1773.68 1459.3 1375.52 937.659 2537.01 1285.07 1261.13 1670.83 1602.22 1229.36 1144.16 1118.63 1573.28
+RPA2 983.189 552.006 1869.35 927.963 1019.91 951.865 1509.74 820.712 1864.16 1437.01 828.243999999999 668.082 1765.27 982.334 3624.88 849.213999999999 1824.19 846.682 1145.88 927.586
+RPA3 370.797 297.947 581.84 435.322 633.185 713.598 611.272 215.887 1138.48 828.785 439.567 658.374 1119.91 506.999 1087.73 376.503 1386.43 596.491 622.034 400
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+SAMD3 24.4957 66.0314 5.3325 3.873 11.736 1.2034 33.5682 29.5783 2.6427 36.5378 10.1781 21.2379 8.4842 2.703 1.0748 24.9769 28.5587 51.8688 4.6981 2.5862
+SAMD4A 246.878 151.792 322.323 140.976 34.0903 83.0325 328.637 105.394 108.351 75.7491 234.733 132.888 100.679 184.96 75.2385 180.388 87.461 158.657 71.4118 191.379
+SAMD4B 1669.07 1924.57 2472.52 1268.01 1034.44 1359.01 1528.8 2198.65 2233.09 1285.06 1115.78 1350.73 937.783 1534.12 2252.86 1120.26 1509.59 1401.98 1604.42 1782.76
+SAMD5 12.9683 29.7946 10.0726 25.5616 0 8.0225 242.437 25.8385 7.3996 6.2382 101.781 3.6408 17.5339 23.1683 41.3812 15.7262 28.5587 22.1205 14.0944 3.8793
+SAMD7 0 0.4026 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+SAMD8 48.511 293.92 52.1404 33.3075 49.7382 99.0774 41.8566 82.9552 33.2981 87.3343 99.2366 94.0534 27.1493 49.4256 24.7212 60.1295 25.8813 81.6171 83.627 92.6724
+SAMD9 229.587 277.412 194.342 116.964 1204.89 565.584 857.439 300.543 554.968 634.065 398.855 258.495 269.796 874.602 555.153 322.849 831.325000000001 645.309 897.815 292.672
+SAMD9L 281.94 480.741 299.215 990.705000000001 476.705 552.748 1562.78 595.985 504.757 804.278 680.025 452.063 181.561 981.562 261.722 853.839 338.242 1335.62 683.11 198.276
+SAMHD1 88.6407 571.284 209.622 112.959 857.297 230.168 589.109 151.288 239.804 364.073 299.51 367.573 141.81 620.334 774.306 311.684 704.917 815.889 358.412 320.935
+SAMM50 470.701 592.269 1679.75 733.54 1150.67 948.656 734.77 1132.13 1561.29 1156.73 858.779 1325.85 2366.5 2241.53 2993.42 586.494 5124.5 954.233000000001 1163.73 2005.17
+SAMSN1 53.3141 47.1078 15.9976 30.9837 54.2091 10.0281 573.974 14.2792 32.241 301.66 19.7201 107.403 35.0679 13.1287 62.3405 107.308 18.7416 111.365 39.9342 3.8793
+SAP130 867.915 962.689000000001 472.226 344.694 474.469 709.988 695.814 660.922 307.082 722.29 341.603 388.349 562.217 543.682 525.595 458.834 448.907 325.706 351.891 1010.78
+SAP18 9564.36000000001 2280.5 3803.88 5930.29 4322.2 1535.1 2358.89 3433.46 3461.95 1845.16 5093.51 3592.84 2385.75 2938.51 4529.89 3026.83 2954.93 3658.28 9001.17000000001 3772.41
+SAP30 211.335 144.142 275.515 185.128 260.427 347.774 638.21 153.331 478.858 241.952 258.27 229.369 358.032 266.821 270.858 204.44 244.534 432.494 185.107 197.845
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+SAP30L 736.792 764.998 1195.67 434.547 857.845 1003.21 835.475 773.795 902.22 407.709 1192.75 1367.11 743.778 1304.37 782.48 695.652 1105.76 1001.53 1025.6 798.276
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+SAPS2 884.726 698.564 2018.07 1542.99 866.787 984.356 1123.5 712.599 1916.49 1378.63 851.145 1237.86 2183.82 1307.08 996.372 409.806 1648.37 1620.9 1252.53 2004.31
+SAPS3 2189.24 2133.94 1298.18 1702.56 1339.02 1600.88 1755.08 1620.01 1266.91 2056.37 1382.95 1152.31 1356.33 1397.82 770.657 1114.71 1433.29 1457.67 1852.01 2603.02
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+SARM1 521.7 351.412 215.144 301.232 247.205 61.428 714.803 857.478 69.3605 91.4426 93.4288 424.933 605.854 187.613 767.825 315.06 315.542 199.657 293.427 102.543
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+SART1 2013.93 931.687 1307.66 1812.55 1406.08 1318.89 2106.51 1175.99 1471.46 2708.25 1487.91 838.592 1615.95 967.275 1486.5 1100.83 1409.64 1438.6 990.369 1191.38
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+SASH1 203.65 388.538 292.105 230.829 841.638 235.86 1211.77 336.92 162.262 237.496 316.158 403.519 109.163 263.346 199.382 626.272 251.227 213.577 863.518999999999 55.1724
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+SCLT1 170.029 162.663 101.318 370.256 73.2102 228.64 213.013 278.444 283.827 213.434 195.293 114.684 118.778 286.514 212.817 142.461 174.476 315.027 144.233 180.603
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+SCMH1 707.973 880.955 859.725 1292.02 659.451 1139.19 748.446 893.808 1030.13 696.447 847.328 507.888 501.697 452.553 497.649 573.543 601.963 779.558 672.304 522.845
+SCML1 938.521 445.309 806.992 1037.18 353.197 630.967 302.528 440.274 997.357 250.863 636.132 615.898 360.86 672.266 477.227 245.143 965.64 1058.73 722.105 713.362
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+SCML4 1.9212 2.0132 0.5925 1.5492 17.8834 0.4011 85.3709 2.7198 2.6427 24.0615 1.9084 7.8883 0 1.1584 1.0748 14.8011 4.9085 51.8688 4.2283 0
+SCN10A 0 0 0 0 0 0 0.8288 0 0.5285 0 0 0 0 0 0 0 0.4462 0 0 0
+SCN11A 25.9366 1.2079 1.185 26.3362 16.2068 3.209 5.8019 3.7398 2.1142 0 4.4529 15.7767 0 7.3366 1.0748 9.2507 9.3708 3.0511 7.0472 0.8621
+SCN1A 35.0624 1.2079 0.5925 3.0984 0 0.4011 0 18.019 0 0 0 0 0 11.5841 1.0748 1.8501 59.7947 0 0.4698 2.5862
+SCN1B 55.7157 53.1472 49.7704 283.501 343.138 59.7673 1059.26 29.9183 25.8985 694.664 62.9771 2100.73 174.208 40.9306 40.3063 309.898 34.8059 116.705 70.0023 9.0517
+SCN2A 2.4015 10.4684 215.672 51.8978 36.3257 0.4011 2.901 56.7767 8.4567 0 2.5445 12.1359 16.4027 247.128 8.5987 0.9251 29.4511 259.344 2.8189 2.1552
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+SCN3A 1.4409 0.4026 1.7775 0.7746 0 19.2539 3.3154 1.3599 1.0571 0 0.6361 0.6068 3.9593 6.5643 2.6871 14.8011 1.3387 19.8322 0.9396 0
+SCN3B 23.0548 20.1315 37.3278 81.3323 8.3829 23.6663 24.0365 8.1595 31.7125 8.4661 36.8957 7.8883 39.0271 63.3266 8.5987 37.0028 9.817 13.73 40.8739 110.345
+SCN4A 19.6926 50.7314 32.5878 107.668 798.047 271.56 40.1989 75.4756 32.241 3.1191 106.234 63.1068 73.5294 73.3662 134.892 146.161 57.5636 36.6133 153.629 52.5862
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+SCN5A 73.0067 308.012 1.7775 43.3772 1.1177 8.0225 4.5586 1.6999 4.7569 2.6735 5.0891 4.2476 7.9186 0.7723 0.5374 2.7752 3.1236 1.5256 31.4776 6.4655
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+SCN8A 32.6609 185.613 54.5104 148.722 0 13.2371 26.9374 83.2952 18.4989 49.0141 121.501 20.6311 15.8371 38.9999 27.9457 36.0777 46.4079 21.3577 14.5642 83.1897
+SCN9A 3.6215 10.0658 33.1803 18.5902 95.5645 1.6045 689.175 7.8195 24.3129 0.4456 0.6361 4.8544 4.5249 3.0891 45.6805 0 103.512 4.5767 1.8793 0.431
+SCNM1 588.377 416.722 301.585 534.469 457.704 868.03 816.826 422.595 489.429 1848.72 452.926 230.583 631.222 296.94 451.431 428.307 377.51 738.368 247.122 449.138
+SCNN1A 10.5668 33.0157 171.234 5.4222 35.7668 11.2314 21.1355 13.9392 2.6427 2962.24 5.7252 92.8398 1.1312 60.6236 22.5715 18.5014 15.618 5.3394 10.8057 53.8793
+SCNN1B 40.3458 7.65 1.185 15.4919 153.127 2.0056 6.6308 1.0199 8.9852 0.4456 8.2697 1.2136 166.29 3.8614 13.4354 0 4.0161 9.9161 3.7585 2.5862
+SCNN1D 159.942 14.4947 178.344 860.573 222.425 138.789 123.083 60.5165 170.19 82.8785 111.323 197.209 62.2172 52.9009 151.552 233.118 104.864 151.792 81.2779 64.6552
+SCNN1G 3.8425 0.4026 1.185 51.1232 16.2068 0.8022 2.0721 1.3599 20.0846 0 17.8117 0 10.7466 0.3861 1.0748 0 4.0161 23.6461 0.9396 0
+SCO1 324.207 465.441 562.287 209.14 779.046000000001 239.872 493.162 534.109 577.696 249.972 366.412 993.932 597.851 503.91 682.52 521.739 595.27 266.209 908.621 312.931
+SCO2 434.198 281.841 439.639 756.778 293.4 274.769 892.665 265.865 522.199 2296.98 274.173 948.422 823.529 629.79 910.923 274.746 1192.32 948.131 405.45 384.914
+SCOC 3170.03 2057.04 1608.06 2404.34 2186.81 1130.77 912.557000000001 3121.02 2801.8 824.774 3072.52 3608.62 1773.76 3140.84 1439.74 4507.86 1326.64 2913.04 6077.99 3124.14
+SCP2 2898.17 2331.63 2451.78 1239.35 2531.06 2212.6 2153.34 1933.81 2178.12 2547.4 1942.75 2572.82 1092.19 2231.1 3255.14 2670.68 1597.95 2610.22 2629.55 2012.5
+SCPEP1 2040.35 3332.97 2003.85 1508.91 7338.91 3901.72 5043.51 1542.83 3311.31 3866.77 2781.17 6331.92 848.982 2783.67 1638.05 5856.61 1338.69 2131.2 3665.49 1554.31
+SCRG1 0 0 0.5925 0.7746 1.1177 2.0056 836.303 1.0199 0.5285 0 1.9084 0.6068 0.5656 1.9307 4.2993 0.9251 2.2311 9.1533 1.4094 0.431
+SCRIB 1665.23 1217.55 1183.82 1607.28 1209.92 1026.47 1408.21 2389.04 1054.44 2595.52 1533.71 1625 1193.44 1817.94 925.971 666.975 2311.02 1827.61 848.015 2780.6
+SCRN1 4608.07 7399.94 364.39 1649.11 3379.41 3744.89 245.338 2384.28 550.74 863.986 1753.18 1399.27 1531.11 3375.62 542.255 1222.02 1196.79 1926.77 4130.14 5329.74
+SCRN2 3118.64 369.212 532.069 1470.18 219.072 695.548 529.217 427.695 456.131 266.904 677.481 1416.87 373.303 669.563 356.308 539.315 394.913 408.848 359.878 518.966
+SCRN3 252.642 330.56 346.023 121.611 483.411 461.693 188.148 269.604 262.156 231.258 250 236.65 233.597 393.088 457.88 312.673 253.012 217.391 384.778 456.034
+SCRT1 0 1.2079 3.555 82.8815 0.5589 0.4011 2.901 2.0399 5.2854 1.7823 2.5445 3.6408 0.5656 1.1584 1.0748 0 4.9085 3.8139 4.6981 0
+SCRT2 0 4.0263 0 12.3935 0 0.4011 0 0 2.1142 0 26.7176 0 6.2217 179.909 7.5238 0.9251 0.8925 77.8032 4.6981 0.8621
+SCT 526.897 153.805 0 2.3238 3.3531 0 1.2433 36.0379 0 2.2279 0 0 310.52 0 2.6871 0 14.2793 0 0 0
+SCTR 0 0.8053 80.5807 0.7746 9.5006 0.4011 0 4.7597 70.8245 0 0 0.6068 0 0.3861 2.6871 1.8501 0.4462 0.7628 76.5798 0
+SCUBE1 85.4947 122.802 1221.15 855.151 495.706 1389.89 2.0721 475.972 337.209 4.4558 461.832 33.3738 165.158 2475.91 162.3 44.4033 1128.07 723.875 287.057 269.397
+SCUBE2 159.462 19.3263 10.6651 31.7583 78.7988 18.0505 18.649 57.1167 1.5856 41.8848 13.9949 6.6748 39.0271 88.8117 7.5238 71.2303 53.1013 38.1388 44.1626 46.5517
+SCUBE3 0.4803 7.2473 0 0 2.7943 2.4067 24.4509 2.7198 1.0571 0.4456 7.6336 1.2136 2.8281 2.703 0 20.3515 3.5698 0.7628 2.8189 2.5862
+SCXB 13.9289 12.8842 3.555 20.914 0 7.2202 4.1442 15.9791 5.814 2.6735 1.9084 9.1019 2.2624 8.1089 5.9116 14.8011 5.801 4.5767 0.4698 2.1552
+SCYL1 2529.09 3383.13 2692.09 2099.35 4692.59 4809.6 2568.21 2765.14 3003.57 2283.89 2075.31 2053.15 4458.29 2708.01 2205.02 1609.94 2174.24 2501.69 2594.63 2607.37
+SCYL2 419.308 3344.65 869.205 983.734 509.118 1674.29 504.351 1177.35 1010.04 330.177 818.066 774.272 535.634 1153.01 1181.24 657.724 767.068 636.918 1017.15 1521.55
+SCYL3 144.938 323.433 185.614 139.876 248.412 271.199 209.664 152.559 227.347 211.273 144.116 130.637 230.164 145.925 200.075 122.581 158.398 179.42 269.575 241.078
+SDAD1 653.218 1030.33 679.01 713.4 735.455 439.23 663.904 1063.46 836.152 519.55 786.896 1035.8 365.385 1420.21 939.406000000001 771.508 1641.23 1003.81 1098.9 666.81
+SDC1 833.814 3606.76 7205.45 7575.52 2148.8 5650.62 913.8 1669.3 1293.34 5469.09 5361.32 1090.41 12029.4 3528.91 3836.62 7172.06 3141.45 1212.05 2459.95 3578.45
+SDC2 995.197 417.125 1291.66 3333.85 5953.5 788.207 6137.17 1415 1337.74 539.156 3305.98 1944.78 536.765 839.848999999999 2473.73 2339.5 1108.43 4789.47 669.955 268.966
+SDC3 4379.92 4538.05 25519.8 6482.57 13500.3 7653.03 5542.06 950.245 12394.3 2788.01 8751.27 6937.5 15491.5 9377.74 7972.05 14258.1 6599.73 15107.6 6876.2 5216.81
+SDC4 1183.48 1642.73 4459.19 2071.26 3103.33 452.467 599.254 1592.13 3940.8 8868.89 2812.98 4792.48 2371.04 5287.77 1872.9 7023.13 2828.2 6482.07 5070.24 1050.43
+SDC4P 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.8925 0 0 0
+SDCBP2 39.8655 53.0908 152.274 121.611 144.744 70.9868 57.1571 142.316 171.216 6.6837 248.702 125.485 46.9457 159.452 140.25 61.0546 30.3436 90.7704 38.5154 23.7069
+SDCBP 3847.26 3872.5 3959.71 2993.03 9877.79000000001 4879.26 9849.98 8388.33 3818.71 3655.12 5204.83 17044.9 3438.91 4528.62 5191.46 9437.56 6447.12 5601.83 4864.46 14413.8
+SDCCAG1 530.259 581.398 779.144 946.552999999999 501.853 421.981 381.268 1139.27 665.433 657.681 792.621 452.67 437.783 458.345 675.534 542.091 628.737 423.341 1103.59 480.172
+SDCCAG3 572.526 436.451 613.242 1111.54 452.115 823.907 1237.88 490.252 785.412 1091.68 365.776 680.218 834.842 931.364 1273.68 401.48 1921.91 387.49 372.093 479.741
+SDCCAG8 414.986 531.069 309.88 347.792 330.843 250.301 383.34 467.813 227.801 265.568 286.896 338.592 239.253 264.89 296.117 293.247 319.054 400.458 274.372 515.948
+SDF2 1340.06 727.956 814.694 732.765 1330.64 1019.25 1552.84 918.967000000001 1040.17 817.199 929.389 1140.78 1372.17 760.304999999999 1263.47 1354.3 937.082 784.897 1336.15 1110.34
+SDF2L1 647.454 214.199 311.658 639.039 223.543 268.351 266.059 86.695 473.573 1338.98 258.27 134.709 425.339 388.068 238.076 179.464 635.877 798.627 378.67 379.741
+SDF4 4063.4 2400.08 4737.08 3550.74 3830.4 3692.74 6298.8 4110.7 4538.06 8209.42 3247.46 2719.05 3098.42 3565.21 5066.24 4284 2957.16 3415.71 3119.1 2454.74
+SDHA 4260.33 2700.84 5822.54 3541.44 11249.2 5507.02 2297.14 5971.75 4606.77 2342.88 5290.08 19041.9 8681.56 7771.02 8077.93 4445.88 5272.2 4105.26 10699.1 1665.95
+SDHAF1 552.354 150.986 500.074 479.473 383.935 328.921 404.89 618.084 750.529 415.729 581.425 437.5 617.647 519.741 809.351 339.5 553.324 350.114 150.341 164.655
+SDHAF2 1029.3 590.659 453.266 481.022 939.438 846.37 1163.7 614.344 644.82 945.082 547.71 651.092 2611.99 627.474 545.479 689.177 796.073 694.127 771.905 891.81
+SDHAP1 61.9597 213.394 122.056 105.345 97.2411 121.54 113.966 69.6959 136.892 136.794 116.412 205.704 63.914 73.7523 55.354 54.5791 124.498 64.836 62.0155 85.7759
+SDHAP2 73.0067 219.836 88.2832 193.648 90.5348 109.908 106.092 80.2353 150.634 110.505 134.86 223.301 85.9729 37.8415 84.912 76.7808 86.5685 76.2777 55.4381 50.431
+SDHAP3 101.345 57.1735 228.114 925.639 390.082 134.376 61.7489 285.583 177.061 58.817 363.232 492.718 220.023 176.851 226.253 134.135 249.442 160.183 283.298 53.4483
+SDHB 1996.16 1453.5 1398.9 961.27 2385.2 1598.07 1488.6 1576.83 1665.96 2358.92 2019.08 3057.04 2920.25 1414.04 2363.56 1456.98 1468.09 1050.34 2433.17 1145.69
+SDHC 2177.23 2690.38 1385.87 901.627 3936.03 2434.82 1621.63 1654 1886.36 1741.78 1683.21 2443.57 3410.07 1748.05 3146.04 1469.94 1694.33 2297.48 2900.63 2853.02
+SDHD 1716.62 1217.55 1483.63 1215.34 2818.87 2115.12 1808.54 760.876 1340.38 2269.8 1639.95 2952.06 1570.7 1274.25 1408.57 1591.12 1270.41 1317.32 2259.34 1575.43
+SDK1 7.2046 2.8184 1971.86 673.122 343.138 4.0112 112.723 204.668 1532.24 5.7926 31.8066 81.9175 15.8371 67.188 36.007 21.2766 730.031 4.5767 1390.65 0.8621
+SDK2 42.2671 251.644 572.952 701.782 1.6766 7.6213 4.9731 429.395 243.129 1.7823 151.399 22.4515 302.602 34.7524 161.225 127.66 298.081 4.5767 389.946 16.3793
+SDPR 275.696 841.497 51.5479 123.935 2021.94 266.747 726.896 1155.59 65.0106 219.227 501.272 337.379 137.443 149.435 154.239 483.811 98.6167 318.841 661.029 102.155
+SDR16C5 0 0 0.5925 0 0 0 3.3154 0 0 106.494 0.6361 0 0 0 1.0748 0 0 0 0 0
+SDR39U1 3993.94 820.222 1868.27 2405.41 803.334 953.791 511.778 2341.48 2256.97 488.413 1594.08 1092.62 2104.81 1090.66 1795.23 1499.85 2381.85 1592.6 2575.86 1173.47
+SDR42E1 0.9606 12.8842 13.0351 10.0697 57.0034 74.6089 0.4144 0 1.0571 4.9014 223.282 0 0.5656 0.7723 0 15.7262 44.6229 28.2227 0.4698 0.431
+SDR9C7 0 0 0 0 0 0 0.8288 0 0 0 0 0 0 0 0 0 0 0 0 0
+SDS 3.8425 220.642 24.2927 42.6026 12.2948 40.1123 322.835 20.3988 111.522 571.683 39.4402 57.6456 136.878 35.9108 154.239 24.0518 41.0531 129.672 108.997 66.3793
+SDSL 195.005 977.587 1304.7 384.973 850.021 1117.53 477.414 1113.1 1257.4 506.183 830.789 2125 1978.51 1069.22 4054.28 1073.08 901.83 1295.19 3048.63 2830.6
+SEBOX 0 0 0.5925 0 0 0 0 0 1.0571 0 0 0 0 0 1.0748 0 0 0 0 0.431
+SEC11A 2439 1600.46 2261.59 1530.6 1853.73 2031.69 3712.81 1432 2823.47 4750.81 2652.67 1515.17 3424.77 1531.81 4092.97 2125.81 2023.2 2096.11 3139.3 1754.74
+SEC11C 662.344 819.353 1169.01 367.932 805.871 909.346 172.814 358.339 1195.56 543.611 482.188 775.485 671.946 1103.2 1040.98 694.727 738.956 678.871 1265.21 557.328
+SEC13 1941.88 2698.83 2692.34 2108.44 1432.91 1600.48 3682.14 1515.29 3047.04 1714.6 2424.3 2841.02 2265.84 2393.28 4435.31 2568.92 2073.63 2324.18 1935.17 1360.34
+SEC14L1 3697.41 4557.78 1915.57 972.889 4523.94 2578.02 2503.11 3751.34 1130.55 2689.54 1680.03 3083.13 2535.07 2040.74 1490.8 2625.35 1995.09 1549.2 2120.27 3057.76
+SEC14L2 2.4015 11.2737 337.313 274.702 279.602 49.4545 871.678 29.6837 115.328 610.992 34.9873 304.108 36.1991 232.347 96.7352 113.784 326.564 31.2738 53.089 155.448
+SEC14L3 0 0 0 0 0 0 0 0 0 0 0 0 0 0.7723 0 0 0 0 0 0
+SEC14L4 0 0 0 38.7297 126.861 0.4011 0 0 3.1712 20.4968 0 0 0.5656 246.356 0 11.1008 228.023 0 0.4698 0
+SEC14L5 19.6926 6.4421 170.049 13.1681 7.2651 3.209 3.3154 33.998 45.4545 1.7823 35.6234 61.8932 6.7873 77.9998 13.9729 12.951 128.96 136.537 99.1308 28.4483
+SEC1 1.4409 6.4421 7.116 9.2951 10.0594 17.2483 2.0721 21.4188 15.8562 4.4558 10.8142 18.8107 11.8778 4.6337 13.9729 18.5014 3.1236 3.0511 0.9396 4.7414
+SEC16A 2577.33 2730.64 4514.29 4832.69 2541.68 5625.75 2712.81 2325.46 4115.75 2834.8 1603.05 2277.31 3072.4 6739.65 8980.25 2158.19 6745.2 2021.36 2334.98 2494.83
+SEC16B 240.183 242.106 331.5 153.664 1115.09 233.879 230.448 13.9596 490.592 57.9615 195.483 87.3786 166.29 173.828 596.072 62.8862 38.4962 324.325 791.943 34.3405
+SEC22A 240.634 411.891 279.662 199.845 248.691 256.719 366.349 265.525 294.926 389.44 286.896 469.053 429.299 237.861 314.389 324.699 221.776 173.15 309.138 248.707
+SEC22B 1499.04 1351.63 1427.94 1411.31 1797.28 1252.71 1288.02 1216.11 1844.08 783.781 1244.91 976.942 651.584 1706.34 2053.47 1436.63 946.452 1414.95 1775.43 1837.93
+SEC22C 737.271999999999 928.466 507.777 202.944 938.32 457.28 402.404 558.247 569.239 318.592 471.374 1040.66 432.692 474.177 260.11 687.327 408.3 498.856 602.772 802.155
+SEC23A 1541.79 2115.02 2608.8 888.459 962.91 725.231 1979.69 987.303 1800.21 1240.5 744.911 835.558 1015.84 920.552 2490.39 1429.23 1892.01 613.272 2268.73 2732.33
+SEC23B 1015.85 1279.16 1309.44 182.804 1878.88 1422.38 932.863999999999 1451.72 1584.04 548.958 797.074 1374.39 1694.57 2881.36 2579.07 916.743999999999 754.128 1530.13 1148.7 2174.57
+SEC23IP 637.368 1593.61 1064.73 406.661 651.068 1012.43 730.211 724.498 861.521999999999 800.713 531.807 777.913 394.231 754.513 1079.67 600.37 543.954 588.101 1175.48 1312.93
+SEC24A 386.167 1647.56 1788.77 600.31 1228.93 1315.68 563.614 892.448 1794.4 544.948 974.555 595.874 785.068 1564.63 2406.56 633.673 1062.03 868.802 1650.46 1690.52
+SEC24B 710.375 1172.06 740.631 965.918 1230.6 649.418 527.145 1101.2 936.575 448.702 781.807 1177.18 459.842 1346.08 796.99 790.009 549.755 934.401000000001 1571.06 893.966
+SEC24C 3120.56 6921.62 2692.34 3278.85 3301.17 4857.6 2747.62 3330.11 2473.57 2883.37 3218.19 3356.8 2544.68 2914.18 2957.95 2400.55 1966.53 3660.56 3033.12 3504.74
+SEC24D 281.94 875.721 916.605 286.599 336.991 579.222 2630.75 486.512 1156.98 461.624 389.949 674.15 243.213 1718.31 1884.72 1260.87 393.574 663.616 469.345 463.793
+SEC31A 4929.88 5144.15 5423.2 3946.55 2771.37 3095.47 3684.21 5592.21 6184.3 3000.56 4482.19 3214.81 2071.27 9379.16 7357.79 5780.76 6477.91 6990.08 4760.16 2754.74
+SEC31B 217.022 63.217 257.562 568.459 49.3303 74.7172 85.6361 139.953 162.933 58.6076 317.494 545.934 13.7048 141.481 31.3852 79.556 125.837 243.646 30.1903 59.3836
+SEC61A1 6266.98 18361.6 15010.2 7360.83 4129.87 9389.8 12905.3 8403.55999999999 12847.1 10104.4 6372.68 8888.78 12172.4 10343.8 11236.8 10369 7679.56 6898.47 11751.8 6963.14
+SEC61A2 117.301 286.467 130.955 222.463 82.0569 401.336 67.3726 175.981 197.553 86.2382 160.413 132.257 58.6538 135.627 80.258 105.097 115.623 168.848 103.556 231.603
+SEC61B 3104.23 1461.95 2246.19 5600.31 1835.84 3614.52 2186.08 2500.21 3641.12 3087 2389.31 1884.71 3199.66 3442.03 4991 2475.49 5978.13 2298.25 1711.06 1674.57
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+SEC62 4200.77 5226.95 2717.82 2316.81 2327.08 3996.79 2995.86 3568.77 2415.43 4009.36 3547.07 5353.16 3852.38 3503.04 3063.82 5105.46 2371.71 2624.71 4396.05 4785.78
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+SLCO2A1 290.586 332.573 245.889 24.0124 68.7394 532.692 543.721 331.481 147.992 69.0654 877.863 950.243 261.312 410.078 355.233 2351.53 178.938 265.446 701.903 176.724
+SLCO2B1 400.096 348.275 142.794 150.271 1175.28 74.2078 5684.62 121.373 195.56 958.449 318.066 1280.95 338.235 183.029 273.008 705.828 87.0147 776.506 344.844 31.0345
+SLCO3A1 341.018 300.765 497.111 1034.86 114.566 756.117 753.419 746.257 455.074 377.409 929.389 743.325 342.195 707.404 693.806 1076.78 1232.04 898.551 1364.81 161.638
+SLCO4A1 87.4159 83.7471 449.113 120.837 261.539 158.833 21.5499 20.7388 608.319 1637.05 129.771 381.056 415.724 1480.4 612.119 24.0518 830.402 435.545 225.041 357.759
+SLCO4C1 2.8818 0 4.1475 0.7746 3.3531 2.4067 5.8019 1.0199 14.2706 0.4456 1.9084 5.4612 89.3665 0 1.0748 0.9251 0 0.7628 12.2152 0.8621
+SLCO5A1 0 0.4026 1.185 1.5492 0 0 2.4865 0.34 1.5856 1.7823 0 0.6068 2.2624 0 1.6123 2.7752 0 3.0511 0 0
+SLCO6A1 0 0.4026 0 0 0 0 0.8288 0 0 0 0 0 0 0 0 0 0 0.7628 0 0
+SLED1 1.4409 0.8053 0 0 0 1.6045 7.0452 4.7597 1.0571 0.4456 0.6361 1.2136 9.6154 1.5446 0 0 2.6774 0 0 6.4655
+SLFN11 93.6599 213.797 68.1381 278.854 308.489 217.409 1101.53 123.753 130.021 1256.99 146.31 206.311 85.9729 105.029 149.402 243.293 187.416 332.571 139.535 247.845
+SLFN12 38.4246 86.5655 143.979 73.5864 77.1222 21.6606 117.696 153.331 93.0233 12.9219 137.405 78.8835 250.566 193.841 111.783 186.864 81.2137 84.6682 17.8529 175.431
+SLFN12L 0.9606 2.8184 0 1.5492 2.2354 0.4011 4.1442 0 1.0571 12.0307 0 5.4612 2.8281 1.5446 0 0.9251 0.4462 7.6278 0.9396 0
+SLFN13 156.58 183.197 72.8781 963.594 44.7085 1158.84 44.3431 107.094 640.592 252.2 530.534 167.476 726.244 318.564 10.2109 56.4292 538.599 327.231 77.0496 998.276
+SLFN14 0.4803 0 0 1.5492 0 0.8022 1.6577 1.3599 0 0 0 1.8204 1.1312 0 1.0748 0 0.8925 0.7628 0 0.431
+SLFN5 10.5668 580.593 331.21 58.0945 150.332 196.149 472.026 109.134 49.6829 45.4495 347.964 887.136 61.086 592.335 172.511 1291.4 52.2088 243.326 286.587 193.535
+SLFNL1 2.8818 3.6237 8.8876 50.3486 5.5886 9.2258 17.4057 2.7198 14.2706 5.7926 10.1781 1.2136 5.0905 5.4059 5.3742 4.6253 15.1718 2.2883 1.8793 10.3448
+SLIT1 2.8818 8.0526 369.723 8.5205 3.3531 6.8191 15.748 1.6999 6.871 6.6837 7.6336 7.2816 0.5656 107.732 5.3742 13.876 38.3757 10.6789 7.9868 6.0345
+SLIT2 297.31 262.515 330.025 21.6886 1.1177 8.4236 380.854 4066.16 51.2685 1.3367 27.9898 19.4175 210.973 2099.04 126.831 40.7031 1949.13 225.019 167.254 653.017
+SLIT3 96.0615 198.094 1163.09 302.866 78.7988 269.555 204.31 1287.85 735.201 100.702 501.908 353.762 178.167 201.178 632.003 783.534 288.264 978.642 253.7 25
+SLITRK1 0 1.6105 0 0 0 0 2.901 5.0997 0.5285 0 0 9.1019 0 0 29.0206 0 0 21.3577 0 0
+SLITRK2 0 0 1.185 34.8567 0 6.418 7.0452 2.0399 6.871 2.2279 15.2672 6.068 0 2.703 6.449 2.7752 4.4623 0.7628 11.7454 0
+SLITRK3 0 0 1.185 3.873 0 0 1.2433 2.0399 0 0 0 10.9223 0 0 1.6123 0 0 0 0.4698 0
+SLITRK4 11.5274 3.6237 0 312.161 886.906 27.6775 69.6229 17.679 146.406 1.7823 7.6336 683.859 0.5656 172.603 158.538 345.051 1.3387 0.7628 116.044 2.1552
+SLITRK5 0 0.8053 4.1475 56.5453 0 0 23.2076 18.3589 8.9852 0 0.6361 4.2476 0.5656 0.3861 10.7484 0 0.4462 0 0 0
+SLITRK6 9.1258 0.4026 47.9929 33.3075 0 0.8022 219.644 0 1.0571 8.9117 5.7252 74.6359 0 8.1089 44.0683 0 1.7849 25.9344 0 2.1552
+SLK 900.576 5402.49 1057.03 1131.68 1520.65 2414.76 803.978999999999 1896.07 1063.42 1606.77 1166.03 1739.08 1010.18 1220.19 971.651000000001 1034.23 888.443 836.766 1177.82 2721.12
+SLMAP 1476.46 2288.95 900.014999999999 813.323 1051.21 942.238000000001 479.486 1657.06 753.171 486.131 990.458 1426.58 646.493 963.8 863.63 966.697 720.214 1103.74 1104.06 1716.81
+SLMO1 12.488 68.0445 20.7377 20.1394 32.4137 8.8247 215.499 30.9382 5.814 45.8951 7.6336 29.1262 4.5249 40.5445 16.6599 22.2017 28.1124 25.1716 5.168 57.7586
+SLMO2 1113.83 2647.29 568.805 396.592 2300.25 1077.82 849.15 1240.59 660.677 1504.73 979.008 1967.84 2317.87 1389.71 2313.05 935.245 1893.35 940.503 1045.81 1770.69
+SLN 0 0.4026 0 0 0 0.8022 12.0182 0 43.3404 0 1.2723 0 22.6244 6.1782 0.5374 0 2.2311 1.5256 0 0.8621
+SLPI 7.6849 0.8053 3217.3 27.1108 1.6766 9.627 21.5499 0.34 506.871 9892.39 3.8168 6896.24 33.9367 6.1782 1430.61 710.453 4.9085 99.1609 1788.11 0
+SLTM 1084.05 1247.75 1070.66 865.995 848.903 779.382 1210.53 885.649 1405.39 1591.62 1007.63 1042.48 437.217 936.384 945.855 698.427 919.232 1546.15 1488.84 798.707
+SLU7 758.886 869.682 1554.14 395.043 1458.62 814.28 1030.25 1518.01 1220.93 1166.54 1592.88 1473.91 838.235 1500.92 1706.3 1201.67 1451.58 1171.62 1483.2 1109.91
+SLURP1 0 0 0.5925 0 0 0 0 0 0.5285 0.4456 0 30.3398 0 0 0 76.7808 1.7849 0 0 0
+SMAD1 175.792 328.144 234.632 378.002 289.488 175.291 834.231 471.893 306.025 206.751 275.445 371.359 181.561 392.316 356.308 438.483 226.238 273.074 407.799 137.069
+SMAD2 2402.02 5182.66 2855.87 1174.28 1230.04 3224.23 1590.14 1599.27 1902.22 1876.8 742.366 1184.47 2786.76 1902.89 2036.81 1454.21 1633.2 1190.69 2295.04 3125
+SMAD3 989.433 1256.61 524.959 1841.98 407.406 877.657 2392.04 1530.59 1052.33 1384.87 722.01 237.864 290.724 510.474 369.743 294.172 476.127 783.371 964.059 357.759
+SMAD4 1232.47 1502.87 740.038 684.74 672.305 791.015 1324.49 972.343 919.132999999999 686.198 376.59 884.709 698.529 656.075 948.542 685.476 807.229 728.452 638.478 793.966
+SMAD5 1362.63 1103.21 1306.47 1209.14 1076.92 815.082 989.639 1324.9 1363.11 1202.18 1760.18 1207.52 527.715 1639.15 1122.67 1310.82 1561.8 1394.36 1499.18 1089.66
+SMAD5OS 4.8031 2.0132 11.2576 18.5902 12.2948 6.8191 7.4596 4.0798 32.7696 4.9014 14.631 1.8204 7.3529 21.2376 25.796 5.5504 20.5266 13.73 6.1076 2.1552
+SMAD6 50.4323 344.249 59.2505 35.6313 238.073 49.3381 58.8479 62.5564 163.848 32.5276 99.2366 39.4417 49.7738 49.4256 132.205 114.709 69.6118 65.5988 117.923 24.569
+SMAD7 780.98 1259.03 414.753 424.477 149.215 289.611 613.344 1091.68 549.683 158.628 282.443 219.66 628.959 403.514 310.627 441.258 322.624 302.822 316.185 268.534
+SMAD9 7.6849 96.2287 31.4028 8.5205 1.1177 5.6157 3.3154 21.0788 3.1712 0.4456 4.4529 10.9223 0 4.6337 58.0411 11.1008 7.5859 3.0511 4.6981 8.6207
+SMAGP 556.676 748.893 74.6556 415.957 236.396 616.125 216.328 568.787 215.116 98.4739 438.931 255.461 438.914 396.177 123.606 278.446 879.072 276.125 29.5983 2915.52
+SMAP1 855.144 1028.99 919.929 557.521 820.379 673.065 724.662 858.08 1442.72 333.706 1640.48 702.979 701.889 1046.49 961.338 1121.85 658.001 609.184 2068.94 1776.87
+SMAP2 955.812 626.895 734.706 777.692 1042.83 584.436 2704.1 816.972 916.49 1213.32 894.402 646.845 818.439 559.127 753.997 629.972 521.642 976.354 823.585 644.397
+SMARCA1 7184.44 3621.66 2876.61 1361.74 2937.91 1696.75 1016.16 1678.48 1735.2 2295.64 2152.67 1406.55 1622.74 1788.59 2088.94 3570.77 3275.77 1633.1 3459.71 2898.28
+SMARCA2 3171.95 2777.34 1124.57 985.283 2916.67 2141.2 1429.34 1451.38 1584.57 1012.81 1007 3088.59 1241.52 2522.25 4142.42 1994.45 1550.2 1356.22 2328.4 1262.07
+SMARCA4 2121.04 3562.07 3173.46 2477.92 3875.67 3442.44 2582.26 3976.41 3240.49 1744.01 3911.58 2706.92 2924.21 3359.01 5069.46 3373.73 3838.47 2848.97 1525.49 4321.98
+SMARCA5 2089.82 2407.79 1743.74 1626.65 2166.08 1276.33 1166.54 2570.51 2550.07 1149.6 2344.78 1391.89 1882.9 3550.41 2408.14 1496.76 1758.97 3385.2 5311.25 2253.02
+SMARCAD1 524.496 603.543 598.43 1051.12 529.237 381.067 481.973 794.534 864.693 303.442 664.758 671.116 355.204 979.631 667.473 787.234 396.698 735.317 1097.96 472.414
+SMARCAL1 482.709 814.924 551.622 278.854 930.496000000001 794.625 198.923 548.048 438.689 555.642 477.099 476.335 705.882 120.089 874.916 592.044 308.344 489.702 425.652 755.172
+SMARCB1 2580.21 1403.17 1043.4 1151.82 1423.41 668.271 2419.81 1125.67 1804.97 1695.44 1075.7 1155.95 1542.99 1070.37 1387.08 1111.93 2564.48 1209.76 1780.6 1315.95
+SMARCC1 1084.53 2556.7 980.596 518.977 1013.77 929.402 1446.33 1276.63 915.433 1157.62 988.55 919.296 1597.85 685.394 898.025 853.839 894.690000000001 658.276 747.945 1935.34
+SMARCC2 2475.02 5311.1 2389.57 3085.98 1830.81 2471.32 2204.31 2463.16 2075.05 2198.06 2418.58 1710.56 1301.47 2365.48 1740.16 2270.12 1815.26 3658.28 1801.74 1993.53
+SMARCD1 2888.09 3370.02 2521.7 1879.94 614.183 2050.14 1305.01 3588.15 1765.33 1595.19 1990.46 813.714 2922.51 3206.87 1668.14 1169.29 3370.82 2164 2064.83 2254.74
+SMARCD2 1558.12 1928.2 1523.92 1437.65 2754.6 1208.18 1687.94 3011.2 1811.31 1974.82 1817.43 2720.27 1484.16 2389.03 2639.8 2730.8 1169.12 2746.76 2507.87 2181.03
+SMARCD3 1159.46 1724.87 3936.6 6768.4 4677.63 1083.83 968.09 3020.72 2072.41 109.168 1587.79 2152.91 822.964 2218.75 3396.48 2096.21 3240.96 4787.95 4239.14 443.534
+SMARCE1 2493.76 1449.07 1175.53 1354.76 1887.26 912.154 2411.94 2083.06 1316.07 2859.75 1603.69 2091.63 1747.74 1332.95 1275.83 2763.18 1243.19 1518.69 1616.16 3767.24
+SMC1A 1507.68 2121.46 1243.67 958.947 1069.65 1303.25 2542.48 1176.33 3047.57 1910.21 1426.21 1700.85 947.964 1942.66 1172.65 951.896 2172.24 998.474 1883.49 3679.31
+SMC1B 12.488 1.6105 0.5925 14.7173 0 5.6157 0.4144 2.7198 9.5137 3.1191 3.1807 4.2476 32.8054 1.5446 2.6871 0 232.039 6.865 0.9396 15.5172
+SMC2 334.294 441.283 287.957 365.608 224.101 552.748 572.317 609.245 1042.81 659.463 370.229 728.155 380.091 513.563 951.767 345.051 1113.34 218.917 418.605 1044.83
+SMC3 797.791 2766.47 735.298 763.749 903.112 1610.91 755.491000000001 1156.61 826.638999999999 1670.49 895.038 935.68 578.62 971.909000000001 743.786 839.038 972.333999999999 1042.72 633.78 2162.07
+SMC4 2317.48 2692.39 483.484 2867.54 273.281 3495.79 1876.92 1247.39 2691.86 3661.36 2369.59 492.718 1303.73 512.405 984.548999999999 420.907 1748.77 1277.65 1014.33 2903.02
+SMC5 529.779 506.106 437.861 528.273 320.784 424.388 517.613 444.694 797.569 754.372 285.623 661.408 377.262 662.612 917.372 384.829 1527.44 332.571 341.085 422.845
+SMC6 355.908 395.786 352.54 458.559 267.692 510.63 587.65 164.21 306.025 1003.9 188.295 177.791 321.267 240.178 368.668 311.748 252.12 420.29 156.918 490.086
+SMCHD1 527.378 788.35 475.189 495.74 400.141 375.852 832.574 337.94 362.579 693.773 248.728 336.772 341.063 320.88 411.125 393.154 492.637 463.768 344.374 678.879
+SMCP 0 0.8053 0 2.3238 0 12.8359 0 12.2393 1.0571 0 4.4529 0 1.1312 0 1.0748 0 2.2311 12.9672 0 2.5862
+SMCR5 0.9606 0 0 0 0 0.4011 0.4144 3.7398 0.5285 0 0 1.2136 1.1312 0.3861 0 0 1.3387 0.7628 0 0.431
+SMCR7 764.649 572.138 596.652 243.222 770.105 610.509 200.58 577.286 678.647 102.038 744.911 1572.21 572.964 748.335 398.226 1174.84 453.369 729.214 422.833 527.155
+SMCR7L 407.781 1042.41 773.811 505.035 682.364 502.607 757.563 593.265 790.698 833.686 442.748 863.471 679.299 1006.27 750.773 310.823 1772.42 681.922 1169.37 1067.67
+SMCR8 489.496 1289.22 435.515 220.062 568.972 454.898 821.828 471.291 494.25 214.807 307.252 941.462 293.015 419.087 503.56 336.827 412.784 426.804 846.902 515.966
+SMEK1 1304.03 885.384 1402.46 2052.67 615.301 903.73 1009.12 814.933 1314.48 1566.22 1064.89 486.044 905.543 670.335 1117.83 874.191 1394.02 1040.43 1689.92 845.69
+SMEK2 1395.29 1886.32 1097.32 933.385 1401.61 1698.76 830.916 1131.11 1171.25 1881.7 902.672 766.99 828.62 1203.59 1681.04 1246.99 821.955 1017.54 1373.74 1455.6
+SMEK3P 0 0.4026 0 0 0 0 0.4144 0 0.5285 0 0 0 0 0 0 0 0 55.6827 0 0
+SMG1 908.261 1552.95 1874.09 2244.77 612.507 841.556 1150.44 912.167 1461.94 1540.38 1082.7 1544.3 467.195 1233.32 1222.09 908.418 1560.02 1433.26 1020.91 1633.62
+SMG5 2451.49 4272.71 2035.25 1180.48 3440.32 2058.56 3405.3 2182.33 2153.81 5438.79 1684.48 2094.66 2534.5 1787.05 2009.4 1050.88 1198.57 2758.96 2646.46 2231.9
+SMG6 1004.8 656.69 799.881 693.261 652.186 595.668 1871.94 806.093 977.273 461.624 839.058 1476.94 399.321 943.72 456.805 1891.77 536.814 659.039 671.365 548.276
+SMG7 1307.88 2222.92 1408.98 1415.18 1364.17 1310.87 1401.16 1029.46 1516.38 1820.65 1120.23 1259.1 1242.65 1113.23 1616.55 1074.93 1010.71 1703.28 1360.11 1410.34
+SMN1 5.245 1.3649 4.4853 3.0287 5.5606 2.6715 0 4.6067 4.2178 3.9924 19.2494 4.818 3.7839 1.6179 7.5615 1.2488 6.8139 7.132 0.8457 1.5302
+SMN2 1382.36 846.172 1195.34 1463.28 963.497 630.702 585.578 953.118 1660.16 1574.26 2566.63 964.842 717.936 1413.19 1154.87 1777.66 738.389 1052.36 1107.45 1541.14
+SMNDC1 683.477 938.531 436.084 570.101 548.797 1143.2 573.145 691.52 579.281 1305.11 805.343 758.495 472.285 480.355 546.016 646.624 431.95 834.477 513.037 1136.21
+SMO 704.131 549.591 548.659 2522.08 67.0628 567.188 2727.72 772.775 37.5264 352.011 415.394 683.859 223.982 536.345 23.109 459.76 625.614 340.961 408.269 868.534
+SMOC1 56.6763 2.8184 11.8501 65.8404 126.302 0 43.9287 0 600.951 3110.62 428.753 26.0922 0 8.495 1.6123 3.7003 5.3548 286.804 138.125 0.8621
+SMOC2 76.3689 79.3182 57.473 81.3323 192.806 57.7617 207.211 26.5185 167.548 92.2357 72.5191 151.699 91.0633 121.247 59.6534 323.774 97.7242 372.235 51.2098 6.8966
+SMOX 73.487 148.571 366.168 182.804 34.0903 198.155 591.38 284.224 141.12 3189.04 196.565 273.058 542.421 339.801 270.858 272.896 208.389 156.369 357.529 127.586
+SMPD1 1134.49 4016.64 1166.05 742.06 1716.81 1900.92 4253.21 1274.59 3117.34 771.304 1347.33 2339.81 2711.54 1256.11 994.76 4668.83 908.523 1250.95 2229.74 1538.36
+SMPD2 92.6993 142.531 113.761 89.8528 129.655 32.491 382.097 107.774 216.702 171.995 239.186 158.981 475.113 173.762 105.334 153.561 102.186 154.844 246.183 218.965
+SMPD3 142.171 28.5868 116.723 544.539 53.0914 8.4236 92.8305 174.75 300.74 29.8541 89.6947 86.7718 22.0588 405.831 82.7623 58.2794 354.306 225.019 41.3437 14.6552
+SMPD4 1768.97 1513.49 1764.48 1883.81 1840.32 2421.98 2186.08 1899.47 1748.94 2316.59 2161.58 1019.42 2147.06 1025.97 1639.66 2293.25 1312.36 1960.34 1199.91 2423.28
+SMPDL3A 777.618 150.584 786.846 412.084 837.167 977.136 571.488 548.388 1003.17 138.576 804.707 450.849 330.317 922.097 1066.77 823.312 644.355 347.063 2222.69 536.638
+SMPDL3B 4.3228 2.0132 0.5925 1.5492 0 0 6.6308 1.0199 2.1142 97.5827 3.1807 0 7.3529 10.4257 2.6871 0 7.1397 11.4416 0.4698 23.7069
+SMPX 0 11.2737 0 0 0 0 0.4144 0 0 0 0 0 0 0.3861 0 0 0 0 0 1.7241
+SMR3A 0 11.6763 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+SMR3B 0 835.055 1.185 0 0 0 0 0 0 0 0 0 0 0.3861 0 0 0 0 0 0
+SMS 23650.3 11701.6 4407.64 7707.2 3773.96 2540.31 1789.06 14060.6 8064.48 2892.28 5471.37 2437.5 4865.38 13870.8 2227.6 2915.82 21664.4 5276.89 5384.54 12109.1
+SMTN 298.751 547.98 287.957 810.225 1077.48 679.101 2838.38 1206.93 624.736 756.6 599.237 394.418 604.072 396.177 412.199 639.223 655.511 571.32 542.636 245.69
+SMTNL1 1.4409 0.4026 7.1101 8.5205 3.912 2.8079 22.7932 2.0399 2.1142 4.4558 2.5445 3.6408 4.5249 2.3168 0 1.8501 4.4623 3.8139 0 0.8621
+SMTNL2 19.2123 2.0132 2.37 34.8567 30.1783 9.627 99.4613 11.8993 25.37 14.2587 1.9084 4.2476 27.1493 1.5446 1.0748 27.7521 31.6823 1.5256 15.0341 2.1552
+SMU1 1774.26 2256.34 1239.52 2136.33 1003.15 1488.17 1290.92 890.408 1934.99 2188.7 1333.33 1821 1234.73 3188.34 3164.85 1581.87 1576.53 1120.52 1134.13 1345.69
+SMUG1 777.618 788.753 894.682 1450.04 954.527 1143.2 1098.63 1474.15 1843.02 700.011 1295.8 1301.58 1171.38 1081.19 825.473999999999 1131.36 922.356 804.729 1683.35 634.052
+SMURF1 2448.55 1632.37 1785.53 1209.06 805.245 2205.61 1116.79 2073.03 1666.7 611.313 911.342 744.472 916.273 1520.12 1393.42 592.822 1231.43 1045.68 1875.84 910.75
+SMURF2 388.088 588.646 191.972 237.8 278.311 387.084 276.005 339.64 223.573 371.171 251.272 304.612 182.692 195.772 55.354 280.296 199.464 147.979 240.545 375.431
+SMYD1 0 0 0.5925 0 0 0 1.6577 0 0 0 0 0 0 0.3861 0 0 0 0 0.9396 0
+SMYD2 964.938 2673.87 843.727 846.63 315.754 462.495 530.874 1280.03 521.142 1124.21 583.97 194.175 1569 1055.7 2052.4 283.996 1531.91 581.236 268.734 2181.03
+SMYD3 340.538 788.35 315.213 219.21 596.859 303.65 541.649 215.887 266.913 208.978 326.972 163.835 976.244 380.732 363.294 249.769 418.117 1021.36 253.23 639.224
+SMYD4 1178.19 324.52 343.06 282.727 389.523 326.514 341.484 235.606 291.755 149.716 240.458 467.84 245.475 244.811 311.702 304.348 305.667 226.545 546.394 297.414
+SMYD5 1302.11 1066.57 994.223 612.703 1685.51 1134.78 894.322 768.355 910.148 895.177 799.618 813.714 1283.37 689.256 1152.22 1130.43 685.408 876.43 584.449 1160.34
+SNAI1 35.0624 101.865 78.2106 45.701 23.472 31.6887 71.2806 13.9392 56.0254 3231.37 83.3333 44.9029 40.724 90.7423 88.1365 92.5069 43.7305 205.95 46.0418 12.931
+SNAI2 966.859 387.33 212.709 1835.79 163.745 250.301 3104.85 940.724999999999 282.241 566.782 814.249 120.146 563.914 300.801 1124.28 864.94 793.396 680.397 132.488 314.655
+SNAI3 15.8501 16.9105 23.7002 17.0411 24.5897 17.2483 41.8566 20.3988 14.2706 27.1806 8.9059 25.4854 188.348 6.9505 34.3947 10.1758 15.1718 50.3432 31.0078 60.3448
+SNAP23 1084.05 934.505 779.736 633.617 1712.34 807.461 1188.15 1304.5 1149.58 1489.14 1621.5 870.146 699.661 846.8 757.759 1222.94 572.066 2115.94 1355.88 687.069
+SNAP25 1903.46 467.454 22.5152 269.558 227.455 145.608 32.3249 2246.59 152.748 46.7862 781.17 286.408 332.014 199.247 110.171 1124.88 794.288 1895.5 117.923 215.517
+SNAP29 1163.3 809.287 670.123 640.589 663.363 513.438 707.418 452.854 829.281 1053.8 465.649 581.918 789.027 761.077 812.576 458.834 1030.79 655.225 839.558 1180.17
+SNAP47 480 1297.6 599.408 636.987 2349.36 713.47 880.327 907.955 644.033 497.311 540.992 1116.04 1085.97 588.045 661.76 864.773 397.439 884.119 615.673 510.522
+SNAP91 334.774 74.084 4.1475 207.591 0.5589 0.4011 3.3154 36.0379 6.871 0 121.501 93.4466 2.8281 133.604 6.9864 17.5763 13.3869 4.5767 53.5588 3.4483
+SNAPC1 375.6 332.573 334.765 194.423 250.368 179.703 232.905 188.349 215.645 923.248 148.855 146.238 267.534 244.039 238.076 223.867 335.565 176.964 358.938 93.9655
+SNAPC2 1016.81 403.436 1529.25 996.127000000001 272.163 608.504 718.193 1878.05 1206.13 441.573 543.257 595.267 951.923 1006.66 1958.35 634.598 1411.42 717.773 175.711 866.379
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+SNAPC4 289.625 250.436 497.111 692.486 369.404 631.368 404.061 468.493 608.351 412.61 272.901 391.99 520.362 744.087 895.338 177.613 2121.82 219.68 152.69 268.534
+SNAPC5 89.659 130.642 64.0438 27.8311 148.388 90.6699 103.962 73.6635 164.646 126.327 105.216 116.657 109.723 91.9162 121.526 59.6762 81.8519 99.9695 205.004 72.6379
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+SNCG 12892.4 4039.19 2168.57 12185.1 19927.2 44.1235 94.4882 65.6162 3654.86 160.41 30577 10305.2 108.597 4701.61 2295.85 17556 733.601 28765.8 12975.8 4216.38
+SND1 3280.5 7534.42 8402.9 2828.04 3299.49 3803.85 6187.73 4536.02 6790.7 6194.05 2962.47 4097.09 1980.2 8422.43 10695.1 2834.41 5672.91 5073.99 4688.28 2509.05
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+SNHG10 272.334 73.2787 125.611 240.124 60.9154 75.01 90.344 54.0569 141.12 139.022 154.58 48.5437 192.308 84.9503 200.994 44.4033 316.377 112.891 50.2701 27.5862
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+SNHG3 28.8184 13.2868 42.6603 116.964 18.4423 137.585 84.5421 19.0389 33.2981 182.244 51.5267 42.4757 73.5294 49.4256 47.8302 21.2766 30.3436 104.5 12.2152 14.6552
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+SNHG5 1201.25 2328.41 638.128 1925.64 1879.99 1040.91 1489.43 652.422 3196.09 543.166 7377.23 1949.64 1708.71 844.097 4023.65 2961.15 1856.31 719.298 1705.9 1616.81
+SNHG6 970.700999999999 1131.79 514.887 1027.89 861.198 1742.48 1037.71 1397.66 493.129 1555.53 1683.84 2295.51 1420.25 1486.63 868.467 1316.37 1312.81 1391.3 558.139 1182.33
+SNHG7 479.352 1451.24 638.957 3355.2 588.342 2871.42 1058.72 458.722 1260.56 735.68 646.756 1064.33 463.563 1680.49 562.091 514.237 1955.16 810.74 270.444 352.371
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+SNN 1090.3 1358.47 3539.62 1363.28 1148.45 2057.76 595.524 2329.2 3144.82 350.228 3359.41 3202.06 1036.76 3116.9 2394.2 2159.11 1535.48 1883.3 8481.09 831.897
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+SPATA20 4726.25 880.15 4895.87 5954.75 1039.26 1800.64 1206.6 3053.7 1298.1 474.101 2286.9 3094.05 2991.52 3701.9 1630.12 4602.17 2896.47 2242.56 3384.34 1219.83
+SPATA21 4.414 3.221 0.5925 2.4864 0 29.1135 0 0 6.1258 0 0 0 66.1595 0 0 0 1.9813 0 1.1088 2.5862
+SPATA22 0 0 0.8473 0 0 0 1.2433 0 0 0.4456 0 0 0 0 0 0 0 10.0153 92.7555 0.431
+SPATA24 120.557 53.5498 54.5104 61.9675 85.5051 71.3999 20.3067 39.7777 45.9831 100.702 93.5115 83.1311 104.638 62.5543 53.2044 27.7521 92.8157 122.807 72.3514 50.431
+SPATA2 645.053 502.885 289.142 279.628 446.526 294.023 418.566 537.509 456.131 383.647 479.644 285.194 1182.69 828.265 493.887 390.379 999.999999999999 787.185 477.332 587.069
+SPATA2L 360.711 98.2418 154.051 415.957 116.242 123.145 84.9565 129.192 365.75 381.419 141.221 232.403 154.977 223.188 499.798 190.564 223.561 590.389 99.6007 263.793
+SPATA3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+SPATA4 0 0.4026 0.5925 2.3238 5.0297 0.4011 0 3.7398 3.1712 0.4456 6.9975 61.2864 0 32.0494 6.449 14.8011 17.4029 0 1.8793 0
+SPATA5 117.675 125.218 93.6158 154.919 82.1519 120.337 157.066 166.59 264.799 147.934 169.847 191.141 88.8009 205.425 152.627 142.461 138.331 158.657 153.16 131.465
+SPATA5L1 124.88 201.718 186.639 141.751 207.895 186.522 196.85 187.669 368.922 205.859 321.883 148.058 210.973 158.316 271.933 123.959 214.636 387.49 352.831 133.19
+SPATA6 34.1018 204.939 29.6252 10.0697 31.8548 59.3662 32.7393 77.1755 14.7992 55.6979 38.8041 56.432 5.6561 88.8117 29.558 35.1526 42.838 41.9527 51.6796 98.2759
+SPATA7 140.73 176.352 373.87 380.325 264.898 195.347 138.831 202.968 261.628 122.09 169.847 152.913 342.195 292.692 379.954 147.086 398.037 132.723 350.482 119.828
+SPATA8 0 0 0 0 0.5589 0 67.9652 0 0 0 0 0 0 0 0 0 0 0 0 0
+SPATA9 5.7637 0.4026 23.7002 54.2215 20.6777 2.4067 12.4327 5.1235 8.9852 2.6735 14.6883 9.7087 10.7862 17.7623 19.8952 7.4006 11.1557 10.6789 8.4614 1.2931
+SPATC1 1.9212 2.0132 0 6.1967 2.7943 2.4067 14.9192 1.0199 1.5856 3.1191 3.1807 5.4612 1.1312 0.7723 0 0 1.7849 6.1022 0.9396 2.5862
+SPATS1 0 0.2255 0 0 0 0 326.303 0 0 1.7823 0 0 0 0 0.5374 1.3784 0 1.5484 4.5854 0
+SPATS2 502.882 417.93 609.688 1307.51 269.928 578.019 1230.83 1015.86 647.991 746.797 942.748000000001 601.335 714.932 756.83 450.894 741.906 865.685 1042.72 756.401 484.914
+SPATS2L 1886.17 1121.33 338.913 470.953 3198.34 1719.61 4729.38 590.546 612.579 3864.54 828.88 710.558 762.443 838.691 494.424 966.697 952.700000000001 681.922 365.985 1614.22
+SPC24 1.4409 17.7157 4.74 24.787 0.5589 101.484 39.7845 4.7597 68.7104 26.735 13.9949 4.8544 52.6018 1.9307 36.007 2.7752 48.639 0 3.2887 120.259
+SPC25 10.0865 40.263 17.7751 64.2912 1.6766 397.914 74.5959 36.0379 123.15 361.368 107.506 3.6408 283.371 8.1089 151.552 8.3256 174.476 42.7155 50.74 373.276
+SPCS1 3279.04 3743.83 1836.05 1031.76 3443.64 2066.14 2038.05 2139.69 2278.87 1648.64 2785.52 3340.98 3440.03 2198.12 2157.73 3061.94 2219.25 2160.15 2886.07 3055.58
+SPCS2 1130.16 605.556 763.739 1089.08 875.728 1089.05 690.012 733.337 826.11 1555.09 865.776 626.82 1097.85 796.602 493.887 917.669 731.816 1067.12 933.521 971.983
+SPCS3 1418.83 1130.99 1773.37 2128.58 1687.19 1472.52 2699.96 2058.58 1915.43 2024.73 1951.65 1738.47 1324.1 3805 1411.26 2048.1 1394.47 1747.52 3328.64 1062.93
+SPDEF 1.4409 10.0658 19.5527 62.7421 0.5589 1.2034 3.3154 8.8395 28.0127 0.4456 13.3588 3.6408 0.5656 3.8614 1.0748 2.7752 1.3387 0.7628 1.4094 1.2931
+SPDYA 20.6244 1.4092 10.2622 52.4012 14.0161 22.4228 17.4679 6.905 7.5687 20.0022 21.0242 8.0583 20.2828 15.4803 11.2643 23.3858 9.9018 21.7849 9.0392 11.0043
+SPDYC 0 0 0 0 0 0 1.2433 0 0 0.4456 0 0.6068 0 0 0 0 0 0 0.4698 0
+SPDYE1 5.5427 6.9051 3.555 10.8443 1.6766 2.4308 5.8019 3.7398 5.1691 3.6582 1.9084 6.6748 5.0905 8.1089 5.3742 3.7003 4.0161 6.1022 2.8189 3.2931
+SPDYE2 0.9606 1.2079 0.5925 0 0 0 0 0 0.5285 1.3367 0 1.2136 0 0.3861 0.5374 1.8501 0.4462 0 0 0
+SPDYE3 24.1306 127.795 57.4315 25.3215 69.6391 39.2619 54.2437 43.0653 61.6015 27.5014 22.8053 55.7039 29.1742 55.9475 61.7278 25.4857 34.6452 27.9252 74.3434 48.0474
+SPDYE4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+SPDYE5 5.2834 7.65 1.185 7.7459 3.912 5.2146 1.2433 3.3998 4.7569 3.1191 0.6361 3.6408 0.5656 6.9505 2.6871 0 4.9085 6.1022 1.4094 2.5862
+SPDYE6 24.976 23.3526 4.1475 18.5902 13.4126 7.6213 19.0634 7.1396 10.5708 25.8438 5.7252 3.6408 6.7873 10.8119 5.9116 1.8501 4.4623 11.4416 12.685 9.0517
+SPDYE7P 5.7637 5.6368 3.555 7.7459 4.4709 0.8022 2.901 4.7597 6.871 2.6735 3.1807 1.2136 1.6968 6.9505 0.5374 0 4.4623 6.1022 1.4094 1.2931
+SPDYE8P 4.8031 6.4421 11.2576 18.5902 6.1474 11.2314 17.4057 7.8195 11.0994 6.2382 10.8142 17.5971 2.2624 11.5841 6.9864 6.4755 11.602 12.9672 9.3963 6.8966
+SPEF1 3.8425 12.8842 6.5176 13.9427 19.0011 5.6157 14.9192 16.3191 14.2706 2.2279 24.173 52.7913 17.5339 57.5345 20.4219 53.654 14.7256 14.4928 2.8189 2.1552
+SPEF2 167.627 75.6945 275.515 317.583 183.305 212.996 24.8653 169.65 189.746 116.297 381.679 377.427 83.7104 286.9 229.477 185.014 219.545 306.636 109.467 85.7759
+SPEG 54.755 74.8893 90.0607 1152.59 3.912 196.149 265.23 118.993 23.2558 51.6876 145.674 12.7427 21.4932 9.2673 2.6871 299.723 15.618 466.819 140.944 221.983
+SPEM1 0.4803 0.4026 0.5925 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+SPEN 973.583 2405.72 776.181 1079.01 1293.75 898.917 874.429999999999 885.308 1221.46 1443.69 787.532 955.704 523.19 652.959 802.365 733.58 791.611 907.704 609.819 603.017
+SPERT 0.4803 0.4026 0 0 0 0 0.8288 0 0 7.5749 0 0 0 0 0 0.9251 0 0 0 6.8966
+SPESP1 307.358 4.8316 1.185 3.873 4.4709 28.4757 6.2163 5.3887 18.4989 2.6735 481.552 5.4612 328.054 481.089 3.7619 78.6309 4.9085 810.061 8.9265 377.155
+SPG11 1471.18 2056.64 1113.32 1038.73 1153.48 707.982 751.761 743.537 1572.41 686.644 1041.98 975.121 497.172 868.81 1300.01 682.701 760.821 1906.18 2360.35 540.948
+SPG20 2377.52 3242.38 1609.84 1268.01 2148.25 1065.38 1290.92 1513.59 1398.52 733.43 1212.47 2050.36 1257.35 2012.16 2752.12 740.056 1413.21 1953.47 5442.33 2487.5
+SPG21 2708.93 3394.58 1204.56 1142.53 2000.15 2102.29 2836.72 1840.99 2724.63 2487.25 2263.99 1302.79 1965.5 1187.37 1439.74 1458.83 1167.78 2760.49 2926.47 1359.05
+SPG7 2263.21 888.203 3147.98 4596.44 2277.34 1148.01 1757.98 2525.71 2149.58 1758.27 2185.75 2589.81 2703.62 3057.82 2782.21 2145.24 2433.73 2502.67 1320.65 1009.05
+SPHAR 187.599 103.218 174.825 160.225 242.276 209.587 85.1057 152.899 142.532 81.0026 177.958 34.4357 262.149 107.489 306.71 195.43 111.133 206.018 139.643 258.151
+SPHK1 32.8674 78.9478 18.2077 146.406 90.6521 863.309 2098.48 40.9166 47.5687 1343.45 31.3168 207.409 1477.05 21.1024 191.149 55.8834 234.989 43.6079 17.8623 25.8621
+SPHK2 436.633 431.233 534.493 396.282 493.476 856.831 509.353 576.107 462.532 245.708 295.929 547.427 741.691 448.731 835.179 355.708 608.702 483.143 214.273 743.103
+SPHKAP 0.9606 0 0 70.488 0.5589 8.0225 2.4865 1.0199 0 0 118.957 12.1359 5.6561 0 0 55.5042 13.8331 0 0 0.431
+SPI1 358.79 87.3708 65.1755 220.759 462.733 60.9707 2076.25 66.9761 123.15 941.963000000001 251.272 384.709 339.932 77.6137 176.81 354.302 92.8157 874.142 125.441 21.5517
+SPIB 0 0.8053 0 2.3238 0.5589 0 2.4865 0 0.5285 5.347 0.6361 3.034 0 0 1.6123 1.8501 0 15.2555 0.9396 0
+SPIC 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 2.2883 0 0
+SPIN1 2937.56 2213.26 1277.44 6490.32 1107.1 1428.8 1479.07 3146.86 1716.7 1745.35 1653.31 2097.69 821.267 2597.16 3736.67 2615.17 2977.69 1533.18 1587.97 1561.64
+SPIN2A 10.0865 3.6237 0 0 7.824 0 24.8653 0 0 2.2279 1.9084 0.6068 0 54.0593 0.5374 0 1.7849 0 24.9002 0
+SPIN2B 144.928 100.086 125.214 166.576 132.471 94.5688 171.16 120.55 243.287 103.375 282.443 232.949 74.6606 272.984 155.12 144.311 122.798 197.872 216.749 29.6207
+SPIN3 280.5 165.481 170.049 261.812 50.2971 84.2359 177.787 153.671 210.359 126.546 213.104 342.84 33.9367 322.811 109.633 209.991 186.078 215.103 252.29 69.3966
+SPIN4 85.0144 101.865 115.538 268.009 28.5017 116.727 133.444 136.332 173.89 176.897 127.227 157.16 44.1176 137.851 133.817 117.484 224.453 231.884 103.829 211.638
+SPINK13 106.599 31.4052 59.0431 35.3447 53.0914 27.2764 0.8288 4.7597 458.245 0.4456 269.084 168.641 33.9367 59.8513 232.67 0 91.0308 430.091 361.254 138.34
+SPINK14 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+SPINK1 0 0 1.7775 0.7746 0 0.8022 5.8019 0 5.2854 0.8912 1.9084 16.9903 0 0.3861 55.354 0 8.9246 0.7628 1.8793 0.8621
+SPINK2 0.9606 0 5.3325 0 0 0 0.4144 0 0 0.8912 3.8168 0.6068 0 0 0.5374 7.4006 2.6774 4.5767 4.2283 0
+SPINK4 0.4803 0 0 3.0984 0 0 0 0 7.3996 6.6837 1.2723 1.2136 0 0 0 0 0 0 190.745 0.431
+SPINK5 15.3698 0.8053 5.3325 11.6189 0.5589 13.6382 6.2163 6.7996 9.5137 0 7.6336 1.2136 16.9683 3.0891 1.6123 1.8501 1.7849 9.1533 34.7663 60.7759
+SPINK6 4.3228 6.4421 18041.8 0 2.7943 0.4011 1.2433 10.5394 1.0571 7.5749 0.6361 55.2184 6.2217 189.208 85.4494 4.6253 2365.91 43.4783 35.7059 0.431
+SPINK7 0 0 7.1101 4.6476 0 0 0 0.34 26.4271 0 10.1781 0.6068 0 0.3861 39.2315 0.9251 3.5698 12.9672 13.1548 0
+SPINK8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+SPINK9 0 0 0 0.7746 0.5589 0 0 0 0 0 0 0 1.1312 0 0 0 1.7849 0 1.8793 0
+SPINLW1 0 0 0 0 0 0 0 0 0 0.4456 0 0 0 0 0 0 0 0 0 0
+SPINT1 73.487 175.144 8.8876 88.3036 242.544 10.8303 64.6498 4.7597 26.4271 4591.73 26.7176 38.2282 73.5294 2.3168 33.3199 100.833 4.4623 25.1716 7.517 50.431
+SPINT2 92.219 1989.8 453.266 1702.56 3886.29 179.703 688.355 72.7558 186.575 507.519 422.392 329.49 74.6606 349.068 61.2656 284.921 846.051 1508.77 158.327 31.8966
+SPINT3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+SPINT4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+SPIRE1 1267.05 1658.43 969.930000000001 1046.48 741.044 506.217 838.375 1049.52 505.285 240.169 402.672 1348.91 264.14 1147.6 770.12 593.894 736.725 832.952 626.732 793.966
+SPIRE2 82.6129 52.7446 202.637 307.514 244.779 82.2302 165.769 179.17 195.032 941.072 119.593 121.359 239.819 171.059 458.955 67.5301 301.651 257.818 48.3909 170.69
+SPN 21.6138 53.1472 7.1101 10.0697 21.7954 10.8303 77.0825 15.6391 23.2558 127.437 32.4427 98.9078 39.5928 7.7228 24.1838 66.605 26.7738 155.606 15.5039 3.8793
+SPNS1 1319.15 1672.27 1370.3 2435.7 1208.09 1308.86 2821.69 2275.43 2365.16 881.167 1173.24 1725.05 1747.74 1480.47 2622.32 1813.79 1472.95 1102.34 922.504 891.435
+SPNS2 108.953 80.5945 184.251 276.878 175.721 162.672 176.104 225.866 86.5856 66.3028 230.757 232.015 255.283 697.318 125.487 407.974 296.042 209.504 193.643 45.6552
+SPNS3 7.2046 2.8184 55.6955 6.1967 8.3829 0.8022 5.3875 5.4397 24.3129 4.9014 36.2595 80.7039 5.0905 69.8909 8.5987 223.867 1.7849 58.7338 144.233 0.8621
+SPO11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+SPOCD1 0.4803 8.8579 12.4426 5.4222 10.6183 3.6101 14.0903 4.0798 20.0846 139.022 3.8168 5.4612 13.009 15.4455 7.5238 7.4006 11.1557 3.8139 30.5379 12.5
+SPOCK1 1141.21 12469.5 6438.16 9199.07000000001 241.426 1553.55 1137.59 41187.6 263.214 98.9195 9825.7 2490.9 1023.76 25318.3 2621.52 33774.3 19149.9 20469.9 373.033 808.621
+SPOCK2 1522.57 9623.67 1086.06 862.897 532.59 865.624 619.561 380.098 1050.21 402.362 1007 456.311 1579.75 2489.43 1226.92 582.794 313.699 1649.12 1274.14 773.276000000001
+SPOCK3 1184.92 0.4026 0 0 0 0 1.2433 38.4178 2.1142 0.8912 0 1.2136 0 1.9307 2.6871 1.8501 0.4462 20.595 0 0
+SPON1 58.5975 309.623 19.5527 27.1108 4.4709 102.688 73.7671 10.5394 11.6279 18.7145 100.509 32.767 111.991 52.5147 33.3199 184.089 410.531 118.993 12.685 184.483
+SPON2 126.801 161.052 179.529 186.677 77.1222 101.083 619.561 316.522 235.729 62.8272 161.578 50.3641 320.136 412.395 135.429 85.1064 331.995 288.329 98.661 107.328
+SPOP 1382.32 783.519 932.01 977.537 784.635 620.136 1454.21 916.247 832.452 1197.73 964.377 1657.77 1010.75 946.037 1018.94 1284.92 829.54 838.291 1155.74 798.276
+SPOPL 222.382 502.08 314.028 125.484 301.783 415.965 305.429 260.765 264.271 236.605 256.361 326.456 246.041 205.425 337.498 378.353 181.169 249.428 337.797 312.069
+SPP1 383.766 300.765 7331.06 251.743 2922.26 849.178 4934.94 756.796 8885.31 2318.37 282.443 1084.34 7760.75 1056.86 4272.47 80.481 2313.25 234.172 300.681 654.741
+SPP2 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+SPPL2A 417.387 760.569 474.596 152.595 961.234 892.098 724.409 430.075 632.135 1316.25 465.013 346.481 759.05 593.107 634.69 329.325 304.328 481.312 1730.8 1192.67
+SPPL2B 1233.43 1551.33 2803.14 5783.89 841.079 2191.34 907.584 2610.37 1766.38 672.831 1900.13 1230.58 1682.69 2200.21 4228.94 1391.3 3244.98 1765.83 476.392 1387.07
+SPPL3 1265.61 2794.66 1855.73 2252.52 2265.05 2035.7 2607.96 2897.99 2125.26 1286.84 2157.76 1430.22 1727.94 1926.05 1635.9 2335.8 1689.42 1673.53 2553.44 2036.21
+SPR 2687.8 324.118 882.831999999999 1609.61 1890.05 1405.54 766.266 586.466 1172.3 1723.52 1875.32 1448.42 774.887 1887.44 933.495 948.196000000001 1216.42 2608.7 2281.89 1010.34
+SPRED1 1081.65 886.189000000001 647.015 941.131 912.613 628.56 1527.56 1560.51 1481.5 1146.93 784.351 678.398 629.525 878.849 781.405 1072.16 750.112 886.346 1507.63 1050.43
+SPRED2 714.217 874.111 564.657 522.076 380.581 757.321 1099.05 853.69 423.89 856.856 520.356 423.544 385.747 505.84 475.077 738.205 382.419 369.184 557.67 1068.97
+SPRED3 0 1.2079 0 0.7746 0 0.4011 1.2433 1.0199 0.5285 0.4456 0.6361 0 0 0 0.5374 0 0 0 0 1.2931
+SPRN 171.47 190.444 130.351 500.387 223.543 331.729 95.317 293.743 118.922 128.774 173.028 270.024 389.706 145.96 144.565 230.342 182.954 178.49 97.2516 111.638
+SPRR1A 9.6061 70.0577 604.947 702.556 4.4709 97.4729 0.4144 610.264 10.0423 12.9219 24453.6 6.068 50.3394 14.6732 1.0748 12.0259 11.602 91.5332 1043.46 477.586
+SPRR1B 0 1.2079 39.6978 21.6886 0 4.4124 0 8.1595 0 1.7823 798.346 0.6068 1.6968 0 0 0 0 17.5439 83.1572 11.2069
+SPRR2A 0 1.6105 1.185 1.5492 85.5051 352.587 12.4327 0 19.556 0 0 0 173.643 0.3861 0 0 0.8925 79.3288 7.9868 6.4655
+SPRR2B 0.9606 2.4158 0 10.0697 737.691 6043.32 0.8288 1.3599 338.795 0 0 0 2480.2 0 4.2993 0 1.3387 8.3905 0.4698 52.5862
+SPRR2C 0 0 0 0 0 0 2.901 0 0 0 0 0 0 0 0 0 0 0 0 0
+SPRR2D 0 53.1472 16.5901 1.5492 138.596 701.966 195.193 1.0199 54.4397 1.3367 0 0 278.846 0 0.5374 1.8501 2.6774 5.3394 0 59.0517
+SPRR2E 0 0.4026 0 0 9.5006 0.8022 2.0721 0.34 6.3425 0 0 0 5.6561 0 0 0 0.8925 0.7628 0 0.431
+SPRR2F 4.8031 17.3131 0 10.8443 312.401 4.4124 0.8288 7.1396 131.078 0 1.9084 0 305.995 0.3861 1.0748 0.9251 37.9295 37.376 3.7585 34.0517
+SPRR2G 0 0 0 0 0 0.4011 0 0 0.5285 0 0 0 0 0 0 0 0 0 0 0
+SPRR3 0 1.6105 34.3653 3.0984 0 17.2483 0 10.8794 10.0423 0 108.779 3.034 18.0995 0 39.7689 0.9251 3.1236 2.2883 30.5379 81.4655
+SPRR4 0 2.4158 0 0 0 0 0 0 0 0 1.2723 0 0 0 0 0 0 0 7.0472 1.7241
+SPRY1 233.91 591.464 334.765 296.669 792.459 715.203 1622.88 1174.29 584.038 653.225 294.529 736.044 379.525 262.188 1047.96 627.197 217.76 476.735 706.601 179.31
+SPRY2 566.763 305.194 873.352 331.526 143.626 239.069 2382.1 509.97 701.903 295.422 232.824 500.607 269.231 1030.99 843.208 201.665 250.781 397.407 460.888 703.448
+SPRY3 125.841 62.8103 218.042 182.804 30.1783 63.7786 57.1902 88.7348 61.3108 58.3714 147.583 85.5583 91.0633 206.97 190.246 139.685 107.541 213.577 218.464 70.6897
+SPRY4 303.554 2192.32 2143.09 3769.17 279.987 2601.28 1529.63 1032.18 1909.62 2160.19 1110.05 924.15 1233.6 6014.87 1168.35 1054.58 878.179 1105.26 2732.91 2065.95
+SPRYD3 1361.67 3241.58 2518.15 821.843 2151.6 1904.13 1485.29 2769.82 4560.25 573.466 1715.65 1859.22 1512.44 2335.75 1818.62 1505.09 2155.73 2570.56 3240.78 1741.81
+SPRYD4 428.914 410.683 482.299 463.981 1086.98 958.684 381.268 686.08 671.247 386.766 434.478 403.519 1990.38 497.731 792.691 412.581 663.989 211.289 1384.07 626.293
+SPRYD5 0 0.8053 0.5925 0 0 0.8022 0 0.68 1.0571 0 0 0 0 0 0.5374 0 0 0 0 0
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+SUZ12 809.798 1553.75 617.39 537.568 435.349 911.352 631.993 568.107 704.017 665.256 432.57 1060.68 905.543 418.187 566.438 623.497 651.049 429.443 1037.35 2271.12
+SUZ12P 191.643 118.373 46.8079 345.469 81.0342 142.399 230.004 142.452 137.421 148.825 176.845 194.782 89.3665 107.732 88.6739 109.158 128.96 74.7521 87.8553 219.397
+SV2A 966.379 8745.12999999999 20.7377 49.574 237.514 4634.18 862.826 79.5554 41.7548 113.178 153.944 1090.41 2686.09 28.188 12.3606 34.2276 499.777 77.8032 112.286 9.9138
+SV2B 627.762 351.899 385.128 278.079 140.832 24.8696 5.8019 754.416 140.592 3.1191 2875.32 391.384 104.638 610.87 44.0683 47.1785 1197.68 1091.53 787.409 12.931
+SV2C 7.2046 157.429 3.555 3.0984 0.5589 0 0.4144 197.869 1.5856 0 1.9084 0.6068 1.1312 1.5446 0 0 66.4882 0 0.4698 12.931
+SVEP1 11.0471 29.392 12.4426 14.7173 612.11 11.6326 1174.64 7.4694 50.2801 175.359 134.224 282.124 7.9186 70.5203 51.0547 407.308 613.494 113.41 10.9655 292.681
+SVIL 67.8626 717.008 126.334 198.675 942.858000000001 190.333 2039.56 374.988 87.3362 852.761 503.181 1109.49 96.7195 307.752 103.722 892.331000000001 570.129 417.727 353.596 182.138
+SVIP 314.121 388.136 267.812 252.517 321.343 208.183 122.254 217.927 421.776 233.04 447.837 328.277 127.828 225.504 212.28 396.855 345.828 409.611 396.993 150
+SVOP 0 0 0 0 7.2651 0 0.8288 0.34 5.2854 0 0 1.2136 0 3.0891 12.3606 0 0.8925 2.2883 1.8793 0
+SVOPL 10.5668 193.665 1.185 24.0124 124.066 34.8977 1.6577 40.1177 10.0423 0 1.9084 4.8544 0 31.6633 2.1497 23.1267 51.7626 240.275 60.6061 11.2069
+SWAP70 473.583 725.54 597.837 303.641 1323.37 645.808 1761.29 477.672 468.288 794.92 297.074 625.607 350.113 413.553 756.684 730.805 307.452 484.363 836.74 876.293
+SYAP1 2920.75 1492.95 2044.73 2398.92 1255.75 1352.19 1016.16 1770.28 2570.82 1992.65 4974.55 1328.88 1514.14 3231.59 2950.96 1303.42 2265.95 1686.5 4743.72 4344.83
+SYBU 288.184 1167.61 2124.13 2028.47 224.66 503.409 119.768 1690.05 891.12 3.1191 669.211 570.388 122.172 2925.53 4012.9 772.433 1257 896.217 864.928 1841.81
+SYCE1 1.0134 0 1.9256 255.554 0 546.663 0.7542 0 1.0571 3.1191 1.2723 1.2136 0 0 0 535.837 1426.22 10.5721 0.4651 0.431
+SYCE1L 10.0865 1.2119 1.7775 195.972 3.3531 0.8022 5.8019 2.0399 11.0994 5.7926 4.4529 3.034 2.8281 4.6337 0.5374 3.7003 13.3869 7.6278 0.4698 3.0172
+SYCE2 7.2046 13.6894 15.9976 177.382 1.6766 58.9651 58.8479 24.4786 43.3404 4.0102 76.3359 14.5631 100.113 4.6337 72.014 30.5273 88.7996 9.9161 3.2887 121.552
+SYCN 0 0 0 0.7746 37.4434 0 0 0 11.6279 0 5.0891 0 0 0 0 0 0 2.2883 2.8189 0
+SYCP1 0 0 0 0 0.5589 0 0 0 0 0 0 0 0 0 0 0 0 218.917 0.9396 0
+SYCP2 18.2517 12.0789 2.9625 113.865 11.736 17.6494 13.6759 11.2193 3.1712 24.5071 22.2646 16.9903 27.7149 2.3168 1.0748 18.5014 128.514 38.9016 0.9396 52.5862
+SYCP2L 0 0.4026 11.2576 53.4469 0.5589 1.2034 6.6308 1.6999 11.6279 0.4456 37.5318 13.9563 0 11.9741 1.0748 5.5504 0.8925 5.3394 2.8189 0
+SYCP3 0 0 0 1.2239 0 0 0.5346 0 0 0.6194 0 2.9187 0 0 0.6234 0 0 0 0 0
+SYDE1 625.36 1359.28 910.68 980.635 367.728 172.082 1452.96 855.73 176.533 458.951 384.86 315.534 279.412 313.158 69.3269 379.278 468.541 662.853 132.018 409.052
+SYDE2 34.5821 23.7552 21.3302 10.0697 23.472 61.773 21.1355 16.659 6.871 9.3572 17.8117 35.801 33.9367 34.3663 5.9116 5.5504 43.2842 15.2555 25.8398 82.3276
+SYF2 1561.48 961.481 1014.37 1158.79 1495.5 1018.45 1047.66 1431.32 1477.8 1672.27 1470.74 1235.44 962.67 1303.99 1521.97 1487.51 1165.55 1182.3 905.332 843.534
+SYK 92.6993 66.0314 28.4402 48.0248 295.076 19.655 1006.63 34.678 67.1247 349.783 99.2366 281.553 118.213 40.5445 60.1908 177.613 43.2842 307.399 61.5457 10.3448
+SYMPK 1059.56 1678.97 2630.72 3528.27 2285.16 3574.81 2727.31 3769.02 2652.22 2357.13 3241.73 2006.07 4247.74 2805.29 4839.45 2312.67 2203.93 1941.27 747.475 3443.1
+SYN1 24.976 85.3576 356.688 446.166 178.834 5.2146 127.228 30.9382 192.389 42.776 172.392 49.7573 11.8778 150.98 42.456 227.567 82.1062 278.413 70.0023 34.9138
+SYN2 18.2517 4.4289 23.1077 305.19 151.45 14.4404 42.271 228.807 1.5856 0 561.069 1481.19 6.7873 303.504 255.273 2362.63 13.3869 165.523 9.8661 13.3621
+SYN3 7.2046 1.2079 21.3302 3.873 42.4731 2.8079 10.775 3.0598 54.4397 0 13.3588 2.4272 5.0905 1.5446 4.2993 4.6253 3.5698 1.5256 6.5774 2.1552
+SYNC 2005.27 177.52 75.337 1219.12 279.484 124.785 201.194 520.782 422.817 1542.46 734.288 411.007 1404.23 334.422 166.75 905.799999999999 550.143 621.701 525.732 365.073
+SYNCRIP 3082.13 2962.15 2570.29 1795.51 2541.68 2032.89 3066.31 2516.87 4110.99 2583.49 3804.07 1822.82 2464.37 2436.14 2234.58 2742.83 2389.11 2025.17 4249.47 4298.71
+SYNE1 8732.47 1009.39 1526.88 561.58 1350.2 672.683 1302.11 1170.21 818.71 201.404 984.097 824.029 644.231 922.869 196.157 1012.95 7367.25 969.489 1147.29 1245.69
+SYNE2 2246.4 792.779 1619.32 1923.32 953.968000000001 1698.36 343.556 1183.81 1446.09 1770.3 1087.79 785.801 576.357 1297.81 1013.03 1201.67 2891.57 1921.43 2180.41 668.966
+SYNGAP1 1865.99 678.03 297.437 750.581 111.213 345.768 312.474 863.89 165.433 247.299 433.842 254.854 119.909 803.553 151.552 287.697 425.703 371.472 196.852 400.431
+SYNGR1 276.225 186.841 201.452 2811.73 478.04 269.84 224.103 889.244999999999 479.197 235.549 542.347 1003.45 708.999 1007.99 530.818 238.326 2000.25 868.474 542.927 564.819
+SYNGR2 1131.6 1220.78 1673.83 1319.13 3929.88 1167.27 2290.51 548.388 2101.48 2665.48 1555.34 4154.13 901.018000000001 1364.61 857.719 1693.8 721.999 1410.37 1965.7 1269.83
+SYNGR3 0.4803 5.6368 101.911 316.034 8.3829 29.6831 22.3788 85.675 25.37 16.9322 6.3613 18.8107 3.9593 168.356 677.146 115.634 437.751 17.5439 1.4094 65.0862
+SYNGR4 2.4015 1.2079 0.5925 46.4756 0.5589 3.6101 0.4144 2.0399 15.8562 2.6735 1.2723 0.6068 5.0905 1.5446 8.0613 0.9251 16.9567 0.7628 3.2887 9.9138
+SYNJ1 303.554 327.339 461.561 243.997 291.723 405.134 174.886 293.403 213.002 450.93 368.957 155.947 227.376 211.217 429.397 249.769 286.479 379.863 363.166 243.965
+SYNJ2 28.8184 275.802 287.365 271.108 79.9165 190.132 368.007 105.394 248.414 80.6506 293.257 71.6019 116.516 183.029 145.64 149.861 56.2249 109.077 124.971 422.414
+SYNJ2BP 1081.17 750.906000000001 1299.36 1103.02 511.354 623.746 739.743 592.246 928.647 578.812 784.987 984.223 1089.37 698.523 841.596 860.314 1165.55 605.644 1658.91 730.603
+SYNM 438.521 1109.65 790.401 425.252 1645.83 932.611 106.506 908.087 1016.38 1238.72 1235.37 2833.74 464.366 1408.63 2827.35 743.756 555.109 1555.3 1812.54 323.707
+SYNPO 2145.05 2176.62 4980.6 6718.05 5006.8 7816.69 1140.49 2295.55 4886.89 1837.14 14938.9 6068.57 3937.22 5656.14 4012.36 7629.05 1159.3 6826.85 8023.49 600.862
+SYNPO2 83.0932 252.852 117.316 59.6437 87.7405 105.897 207.211 68.676 142.706 69.9566 363.232 537.621 34.5023 330.92 67.1772 1692.88 174.476 443.173 194.033 18.1034
+SYNPO2L 0.4803 3.6237 3.555 3.873 38.0023 1.2034 0.8288 0.34 2.6427 0 3.8168 8.4951 0.5656 1.1584 3.2245 10.1758 0.4462 7.6278 1.4094 0
+SYNPR 0.9606 0 0 0 0 0 0.8288 0 0.5285 0 0 0 0 0 0 0.9251 0.4462 0 0.4698 0
+SYNRG 794.909 1083.08 805.214 458.559 937.203 761.733 1154.58 894.488 661.734 350.228 645.674 998.786 1000.57 627.86 592.772 812.211 513.164 694.127 965.937999999999 1140.95
+SYP 408.742 118.776 5436.82 6226.96 1651.42 4063.38 51.3883 244.786 10383.7 32.9732 14446.6 435.073 5223.42 1937.64 8487.98 84.1813 1525.21 2047.29 8528.07000000001 1268.97
+SYPL1 2400.58 4463.16 3828.17 1214.56 2806.02 2549.14 1945.3 4163.74 2933.4 2878.02 1607.51 3109.83 1545.25 3270.2 1709.53 2407.96 4305.22 1774.22 4241.95 3066.81
+SYPL2 1046.11 210.978 80.5807 238.575 249.809 316.887 262.329 146.871 373.679 7.5749 547.71 236.044 96.1538 149.435 38.6941 87.8816 69.6118 433.257 429.88 316.81
+SYS1 1105.33 1465.39 722.233999999999 753.331 2356.79 726.462 1125 966.741 833.769 1059.37 1374.55 1821.34 1132.06 1355.97 1456.1 1718.14 1326.71 1216.26 1369.76 550.815
+SYS1-DBNDD2 23.3381 31.9407 103.902 8.0713 121.378 17.6334 121.227 134.445 74.0011 2.7894 95.5025 34.1383 35.0566 199.598 150.112 55.8187 253.472 127.178 114.696 49.3147
+SYT10 0.4803 0 0 12.3935 0 0 0 16.3191 2.1142 0 2.5445 1.2136 0 0 0.5374 25.9019 2.6774 22.8833 0 0
+SYT11 83.0932 1490.94 42.0678 52.6723 271.046 95.4673 1779.94 168.63 74.5243 184.026 65.5216 121.359 109.728 52.1286 111.783 117.484 94.6006 121.281 63.4249 24.1379
+SYT12 236.311 24.1578 33.7728 704.105 186.658 11.2314 27.7663 4.7597 185.518 335.079 17.8117 40.6553 8.4842 18.5346 112.32 3.7003 44.6229 73.9893 225.511 38.7931
+SYT13 1.4409 2565.96 5.3325 22.4632 0 0 1.2433 3.0598 1.5856 117.634 1.9084 217.84 0 1.5446 0 42.5532 0.8925 0.7628 4.6981 28.0172
+SYT14 28.8184 14.4947 43.2529 43.3772 15.0891 1.6045 1.2433 43.1775 50.2114 0 29.8982 35.801 6.2217 36.6831 42.456 57.3543 24.0964 15.2555 96.312 2.1552
+SYT14L 0 0 0 0.7823 0 0 0 0 2.685 0 0 0.6068 0 0.3861 0 0 0 0 2.3209 0
+SYT15 24.976 39.8604 15.9976 31.7583 17.8834 32.491 7.4596 22.7787 17.4419 5.347 27.3537 49.1505 8.4842 37.8415 10.2109 91.5819 9.817 24.4088 8.9265 45.6897
+SYT16 0 0.4026 0.5925 7.7459 0 0 0 0.34 0.5285 0.8912 2.5445 0 0 0 0.5374 2.7752 0.8925 0 0 0.431
+SYT1 146.494 19.3263 1.185 6.9713 12.2948 2.0056 29.0095 96.8944 39.6406 0.8912 8.2697 23.0583 1.1312 1.5446 6.449 2.7752 512.717 8.3905 3.2887 0.8621
+SYT17 2.8818 4.8316 207.969 188.226 5.0297 9.2258 60.0912 111.174 10.0423 149.27 51.5267 237.864 53.1674 27.4158 11.8232 81.4061 219.099 17.5439 165.375 38.7931
+SYT2 5.7637 2.8184 4.1475 7.7459 2.2354 3.209 9.9461 1.6999 3.6998 3.5647 4.4529 1.8204 20.362 1.9307 0 1.8501 1.3387 3.8139 4.2283 3.4483
+SYT3 1.9212 6.0395 107.836 690.937 22.3543 71.801 0.4144 70.7159 232.03 4.9014 40.0763 44.2961 3.9593 148.663 214.43 38.8529 103.525 7.6278 12.685 1.7241
+SYT4 0 0.4026 0.5925 0.7746 0.5589 0 0.4144 0 2.1142 0 0.6361 6.6748 0 1.5446 16.6599 0 0 0.7628 3.7585 0
+SYT5 2.8818 1.2079 90.6532 227.73 27.9428 3.6101 6.2163 58.1366 38.055 0.8912 24.173 23.665 2.8281 132.831 17.7348 6.4755 11.1557 14.4928 6.1076 18.5345
+SYT6 1.9212 0.4026 0 5.4222 5.0297 0.8022 27.7663 4.7597 5.2854 4.0102 2.5445 20.6311 2.8281 3.8614 3.7619 8.3256 15.1718 26.6972 0.9396 0
+SYT7 20.6532 453.362 11755.3 3122.39 64.2685 91.055 2116.04 168.97 3026.43 48.123 1690.84 128.641 338.801 250.217 171.974 62.9047 1828.2 1276.13 2422.36 253.448
+SYT8 3059.08 8359.41 7.1101 1.5492 0.5589 504.212 0.8288 0.68 0 127.882 0 1.2136 0 0 0 1.8501 3.1236 1.5256 7.9868 3.8793
+SYT9 569.645 5.6368 8.2951 29.4345 23.472 3.6101 0 9.5194 5.2854 0 6.3613 62.5 1.1312 2.703 30.0954 17.5763 2.6774 0 6.1076 0
+SYTL1 16.3305 10.0658 5.3325 30.9837 34.0903 37.3045 54.7037 11.2193 2.6427 750.808 3.8168 16.3835 15.2715 3.8614 3.7619 19.4265 25.4351 64.0732 5.6378 5.1724
+SYTL2 804.515 3850.76 1521.55 939.582 138.038 1600.48 485.702 825.472 235.729 54.3611 243.639 59.466 1986.43 1627.57 207.981 115.634 2088.35 140.351 157.858 1612.93
+SYTL3 48.511 10.4684 52.7329 41.828 45.8262 8.0225 200.995 18.3589 87.7378 110.059 43.8931 81.3107 56.5611 30.891 26.8709 40.7031 41.4993 96.8726 94.4327 27.5862
+SYTL4 189.241 45.4972 109.021 208.366 23.472 55.7561 669.291 16.659 62.8964 165.311 69.3384 44.9029 85.4072 46.3365 68.252 43.4783 79.8751 15.2555 83.627 67.6724
+SYTL5 8.6455 25.3657 357.873 3.0984 0 2.0056 0.8288 4.7597 58.1395 1.3367 108.779 477.548 1.6968 102.713 10.2109 483.811 23.2039 150.267 385.718 4.3103
+SYVN1 2678.67 2923.5 5087.84 3740.51 3790.72 4181.31 1481.14 3749.64 3790.7 2669.49 2946.56 1409.59 3673.64 4270.68 2954.72 2506.01 2849.62 3401.22 2604.18 2507.76
+T 0 0 1.185 3.873 0 0.4011 0 0.34 0 2.6735 1.9084 0 0 0.3861 0 0 0.4462 0 0 0
+TAAR1 0 0.4026 1.185 0 0 0 0 1.3599 0 0 0.6361 0.6068 0 0 1.0748 0 0 0 0.4698 0
+TAAR2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+TAAR5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+TAAR6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+TAAR8 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 0 0 0
+TAAR9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+TAB1 520.605 596.678 476.374 1009.34 533.49 275.287 693.013 567.57 718.478 885.539 327.245 650.673 581.725 737.357 618.718 407.373 1295.6 564.02 490.665 515.784
+TAB2 1826.61 2630.79 904.162 592.564 2236.54 711.191 2276.83 1382.02 1402.75 1046.23 2047.71 1498.79 1176.47 1075.78 943.706 1835.34 963.855 829.901 2302.56 1835.34
+TAB3 1574.93 1171.65 784.476 826.491 337.549 292.419 573.145 396.757 694.503 372.953 979.008 1197.82 172.511 711.652 365.444 443.108 631.414 537.757 1133.19 963.362
+TAC1 1.4409 7.65 8.8876 278.854 0 0 73.7671 0 2.1142 0 8.2697 5.4612 3.3937 20.4653 2.1497 0 3.1236 10.6789 23.4907 0
+TAC3 0 0 0 0 0 1.2034 4.5586 0 0.5285 0 0 0.6068 0 0.3861 0 0 0 2.2883 0 0.431
+TAC4 0 1.2079 1.185 0 3.912 1.2034 0.4144 0.68 0.5285 0 0 0 5.6561 0.3861 0.5374 0.9251 1.3387 0 0.4698 0
+TACC1 1447.17 2403.7 555.769 1295.12 1381.49 1363.82 1787.4 4119.54 1362.58 654.562 1860.69 2127.43 1149.89 1368.86 387.478 1955.6 1228.47 1226.54 1182.99 3365.09
+TACC2 533.141 1906.45 548.067 1006.97 149.774 1294.02 262.743 1099.16 949.789 1116.19 1477.1 1094.05 941.177 1109.76 992.073000000001 418.131 394.913 1646.83 748.884 731.034
+TACC3 286.743 373.238 334.173 2414.41 200.071 1964.7 1562.78 634.743 1959.3 1671.38 797.074 241.505 1482.47 261.801 774.956 259.945 2539.94 556.064 769.086 1924.57
+TACO1 409.222 347.873 449.119 426.801 532.59 357.802 797.762 491.271 736.787 569.901 432.57 2198.42 1066.18 459.504 487.975 773.358000000001 448.461 514.874 696.735 442.672
+TACR1 13.4486 12.0789 0.5925 0 6.1474 0.8022 5.3875 12.2393 0 0 40.0763 20.0243 0 11.9703 1.0748 125.809 0.4462 32.0366 9.3963 0.8621
+TACR2 7.2046 128.842 53.9179 24.787 17.8834 65.7842 6.6308 18.6989 29.5983 2.2279 7.6336 25.4854 52.6018 22.0098 30.6328 2.7752 2.2311 12.2044 11.2755 4.3103
+TACR3 0 0 0 0 0 0 0 0.34 1.0571 0 0 0 0 0 0 0 0.4462 0 1.4094 0
+TACSTD2 26.4169 67.2393 31.9953 5.4222 22.3543 12.8359 7.874 19.7189 11.6279 5903.98 25.4453 11.5291 50.3394 18.5346 12.898 23.1267 8.9246 26.6972 4.6981 7.3276
+TADA1 322.286 349.483 168.271 125.484 233.602 232.25 143.39 209.768 204.546 262.449 185.114 294.903 182.127 230.138 271.396 217.391 198.572 245.614 259.807 290.086
+TADA2A 106.628 101.463 95.9858 53.4469 123.507 212.595 147.949 72.0758 105.18 76.1947 91.6031 108.01 203.62 57.1484 122.531 64.7549 124.498 83.1426 92.5534 286.638
+TADA2B 2100.86 1268.29 1499.63 4556.93 1240.1 1180.91 545.794 3155.7 1542.28 403.253 1942.11 1367.11 838.801 2830.39 1190.92 2187.79 2847.84 2662.09 3030.3 850.862
+TADA3 4676.98 2961.63 1898.39 1509.57 1844.55 2259.8 1736.69 1841.16 1661 1409.2 1445.64 2561.46 4608.92 1458.5 1885.86 2872.8 2260.97 1834.13 1599.77 2209.38
+TAF10 1810.28 846.732 927.27 1355.54 1090.89 1187.32 1690.43 800.653 1161.21 2007.8 999.999999999999 757.282 1705.32 707.79 661.024 1762.26 719.322 1461.48 730.092 1085.34
+TAF11 640.73 437.257 373.278 465.531 606.918 701.966 623.705 493.651 839.852 644.759 624.682 388.956 1055.43 343.663 411.662 741.906 425.257 320.366 706.131 1043.1
+TAF12 212.776 226.681 392.831 365.608 258.751 340.955 435.972 266.545 500 1392.45 386.132 306.432 278.846 360.653 606.207 467.16 381.972 465.294 315.715 159.483
+TAF13 37.464 108.308 155.829 9.2951 68.7394 128.761 132.615 98.5943 171.776 168.43 37.5318 97.6942 31.6742 94.2176 288.056 51.8039 69.1656 35.8505 169.603 91.8103
+TAF15 2512.97 1698.7 3037.18 2208.37 3747.69 1685.52 2728.14 1580.91 2322.41 2781.33 2459.92 2837.99 2808.26 2635 1777.78 3107.31 1871.93 2204.42 1776.37 3275
+TAF1 545.629 1100.79 1440.38 1451.59 398.465 610.108 477.828 466.793 1051.8 495.934 1026.08 786.408 210.407 1064.97 1142.55 743.756 867.024 715.484 848.485 408.19
+TAF1A 37.9443 119.984 39.1053 30.9837 21.7954 85.0381 82.8844 33.998 30.6554 112.287 42.6209 23.665 37.8959 32.4356 60.1908 14.8011 25.4351 135.011 36.6455 105.172
+TAF1B 136.888 115.958 163.531 30.9837 113.448 228.64 159.967 134.292 99.8943 384.984 115.14 99.5146 141.403 86.4948 117.157 102.683 145.917 88.4821 93.9629 428.017
+TAF1C 1406.82 978.794 1670.27 5072.81 1327.84 968.311 949.440999999999 1163.07 1339.85 1159.41 1421.76 632.888 1088.24 1537.99 1229.07 864.015 2137.88 1652.94 501.762 964.654999999999
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+TET1 52.3535 150.181 30.8103 84.4307 13.9714 205.375 109.822 73.7757 25.37 48.123 40.7125 20.0243 62.2172 20.8514 6.9864 79.556 16.0643 36.6133 14.5642 130.603
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+TEX101 0 0 1.7775 161.115 0 6.8191 0 10.8794 63.9535 0 1.2723 4.8544 0.5656 4.2475 6.9864 0 0 0 0.4698 0
+TEX10 386.647 398.202 252.407 344.694 260.986 406.739 460.837 536.829 464.059 491.478 263.359 509.102 360.86 522.058 548.703 246.994 847.39 211.289 265.915 434.052
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+TEX2 1560.52 2187.09 1375.8 602.634 1572.06 1747.69 874.016 1876.69 1068.71 572.574 1642.49 2618.93 1667.42 1113.23 1166.73 1848.29 1272.2 1430.97 1632.14 1701.29
+TEX261 1486.07 2346.53 2349.28 1205.27 3439.76 1920.58 2692.5 1373.18 1841.44 2663.7 1031.81 1243.33 1869.34 1702.48 2605.4 1680.85 1602.86 1318.84 2295.04 2191.81
+TEX264 4561.96 2257.15 2463.64 2777.69 2828.93 1970.72 1629.51 2416.92 2617.34 1209.76 2986.01 5052.18 4296.38 2517.62 3237.4 4709.53 3247.66 3365.37 3315.48 1836.21
+TEX28 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+TF 19.2123 2.0132 9.4801 20.1394 2.7943 9.2258 3.3154 20.7388 4.7569 0 9.542 66.1408 3.3937 15.0594 20.9593 8.3256 1.7849 7.6278 0.9396 0.8621
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+TFAP2C 214.697 1.6105 340.69 208.366 3.912 246.29 18.649 147.891 16.9133 700.011 151.399 0 199.095 27.4158 61.2656 0.9251 12.4944 0 1.8793 165.086
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+TFE3 2702.69 2078.78 3593.54 3135.55 1536.3 1835.14 4776.21 1412.28 4701.9 1664.25 3900.13 3071 842.195 4010.81 2765.55 3686.4 1565.37 3586.58 3444.68 1112.93
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+TFF2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+TFG 2855.91 3102.67 2233.15 2019.36 1159.07 1868.03 3020.31 2019.82 2183.4 3750.03 3243 2737.86 2144.8 2556.23 3206.77 3450.51 1825.52 2075.51 2213.3 3307.33
+TFIP11 436.719 450.29 714.97 533.726 595.479 303.767 838.898 354.151 771.633 916.333 319.459 454.308 586.239 530.904 719.414 295.8 1076.82 753.974 839.69 596.47
+TFPI2 17.7714 215.005 3472.08 405.112 28.5017 3.209 224.617 32.2981 1412.79 12349.8 126.59 198.422 82.5792 4408.15 317.076 10312.7 200.357 2826.09 40.404 249.569
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+TFRC 222.382 1032.34 2160.27 436.096 2433.26 1523.47 4523.41 218.947 7927.06 13047.6 1559.16 1103.16 4506.79 296.554 1495.1 135.985 767.068 410.374 3829.93 9531.89999999999
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+TGDS 271.854 243.591 239.964 174.284 306.812 103.089 256.113 311.082 389.535 188.927 212.468 220.267 110.294 239.792 263.335 74.0056 221.776 174.676 414.376 211.638
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+TGFB1 470.221 791.169 325.878 1154.92 615.86 310.469 3711.56 2766.42 852.009 2653 737.913 1744.54 686.086 337.098 307.94 2585.57 408.3 676.583 208.128 481.466
+TGFB1I1 556.196 672.795 94.8008 316.809 349.844 392.298 1420.22 715.998 245.243 652.779 228.371 154.126 658.937 822.859 168.212 433.858 878.626 179.252 88.7949 511.638
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+TGFBI 350.624 588.243 7261.74 3637.49 1049.53 104.292 11193.5 98.9342 804.44 10214.1 2876.59 2285.19 625 153.683 464.329 20349.7 298.527 1470.63 418.605 59.4828
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+TGIF1 1081.17 343.444 1007.85 1202.94 642.685 1218.21 2592.21 495.351 604.123 2613.79 347.328 498.18 721.72 695.434 977.563 1085.11 670.236 557.59 529.951 1607.76
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+TGIF2LY 0 0 0 0 0 0 0.4144 0 0 0 0 0 0 0 0 0 0 9.1533 0 0
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+TGM5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+TGM6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+TGOLN2 3387.13 17492.3 4405.27 1432.22 5729.96 4843.56 9121.43 5053.81 2810.78 5844.27 2043.26 4224.51 3579.19 4266.05 4494.42 4548.57 3371.71 2620.14 4769.56 5900.43
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+TH 0 0 53.9179 0 1.1177 0 0.4144 0.68 0.5285 1.7823 0 0.6068 0 1.5446 0 0 12.0482 0.7628 0 0
+THADA 1748.8 765.803 644.053 364.059 918.76 558.363 1164.11 481.412 622.093 900.969 623.41 572.209 886.878000000001 666.087 892.651 626.272 593.931 732.265 433.169 865.517
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+THAP1 163.304 161.052 114.946 85.2053 348.727 188.528 189.391 206.708 138.478 178.679 216.285 253.641 145.928 139.01 152.627 217.391 107.987 257.818 178.53 196.121
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+THEG 0 0 0 0 0 0 0.8288 0 0 0 0 0 0.5656 0 0 0 0 0 0 0
+THEM4 339.577 368.004 273.145 285.825 620.89 567.188 226.274 333.181 378.964 407.709 473.919 311.286 411.199 403.128 397.689 254.394 207.05 429.443 442.095 312.069
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+THEMIS 2.4015 4.4289 1.7775 0.7746 0 0 26.9374 1.3599 0 35.2011 1.9084 27.3058 0.5656 0.3861 2.1497 20.3515 0.4462 38.9016 1.4094 0
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+THSD1 35.0624 49.5235 29.0327 184.353 45.8262 49.3381 410.692 63.2363 17.4419 258.438 67.43 64.9272 26.0181 71.4355 23.109 135.06 156.626 48.8177 59.6664 22.4138
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+THTPA 182.517 393.37 420.678 252.517 219.631 360.61 298.798 476.652 490.486 204.968 187.659 377.427 418.552 206.584 254.199 432.007 480.589 246.377 656.801 206.897
+THUMPD1 1510.09 895.45 2174.49 2769.17 630.949 796.229 728.554 1776.74 748.414 762.393 1630.41 1366.5 564.48 1927.6 749.16 3272.9 2212.85 1899.31 971.576 656.897
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+THY1 276.177 909.945000000001 339.505 2073.59 168.775 1448.46 12159.1 2202.73 831.395 1194.16 1960.56 1174.76 1061.09 697.751 836.222 3310.82 719.322 1462.24 786.469 242.241
+THYN1 1490.39 463.428 756.036 878.389 1293.19 939.029 755.905 523.23 816.068 1201.29 1208.65 578.277 1326.36 580.751 800.751999999999 948.196000000001 889.781 1303.59 492.835 436.638
+TIA1 1140.25 773.856 1120.43 3470.95 1077.48 1241.48 993.784 924.746 753.7 1297.54 1225.83 700.85 813.348 770.731 920.596 1024.98 917.894 1300.53 372.563 1285.78
+TIAF1 903.996 43.2586 117.565 644.5 193.214 113.157 479.697 135.081 82.6956 418.398 515.255 398.938 193.512 159.853 72.1752 592.451 187.189 536.446 386.812 164.621
+TIAL1 1241.59 2445.58 884.017 1511.23 885.229 2196.55 1401.99 1372.5 1151.69 1666.04 1578.88 1663.84 1306 1259.58 1136.1 1029.6 910.308 1230.36 1014.33 2118.1
+TIAM1 268.972 409.072 235.224 79.0085 141.95 125.15 175.715 280.484 95.666 40.1025 201.654 91.6262 171.38 162.564 205.831 326.55 503.347 218.917 120.742 34.9138
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+TICAM1 175.792 406.657 209.747 336.948 228.572 453.269 514.712 209.428 111.522 453.604 209.287 310.073 358.597 171.445 288.056 318.224 202.588 339.435 80.8081 440.948
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+TIE1 382.805 813.313 347.208 209.915 1164.1 760.128 713.635 1257.93 224.101 139.468 692.112 356.189 672.511 381.89 475.077 799.26 248.996 656.751 509.749 92.6724
+TIFA 163.785 82.1366 193.157 219.21 84.3874 171.681 334.024 101.994 113.636 286.064 138.041 199.636 239.819 95.376 44.6057 123.959 200.803 266.972 137.656 151.293
+TIFAB 1.4409 0.4026 0 0.7746 0.5589 0 1.6577 0 0.5285 4.0102 1.9084 0.6068 0.5656 0 0 4.6253 1.3387 3.8139 0 0
+TIGD1 121.998 177.56 144.571 721.921000000001 67.0628 201.364 150.021 209.768 268.499 210.315 162.85 87.9854 354.072 132.059 273.008 145.236 328.425 385.202 80.3383 69.3966
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+TIGD3 18.2517 1.2079 7.7026 37.9551 66.5039 6.0168 12.8471 2.3799 18.4989 27.1806 5.7252 36.4078 6.7873 5.7921 1.0748 7.4006 7.1397 14.4928 5.6378 4.7414
+TIGD4 0.9606 3.6237 8.2951 6.1967 5.0297 16.0449 5.8019 8.1595 8.4567 0.4456 15.2672 16.3835 1.1312 32.8217 4.8368 24.9769 16.5105 45.7666 29.1285 6.0345
+TIGD5 543.228 299.154 148.126 449.264 323.019 263.137 229.175 654.122 275.37 546.285 335.242 388.349 829.186 385.752 309.553 288.622 519.857 554.538 241.485 284.914
+TIGD6 157.541 168.299 325.878 372.579 309.048 327.718 171.156 243.086 316.068 192.492 347.964 305.218 289.027 454.484 287.519 348.751 322.178 328.757 505.99 114.224
+TIGD7 533.088 385.346 273.429 1658.95 138.032 490.574 345.081 569.076 630.137 329.731 528.219 309.466 473.575 609.302 1419.86 435.301 506.582 729.924 143.34 246.621
+TIGIT 0.9606 17.3131 0.5925 0 2.2354 0.4011 45.172 0.68 4.2283 167.985 0.6361 12.1359 0 0.3861 1.6123 18.5014 20.0803 147.216 4.2283 0
+TIMD4 1.9212 0.8053 0 2.3238 0.5589 0 44.3431 0.34 4.7569 20.9424 0.6361 1.2136 0.5656 0.3861 0 0.9251 0 0.7628 1.8793 0
+TIMELESS 88.8569 1006.58 596.652 986.057 373.875 1354.59 1120.6 605.165 1488.9 734.321 827.608 598.908 858.031999999999 507.385 1072.69 352.451 1460.06 506.484 683.11 1755.17
+TIMM10 441.402 262.112 510.739 372.579 578.976 880.064 473.27 456.593 378.435 997.661 633.588 706.918 580.317 435.177 422.948 538.39 486.39 683.448 526.192 355.172
+TIMM13 3557.1 1642.71 2801.95 5904.42 3593.99 6228.88 1177.79 6367.11 4907.75 751.253 5215.29 3516.38 6818.73 3642.42 6843.83 2683.63 4647.43 3629.87 2776.58 2713.75
+TIMM16 494.596 260.127 692.721 1985.83 1245.04 422.515 248.305 508.396 742.828 489.157 1552.38 821.735 754.87 772.997 1005.22 694.487 898.336 1288.6 1044.01 318.026
+TIMM17A 1225.74 1426.12 1109.17 569.326 1769.9 3363.42 886.448 1211.35 1413.85 1330.51 949.109 1369.54 5227.94 1255.33 1688.57 814.986 1518.52 1144.93 1812.54 2360.78
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+TINAG 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.9396 0
+TINAGL1 519.212 1761.91 376.241 108.443 2842.9 571.199 495.649 579.326 547.04 540.938 968.193 555.825 257.353 739.454 398.226 1697.5 340.919 1010.68 573.643 199.138
+TINF2 957.253 1470 2605.24 1063.52 655.539 1971.52 1041.44 2231.97 2552.85 851.064 1563.61 1275.49 1910.07 1297.81 1812.71 1876.97 1383.76 938.978000000001 2247.59 1848.71
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+TIRAP 78.2901 103.073 108.428 92.1766 198.953 225.832 75.0104 49.9771 122.622 96.6915 176.209 94.0534 98.9819 117.772 53.2044 96.2072 74.5203 144.165 170.073 149.138
+TJAP1 671.47 879.747 700.341 1128.58 1704.51 1032.09 1059.68 855.73 1149.05 1049.35 1211.2 521.845 875.566 694.662 672.847 634.598 667.559 815.408 866.808 1154.31
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+TK1 103.746 113.139 162.939 834.237 23.472 1231.45 1985.08 186.649 552.326 3389.11 430.662 206.311 993.778 66.0295 443.907 192.414 442.659 159.42 138.125 1675.86
+TK2 2004.8 2172.19 3185.31 1178.93 1863.79 793.823 941.152 1633.61 1493.66 422.413 1087.79 4097.09 1445.7 3233.52 2394.2 2617.02 1509.59 1990.08 1306.55 1182.76
+TKT 3997.12 5367.06 5456.97 2026.34 2298.02 8184.92 6818.07 3146.86 4463 10476.1 6270.36 14362.9 9479.06999999999 3310.74 2893.99 4515.26 4785.81 3840.58 7173.6 7153.45
+TKTL1 0 0 1.185 0 2.7943 0.4011 12.8471 0 2.6427 0.4456 5.0891 3.6408 0 0 3.2245 0 5.3548 0.7628 15.5039 0
+TKTL2 0.4803 0.4026 0.5925 0 0 0 0 0 0 0 0 0.6068 0 0.7723 0 0 0 0 0 0
+TLCD1 271.374 36.2367 90.6532 75.9101 51.9737 119.535 188.976 31.2782 93.5518 233.04 26.0814 92.8398 1273.76 54.4454 79.5378 325.624 164.212 13.73 97.7214 425.431
+TLE1 2494.24 1172.46 1532.22 2678.54 2817.2 2323.31 663.075 2665.78 2379.49 157.291 975.191 822.209 2647.06 4114.3 5281.74 1335.8 5040.61 1422.58 448.673 5946.12
+TLE2 174.832 154.207 335.95 1773.04 217.954 260.73 868.628 192.429 274.841 34.3099 266.539 248.786 320.701 147.505 363.294 197.965 155.288 140.351 88.3251 283.621
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+TLE6 2.8818 3.221 327.063 76.6847 17.8834 20.8584 1.6577 1.6999 62.8964 9.3572 27.9898 5.4612 26.0181 3.4752 70.9391 3.7003 113.788 4.5767 3.2887 47.8448
+TLK1 2741.11 2392.83 898.83 1835.79 1526.8 1760.53 1834.23 1611.17 1043.87 1359.47 1372.77 1022.45 1244.91 1145.67 1291.95 1643.85 915.216 1247.14 1335.21 2712.93
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+TLN1 8342.94 11795.5 8124.43 13629 8416.38 13089.9 6898.05 6412.37 10529.6 8202.74 9220.1 6896.24 7231.33 15331.2 19355.6 6180.39 5995.09 9447.75 6262.63 6631.03
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+TM2D2 1023.05 725.137 1361.58 1011.62 1864.35 1476.13 1690.84 2072.86 1419.66 719.171 2399.49 1561.89 2179.3 1107.83 1239.82 1954.67 1170.46 2157.13 1745.83 2325.86
+TM2D3 1561.96 827.003 767.886 457.01 1494.38 369.836 843.348 981.523000000001 1471.46 2159.74 1322.52 903.519 549.774 662.998 419.186 803.885 1534.14 1358.51 2132.49 463.793
+TM4SF1 551.393 923.231 565.842 219.21 584.564 342.96 778.699 790.794 414.376 16903.6 1614.5 801.578 387.443 750.652 317.076 1933.39 391.343 1689.55 999.295 137.069
+TM4SF18 36.5034 116.36 60.4355 27.8854 112.889 208.183 80.3978 199.568 45.4545 15.5954 143.13 146.845 88.8009 93.8315 67.7146 196.115 49.5315 54.9199 236.786 38.3621
+TM4SF19 0 12.0185 0.5925 0 0.5589 4.0112 8.2884 1.0199 23.7844 314.399 0.369 3.4527 2.8281 0 2.6871 0 11.004 0 5.6331 0.431
+TM4SF20 0 0 1.185 0 0 0.4011 0.8288 0 0.5285 0.4456 1.9084 0 0 0.3861 1.0748 0.9251 1.3387 0 0.9396 1.7241
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+TM4SF5 0 0 0 0 0 0 0 0 0.5285 0 0 0 0 0 0 0 0 0 0 0
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+TM7SF2 1319.88 655.482 12054.5 7058.87 63320.1 22860.8 73.7671 131.572 11097.8 167.539 3053.44 4833.74 21778.8 4376.1 7794.17 255.319 2444.89 5892.45 18977.7 18239.2
+TM7SF3 533.621 2425.04 1528.07 458.559 1839.2 2707.98 1332.37 731.298 892.177999999999 1586.28 593.511 820.995 1763.57 1176.95 1287.65 786.309 1194.11 903.127 1405.68 1775
+TM7SF4 0 5.2342 0 3.0984 0 0.4011 220.887 0.34 4.7569 0.8912 0.6361 1.2136 9.6154 0 9.1361 0 2.6774 0.7628 1.4094 0.431
+TM9SF1 1642.65 1383.49 2828.89 2772.18 998.325 1600.72 1948.67 4063.34 3433.88 2514.18 2580.2 1205.42 2794.41 1524.04 2830.95 2750.23 2637.89 1486.32 2778.04 2576.09
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+TMBIM1 1931.8 2607.03 2230.78 567.002 4808.96 4041.32 2957.73 2948.31 765.856 2590.17 1302.16 2848.91 1264.14 2858.96 900.175 5331.17 196.341 1575.9 328.4 2434.91
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+TMBIM6 24014.9 31961.6 48676 27918.7 31791.1 28282.8 23175.7 35971.3 35220.4 19598.5 31748.1 29682 34908.9 38281.7 46008.9 37871.4 39864.3 28879.5 58717.9 25538.4
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+TMCC1 680.115 1094.35 831.284000000001 530.596 364.933 346.971 441.359 447.414 520.085 382.756 429.389 710.558 214.932 523.216 385.329 649.399 636.769 286.804 580.691 422.414
+TMCC2 213.737 202.523 363.205 322.231 220.748 257.521 163.282 574.907 328.753 51.2421 418.575 244.539 233.032 659.137 669.622 546.716 152.61 803.204 186.047 119.397
+TMCC3 458.694 946.987 178.344 338.497 324.137 525.471 606.714 876.469 297.569 409.937 569.975 195.995 733.032 559.127 316.539 381.129 235.609 279.939 302.091 294.828
+TMCO1 3418.35 2975.44 2726.71 2690.16 2790.93 3318.09 2004.97 3024.8 3853.07 3439.01 2669.21 1719.05 4578.05 2972.87 4199.38 2905.64 3149.93 3826.85 4424.24 3460.78
+TMCO2 0 0 0 0 0 0 0 0 0 0 0.6361 0 1.1312 0.3861 0 0 0 0 0 0
+TMCO3 538.425 1973.29 947.414999999999 612.703 2180.1 971.118999999999 670.535 1560.51 1177.59 491.924 155.216 876.82 933.258 971.522000000001 1136.64 446.808 912.093 347.063 1761.8 1542.24
+TMCO4 824.688 696.148 585.395 545.314 1002.03 653.029 259.014 866.27 594.08 476.774 671.756 532.16 755.091 699.681 1533.25 281.221 598.394 643.021 728.212 323.276
+TMCO5A 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+TMCO6 381.364 170.313 88.8757 222.308 1209.37 105.897 154.579 184.269 132.135 525.342 363.868 209.952 176.471 111.98 155.314 223.867 231.147 263.158 264.036 140.948
+TMCO7 115.274 294.725 321.138 123.16 279.987 163.658 281.392 248.525 298.626 340.871 168.575 379.854 140.837 437.108 427.784 287.697 377.956 218.154 231.149 278.448
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+TMED10P1 56.6763 48.7183 45.6229 21.6886 45.2674 42.1179 22.3788 40.1177 36.4693 48.5686 22.9008 33.9806 23.19 30.891 27.9457 26.827 27.6662 30.5111 42.7531 37.5
+TMED1 1934.63 609.123 1346.29 1141.6 1024.29 1243.49 1689.57 2242.45 1312.44 903.25 1517.33 1832.78 2007.69 1228.93 1365.64 2936.8 1529.22 1273.95 918.755 1529.59
+TMED2 2836.22 8694.8 6611.17 2694.04 4844.73 4918.97 7189.39 5999.63 7070.3 6192.27 5529.9 4117.11 4485.29 8190.75 9649.87 6579.09 5743.86 3755.91 7093.73 6261.21
+TMED3 1149.86 1922.16 1985.48 941.131 898.642 1134.78 3261.5 1438.12 2218.29 2515.32 1652.67 945.388 1821.27 1677.77 2953.11 1602.22 1361.89 2502.67 2156.45 1124.14
+TMED4 1140.73 3287.07 1537.55 498.838 1361.37 788.207 699.959 845.531 1215.12 730.756 1007.63 1143.2 450.226 1262.28 944.78 1504.16 1064.7 1289.86 1478.51 875.431
+TMED5 1792.51 1750.63 1437.42 378.776 1612.86 1916.17 1622.05 1272.21 1231.99 2902.08 1276.72 1310.07 1348.98 1187.76 1656.32 1187.79 1340.46 1882.52 2107.59 1943.1
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+TMED7-TICAM2 45.2402 122.589 413.669 95.3679 56.8916 64.4364 76.2122 42.6505 511.66 190.046 140 104.539 88.6143 480 348.875 86.309 191.04 77.7193 378.304 100.237
+TMED8 631.124 449.738 907.717 837.335 478.381 576.414 256.942 527.989 500 663.473 625.318 422.937 749.434 584.612 579.336 1182.24 1457.83 856.598 747.475 377.155
+TMED9 3541.79 3293.11 6021.63 5564.68 4052.83 3808.26 9329.05 3912.83 7886.36 6183.8 6188.93 4459.95 5316.18 6987.55 6772.54 8362.63 5197.68 6041.95 5806.91 3183.62
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+TMEFF2 0 18.1184 11.2576 0 0 0 960.216 0.34 0 0 0 1.2136 1.1312 1.9307 0 0 176.707 2.2883 0 0
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+TMEM101 547.55 577.775 572.36 462.432 1005.38 427.597 1518.03 853.35 680.761 1699.01 487.913 768.204 1929.3 626.701 928.658 772.433 799.643 388.253 371.623 823.276
+TMEM102 333.814 229.499 159.976 59.6437 298.43 13.2371 117.281 12.5793 235.729 59.7081 136.132 454.49 54.8643 217.395 140.266 157.262 58.0098 223.494 123.561 36.2069
+TMEM104 472.142 572.943 858.539 827.266 795.253 995.187 1282.22 524.929 1185.52 628.272 517.812 790.048 447.398 588.86 1127.5 576.318 348.059 526.316 1238.43 928.017
+TMEM105 11.0471 128.842 3.555 61.1929 0 17.2483 1.6577 15.2991 31.7125 3.1191 70.6107 0 21.4932 16.9901 12.3606 0 9.3708 8.3905 3.2887 78.4483
+TMEM106A 55.7157 74.084 7.1101 6.9713 59.2388 46.9314 268.131 9.8594 6.3425 143.478 19.084 60.0728 30.543 8.495 8.0613 10.1758 10.7095 54.1571 24.4304 1.7241
+TMEM106B 1049.47 1996.24 2672.79 1480.25 2420.41 1368.63 612.93 1153.89 2687.1 881.809 1125.32 2858.01 778.28 3326.96 2779.52 2743.76 2121.82 2632.34 4727.74 1519.83
+TMEM106C 575.408 3525.03 2085.02 2557.71 964.028 2699.96 2529.63 853.69 2836.15 3128.88 1328.88 1898.06 2352.94 1196.64 2102.92 1429.23 3861.67 1561.4 3420.25 2635.78
+TMEM107 104.707 211.784 273.737 186.677 264.339 109.106 201.823 93.1546 219.873 367.606 124.046 340.413 122.172 137.851 120.382 246.069 320.393 128.147 70.0023 150
+TMEM108 134.486 762.985 169.456 96.8242 179.952 275.973 7.874 138.712 35.4123 6.2382 237.913 145.024 325.226 184.96 80.6127 488.437 538.599 161.709 67.1835 90.5172
+TMEM109 1728.15 3024.56 1638.28 833.462 3023.97 3010.03 3274.76 2124.88 2386.89 3637.3 2603.69 2372.57 3651.02 2248.48 1870.21 2405.18 2699.24 2664.38 1836.03 2500
+TMEM110 364.174 402.614 158.086 87.529 143.173 201.693 250.282 128.434 152.426 147.675 269.72 144.848 469.813 127.398 153.653 182.646 143.119 153.112 232.201 284.216
+TMEM111 1355.43 1405.99 1474.74 1511.23 2442.2 1415.56 1284.29 1238.89 1789.64 989.64 1692.75 3257.89 2384.62 1292.4 2100.77 1963 1396.7 1162.47 1826.17 1681.9
+TMEM114 0.4803 0 8.8876 1.5492 0 0 17.8201 0 0.5285 0 0 0 1.6968 0 0 0 0 0 0 0
+TMEM115 1976.95 2740.3 1612.8 1804.8 2708.22 2041.72 2552.84 2274.81 1821.88 827.002 2188.3 2570.39 2097.29 1775.85 1437.06 2242.37 1485.5 1205.19 1726.1 1671.12
+TMEM116 153.218 235.941 173.011 179.706 515.266 343.361 162.039 150.611 274.841 129.219 127.863 722.087 194.005 228.98 412.199 150.786 362.338 303.585 475.922 104.741
+TMEM117 140.25 101.06 81.7657 149.496 112.889 135.179 142.147 103.694 192.917 100.256 141.221 118.932 116.516 205.811 49.4424 141.536 195.895 164.76 175.241 108.19
+TMEM11 775.696 334.988 473.411 808.675 561.092 599.278 942.81 519.83 565.539 654.562 617.684 780.34 686.652 545.612 611.044 647.549 652.387 557.59 574.113 691.379
+TMEM119 195.005 438.464 35.5503 13.9427 28.5017 75.01 11688.8 17.679 70.296 20.4968 464.377 157.767 261.878 204.653 261.185 247.919 253.012 243.326 14.5642 130.172
+TMEM120A 4854.95 3261.31 1776.33 2999.23 5987.59 4728.04 886.034 5005.19 1896.41 942.408 2668.58 2823.42 3130.09 3612.7 3387.88 2063.83 2022.31 3475.97 4951.84 3381.47
+TMEM120B 564.352 765.481 1402.74 900.48 296.798 1071.36 1136.23 1147.95 1003.28 423.023 604.224 647.985 1912.69 1595.45 1509 308.196 2040.95 711.335 894.414 1087.72
+TMEM121 22.5744 24.9631 58.0655 529.822 10.0594 8.0225 31.0816 85.335 6.3425 59.7081 8.2697 12.1359 7.3529 9.6534 25.796 39.778 192.771 12.2044 2.3491 7.3276
+TMEM123 2891.45 1706.75 5906.68 724.245 2953 5831.93 2392.04 1088.62 6391.12 4786.45 2169.21 1117.72 2614.25 2657.79 1325.27 1657.72 3233.82 1665.14 3065.54 5154.31
+TMEM125 0 2.4158 1.185 0 1.6766 0 0.8288 0 0.5285 4.4558 0 0 0 0 0 0 0 0 0 0
+TMEM126A 391.45 234.331 268.405 195.972 390.082 364.621 421.882 263.145 295.983 334.633 422.392 310.073 947.964 188.435 225.178 356.152 179.83 405.797 300.211 482.328
+TMEM126B 851.585 548.383 461.561 476.375 628.714 726.434 725.238 407.636 455.074 706.249 532.443 631.675 713.235 457.573 250.974 527.289 361 587.338 652.102 478.879
+TMEM127 2509.61 3653.47 2675.16 2261.04 3388.35 3689.93 3724.41 3596.65 2758.99 1737.77 2478.37 2371.97 2761.88 2705.28 3126.16 3270.12 1698.8 2686.5 2898.76 3421.98
+TMEM128 700.288 628.103 460.969 750.581 926.025 610.108 412.35 1305.52 780.655 243.288 712.468 1067.96 528.846 1063.04 857.719 1127.66 1450.69 862.7 1476.63 755.603
+TMEM129 2479.83 990.068 1874.09 3920.22 1591.07 978.339 1041.03 5445.46 3216.17 562.771 1920.48 4137.14 1311.65 3182.16 2866.59 3087.88 5933.07 1966.44 3669.25 431.034
+TMEM130 6.244 100.658 12.4426 320.682 4.4709 2.4067 538.748 47.9372 23.2558 1.3367 32.4427 251.82 1.6968 93.0592 3.2245 10.1758 10.2633 471.396 5.6378 0.431
+TMEM131 1110.47 1559.79 1191.53 642.913 1453.59 1219.01 1732.28 1643.8 1092.49 1468.64 903.943999999999 973.301000000001 1171.38 874.988000000001 1542.39 1131.36 923.695 815.408 1063.66 1591.81
+TMEM132A 2427.95 4660.04 3300.25 3086.75 776.811 4395.11 2551.18 7063.43 4898.96 1324.27 3041.35 4223.3 20774.9 7352.06 1952.98 9934.32000000001 8617.14 2926.77 3271.32 2943.97
+TMEM132B 4.8031 12.4815 36.7353 28.66 18.4423 18.8528 7.4596 185.969 38.5835 2.6735 15.9033 6.068 7.3529 9.2673 82.2249 6.4755 97.278 17.5439 10.3359 0
+TMEM132C 0.4803 21.742 19.5527 81.3323 0 0.4011 0.4144 46.5773 5.2854 0 4.4529 1.8204 9.0498 11.9703 6.9864 22.2017 1.7849 0.7628 0 0.431
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+TMTC1 1456.29 412.696 341.283 645.236 254.28 2138.39 1460.01 583.746 497.357 16.4866 648.219 670.51 848.416 1007.82 355.771 439.408 2141.01 1381.39 721.165 1935.78
+TMTC2 17.2911 97.4366 130.351 38.7297 11.1771 20.0562 255.698 123.413 40.1691 8.9117 13.9949 21.2379 4.5249 53.287 104.796 42.5532 44.1767 14.4928 17.3831 10.3448
+TMTC3 373.199 572.943 607.91 707.204 452.674 756.518 1024.45 770.395 853.593999999999 408.6 649.491 674.15 514.14 685.394 726.589 725.254 568.942 442.41 469.345 2111.64
+TMTC4 600.865 213.394 222.189 211.464 163.186 62.9763 144.633 171.69 438.161 196.057 157.125 185.073 96.1538 133.218 89.2113 135.985 156.18 176.201 317.125 192.241
+TMUB1 1185.88 1082.67 1150.05 3222.31 1198.75 1204.17 1401.99 1246.37 2006.34 1256.54 1230.92 695.995 1290.16 568.781 1305.39 681.776 1543.06 1527.84 1686.16 775.431
+TMUB2 996.638 930.076 946.823 1353.21 1013.77 495.387 1842.93 1112.42 1123.68 1123.76 841.603 1414.44 1148.76 850.275 1094.18 896.391999999999 753.235 886.346 600.893 1292.24
+TMX1 532.661 656.288 1527.48 724.245 486.764 640.192 997.513999999999 528.329 1528.01 1924.47 1139.95 744.539 924.208000000001 529.009 1139.33 916.743999999999 1166.44 621.663 2079.87 640.086
+TMX2 1993.24 2142.86 1414.31 1124.71 2227.04 2229.04 1986.74 1426.22 1714.59 3042 1129.77 1756.07 3761.31 2054.64 1938.47 1098.98 2291.39 1016.02 3795.07 2990.52
+TMX3 743.996 610.79 728.781 821.843 448.762 631.769 1252.38 654.802 767.442 1027.96 334.606 459.952 434.389 634.424 587.935 796.485 373.048 691.838 608.88 385.345
+TMX4 937.559999999999 790.766 998.371 347.018 765.075 669.876 779.113 785.014 2373.15 430.433 1118.32 841.626 453.62 2435.37 1251.65 2694.73 730.477 1030.51 1383.6 309.914
+TNC 10.0865 771.037 107.836 7.7459 32.9725 176.895 21353.1 36.3779 561.311 247.299 224.555 86.7718 26.0181 137.465 10103.5 572.618 243.195 75.5149 113.695 41.8103
+TNF 0.4803 0.4026 0.5925 0 1.1177 2.4067 8.2884 0 2.1142 9.8028 13.3588 67.3544 31.6742 6.5643 0 2.7752 1.3387 28.2227 2.8189 1.2931
+TNFAIP1 1791.44 1329.04 1157.13 1607.42 1440.74 2211.54 1383.73 1823.47 1568.28 699.516 1675.65 1351.75 1185.49 1408.52 1132.48 1361.41 811.968 1295.19 1152.79 1613.97
+TNFAIP2 540.826 298.349 259.517 5667.7 641.567 184.115 1738.5 518.13 273.784 2812.52 795.802 935.073 158.371 492.325 195.62 1333.03 289.603 808.543 332.159 69.8276
+TNFAIP3 494.717 936.921 3661.68 6622.77 827.667 1162.86 1759.64 3093.82 3572.94 1604.54 984.733 263.349 332.014 2124.53 2804.78 215.541 1141.9 555.301 1500.12 3615.52
+TNFAIP6 0 18.1184 61.6205 5.4222 3.3531 1.6045 2615.83 7.8195 8.4567 427.76 6.3613 37.6214 70.1357 117.772 163.375 304.348 29.8974 4.5767 1.4094 6.0345
+TNFAIP8 36.0231 71.6682 276.7 134.005 105.624 46.5303 571.488 229.827 78.7526 672.385 99.2366 104.976 41.2896 46.3365 68.252 198.89 270.415 240.275 43.2229 67.2414
+TNFAIP8L1 21.1335 216.213 36.1428 56.5453 57.0034 211.392 113.552 101.654 58.6681 39.2113 53.4351 71.6019 62.7828 38.6138 62.3405 45.3284 57.5636 33.5622 63.4249 85.3448
+TNFAIP8L2 70.6052 9.2605 12.4426 48.0248 81.0342 11.6326 383.34 11.5593 16.9133 288.292 80.7888 75.8495 105.769 18.1485 26.8709 86.9565 21.8652 227.307 37.5852 2.1552
+TNFAIP8L3 20.1729 26.5736 62.8055 151.82 1133.36 230.245 1121.01 18.3589 69.7674 479.893 333.969 1263.35 74.6606 393.474 88.6739 892.692 137.439 97.6354 960.301 17.2414
+TNFRSF10A 36.5034 27.7815 80.5807 33.3075 31.8548 21.2595 4.9731 67.996 37.5264 99.365 111.323 84.9515 78.0543 23.1683 8.0613 23.1267 33.021 83.9054 22.0813 310.776
+TNFRSF10B 2227.67 1523.96 2228.41 928.737 622.008 1154.03 2817.24 922.706000000001 1066.07 1868.78 1446.56 1845.27 2278.28 1149.92 154.776 946.346 1002.68 1514.11 872.445 2300.86
+TNFRSF10C 23.0548 46.7051 232.262 106.894 45.8262 19.2539 160.796 57.7966 90.9091 52.5788 62.341 280.34 32.8054 157.158 19.347 20.3515 29.8974 299.008 112.755 9.4828
+TNFRSF10D 16.3305 141.726 20.1452 23.2378 53.6502 8.4236 237.464 29.2383 42.2833 190.264 48.3461 32.1602 29.9774 27.4158 8.0613 22.2017 13.3869 35.0877 19.2624 10.7759
+TNFRSF11A 11.5274 7.2473 8.8876 6.1967 20.6777 7.2202 72.5238 21.7587 6.3425 10.2484 9.542 29.733 4.5249 3.4752 12.898 14.8011 5.3548 9.9161 21.6115 13.7931
+TNFRSF11B 123.439 9.2605 6.5176 7.7459 13.9714 33.6943 2.0721 127.833 2.6427 39.6569 23.5369 12.7427 13.5747 44.4058 2.1497 88.8067 171.798 33.5622 15.9737 0
+TNFRSF12A 1658.02 785.532 3283.07 5310.61 72.6514 1708.38 1717.36 1167.83 6704.02 3065.17 2631.04 2390.78 2376.7 8315.86 4956.6 10040.7 1425.7 3717.77 1328.17 2740.52
+TNFRSF13B 0 2.0132 0 0.7746 0.5589 0 1.2433 0 0.2114 6.2382 0 0.6068 0 0 0 4.6253 2.2311 7.6278 0.4698 0
+TNFRSF13C 0.4803 26.5736 1.185 8.5205 0 2.0056 5.3875 0 4.2283 1.3367 1.9084 0.6068 3.9593 0.3861 0 0 2.2311 11.4416 5.6378 9.9138
+TNFRSF14 3875.26 1789.01 656.531 2163.52 1424 3886.7 1699.14 410.098 1771.63 3133.59 1008.43 200.158 637.868 757.343 1022.75 1804.37 312.673 1632.85 647.851 190.453
+TNFRSF17 0 3.221 0 0 0.5589 0 7.4596 0 0 1.3367 0.6361 1.2136 0 0 0 1.8501 10.2633 12.2044 6.1076 0
+TNFRSF18 0.9606 9.6631 2.37 2.3238 2.2354 0 47.2441 2.3799 5.814 223.237 4.4529 8.4951 1.6968 2.3168 0 26.827 14.2793 18.3066 1.8793 0
+TNFRSF19 766.09 1670.92 21.3302 61.9675 32.4137 5.6157 1164.53 450.134 15.8562 150.607 53.4351 13.9563 2.2624 337.87 2.6871 145.236 821.062 36.6133 55.4381 1105.6
+TNFRSF1A 1359.75 3170.31 3852.47 5029.43 3050.8 1816.69 8968.09 4531.6 2406.98 5353.24 3091.6 3487.86 3663.46 4183.42 2745.13 6284.92 2879.52 3643.78 2275.31 2586.64
+TNFRSF1B 635.447 933.7 166.494 292.796 1254.07 396.31 4417.32 315.842 479.915 1622.81 475.827 619.539 419.683 276.861 325.138 710.453 269.522 1549.2 433.169 139.655
+TNFRSF21 24.976 114.347 219.227 261.812 183.864 549.94 818.483 246.146 593.552 7723.74 201.654 447.815 158.937 84.178 192.933 1389.45 80.3213 26.6972 476.392 391.379
+TNFRSF25 92.6993 18.1184 3.555 244.772 88.8582 13.6382 86.1998 37.7378 7.3996 100.256 86.514 46.1165 22.0588 84.9503 8.5987 122.109 78.9826 150.267 11.7454 81.0345
+TNFRSF4 67.243 147.765 47.9929 93.7258 144.744 75.8123 208.869 116.953 70.8245 66.3919 79.5165 28.5194 130.656 62.1682 63.9527 58.2794 152.164 120.519 32.4172 10.7759
+TNFRSF6B 55.4515 41.024 256.833 293.54 62.9329 36.4741 122.114 67.6017 98.2505 871.030000000001 188.422 58.8107 136.685 70.8447 69.9073 79.3525 178.71 117.338 80.3242 64.7716
+TNFRSF8 17.7714 20.5341 13.6276 5.4222 24.0308 20.8584 540.406 4.7597 5.814 20.9424 14.631 3.6408 29.9774 2.3168 1.0748 30.5273 6.6934 36.6133 14.0944 2.1552
+TNFRSF9 1.4409 2.8184 2.37 0.7746 0 1.2034 59.2623 1.0199 3.1712 19.6057 0 4.8544 1.1312 0 1.0748 2.7752 7.5859 9.9161 1.4094 57.3276
+TNFSF10 447.166 390.551 436.084 251.743 2205.25 1414.76 958.143 424.635 232.558 3952.32 552.799 516.384 268.665 697.751 157.463 883.441 466.756 423.341 814.188 629.741
+TNFSF11 0 0.8053 0 0.7746 0 1.2034 0.4144 0.34 0 211.206 0 1.2136 1.1312 0.3861 1.6123 33.3025 0.4462 0.7628 3.7585 0
+TNFSF12 919.284 493.343 81.4576 331.937 633.956 95.7682 1181.49 183.667 124.952 581.517 369.052 413.944 223.756 376.7 107.58 845.421 148.42 1095.93 166.784 318.534
+TNFSF12-TNFSF13 324.678 30.0805 2.921 94.3687 194.398 0.8584 781.053 31.6624 20.8932 379.089 54.383 176.11 124.118 13.7619 80.3547 429.269 49.3619 374.607 0 0
+TNFSF13 311.758 287.881 269.933 123.664 619.644 172.527 1301.45 453.748 215.677 398.873 152.894 484.581 173.62 252.843 130.216 264.625 485.841 521.846 752.173 169.397
+TNFSF13B 119.116 358.341 20.7377 8.5205 1.1177 183.714 111.48 980.163 57.0825 46.3406 58.5242 18.2039 351.244 140.168 20.4219 34.2276 19.6341 51.8688 187.456 1759.05
+TNFSF14 0 0.8053 17.7751 3.873 0 0 2.901 0 0.5285 6.2382 0 9.1019 1.1312 3.8614 9.1361 10.1758 3.1236 13.73 0.9396 0
+TNFSF15 0 1.6105 2.37 0 0 26.073 12.0182 0 0 0.4456 0.6361 1.8204 2.8281 0 0 0 0 0 0.4698 0
+TNFSF18 0.4803 0.8053 0 0 0 0.4011 0.8288 0.34 0 0.4456 0.6361 4.8544 0 0 0 0.9251 0.8925 0 0 0
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+TNFSF8 7.2046 9.6631 0 1.5492 13.9714 0.8022 43.9287 2.3799 2.1142 5.7926 6.3613 25.4854 2.8281 3.8614 3.7619 14.8011 0.8925 24.4088 7.0472 0.431
+TNFSF9 20.1729 37.8473 65.1755 484.121 254.28 292.82 85.3709 134.632 176.004 434.444 111.323 160.194 15.8371 78.3859 38.6941 159.112 66.0419 61.7849 21.6115 61.6379
+TNIK 309.318 1406.79 363.205 111.541 10.6183 158.845 104.434 182.909 266.913 43.6671 256.998 178.398 35.0679 345.979 85.4494 467.16 168.675 147.216 188.396 500.431
+TNIP1 2945.24 2123.07 2577.4 1624.32 1381.49 1523.47 3579.36 3003.05 3829.81 4839.48 4527.35 3370.75 2527.71 1885.9 1217.79 3184.09 2293.17 3320.37 3875.97 2070.26
+TNIP2 523.535 384.109 436.084 635.167 759.486000000001 617.73 1268.55 549.748 529.598 835.914 587.15 680.218 388.009 468.385 325.675 467.16 616.689 967.201000000001 681.701 384.052
+TNIP3 0 15.7026 0 0 0.5589 0 13.6759 2.3799 0.5285 63.7184 0 5.4612 0 3.0891 0 1.8501 2.6774 10.6789 0.4698 26.2931
+TNK1 180.115 29.7946 2.37 17.8156 74.3279 1.2034 15.748 0.68 0.5285 132.338 0.6361 157.16 1.6968 2.3168 2.1497 214.616 2.2311 13.73 0.4698 0.8621
+TNK2 305.476 409.064 413.568 1005.38 269.369 408.323 941.111 513.7 258.985 461.139 513.995 1037.52 263.575 358.714 188.634 986.087 413.655 703.219 214.705 606.431
+TNKS1BP1 3219.98 3450.95 5358.02 5563.13 2214.75 3714 6492.75 4387.1 3787.53 3226.47 5205.47 3837.38 4539.59 4074.91 3526.53 4012.03 3969.21 4204.42 5204.13 2661.64
+TNKS2 1007.2 3051.54 980.003 1037.18 880.199 1540.31 958.143 1585.67 857.822 1020.39 1129.13 1492.11 838.801 1225.21 1056.56 1164.66 793.396 1067.12 1204.13 1672.41
+TNKS 879.721 1858.81 983.232 1005.86 834.529 746.911 849.631 2354.29 801.205 419.699 1287.58 1185.68 712.811 810.993 1002.05 884.801 1580.37 1107.36 938.868 1414.59
+TNMD 2.4015 0.8053 0.5925 0 68.1805 3.6101 0 3.3998 0.5285 0 0 1.2136 2.8281 0.7723 4.8368 0.9251 0 2.2883 2.8189 0.431
+TNN 0 2.0132 0 2.3238 2.2354 2.0056 98.6324 2.7198 2.1142 0 0.6361 6.6748 0.5656 0.3861 0 25.9019 1.3387 0.7628 3.2887 2.1552
+TNNC1 60.0384 33.4183 0 4.6476 1.6766 0 1.6577 0 5.2854 0.8912 0.6361 1.8204 3.3937 3.0891 6.9864 0 19.6341 84.6682 5.168 1.2931
+TNNC2 85.4947 33.821 31.9953 103.796 118.478 2.4067 16.1625 6.4596 34.8837 2.6735 103.69 37.6214 173.643 91.5146 29.0206 26.827 95.0469 263.158 13.1548 3.0172
+TNNI1 0.4803 0.4026 0 0 0 0 1.2433 0.34 0 0 0 0 0 0 0 0 0 0 0 0
+TNNI2 1029.3 4108.44 3056.14 4714.18 593.506 90.2527 8.2884 10.5394 669.133 12.4763 79.5165 18.2039 24.8869 6.5643 3.2245 10.1758 155.734 162.471 772.845 12.069
+TNNI3 2.8818 0.4026 54.5104 1314.48 549.915 56.9595 0.4144 41.8176 221.987 4.0102 17.1756 1.8204 135.747 32.0494 19.347 0 38.3757 3.0511 7.0472 268.103
+TNNI3K 3.3814 28.5586 5.8658 17.8156 4.0238 0 1.7364 12.3243 6.1311 0.8912 5.1781 68.8167 0 14.2253 3.7619 79.6855 6.2651 10.1754 35.8233 1.8534
+TNNT1 0 2.8184 1.185 37.1805 0 0.4011 279.735 0.34 3.1712 36.0922 0 0 2.8281 0 5.9116 0 0.8925 0 0.4698 37.069
+TNNT2 0 0.4026 0 0.7746 0 0 0 0 0 0 0 0 0 0 0 0 0 3.0511 0 0
+TNNT3 0.9606 119.179 2064.88 3.0984 41.3554 8.8247 65.8931 3.0598 38.055 1.7823 27.9898 4.2476 79.1855 10.0396 18.8096 40.7031 3.1236 306.636 35.2361 12.069
+TNP1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+TNP2 0 0 0 0 0 0 0 0 0.5285 0 0 0 0 0 0 0 0 0 0 0
+TNPO1 1304.51 3314.45 4613.24 3706.43 2743.43 3083.03 2769.17 2661.71 3669.13 3419.85 2402.67 1850.12 2207.58 3045.47 4858.79 2328.4 2239.18 2224.26 6513.98 3153.02
+TNPO2 3402.02 5844.18 4522 7527.5 2132.6 2623.35 1740.57 5094.94 3706.66 781.553 3271.63 2503.64 2400.45 4160.25 4732.5 3794.63 3924.59 3134.25 1771.2 4200.43
+TNPO3 611.912 1835.59 1344.99 348.567 2136.51 2622.14 1056.78 1776.74 1845.67 729.865 711.196 958.131 335.973 1412.49 2101.84 657.724 1039.27 852.784 1866.1 765.517
+TNR 0 0.8053 0 0 0 0 0.4144 0 0 0 0 0 0 0 2.1497 0.9251 0 3.8139 0 0
+TNRC18 2678.19 4627.43 2756.92 2791.63 1858.76 1814.68 3020.72 1988.88 1757.4 2372.73 1542.62 1895.02 1052.04 1925.28 2339.92 1531.91 2300.76 1791.76 969.697 2236.64
+TNRC6A 1502.4 1154.34 2429.86 4696.36 892.494 1463.3 685.868000000001 1657.74 1505.29 682.633 2020.99 1598.91 718.326 2754.32 1607.95 1937.1 2074.07 2293.67 1316.42 862.5
+TNRC6B 307.397 500.067 451.489 313.71 390.082 267.549 457.107 430.755 479.915 574.802 258.27 534.587 247.172 601.602 408.438 308.048 638.108 424.104 623.914 750.862
+TNRC6C 328.665 260.631 403.336 671.123 139.597 231.123 548.541 221.395 280.883 296.277 264.071 280.315 164.355 306.902 247.142 457.484 181.932 286.926 322.011 191.806
+TNS1 5348.22 6682.86 6419.2 3672.35 5177.81 6147.21 3964.36 7892.3 3417.55 576.585 4810.43 2903.52 3589.37 4607.78 7865.65 3487.51 2079.88 2559.12 4266.85 3827.16
+TNS3 1015.85 1727.69 271.367 1394.27 6377.11 452.868 5767.92 1343.26 2961.42 1694.55 1774.17 2759.71 863.688 1080.03 1163.51 892.692 1053.1 1285.28 1150.11 442.241
+TNS4 0.9606 1.6105 1.185 0 0 0 4.1442 0 3.6998 9635.74 6.9975 0.6068 0 0 0 3.7003 0.8925 1.5256 3.7585 0
+TNXB 20811.2 12051.6 17653.4 26090.7 21600.7 15513.6 412.031 11273.6 18081.3 54.682 2565.73 559.144 20660.7 8057.85 12790.7 2437.14 4050.29 10569 14660.1 3713.79
+TOB1 9091.26 1307.74 1846.84 920.217 368.845 2481.46 360.547 5569.73 826.11 1572.46 2380.41 2674.76 1290.7 2408.73 1126.96 3053.65 2535.48 1527.84 1517.07 2083.62
+TOB2 1107.11 670.782 929.64 2279.63 401.259 1064.98 760.879 1059.72 906.977 2146.37 800.891 711.772 499.434 1008.21 1082.9 664.2 1700.13 1426.39 619.215 730.172
+TOE1 309.15 214.832 282.548 462.564 369.209 390.906 361.376 258.201 521.29 669.48 492.354 193.568 496.606 241.796 522.859 185.745 408.38 316.217 447.559 242.914
+TOLLIP 2501.44 2858.27 1896.61 1946.55 1218.31 1930.2 2753.83 2206.47 1803.91 1342.99 1552.16 2217.84 2022.06 1873.54 885.664 2178.54 1652.83 1496.57 3094.67 1194.83
+TOM1 1337.18 1435.78 1227.08 1362.51 2178.42 1226.63 1808.54 1042.72 2308.67 1270.36 1052.8 1824.03 1302.04 1678.54 1466.08 810.361 2568.5 1504.96 2777.54 1410.78
+TOM1L1 293.929 341.253 326.239 75.6158 598.027 336.233 21.3096 130.348 219.968 462.484 187.863 446.651 29.0441 213.488 267.188 221.748 96.5417 146.056 457.815 255.112
+TOM1L2 4212.3 1572.67 2252.11 3137.1 2802.11 3354.19 903.025 2814.7 2073.47 328.395 2217.56 2200.24 2579.19 3223.48 3609.83 1447.73 2600.62 2618.61 2304.91 1652.16
+TOMM20 3146.49 11748.8 4863.28 2556.16 3441.44 5663.86 2153.75 5273.77 1860.47 3797.71 3699.11 3143.81 4955.32 3730.48 6346.9 3254.39 3744.76 3556.83 2739.49 6528.88
+TOMM20L 0.4803 0.8053 1.185 3.873 0 0.4011 0.4144 0.68 1.5856 0.4456 2.5445 1.2136 2.8281 2.3168 0.5374 0 1.7849 0 0.9396 0.431
+TOMM22 653.218 864.85 913.642 771.495 967.381 1107.5 1288.44 506.57 1012.16 2561.21 622.137 956.311 1414.59 821.701 1268.84 581.869 1857.21 1001.53 1196.62 891.81
+TOMM34 5402.02 3217.02 3364.83 1443.07 1857.64 1989.57 1224.2 4898.44 2704.55 1957.89 2271.63 1587.99 11936.7 5520.22 3054.68 2114.71 13794.7 3706.33 5822.41 5787.07
+TOMM40 6553.31 819.353 5884.17 3758.33 2088.45 4792.62 1428.51 2238.77 3324.52 2784.45 2671.76 1906.55 3722.85 3656.72 4038.69 1777.06 4226.24 2422.58 1491.66 1691.81
+TOMM40L 354.962 753.511 520.824 322.548 533.708 609.783 624.07 361.331 590.211 433.913 441.788 526.384 560.147 318.436 430.09 282.22 331.611 481.266 323.697 419.862
+TOMM5 1354.88 560.417 808.171 2543.63 1171.25 1468.82 1214.97 361.049 2225.12 2511.74 1164.69 1506.61 2572.19 1451.07 3736.03 950.019 2524.67 813.12 1073.98 923.241
+TOMM6 2797.99 2247.74 1744.26 2879.17 5309.45 2783.7 2536.92 2298.32 4819.43 4293.06 4305.97 2129.04 5351.88 3218.84 2861.73 3349.91 2251.52 2323.61 6244.94 4453.19
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+TUBGCP3 371.758 822.171 396.386 1756 393.435 166.065 524.658 618.424 544.398 347.555 302.799 432.039 243.778 419.732 405.75 211.841 373.494 337.147 840.028 591.81
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+TWIST1 318.444 564.488 203.822 841.983 250.368 103.49 2405.72 182.909 1245.24 6.6837 1333.33 3547.33 239.819 646.394 908.236 6599.44 650.156 2495.8 262.626 267.672
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+TWISTNB 382.325 592.269 745.371 357.087 432.555 413.558 580.605 413.756 561.311 593.962 401.399 628.034 276.018 770.345 723.902 523.589 557.787 768.879 939.159 580.172
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+TXLNG 382.805 219.031 878.092 172.734 97.2411 688.327 46.8297 118.993 345.137 100.256 293.257 168.083 1197.4 560.672 1481.12 122.109 87.9072 403.509 1153.86 995.259
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+TXN 1803.55 1102.4 2048.88 4461.66 3322.96 4719.21 4680.07 2465.54 3455.07 10199.4 3602.42 5828.28 1619.91 3118.06 3909.18 4356.15 5126.28 1691.08 2605.12 1503.02
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+TXNDC16 169.068 372.433 261.295 292.796 115.124 248.295 81.2267 87.7149 264.271 97.1371 167.303 206.917 203.62 138.623 172.511 481.961 298.081 169.336 373.972 196.983
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+TXNDC8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
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+TXNL4B 266.09 144.544 456.821 816.421 524.208 334.537 407.377 242.066 720.93 575.248 359.415 177.791 666.855 390.385 1081.82 192.414 502.901 244.089 256.988 256.034
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+TYMP 111.912 326.936 97.7633 640.589 763.398 51.3438 3004.56 54.7368 163.848 12100.3 157.761 172.33 591.063 88.4255 267.634 196.115 309.683 1266.21 98.661 472.845
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+TYSND1 1192.12 862.837 350.763 672.347 463.851 845.568 318.69 776.855 388.478 1283.73 383.588 1172.33 757.919 597.741 302.566 512.488 492.191 599.542 367.865 490.086
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+UBE2D2 2021.13 1377.4 1943.42 1867.54 1508.91 1624.95 1590.14 1613.55 2730.44 2081.76 2758.27 1908.98 1829.75 2179.75 1157.06 1559.67 2284.69 1565.22 2381.02 1686.21
+UBE2D3 6353.99 5843.37 4138.65 7115.41 7769.78 5486.16 4980.52 6820.34 7332.98 3234.04 7978.37 8303.4 5386.31 8866.11 6223.83 6659.57 3696.56 8198.32 13066.9 4421.98
+UBE2D4 282.012 640.52 492.632 228.784 533.731 521.941 333.858 107.481 565.946 221.232 204.472 486.918 312.992 441.185 529.625 346.642 231.468 406.682 1053.4 254.336
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+WISP3 0.4803 2.0132 0 0 0 0 4.1442 0 0.5285 0.4456 2.5445 0 0 0 0 0 1.3387 0.7628 0 0
+WIT1 0 0 1.7775 14.7173 0 0.4011 80.8123 27.1984 0 0 0 0 0.5656 0 0 2.7752 0 0 0 0.8621
+WIZ 1480.31 1496.58 2390.16 3130.91 1052.89 1445.65 1386.66 2896.29 2045.98 770.859 1819.34 1728.76 1313.35 2298.68 3667.88 1672.53 2237.39 3033.56 1041.58 2415.52
+WLS 2393.37 2414.57 2765.81 3176.61 1042.27 3037.71 4068.38 3680.29 3529.6 2235.05 1421.76 2174.15 2494.34 7895.36 5043.67 2468.09 1931.73 1824.56 2604.65 1905.6
+WNK1 2756.96 10951.5 3729.82 3041.83 2814.96 1987.16 3142.56 4292.25 3400.11 3588.73 3152.04 2972.09 1428.17 3282.56 3157.33 3999.07 2361 2808.54 3657.51 7034.48
+WNK2 2.8818 2247.28 54.8008 714.407 12.3172 131.456 3.7298 774.611 13.2135 17.8233 16.6921 342.373 5.6561 1490.15 20.4326 23.1267 635.997 18.3905 40.5121 63.5776
+WNK3 0.9606 44.692 209.747 50.3486 20.6777 18.0505 7.4596 12.5793 133.192 8.0205 42.6209 40.6553 0.5656 41.3167 54.8166 39.778 30.3436 49.5805 101.95 3.4483
+WNK4 0 5.8059 1.819 69.2254 2.2578 1.6045 4.8612 3.4678 3.2611 6.3273 3.1807 2.0146 6.6516 1.2163 7.9377 2.7752 1.9366 0.7628 0.3759 5.819
+WNT10A 5.7637 5.2342 8.8876 6.1967 0.5589 7.6213 14.5048 0.34 8.9852 3.1191 0 3.6408 2.2624 5.4059 4.8368 5.5504 9.3708 13.73 6.5774 0
+WNT10B 4.3228 12.0789 41.4753 13.9427 1.6766 42.9202 33.9826 549.068 5.2854 8.0205 3.1807 3.034 8433.82 6.9505 11.8232 2.7752 9.3708 16.7811 1.8793 23.2759
+WNT11 1131.6 120.386 85.9132 268.784 1005.94 298.837 29.424 263.145 568.71 9.8028 89.6947 202.67 1497.74 208.128 50.5173 222.017 642.57 662.09 216.584 577.155
+WNT16 1.4409 0.8053 11.8501 3.0984 2.2354 0 5.3875 0 1.0571 0.4456 0 0 0 0.7723 0.5374 0 1.3387 0 1.8793 3.0172
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+WNT2B 11.5274 10.871 0.5925 17.0411 11.1771 3.209 5.3875 2.7198 7.3996 7.1293 10.1781 7.2816 0.5656 4.6337 9.6735 3.7003 3.1236 13.73 0.9396 6.4655
+WNT3 37.9443 18.521 8.2951 16.2665 27.384 14.4404 0 13.5992 0 27.1806 1.9084 4.2476 11.3122 1.5446 1.0748 2.7752 12.0482 0.7628 0.9396 69.3966
+WNT3A 2.4015 0.8053 13.6276 29.4345 0 0.8022 0.8288 12.9192 2.1142 0.4456 3.8168 1.2136 2.8281 0.3861 0.5374 1.8501 0.8925 0.7628 0.9396 0.8621
+WNT4 3220.46 1873.84 129.166 274.206 1.6766 904.934 7.0452 1345.3 43.8689 40.1025 1017.81 80.7039 5303.73 1522.93 144.028 516.189 7743.86 1404.27 96.312 237.5
+WNT5A 91.7387 612.803 171.826 168.087 396.229 421.981 762.536 321.621 501.586 30.7452 87.7863 34.5874 432.127 57.5345 576.112 218.316 323.962 43.4783 99.6007 456.034
+WNT5B 27.3775 27.7815 15.4051 125.484 102.271 4.4124 1732.28 26.1785 19.556 45.4495 53.4351 68.568 23.19 10.4257 3.2245 672.525 10.7095 25.9344 44.1626 8.1897
+WNT6 27.8578 27.7815 111.391 41.828 23.472 329.723 411.935 29.9183 56.0254 3.1191 155.216 9.7087 10.181 12.3564 9.6735 18.5014 190.54 6.1022 131.078 1.2931
+WNT7A 0 0 0 0.7746 0.5589 0 0 0 1.0571 0 0 0 0 0 0.5374 0 0.4462 0 0.9396 0.431
+WNT7B 1.9212 1.6105 1.185 2.3238 0 0 4.1442 42.8375 0 18.2689 0 49.1505 0 0.3861 0 0 4.0161 0.7628 0.4698 0
+WNT8A 0 0 0.5925 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+WNT8B 0 0.4026 3.555 0.7746 0 6.0168 0 0 2.6427 0 2.5445 1.2136 0 0.7723 0 0 0.4462 0 0.9396 0
+WNT9A 5.7637 19.3263 10.6651 1.5492 5.0297 5.2146 12.4327 5.7797 4.7569 2.6735 1.2723 33.9806 2.8281 12.7425 8.5987 6.4755 6.6934 0 0 9.9138
+WNT9B 0 2.8184 0 0 0 0 0.4144 0 0 0 3.8168 4.2476 0 0 1.0748 3.7003 0 0 1.4094 6.0345
+WRAP53 370.317 110.321 191.379 268.009 147.538 285.6 372.151 177.13 359.937 323.493 199.745 285.801 290.724 189.98 260.648 170.213 249.888 190.694 135.307 206.465
+WRB 1076.85 684.069 2084.43 473.276 1117.71 1419.17 392.457 1198.77 877.377999999999 408.6 676.209 676.578 1298.64 558.355 1736.93 1891.77 1161.98 595.729 1149.64 422.414
+WRN 107.109 287.478 275.515 245.546 134.126 204.172 172.814 461.353 186.575 155.508 327.608 307.646 102.376 244.425 247.75 191.489 175.368 188.406 174.771 345.69
+WRNIP1 2304.03 1034.36 829.507 747.483 1126.1 1089.05 1174.89 884.289 1532.24 1703.46 1202.29 811.893 1675.9 846.028 881.365 955.597 954.038 829.138 1763.21 1669.4
+WSB1 2604.23 1597.23 1551.77 1689.39 1496.06 754.513 2198.92 711.579 1310.78 747.243 1797.07 1399.88 407.805 1087.75 421.336 714.154 919.232 1676.58 937.28 1181.47
+WSB2 1731.51 5007.11 2508.67 1889.23 3739.87 5845.57 2665.15 3520.84 2165.96 1706.14 2996.82 2457.52 4080.88 2803.36 2811.77 2882.52 2423.92 2430.97 4525.25 10462.9
+WSCD1 72.0461 524.627 639.313 105.345 207.895 2217.01 30.6672 212.828 218.287 7.1293 69.3384 367.112 375 404.672 408.975 51.8039 62.0259 63.3105 71.4118 28.8793
+WSCD2 0 8.8579 13.0351 6.1967 2.2354 1.2034 1.6577 1.6999 591.438 0.4456 5.0891 20.0243 267.534 19.693 5.3742 12.0259 31.2361 3.0511 5.168 14.6552
+WT1 0 0.4026 2.37 13.1681 0 1.2034 167.426 59.1566 1.0571 0 12.0865 0 1.1312 0.7723 0.5374 2.7752 2.2311 0.7628 0.4698 4.7414
+WTAP 1552.83 1119.72 1125.17 1230.83 2291.87 1090.25 2818.48 1245.01 2578.22 1188.82 1662.85 1029.13 1890.84 1157.64 1338.17 1343.2 1072.74 1102.21 2358 2578.45
+WTIP 168.588 128.036 33.7728 492.641 16.2068 82.6314 534.19 121.033 39.6406 183.58 92.2392 73.4223 143.1 92.673 17.7348 210.916 41.9456 90.7704 20.202 233.19
+WWC1 8.6455 8.4552 40.8828 182.029 0.5589 21.2595 35.6403 13.9392 15.8562 1062.72 43.257 141.99 10.7466 186.891 88.6739 5.5504 41.0531 0.7628 7.9868 0
+WWC2 563.881 368.407 232.262 1072.81 401.818 406.338 152.922 134.292 419.133 227.247 321.883 347.087 247.172 276.861 345.56 283.071 308.791 363.082 1362.46 681.897
+WWC3 2032.18 1356.06 1670.27 1218.44 1086.98 1219.01 2142.56 492.971 1329.81 1711.48 896.947 1040.66 257.919 763.394 530.431 1187.79 1354.31 1620.9 2355.18 589.224
+WWOX 518.252 143.739 305.733 540.666 215.719 151.223 98.218 263.825 515.328 84.2152 540.076 334.345 125 518.969 270.321 338.575 372.155 497.33 319.474 625
+WWP1 1950.53 1599.65 609.095 670.023 1422.29 577.617 733.112 2289.43 753.7 455.832 1828.88 2011.53 572.398 1680.86 422.41 826.087 1323.07 1005.34 1558.37 3564.66
+WWP2 1332.37 2246.68 1701.08 1429.9 2024.74 1320.1 1036.05 1864.79 2017.97 932.606 1568.07 2294.9 1175.34 2687.13 1753.06 1624.42 1508.26 1687.26 1463 1271.98
+WWTR1 74.8655 573.62 51.7968 44.0434 59.4903 281.969 219.544 256.148 29.0698 875.852 66.5967 126.742 216.261 82.4906 79.5378 171.906 122.838 57.849 109.392 332.422
+XAB2 2280.5 1116.9 3322.77 3779.24 1568.71 1313.68 1576.88 2490.02 2332.45 1000.33 2447.84 1744.54 2639.14 2146.15 2954.72 1690.1 3097.28 2062.55 1060.37 1828.45
+XAF1 408.742 211.381 746.556 929.512 169.334 439.631 1232.91 260.765 607.294 1463.74 2171.76 115.291 469.457 568.009 126.831 667.9 745.649 1282.99 110.876 35.3448
+XAGE1D 0 0 0 0 1.6766 0 2.901 0 0 6918.57 0.6361 0 0 0 0 0 0.4462 754.386 0 0
+XAGE2 0 0 0 0 0 0 0.4144 0 0.5285 0 0 0 0 0 0 0 0 0 0 0
+XAGE3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+XAGE5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+XBP1 1825.65 2652.93 2736.19 702.556 3125.69 956.679 3585.99 1273.91 2801.27 3127.99 437.023 1285.8 1050.34 3402.26 1924.49 883.441 2852.3 2870.33 2388.54 1622.41
+XCL1 0.4803 0 0 0 1.1177 0 11.1894 0 1.5856 12.4763 3.8168 6.6748 0 0 0 33.3025 1.3387 36.6133 0.4698 0
+XCL2 0.4803 0.4026 0 0.7746 1.1177 0 11.6038 0.68 1.0571 32.9732 1.9084 4.2476 0 0.7723 0 14.8011 4.4623 41.9527 1.4094 0
+XCR1 0 1.2079 0 0 0 0 0 0 0 0 0 0.6068 0 0 0 0 0.4462 1.5256 0 0
+XDH 0 0 0 5.4222 1.1177 0.8022 0.4144 0.34 2.1142 568.119 4.4529 0 0.5656 0.3861 1.0748 0 0.4462 0 5.168 0
+XG 1.4409 3.221 10.0726 1.5492 0 0.8022 4.1442 2.7198 13.2135 0 0 1.2136 10.7466 1.1584 2.1497 0 1.3387 0 0 4.7414
+XIAP 805.956 1371.76 2055.4 1297.44 689.629 718.813 1179.86 1111.06 1628.44 1024.4 1371.5 1241.5 510.181 1765.04 1571.95 1471.79 1637.66 1550.72 2179.47 770.259
+XIRP1 0.9606 4.8316 0 0.7746 0.5589 0.8022 65.4787 1.3599 4.7569 1.3367 1.2723 1.2136 0 1.5446 0.5374 0.9251 3.5698 5.3394 0 0.8621
+XIRP2 1.4409 0 0 0 1.1177 0 1.2433 0 0.5285 0 0 0 1.1312 0 0.5374 0 0 0 0 1.2931
+XIST 0.4803 7993.04 194.644 0 2109.06 3652.3 0.8288 1167.62 8370.69 1.7601 3.3079 15232.1 77.0984 13011.2 9.3564 31.7854 4.2213 7.3532 6083.72 3962.47
+XK 5.2834 6.4421 59.2505 20.914 124.066 104.292 1.6577 11.8993 250.529 1.7823 55.9796 140.777 0 182.643 35.4696 101.758 11.602 180.778 345.783 26.2931
+XKR3 0 0.4026 1.185 41.828 1.1177 3.6101 289.681 2.3799 25.37 0 0 13.3495 1.1312 52.1286 4.2993 6.4755 0 3.0511 234.907 0
+XKR4 6.7243 2.8184 0 3.0984 2.2354 4.8135 0 18.6989 22.7273 0 5.0891 1.2136 22.0588 1.5446 37.6192 0.9251 21.8652 1.5256 10.3359 0
+XKR5 0.4803 6.4421 3.555 0.7746 0 2.0056 1.2433 17.339 2.6427 3.5647 4.4529 0 28.8462 0.3861 1.6123 2.7752 26.7738 0 8.4567 1.2931
+XKR6 13.4486 16.1052 2.9625 10.8443 8.9417 9.2258 1.6577 33.658 21.6702 0 22.9008 13.3495 15.8371 8.8812 13.9729 3.7003 10.2633 50.3432 22.0813 43.9655
+XKR7 0 0 0 0 0 0 0 0.34 0 0 0.6361 0 1.1312 0 0 0 0 6.865 0 0
+XKR8 529.299 273.386 11.2576 274.981 306.253 358.604 167.426 142.452 147.463 372.953 396.947 206.311 21.4932 66.4157 17.1974 231.267 126.283 246.377 281.889 423.707
+XKR9 7.2046 172.728 18.3676 18.5902 8.9417 8.8247 9.5317 2.3799 22.1987 58.817 15.2672 18.2039 116.516 8.495 33.3199 70.3053 19.1879 44.241 42.7531 28.8793
+XKRX 40.8261 9.2605 30.2177 13.9427 1.1177 2.4067 0.8288 22.7787 5.2854 6.6837 12.0865 8.4951 3.3937 46.3365 2.6871 0.9251 84.7836 9.1533 14.0944 33.6207
+XKRY2 0.4803 0 0 3.0984 0 0 0 0 0 0 0.6361 0 0 0 0 0 0 0 0 0
+XKRY 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+XPA 268.012 168.702 164.716 255.616 257.633 224.629 188.562 232.547 291.755 159.073 263.995 412.015 314.48 413.94 227.865 196.115 443.998 156.369 241.015 176.724
+XPC 871.277999999999 1155.15 866.242 492.641 1365.85 265.142 979.693 554.848 948.203 420.185 1067.43 1301.58 506.787 712.038 751.847 774.283 751.45 807.78 711.299 533.621
+XPNPEP1 843.42 1813.85 872.167 688.614 818.725 1165.66 1707 856.07 1033.3 948.201 930.662 1600.12 993.778 749.493 935.643999999999 701.203 841.142 1061.02 842.847 1129.31
+XPNPEP2 0 3.221 5.3325 0 28.5017 0.4011 974.306 1.3599 20.6131 2.2279 3.8168 1.8204 0.5656 0.3861 2.6871 15.7262 0.8925 0 9.8661 1.2931
+XPNPEP3 147.935 314.962 167.08 254.849 136.97 237.497 168.856 106.438 224.641 170.355 90.3562 232.53 193.535 270.011 278.522 46.272 439.531 103.074 269.721 286.267
+XPO1 3387.13 3751.71 3343.5 7137.1 2476.85 4015.24 3832.99 2766.76 3797.04 5082.77 2951.65 2842.84 2733.03 2173.57 4313.31 2377.43 2864.35 2675.82 3385.01 3747.84
+XPO4 670.029 625.285 351.948 225.407 355.992 168.071 363.448 376.358 336.681 311.017 290.712 396.845 174.774 412.781 489.587 149.861 334.226 353.166 910.03 484.483
+XPO5 749.279 1121.73 1014.96 557.707 4678.19 1172.48 1257.77 632.363 1378.44 1265.01 711.196 384.709 1355.2 600.83 914.685000000001 507.863 796.073 509.535 1401.93 1620.26
+XPO6 2028.34 3292.31 3959.71 2690.16 1119.95 1998.4 2561.13 2312.21 3852.01 1707.47 2314.89 2226.94 1969.46 2746.6 2539.3 1835.34 2875.5 3382.15 1527.37 1578.02
+XPO7 1533.62 2276.07 1185.01 1999.23 1290.96 788.608 946.125 3565.03 1484.14 906.762 2183.21 2649.88 826.357 1368.86 1353.22 1952.82 946.899 1997.71 1066.48 1930.17
+XPOT 1426.51 10938.3 1807.14 1509.68 1398.82 2288.81 3409.03 1450.02 2701.9 988.303 1459.92 3145.02 958.71 2550.05 3065.43 1196.11 2017.85 1719.3 2826.87 9355.17
+XPR1 1121.04 2226.55 758.406 352.44 376.669 676.695 646.913 604.485 394.82 5412.5 470.738 671.723 513.575 1088.52 478.839 802.96 642.57 1118.99 495.654 1814.66
+XRCC1 2755.04 725.943 828.914 1443.84 734.338 1186.12 556.569 1560.51 1308.14 1156.29 1676.21 1038.23 705.882 1116.71 1913.74 1082.33 1327.53 1662.09 490.956 748.707
+XRCC2 4.3228 31.0025 20.7377 126.259 6.7063 82.2302 48.0729 28.5583 109.937 58.3714 29.2621 25.4854 14.7059 22.7821 51.0547 16.6512 66.4882 24.4088 21.6115 68.1034
+XRCC3 221.902 155.818 186.639 666.925 83.2696 239.872 334.853 166.25 326.11 420.63 425.572 101.942 411.765 140.94 238.076 129.51 678.269 163.997 315.245 265.086
+XRCC4 58.1172 106.294 69.9156 47.2502 160.392 81.8291 154.994 113.893 105.18 90.899 117.048 195.995 109.163 161.019 166.6 77.7058 126.283 131.96 140.475 128.017
+XRCC5 4035.06 3982.42 3291.36 2010.84 6416.23 6913.36 4833.4 3489.56 3890.06 8054.36 4281.17 2195.39 5084.84 2965.54 5000.13 3700.28 3895.58 2868.8 4023.49 5325.86
+XRCC6 3677.71 3815.73 4881.05 4037.18 5651.16 2964.3 5866.14 2589.29 5969.34 9572.91 3062.98 4004.85 7837.67 5107.44 7407.77 2196.11 10550.2 4477.5 5700.26 9824.57
+XRCC6BP1 146.494 173.131 312.842 212.239 87.7405 499.398 151.264 229.827 165.433 94.018 235.369 183.252 424.208 266.435 183.797 244.218 359.661 194.508 159.737 658.19
+XRN1 585.495 1395.11 411.198 490.318 400.141 297.232 577.704 601.765 409.62 973.154 495.547 885.922 302.036 402.355 236.464 652.174 308.344 530.13 317.125 880.172
+XRN2 954.371 1385.05 1728.93 568.552 2018.03 1322.9 1281.39 2266.31 1381.08 857.748 1785.62 1834.95 1098.98 3138.14 3214.83 1009.25 3103.08 1358.51 1319.24 635.345
+XRRA1 512.253 269.722 311.053 230.945 294.244 372.242 292.996 283.248 329.408 563.596 372.201 763.562 370.634 483.761 221.298 328.511 233.994 415.484 517.853 277.841
+XYLB 3.8425 163.065 31.4028 13.1681 15.0891 26.4741 58.8479 9.8594 15.8562 68.6198 9.542 72.2087 25.4525 16.9901 38.1567 51.8039 18.7416 9.9161 21.1416 27.1552
+XYLT1 259.846 1988.99 3382.02 2030.98 231.925 1501.81 666.39 1637 1999.47 31.1908 662.214 310.68 2255.09 1602.09 5950.29 433.858 1586.35 601.831 886.54 1267.24
+XYLT2 520.653 683.264 1432.08 1366.38 581.211 519.856 1629.09 685.4 935.518 1314.47 998.728000000001 1438.71 879.525 772.275 660.486 1155.41 717.983 861.938 632.37 682.759
+YAF2 358.79 465.441 482.299 539.892 320.784 289.611 544.136 499.091 463.002 310.126 604.962 351.942 415.724 424.751 218.192 347.826 832.218 578.185 459.009 477.155
+YAP1 1009.61 2305.06 1561.25 713.4 904.23 1547.93 1587.65 487.532 977.801 2646.76 772.265 682.646 882.919 943.334 814.188 1146.16 973.673 700.992 436.458 1878.02
+YARS2 362.152 483.559 516.072 515.105 383.376 529.081 305.429 590.546 404.863 413.056 776.081 574.636 522.624 675.741 794.303 896.391999999999 581.883 715.484 498.473 360.776
+YARS 1280.98 2336.87 2346.91 1011.62 2591.98 3331.33 3732.7 1306.88 1761.1 3211.32 1433.21 1867.72 3252.26 2908.39 3694.21 1159.11 1574.3 2025.17 1874.09 1502.59
+YBX1 7307.88 4452.29 5243.67 3044.93 5470.65 5703.57 9914.21 4702.95 6790.7 16190.7 6197.2 3152.31 10152.7 4214.31 7099.83 3092.51 5489.96 3942.79 5537.23 7478.45
+YBX2 1.9212 8.0526 1.185 388.071 0.5589 24.4685 0.8288 3.0598 9.5137 0.4456 0.6361 13.9563 7.3529 0.7723 0.5374 0.9251 27.6662 1.5256 0.4698 65.0862
+YDJC 671.47 111.931 322.323 516.654 150.332 177.698 55.1181 198.208 322.939 721.399 294.529 240.898 300.905 398.108 191.321 248.844 683.177 389.016 233.028 358.621
+YEATS2 317.478 982.361999999999 819.95 485.631 382.811 437.97 949.383 505.2 535.391 1639.71 355.598 496.954 346.114 329.762 297.724 406.106 425.694 316.552 217.05 581.457
+YEATS4 297.791 421.151 301.585 168.861 178.275 306.458 286.365 347.8 919.662 287.847 363.868 658.374 303.733 400.425 596.534 392.229 717.537 360.031 363.636 2106.9
+YES1 1257.44 1404.78 602.577 369.481 685.158 652.627 1382.1 611.624 544.926 883.146 360.051 718.447 800.339 517.038 428.859 723.404 845.158 466.819 1055.67 1417.67
+YIF1A 1427.47 900.684 2653.83 1120.84 1853.73 2758.93 2023.62 1100.86 2572.41 1741.34 1228.37 1013.35 2888.57 1722.56 2636.03 1017.58 2084.34 1471.4 1418.84 1712.93
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+ZHX3 2028.34 3584.22 1661.98 1445.39 1408.32 935.017999999999 1142.56 3182.89 1464.59 501.281 2321.88 2178.4 1692.31 2692.54 2611.85 1490.29 2895.58 2081.62 1777.78 1384.91
+ZIC1 11.5274 74.084 49.7704 0 0 0.8022 3.7298 0 4.2283 0 0 0 82.5792 0.3861 42.456 0 309.683 6.865 0 0
+ZIC2 283.862 81.734 37.9203 15.4919 0 52.146 0.8288 10.1994 34.8837 12.4763 1.9084 3.034 58.8235 23.9405 4.8368 0 232.932 1.5256 5.6378 87.069
+ZIC3 0 1.2079 1.185 3.0984 0 0 0 0 3.1712 0 0 0 0 0.7723 0.5374 0 0.4462 0 0.9396 0
+ZIC4 0 24.9631 39.6978 3.0984 0 0 3.3154 0 35.9408 0 0 1.2136 4.5249 0 19.8845 0 96.3855 0.7628 0.9396 0
+ZIC5 93.1796 16.1052 2.9625 0 0.5589 34.4966 0.8288 5.0997 0.5285 4.4558 0 0 15.8371 1.9307 0 0 73.6278 0 0 20.2586
+ZIK1 22.5744 178.768 65.1755 311.387 43.032 154.833 104.849 164.89 208.774 61.9361 208.651 89.8058 133.484 147.505 188.096 112.859 96.8318 54.1571 63.4249 184.914
+ZIM2 0.975 180.898 14.469 9.5662 6.8125 31.4882 0 21.9627 14.0645 0.8912 8.3842 3.1735 5.7296 16.6039 21.0184 0 13.9625 8.566 34.381 15.7629
+ZIM3 0 0 0 0 0 0 0 0 0 0 0 1.2136 0 0 0 0 0 0 0 0
+ZKSCAN1 119.116 1386.66 700.341 458.559 422.496 280.385 172.399 424.635 462.474 166.648 271.628 545.51 104.638 605.464 403.063 243.293 362.338 212.052 771.905 228.017
+ZKSCAN2 317.003 187.626 341.875 210.689 155.362 107.501 158.724 338.96 246.3 95.3548 171.756 277.306 220.023 308.138 209.593 227.567 292.726 188.406 121.682 146.121
+ZKSCAN3 18.2517 98.6444 39.1053 70.488 92.2114 142.8 45.172 55.7568 110.465 35.6467 61.0687 58.8592 104.072 39.386 66.6398 42.5532 18.2954 44.241 92.5534 148.707
+ZKSCAN4 71.5658 86.1629 62.8055 82.1069 138.038 125.552 118.939 79.8954 162.262 106.049 119.593 87.3786 133.484 85.3364 56.4289 118.409 68.2731 70.1754 103.359 136.207
+ZKSCAN5 423.151 440.88 609.095 610.38 371.64 421.58 500.622 496.031 808.668 346.218 332.061 348.301 252.262 532.098 776.569 296.022 601.963 478.261 666.667 324.569
+ZMAT1 121.518 341.431 1298.18 1771.49 237.514 184.918 25.6942 79.5554 910.676999999999 29.8541 444.02 704.49 13.009 611.642 253.661 459.76 879.963999999999 875.667 967.818 23.7069
+ZMAT2 825.648 1311.37 1671.46 1227.73 2732.25 1613.32 1756.32 1478.91 2248.41 2145.93 2158.4 2556.43 2727.94 1627.18 2323.79 2175.76 1819.72 1774.22 2549.68 1288.36
+ZMAT3 197.406 178.365 81.1732 103.021 15.0891 71.801 56.7758 66.6361 41.7548 47.6774 159.669 75.8495 66.1765 77.6137 41.9186 59.2044 79.8751 52.6316 69.0627 66.8103
+ZMAT4 0 0 13.0351 25.5616 1.1177 0.4011 5.8019 6.7996 19.0275 0 11.4504 0 0.5656 1.9307 4.8368 2.7752 19.6341 0 2.8189 0
+ZMAT5 913.535 303.978 324.592 790.55 291.55 160.698 515.284 296.877 318.409 568.8 346.762 343.034 421.635 368.445 308.37 261.693 738.661 1068.22 590.984 390.767
+ZMIZ1 722.381999999999 3774.26 2535.92 4714.18 596.3 2589.25 1354.75 4452.38 2158.03 2248.41 4262.72 5484.83 1290.16 2931.56 3168.61 5127.66 828.202 2210.53 1951.14 1080.17
+ZMIZ2 874.64 2963.36 3644.5 3789.31 2018.59 1426.39 2347.29 676.561 3739.96 2304.56 2097.33 1768.2 567.308 2254.27 1481.66 1021.28 1860.33 2756.67 1894.76 1296.12
+ZMPSTE24 1552.35 1112.47 2166.79 868.319 1612.86 1579.62 1196.85 1657.74 2044.93 1506.52 1445.29 1417.48 1945.14 1429.48 2583.9 1989.82 1161.54 1369.18 1932.35 1995.26
+ZMYM1 135.927 182.794 149.904 249.419 163.745 202.166 167.012 125.453 153.805 296.313 121.501 128.034 112.557 153.683 144.028 113.784 109.326 101.449 148.931 181.897
+ZMYM2 1525.94 2256.34 1417.27 1855.15 724.837 401.123 636.552 1259.97 874.736 640.749 954.835000000001 1029.13 591.063 1140.26 926.508 627.197 717.091 662.09 2012.22 1057.33
+ZMYM3 2979.83 1274.33 3493.41 4233.15 1041.15 1077.82 716.121 1221.21 2234.67 728.083 2767.18 1273.66 779.977 1294.33 1445.65 2429.23 1615.35 1598.78 2902.04 811.207
+ZMYM4 717.099 1031.14 804.029 1147.17 725.396 625.351 849.979 938.005 692.389 1229.81 749.364 483.01 582.014 690.414 750.235 799.26 514.949 706.331 747.475 891.379
+ZMYM5 409.702 322.104 216.857 444.617 255.398 160.449 206.797 504.191 226.744 174.669 274.809 261.529 145.362 249.059 310.627 169.288 255.243 257.818 540.287 265.086
+ZMYM6 777.627 479.138 578.338 816.437 687.394 561.572 307.091 560.631 698.731 298.095 674.3 498.793 427.602 640.216 759.371 478.261 611.343 544.622 591.027 561.638
+ZMYND10 1.4409 4.4289 7.7026 43.3772 3.912 0.8022 12.0182 6.1196 8.9852 33.8643 5.7252 24.2718 9.6154 8.495 10.2109 4.6253 100.848 11.4416 1.4094 6.8966
+ZMYND11 880.884 3071.26 1363.35 1317.58 1056.8 1531.49 808.537 1512.23 854.123 1089.01 1209.92 2214.81 459.842 1375.42 977.563 1481.04 963.409 1458.43 1415.08 1456.03
+ZMYND12 16.3305 24.5605 55.6955 68.9388 58.68 19.2539 4.1442 18.3589 49.1543 10.2484 20.3562 102.549 22.6244 45.1781 19.347 70.3053 51.3164 100.686 141.884 15.5172
+ZMYND15 68.2037 11.6763 46.8079 206.042 22.3543 43.7224 179.445 30.2582 34.8837 71.7389 42.6209 71.6019 35.6335 15.4455 32.7825 56.4292 47.3003 92.296 12.2152 5.1724
+ZMYND17 89.3372 138.505 98.3558 108.443 87.1816 132.772 113.966 52.017 69.2389 120.753 134.86 109.83 101.244 69.1186 112.32 119.334 79.4288 97.6354 46.9814 71.1207
+ZMYND19 744.957 274.191 339.505 1383.42 279.428 479.342 829.258 566.067 576.639 1118.41 387.405 431.432 973.416 608.167 771.194 404.255 1405.18 502.67 234.907 429.31
+ZMYND8 3022.09 1439.81 2628.35 4420.6 1621.24 1173.69 824.699 1716.9 1922.3 647.432 2347.33 2615.9 524.887 5488.95 3187.96 2807.59 2543.95 2604.12 1695.09 967.672
+ZNF100 175.312 96.6313 143.979 554.609 230.249 200.562 106.092 298.163 489.429 83.7696 444.656 166.262 100.679 241.722 146.715 164.662 136.992 157.895 197.792 228.448
+ZNF101 71.0855 65.2261 101.318 116.189 61.4742 94.6651 69.6229 55.7568 133.721 44.1127 107.506 100.121 100.679 96.1483 90.2862 89.7317 60.6872 99.9237 38.055 96.5517
+ZNF107 184.438 285.062 218.634 458.559 153.686 231.047 98.218 244.106 288.584 118.525 213.74 109.83 146.493 363.356 234.851 119.334 199.464 237.986 506.93 393.966
+ZNF10 332.853 260.904 219.819 807.901 171.569 198.155 121.84 555.528 137.949 187.59 628.257 342.84 153.846 251.592 491.2 288.622 238.286 494.279 354.71 201.724
+ZNF114 4.8031 32.6131 76.4331 159.566 2.2354 70.1966 5.3875 60.8565 100.423 65.9463 99.2366 3.6408 72.9638 105.802 49.9798 3.7003 161.535 3.0511 28.1889 22.4138
+ZNF117 2071.03 478.212 1565.36 3354.76 4629.56 1423.13 523.8 1073.3 1255.8 107.305 1582.69 1891.86 222.285 4190.74 549.209 3224.78 687.626 622.426 1327.68 1685.77
+ZNF121 37.9443 32.2104 66.3605 25.5616 28.5017 47.7337 13.2615 55.7568 47.0402 20.4968 31.1705 41.8689 34.5023 52.1286 40.8437 12.951 27.22 48.8177 10.8057 46.9828
+ZNF124 19.2123 34.2236 10.6651 2.3238 9.5006 10.0281 41.4422 9.5194 7.9281 21.8336 8.2697 24.2718 8.4842 20.4653 12.898 5.5504 9.3708 10.6789 9.8661 23.2759
+ZNF12 519.212 661.924 1209.3 804.028 628.155 464.902 725.653 534.449 959.302 514.649 666.667 754.854 346.719 1044.5 885.664 536.54 943.329 807.018 1134.6 549.569
+ZNF131 314.121 415.112 578.877 1309.84 302.341 411.151 551.596 892.108 681.29 539.156 664.758 473.908 444.005 692.345 919.522 441.258 702.811 628.528 597.134 551.724
+ZNF132 55.2354 145.35 244.112 232.378 206.218 102.286 70.0373 295.783 195.56 19.6057 307.252 177.791 151.018 191.138 281.07 209.066 176.261 145.69 123.561 105.172
+ZNF133 298.271 166.689 347.8 1045.7 474.469 245.487 302.114 394.377 379.493 219.673 836.514 329.49 394.231 636.741 489.587 490.287 248.55 823.799 184.637 122.845
+ZNF134 38.1124 262.233 215.417 157.777 178.275 222.282 112.308 293.199 317.918 124.763 246.819 231.814 154.412 287.275 325.17 177.789 131.232 128.978 132.995 240.948
+ZNF135 6.7243 407.865 66.3605 381.875 196.159 11.2314 99.4613 228.127 137.421 81.0961 253.181 181.432 3.9593 264.504 201.532 300.647 177.599 150.267 37.5852 87.5
+ZNF136 371.278 177.963 289.735 489.543 267.134 274.769 139.246 558.587 387.421 64.6096 483.461 246.359 222.285 473.019 441.22 331.175 285.587 306.636 174.771 408.621
+ZNF137 23.5351 18.1184 24.2927 127.808 19.56 58.564 29.8384 45.2174 97.2516 95.3548 78.8804 62.5 27.7149 72.5939 64.4901 41.6281 53.5475 99.9237 29.5983 31.8966
+ZNF138 165.226 146.558 460.969 421.379 163.745 345.367 145.876 421.916 383.721 125.654 489.822 140.777 263.575 368.375 580.948 251.619 365.908 277.651 497.534 169.828
+ZNF140 436.599 505.704 705.673 1683.19 331.961 335.74 555.74 855.39 507.4 397.906 1049.62 558.859 275.452 625.157 1085.05 790.934 655.957 815.408 867.747 349.569
+ZNF141 79.731 45.8999 35.5503 219.21 26.2663 49.7393 41.0278 121.373 59.1966 31.1908 71.883 87.3786 44.1176 56.7622 30.6328 64.7549 42.3918 54.9199 85.5062 41.8103
+ZNF142 487.032 438.867 426.603 461.658 369.404 942.238000000001 326.564 377.038 399.577 439.345 346.056 233.617 464.932 363.356 274.62 407.956 254.949 373.76 247.592 406.034
+ZNF143 1123.92 370.42 138.054 215.337 193.364 230.245 264.816 255.325 181.29 416.62 190.204 185.68 151.018 206.197 124.681 172.063 214.636 239.512 197.322 305.603
+ZNF146 712.296000000001 1258.62 1615.17 2014.72 923.231 1104.69 1144.22 2325.12 1883.19 1740.45 1659.67 1344.05 769.796 1849.21 2628.51 1315.45 1511.83 1067.89 907.681999999999 990.085999999999
+ZNF14 201.729 138.907 104.873 324.555 182.187 164.46 61.3344 303.262 269.556 77.9771 328.88 229.369 173.643 263.346 227.328 169.288 215.083 163.234 140.005 159.914
+ZNF148 1227.19 2699.23 788.623999999999 535.244 592.388 687.124 552.839 1272.89 532.77 838.142 615.776 1128.03 889.14 677.672 736.8 841.813 762.606 488.177 953.254 1523.71
+ZNF154 79.2507 128.439 4.1475 28.66 55.3268 17.6494 9.1173 15.2991 6.3425 25.8438 42.6209 17.5971 59.9548 69.1186 4.2993 65.6799 9.3708 72.4638 16.4435 48.2759
+ZNF155 722.891 136.456 312.842 466.367 191.129 202.84 162.453 405.967 249.445 167.539 186.215 235.57 251.697 388.454 384.356 281.221 228.867 323.417 195.913 123.009
+ZNF157 0.9606 4.4289 0 0.7746 1.1177 0.8022 0.8288 1.0199 0 0 1.9084 0 0.5656 1.5446 0 0.9251 2.6774 3.0511 0 0.8621
+ZNF160 645.053 1028.72 1983.11 2333.08 2995.47 1924.19 309.159 1156.95 2656.45 477.665 1856.23 732.403 916.855 2168.55 2351.2 1449.58 842.035 1523.26 1074.47 1672.84
+ZNF165 42.8242 24.1578 30.4784 37.1108 47.6481 83.0205 12.0182 33.3351 69.7886 45.142 267.15 48.7197 46.6968 82.6103 31.6055 51.8039 35.5154 53.3944 106.404 41.0086
+ZNF167 62.9203 105.087 75.2481 88.3036 107.859 32.8921 87.0286 92.4746 57.611 40.1025 83.3333 69.7816 86.5385 54.0593 10.7484 104.533 60.241 131.198 86.9157 60.3448
+ZNF16 139.769 159.039 206.784 374.903 171.569 164.46 226.274 346.1 173.89 389.885 477.735 251.214 173.643 373.781 326.75 250.694 396.252 344.012 154.099 211.207
+ZNF169 51.8732 46.3025 36.7353 61.9675 23.472 52.9483 36.8835 47.9372 43.8689 28.9629 19.7201 84.3447 13.009 50.584 38.1567 29.6022 77.6439 42.7155 19.7322 50.431
+ZNF174 209.894 307.207 343.06 435.322 168.216 184.517 235.806 298.163 459.831 166.648 368.957 375 228.507 384.593 367.056 332.1 414.101 275.362 324.172 234.483
+ZNF175 71.5658 126.829 176.566 257.165 99.4765 116.326 96.5603 288.983 172.304 123.872 213.74 197.815 96.7195 212.762 205.294 185.939 126.283 212.052 94.4327 106.897
+ZNF17 60.5187 74.4866 111.983 378.002 99.4765 133.975 81.6411 259.405 172.833 100.256 185.751 151.699 129.525 177.237 144.565 160.962 143.24 170.862 93.9629 120.69
+ZNF177 97.5024 48.6176 217.295 958.172000000001 58.1211 82.6314 46.0008 122.097 173.346 20.4968 270.846 169.903 52.6018 228.98 231.562 117.484 115.493 100.686 134.25 89.7026
+ZNF180 657.061 134.881 264.257 348.567 188.894 237.064 90.7584 374.998 252.643 146.597 298.346 180.218 130.656 306.979 288.593 176.688 188.755 157.132 194.033 206.035
+ZNF181 517.291 222.655 415.346 418.28 318.548 385.88 128.885 414.776 387.421 118.525 469.466 439.927 167.421 617.048 677.684 384.829 350.29 383.677 274.841 159.914
+ZNF182 230.975 111.017 183.084 541.441 89.4171 121.941 184.003 80.5481 333.409 118.048 325.064 241.505 49.7738 236.675 125.218 236.818 203.842 215.866 143.914 102.155
+ZNF184 308.357 156.623 93.0233 75.1356 100.594 249.097 154.579 148.911 404.863 127.437 174.936 71.6019 243.213 149.821 113.933 124.884 162.874 122.044 136.716 158.621
+ZNF185 102.305 1829.96 23.1077 264.911 748.868 34.4966 118.939 13.2592 39.6406 305.224 24.173 862.864 33.9367 32.8217 23.109 2012.03 38.822 64.0732 168.194 33.1897
+ZNF18 408.261 128.036 235.817 202.169 201.188 113.518 198.923 172.03 198.732 94.018 187.023 266.384 109.728 194.227 218.192 306.198 120.482 312.738 238.196 64.6552
+ZNF187 182.997 289.894 221.004 362.51 333.637 371.039 171.985 297.823 303.383 238.833 499.364 202.063 332.014 254.465 155.851 451.434 165.105 286.041 341.085 517.241
+ZNF189 2157.54 698.966 1978.37 23568.6 1142.86 1953.87 351.015 3676.21 4001.06 358.694 1842.24 1133.5 1003.39 2362.78 3671.64 1301.57 1563.59 1081.62 3456.42 994.828
+ZNF192 63.8809 387.733 207.377 55.7707 92.2114 188.528 33.5682 310.062 213.002 49.0141 138.677 191.748 13.009 158.316 69.3269 140.611 85.2298 83.9054 171.952 264.224
+ZNF193 189.241 103.879 108.428 321.456 302.9 323.305 140.903 170.67 269.027 185.363 296.438 112.864 356.335 100.396 111.783 215.541 154.842 226.545 192.154 308.621
+ZNF195 222.863 147.363 191.379 328.428 136.361 178.5 161.625 196.849 209.302 318.146 188.931 131.068 198.529 201.178 124.144 132.285 195.002 145.69 229.739 195.259
+ZNF197 243.516 691.719 318.768 565.453 353.197 342.96 291.753 419.196 357.822 233.04 631.043 417.476 336.538 359.494 372.968 492.137 207.05 283.753 407.799 328.017
+ZNF19 119.597 39.0592 58.735 78.8459 32.9725 23.5299 52.4244 66.6089 80.1956 37.8746 60.3181 74.7816 53.1674 81.2125 114.653 55.3839 107.876 82.2197 21.0571 51.7241
+ZNF200 399.616 107.905 295.66 565.453 164.304 267.148 219.229 253.965 394.292 241.06 276.718 180.218 223.982 286.128 379.417 213.691 313.253 260.107 243.364 261.207
+ZNF202 356.868 221.447 204.414 343.145 171.569 281.588 233.32 147.551 198.203 238.387 178.753 139.563 196.833 207.742 123.069 120.259 195.002 297.483 115.574 250.431
+ZNF204P 195.965 128.036 47.9929 7.7459 337.549 2.8079 4.5586 3.3998 127.378 49.4597 179.389 71.6019 91.629 122.019 3.2245 36.0777 93.7082 28.9855 67.6533 19.8276
+ZNF205 382.238 292.511 284.361 1207.23 183.786 105.038 506.37 186.669 457.463 246.84 483.422 461.08 614.253 518.15 31.7076 430.102 312.445 687.986 210.43 249.095
+ZNF20 182.498 101.451 89.4682 205.105 149.975 140.794 64.6415 140.976 164.234 61.4905 191.234 146.845 124.434 187.516 93.5107 129.713 109.772 149.512 62.4853 185
+ZNF207 2512.97 1776.41 2240.85 1615.8 2153.83 2515.44 2157.89 2567.53 2179.18 2305 2514.63 2291.26 1931.56 2138.43 2643.02 2291.4 2375.28 1919.15 2459.01 3593.1
+ZNF208 3.3622 51.9393 0 6.1967 5.5886 2.0056 14.9192 3.0598 8.9852 0.4456 389.313 97.0874 1.6968 8.1089 4.2993 30.5273 4.0161 266.972 5.168 0.8621
+ZNF211 194.356 203.61 359.313 1573.44 249.809 199.699 113.137 389.821 398.256 162.638 763.995 209.327 167.986 537.901 379.385 465.134 303.396 336.316 253.192 284.914
+ZNF212 269.452 396.188 523.182 580.17 347.609 417.168 675.922 577.286 593.552 426.869 246.819 380.461 320.701 516.652 568.588 294.172 738.063 398.169 450.552 197.845
+ZNF213 848.703 780.7 949.193 1277.3 369.963 380.265 654.787 553.828 799.154 382.31 577.608 754.248 355.204 861.473 733.038 1135.06 624.721 1139.59 492.365 359.914
+ZNF214 14.8895 20.9368 30.2177 25.5616 15.648 4.8135 5.3875 31.2782 18.4989 20.9424 17.1756 27.3058 1.1312 32.4356 23.109 37.9278 27.6662 19.8322 16.9133 0.431
+ZNF215 39.8655 31.0025 220.412 102.246 62.5919 40.5134 6.6308 53.0369 118.922 2.2279 64.8855 20.0243 4.5249 13.1287 4.8368 18.5014 37.4833 5.3394 138.125 0.8621
+ZNF217 245.917 451.349 204.414 393.493 657.774 73.0044 682.553 199.908 157.505 998.997 400.127 629.248 48.0769 384.593 115.545 790.934 153.949 365.37 185.577 253.879
+ZNF219 1860.23 686.485 6022.81 4356.31 1079.15 2861.61 504.351 4918.15 2510.04 970.926 4701.65 1629.25 2303.17 3185.64 2713.96 2154.49 4120.48 2681.92 3985.91 1434.05
+ZNF221 32.1806 26.171 39.6978 30.9837 10.0594 18.4517 12.8471 44.5374 26.4271 6.6837 31.8066 18.2039 13.5747 61.3959 33.8573 14.8011 5.801 51.106 6.1076 15.0862
+ZNF222 105 52.9459 80.7169 146.948 86.5837 116.205 79.7886 112.873 114.693 38.7657 158.537 99.1808 124.378 137.689 184.872 112.859 40.1606 83.1426 58.257 61.6552
+ZNF223 72.9011 85.6475 97.9647 167.095 90.3168 125.255 65.6361 191.409 163.319 57.4802 168.002 94.7573 117.24 140.099 112.858 135.985 73.1816 100.686 117.454 65.7974
+ZNF224 426.345 121.373 343.149 775.229 193.7 160.381 107.377 202.02 292.949 121.359 478.899 244.83 163.331 345.682 181.642 278.048 155.377 275.965 92.1024 175.823
+ZNF225 127.281 66.434 128.573 188.226 102.271 89.8516 46.0008 115.253 113.108 42.3304 131.043 93.4466 50.3394 131.287 95.6604 93.432 52.2088 100.686 71.4118 69.3966
+ZNF226 1656.1 376.057 584.21 834.237 779.046000000001 578.821 314.546 827.512 705.602 213.434 788.168 604.369 710.973 1004.34 743.786 402.405 456.493 463.005 722.575 331.897
+ZNF22 205.226 189.413 411.103 887.08 396.492 297.698 473.896 974.804999999999 572.463 713.869 341.05 299.248 472.851 356.424 44.0683 439.769 297.947 708.101 277.284 21.7845
+ZNF227 644.572 172.318 389.276 389.62 326.931 374.645 195.462 470.111 500.439 228.584 499.364 292.124 290.158 557.969 542.249 324.699 295.35 399.535 307.738 160.776
+ZNF229 736.792 246.812 344.245 538.342 253.162 447.653 101.948 579.666 415.433 192.046 568.702 291.869 211.538 471.474 556.227 322.849 213.298 227.307 260.747 232.328
+ZNF230 166.667 98.6444 143.979 277.304 111.213 116.326 88.6863 247.506 210.359 87.7799 344.148 200.85 123.303 228.207 200.457 176.688 111.557 243.326 69.5325 96.5517
+ZNF232 126.321 100.658 89.4682 215.337 90.5348 111.913 149.192 74.4557 143.235 105.158 105.598 192.961 104.638 97.6928 95.6604 134.135 85.2298 138.062 70.0023 51.7241
+ZNF233 203.17 53.5498 18.3676 69.7134 106.183 48.937 8.7029 57.4567 26.4271 19.6057 55.9796 54.6117 45.8145 63.3266 22.5715 16.6512 11.1557 50.3432 37.1153 23.2759
+ZNF234 413.545 157.429 213.302 206.042 198.953 281.99 105.678 276.744 179.175 98.4739 356.234 288.228 161.199 362.197 221.953 198.89 105.756 212.815 152.22 186.207
+ZNF235 172.911 48.7263 50.3629 135.554 87.7405 112.72 47.3891 82.3568 70.9144 47.6774 78.2443 93.1917 54.8643 126.267 46.7607 61.0546 36.6444 84.0656 84.5572 32.7586
+ZNF236 1004.32 305.596 133.314 347.792 55.3268 107.1 131.372 155.031 143.763 150.607 77.6081 164.442 45.2489 120.861 51.0547 126.734 111.557 178.49 82.6873 167.241
+ZNF23 285.303 177.556 504.737 750.744 201.747 136.919 122.876 309.409 491.686 214.326 413.601 510.777 117.647 564.796 517.351 512.609 440.094 524.188 230.763 101.724
+ZNF238 489.433 512.146 248.26 675.445 131.331 202.567 165.354 207.388 244.715 194.72 317.43 293.689 214.932 393.474 303.641 371.878 226.238 394.356 458.069 390.948
+ZNF239 22.5744 198.094 33.1803 85.2053 68.1805 66.9876 13.6759 125.113 29.5983 161.747 73.1552 47.3301 53.733 93.0592 87.0617 51.8039 47.3003 89.2449 26.7794 84.0517
+ZNF24 2520.17 1297.68 1342.62 1554.61 929.378999999999 1134.38 1148.78 1770.28 1396.41 851.955 1173.03 1115.9 1081.45 1779.71 1159.21 1188.71 1115.13 1485.13 2392.76 2445.69
+ZNF248 383.766 369.615 180.714 457.785 150.891 206.177 171.156 313.462 244.715 177.342 294.529 188.107 120.475 148.663 134.354 179.464 153.057 324.18 121.212 154.31
+ZNF250 210.596 166.19 205.344 556.654 157.145 225.66 110.655 464.923 203.272 269.123 438.766 257.555 293.637 325.719 141.851 154.986 434.627 288.383 82.5511 209.728
+ZNF251 559.078 323.715 366.76 1009.3 269.369 312.876 268.131 456.593 191.332 535.145 686.387 375.607 109.728 282.267 303.641 446.808 249.888 463.005 76.1099 246.121
+ZNF25 409.222 1136.22 284.995 395.817 265.457 227.437 180.274 388.257 267.442 85.9975 353.69 761.529 93.8914 356.405 300.416 299.723 200.803 476.735 204.369 175.862
+ZNF252 518.252 531.875 294.475 405.887 470.557 693.542 258.599 568.447 336.152 426.423 433.206 1277.91 327.489 547.929 290.743 293.247 456.046 489.702 788.818 222.845
+ZNF253 103.746 105.087 214.487 279.628 145.303 225.431 58.4335 265.185 282.77 51.6876 347.328 197.209 167.421 278.791 267.097 241.443 179.384 171.625 198.732 175.862
+ZNF254 216.143 124.735 399.585 237.8 241.309 297.016 121.72 538.638 706.126 78.4761 510.738 311.25 142.302 425.724 344.479 384.727 188.755 332.273 296.335 253.336
+ZNF256 36.9837 98.2418 75.8406 225.407 79.3577 173.285 85.7853 210.108 224.101 87.7799 249.364 137.743 118.213 159.475 172.511 121.184 105.756 112.891 71.8816 125.431
+ZNF257 17.2911 37.042 0 31.7583 11.736 0.4011 2.4865 74.4557 57.0825 8.0205 99.2366 18.8107 2.2624 2.3168 1.0748 30.5273 1.3387 19.8322 38.5248 27.1552
+ZNF259 403.458 568.917 499.482 158.792 477.822 482.551 738.5 516.43 551.797 1455.27 548.982 438.714 528.28 330.534 740.024 259.019 452.03 464.531 582.57 486.207
+ZNF260 186.359 321.299 486.447 562.355 418.025 496.189 330.294 600.405 575.053 328.395 712.468 545.51 317.873 578.434 656.187 639.223 320.839 487.414 303.97 528.448
+ZNF263 892.464 650.622 1155.1 2025.02 601.894 465.303 622.18 969.335 1551.15 588.17 1259.95 1076.46 668.959 1664.28 1994.89 899.573999999999 1223.9 1125.91 987.503 442.603
+ZNF264 349.183 463.428 927.27 934.16 510.236 800.241 341.069 1392.22 826.638999999999 478.111 1261.45 623.786 453.054 1218.26 885.664 1086.03 642.57 909.23 419.544 860.345
+ZNF266 953.89 269.762 715.153 1256.39 585.123 671.881 500.207 1221.55 1053.91 208.978 1840.97 539.442 511.878 930.592 793.229 958.372 840.25 1630.82 395.584 860.776000000001
+ZNF267 68.2037 129.647 166.494 138.652 102.271 79.4224 257.77 101.314 353.065 186.699 168.575 211.772 67.3077 147.118 126.293 226.642 110.665 254.767 148.461 149.138
+ZNF26 137.848 249.631 263.665 479.473 162.068 137.986 450.062 277.084 239.429 248.19 230.28 186.286 136.312 129.356 283.219 259.945 311.914 219.68 295.043 190.086
+ZNF268 256.484 562.475 517.849 448.49 350.962 148.817 295.897 435.855 263.742 188.927 325.305 250 142.534 280.12 624.479 413.506 257.028 175.439 645.525 330.603
+ZNF271 979.347 516.172 420.086 631.294 370.522 467.308 723.166 444.354 643.763 362.705 257.634 625.607 699.661 548.316 548.703 499.538 524.766 315.027 669.955 964.654999999999
+ZNF273 50.9126 91.7997 108.428 246.321 41.9143 114.721 116.453 181.549 235.729 68.6198 119.593 64.3204 75.7919 276.861 115.545 120.259 174.922 94.5843 91.6138 78.0172
+ZNF274 281.46 505.704 308.695 1215.34 743.838 756.518 423.539 1174.63 918.605 469.645 1385.5 985.437 316.742 1070.37 1052.8 949.121 531.459 722.349 429.41 693.534
+ZNF275 14582.1 4589.99 8946.23 47299 3993.03 6942.24 263.987 13358.8 19238.4 372.953 29610.7 10297.9 4332.58 18167.4 11234.7 8064.75 5984.38 15614 25238 1954.74
+ZNF2 109.99 89.7866 134.499 82.8815 135.802 109.908 111.065 116.953 79.2812 94.4636 101.781 67.3544 131.787 122.792 133.817 111.933 78.9826 144.165 137.186 117.672
+ZNF276 1249.82 356.718 847.329 2535.1 387.131 323.847 454.753 345.457 568.139 1004.66 506.858 831.214 379.649 682.471 675.475 342.081 649.978 772.365 163.444 325.987
+ZNF277 236.311 492.82 763.739 244.772 340.903 368.231 362.619 326.381 478.33 368.052 302.163 365.898 243.213 519.741 803.439 382.979 443.552 200.61 465.116 200.431
+ZNF280A 12.488 91.3971 12.4426 57.3199 0 2.8079 2.4865 0 7.9281 0 24.173 0.6068 0 10.0396 3.2245 24.9769 4.0161 60.2593 33.8266 434.483
+ZNF280B 296.35 217.018 247.075 130.132 73.7691 81.0269 4.9731 90.4347 306.554 109.168 80.7888 62.5 200.226 203.881 131.667 148.011 360.553 334.096 298.802 493.966
+ZNF280C 25.9366 62.0051 183.084 177.382 29.6194 112.716 64.2354 95.1945 87.7378 188.036 125.954 65.534 60.5204 124.722 80.6127 90.6568 216.421 68.6499 124.501 115.948
+ZNF280D 318.948 819.876 812.751 1049.35 429.873 495.142 263.684 716.403 621.184 678.543 740.07 382.785 330.373 981.987 826.774 463.099 385.337 1024.34 857.797 484.595
+ZNF281 18.2517 177.963 109.613 46.4756 48.0617 83.4336 95.317 108.454 87.7378 80.6506 55.9796 80.7039 20.9276 98.8512 60.7282 36.0777 28.1124 74.7521 83.1572 106.897
+ZNF282 716.138 810.495 841.357 862.122 602.447 760.529 1187.73 1301.44 796.512 1048.9 480.28 639.563 690.611 849.503 1258.09 529.14 1025.44 628.528 477.801 443.966
+ZNF283 108.069 45.8999 24.2927 71.2626 29.0605 89.8516 33.1538 56.0967 63.4249 36.9834 75.6997 45.5097 27.7149 63.7127 73.6262 38.8529 44.1767 41.1899 28.6587 45.6897
+ZNF284 43.5255 48.6337 12.6974 102.688 15.3406 28.0947 17.0286 35.3579 35.4123 21.388 47.5064 33.0036 17.4321 33.8218 11.8232 34.2276 11.602 27.46 13.1548 45.3879
+ZNF285 314.601 60.3946 76.4331 96.0496 71.5337 97.874 36.0547 110.154 89.852 62.3816 115.776 114.078 62.7828 147.891 134.892 111.933 96.8318 148.741 95.8421 43.1034
+ZNF286A 268.972 126.426 247.075 223.083 153.127 166.065 191.048 185.629 188.161 102.484 211.196 256.675 126.131 215.465 168.212 235.893 164.212 162.471 183.697 101.293
+ZNF286B 32.1806 8.8579 12.4426 13.1681 19.0011 4.0112 7.0452 16.999 22.1987 12.4763 17.8117 29.1262 10.181 13.901 9.6735 34.2276 11.1557 13.73 13.1548 10.3448
+ZNF287 125.841 134.076 249.445 266.46 153.686 108.704 128.056 208.068 169.662 52.5788 174.936 404.126 139.706 268.366 204.219 298.797 320.393 154.081 214.705 63.7931
+ZNF28 71.0855 297.544 298.03 173.509 183.864 398.716 128.885 234.926 334.567 172.886 203.562 287.621 143.1 324.742 330.512 157.262 159.304 154.081 371.153 266.81
+ZNF292 543.708 664.34 728.188 698.683 509.677 257.922 408.206 483.792 882.135 361.368 650.763 398.665 272.059 412.781 253.661 500.462 514.949 448.513 764.388 497.845
+ZNF295 581.652 455.778 810.547 281.952 330.284 319.294 262.329 707.499 747.886 422.413 389.949 389.563 396.493 429.771 816.875 449.584 715.752 644.546 531.83 326.724
+ZNF296 12.0077 6.8447 36.7353 126.259 22.9131 12.4348 6.6308 27.8784 61.3108 72.1845 40.7125 15.1699 29.4118 41.3167 56.9663 54.5791 94.1544 45.0038 8.4567 7.7586
+ZNF300 113.833 225.473 7.1101 116.189 15.0891 74.2078 274.762 88.3949 75.0529 42.3304 178.753 106.189 50.3394 130.128 19.347 325.624 66.4882 135.011 10.8057 200.862
+ZNF302 592.219 415.112 1159.53 2035.63 953.968000000001 951.464 583.092 1576.49 933.404 595.299 1024.17 942.961000000001 576.923 1482 1549.91 1010.18 1131.19 1172.39 583.979 405.172
+ZNF304 157.541 321.702 390.461 841.208 223.543 539.511 138.002 607.545 392.706 151.498 732.824 317.354 298.642 595.038 442.295 419.981 333.333 696.415 243.364 401.724
+ZNF30 95.5812 79.7208 105.466 208.366 155.362 158.845 58.4335 154.011 107.822 69.0654 137.405 137.743 64.4796 212.762 165.525 129.51 152.61 90.7704 81.2779 64.2241
+ZNF311 40.8261 89.7866 26.0702 90.6274 65.3862 73.0044 1.6577 28.2184 115.222 20.0512 75.0636 37.0146 96.7195 49.0395 47.2928 83.2562 70.5042 39.6644 62.4853 2.5862
+ZNF317 477.426 595.893 856.762 1163.44 518.06 821.901 620.39 1167.15 1062.37 382.756 900.127 926.578 538.462 1017.86 1189.31 702.128 858.098999999999 770.404 474.982 706.034
+ZNF318 341.499 868.474 584.802 494.19 394.553 664.26 704.103 334.541 864.693 290.966 555.343 395.631 290.158 347.138 314.927 385.754 304.328 380.625 569.415 640.948
+ZNF319 692.123 386.928 834.247 832.688 224.66 342.158 310.402 638.823 589.323 375.627 480.916 459.952 286.199 880.008 680.908 753.006 628.291 567.506 314.776 246.983
+ZNF320 225.744 514.562 319.36 459.334 193.923 479.743 262.743 388.937 852.009 290.966 350.509 611.65 148.19 640.216 304.178 416.281 513.61 349.352 298.802 342.241
+ZNF321 11.0471 31.079 13.0351 23.2378 35.9792 48.4156 39.3701 33.998 50.814 47.6774 49.6183 50.0728 32.2398 52.1286 22.0341 21.4246 39.2682 35.8505 15.0763 30.2457
+ZNF322A 714.697 730.774 559.324 411.309 516.384 562.375 334.024 824.792 808.139 555.197 817.43 341.019 334.276 625.929 465.941 598.52 407.407 519.451 951.844 726.724
+ZNF322B 27.8578 38.2499 26.6627 21.6886 26.2663 32.0899 11.1894 48.2772 25.37 41.8848 33.715 18.8107 33.9367 15.4455 25.2586 45.3284 12.0482 15.2555 67.6533 36.6379
+ZNF323 50.4323 56.3683 87.0982 74.361 114.007 85.8404 24.0365 100.974 214.588 101.147 157.125 75.8495 66.1765 76.0691 79.0004 178.538 471.664 80.8543 275.781 64.6552
+ZNF324 68.684 201.718 356.688 321.456 150.891 252.708 142.976 497.051 282.241 156.845 343.512 223.301 256.787 404.672 405.75 159.112 342.704 246.377 93.0233 140.948
+ZNF324B 48.9914 108.308 181.306 151.82 97.2411 91.4561 96.5603 233.226 231.501 78.4226 146.947 154.126 96.1538 182.643 197.232 75.8557 201.696 108.314 43.2229 84.9138
+ZNF326 308.357 178.365 491.779 791.634 203.983 434.416 219.229 492.971 396.406 544.948 416.031 227.548 182.127 347.91 428.322 309.898 443.998 405.797 420.014 206.035
+ZNF32 879.923 1058.52 648.793 1626.65 565.563 862.415 652.3 970.984 599.894 807.842 1646.31 1606.8 959.842 781.543 711.004 1159.11 556.894 1263.16 661.968 398.707
+ZNF329 89.3372 325.728 279.662 340.046 336.432 267.148 238.707 319.241 487.315 168.876 466.921 425.971 228.507 540.593 552.465 401.48 346.274 239.512 279.07 279.741
+ZNF330 665.226 917.996999999999 734.706 695.585 767.869 736.462 714.049 810.853000000001 887.421 380.082 666.667 1881.67 847.285 1825.27 1054.41 1100.83 1099.51 888.635 1256.75 849.138
+ZNF331 1655.62 527.848 394.608 1081.33 347.05 319.695 431.828 2098.7 569.767 1196.84 802.163 526.092 173.077 537.504 476.152 373.728 410.977 721.587 396.993 325.862
+ZNF333 196.446 572.54 357.28 503.486 105.065 159.246 156.237 307.002 193.975 49.9053 284.351 296.116 67.3077 284.197 230.015 233.118 232.039 280.702 113.695 215.086
+ZNF334 228.146 128.439 64.583 315.26 279.428 60.1685 61.3344 466.113 12.685 3.1191 459.288 202.67 238.122 89.5839 2.6871 560.592 237.84 493.516 53.5588 271.983
+ZNF335 815.082 727.956 434.306 786.987 352.639 498.997 650.642 660.242 255.814 615.796 720.102 418.082 596.154 679.988 557.84 519.889 550.647 690.313 345.314 481.897
+ZNF337 560.658 193.971 412.099 841.703999999999 580.445 252.21 190.841 510.246 430.079 251.006 757.144 667.027 449.621 732.692 488.599 459.13 634.07 584.928 184.524 692.224
+ZNF33A 992.795 1432.96 526.144 632.068 575.063 1042.52 205.139 1127.03 568.71 418.403 1041.35 1036.41 308.824 937.542 511.084 572.618 467.202 795.576 552.972 726.724
+ZNF33B 957.733000000001 1387.06 268.997 270.333 357.668 378.66 63.821 811.193 226.744 348 538.168 399.272 184.955 610.097 234.314 339.5 302.543 305.873 354.71 221.121
+ZNF341 102.305 112.334 93.6158 178.931 197.835 128.359 152.922 141.432 86.6808 129.219 270.992 105.582 217.195 167.198 100.497 181.314 138.777 271.548 121.212 114.224
+ZNF343 327.089 149.779 218.042 274.206 400.7 116.326 176.958 292.723 211.417 127.437 288.168 263.349 152.715 357.95 325.138 153.561 173.583 272.311 219.403 66.3793
+ZNF345 47.5504 41.4709 87.0982 133.23 76.5634 49.7393 55.947 93.1546 110.465 58.817 99.8728 91.0194 34.5023 85.7226 58.0411 92.5069 72.2892 55.6827 17.8529 41.3793
+ZNF346 710.375 341.833 444.971 599.535 367.728 519.856 313.303 569.807 444.503 394.341 620.229 405.947 953.62 428.613 529.356 443.108 600.178 265.446 444.444 315.517
+ZNF347 39.8655 232.318 129.166 170.411 194.482 190.132 45.172 99.2742 242.072 89.1166 168.575 99.5146 69.5701 164.881 202.069 152.636 97.7242 128.909 108.057 126.724
+ZNF34 699.328 52.7446 71.1006 388.846 148.656 45.728 99.8757 261.105 149.049 180.016 234.733 189.32 123.303 181.485 135.967 164.662 224.9 171.625 76.5798 114.224
+ZNF350 129.203 174.339 215.672 367.932 181.07 192.138 165.354 254.305 393.763 180.016 388.677 226.942 212.104 381.118 359.532 221.092 285.141 234.935 197.792 261.207
+ZNF354A 426.993 250.034 178.344 632.843 59.2388 133.173 131.372 211.128 266.385 290.966 410.305 132.282 108.032 323.583 210.668 239.593 230.254 154.844 141.414 115.086
+ZNF354B 142.651 94.2155 85.9132 411.309 53.0914 80.2246 38.9557 58.8166 57.611 91.3445 133.588 89.8058 34.5023 93.4453 76.8507 47.1785 81.2137 108.314 70.4722 52.5862
+ZNF354C 0.4803 61.1998 2.9625 12.3935 3.3531 8.0225 5.3875 33.658 11.0994 5.7926 27.9898 44.9029 3.3937 33.9801 8.5987 24.9769 16.0643 17.5439 1.4094 23.2759
+ZNF35 138.809 177.157 133.906 139.427 51.4148 110.71 152.922 102.334 108.351 66.3919 178.117 114.684 184.389 94.6037 120.919 171.138 103.525 125.095 130.139 145.259
+ZNF358 1170.03 1488.52 1821.95 4096.82 1697.25 1318.09 2462.08 3783.3 2126.85 1046.23 2382.95 2042.48 1523.19 2295.59 3030.5 3827.94 1979.03 2160.95 433.169 1152.59
+ZNF362 779.059 666.756 434.306 879.938 217.954 359.406 1143.8 720.418 454.017 908.544 371.501 325.849 732.466 257.94 704.555 629.047 337.349 489.702 336.857 310.345
+ZNF365 1.9212 198.094 81.7657 79.7831 0 1.2034 371.736 381.118 48.6258 6.2382 126.59 29.733 1.6968 170.673 72.014 65.6799 265.06 4.5767 42.7531 0.8621
+ZNF366 2.8818 32.6131 7.1101 12.3935 18.4423 21.2595 9.1173 41.8176 5.814 1.7823 5.7252 12.7427 1.6968 5.0198 5.3742 15.7262 2.2311 9.1533 14.5642 3.4483
+ZNF367 79.731 243.189 90.0607 390.395 34.6491 634.978 254.041 242.406 708.245 473.655 182.57 245.146 428.167 88.4255 375.655 151.711 1137.88 70.1754 193.094 1480.6
+ZNF3 525.884 580.223 605.09 769.171 564.239 557.914 508.91 740.708 699.144 430.473 384.542 567.925 336.476 832.965 729.034 424.607 874.101 569.657 570.115 305.172
+ZNF37A 327.57 681.653 325.285 660.728 252.603 749.298 213.842 257.365 306.025 317.701 448.473 454.49 138.575 423.979 268.709 222.942 210.174 218.917 225.041 323.707
+ZNF37B 575.408 464.635 121.463 747.483 188.894 347.373 144.633 315.842 149.049 176.005 270.992 330.704 69.0045 303.89 74.1636 187.789 131.638 250.953 84.0968 305.603
+ZNF382 39.3852 69.6551 13.6276 79.7831 44.1497 64.5808 33.1538 76.8355 47.0402 12.9219 75.6997 108.617 28.8462 119.703 22.0341 79.556 39.2682 80.8543 31.0078 96.5517
+ZNF383 49.952 65.6288 100.726 128.583 90.5348 115.523 60.0912 103.694 88.2664 73.0756 133.588 80.0971 57.1267 105.416 87.5991 56.4292 54.44 95.3471 46.0418 56.0345
+ZNF384 1767.05 2331.63 1507.92 2930.29 915.407 980.746 1795.28 1664.88 1372.09 1137.57 1655.85 1004.85 946.266999999999 1355.73 1679.97 1310.82 1407.85 1312.74 719.286 939.224
+ZNF385A 209.894 3205.34 1637.68 1677.77 205.1 381.468 898.881 306.322 726.744 781.998 4673.66 1063.11 436.652 1810.99 486.363 509.713 9634.98 5980.17 9661.72999999999 1302.16
+ZNF385B 7.6849 3.221 81.1732 6.9713 1124.98 0.8022 72.1094 8.8395 127.378 0 105.598 227.548 2.2624 276.861 49.9798 584.644 112.896 50.3432 59.6664 209.914
+ZNF385D 1.9212 2.8184 3.555 0.7746 15.0891 0 14.0903 0 1.5856 0.8912 0 11.5291 2.2624 4.2475 5.3742 7.4006 0.4462 12.9672 0 0
+ZNF389 53.3141 16.9105 1.7775 22.4632 28.5017 9.2258 3.3154 21.4188 10.5708 3.1191 26.0814 23.665 15.2715 9.6534 9.1361 8.3256 14.2793 16.7811 11.2755 16.3793
+ZNF391 9.1258 41.4709 27.2552 26.3362 15.648 29.282 5.3875 28.2184 32.7696 11.5852 11.4504 15.7767 11.3122 27.8019 16.1225 24.0518 14.7256 7.6278 26.3096 30.6034
+ZNF394 407.781 383.304 444.971 720.372 586.241 424.789 546.208 675.881 591.438 579.258 528.626 458.738 301.471 743.315 708.317 314.524 654.619 668.955 490.486 200
+ZNF395 1585.97 995.705 1951.66 1456.24 1443.49 834.396 2033.15 1537.05 2367.34 810.961 2277.59 1753.03 592.76 773.048 605.132 1048.1 1457.83 1112.01 1144 1064.66
+ZNF396 21.1335 16.5078 13.6276 23.2378 25.1486 17.6494 14.5048 19.3789 17.4419 8.9117 10.1781 29.1262 14.1403 30.891 15.5851 24.0518 17.8492 16.7811 17.8529 40.0862
+ZNF397 170.509 219.2 244.704 87.529 145.862 141.195 101.948 232.207 272.199 40.1025 78.2443 232.403 138.009 205.626 253.575 133.848 169.121 192.22 224.101 202.586
+ZNF397OS 195.485 346.093 171.234 429.899 121.272 142.399 217.571 278.104 237.315 103.821 129.135 221.481 167.986 253.878 144.651 196.401 186.524 256.293 263.566 443.534
+ZNF398 341.499 374.446 596.06 384.198 327.49 433.614 346.871 316.182 678.118 316.81 377.226 348.301 174.208 477.652 569.663 222.017 589.469 524.79 433.639 246.121
+ZNF404 1120.08 93.0076 127.981 1127.03 58.1211 156.839 68.3796 250.225 330.867 62.8272 456.107 69.1748 126.131 360.653 322.451 444.958 288.264 341.724 106.178 46.9828
+ZNF407 297.791 359.146 152.274 130.906 187.776 171.681 318.69 242.066 184.461 161.301 130.407 185.073 178.167 159.475 173.586 128.585 150.826 133.486 189.805 171.121
+ZNF408 250.72 200.913 181.899 404.338 293.959 303.65 519.685 273.684 248.943 406.817 244.275 205.097 493.778 244.425 230.015 241.443 276.662 265.446 156.448 185.345
+ZNF410 966.311 1014.74 1172.47 1465.44 807.855 1172.54 938.446 1072.35 1148.36 1000.37 764.434 499.957 1293.27 694.588 1511 578.807 1401.42 616.728 1084.2 824.547
+ZNF414 459.654 308.415 351.948 535.244 319.107 310.469 326.564 759.176 481.501 158.182 590.331 348.908 375 462.979 376.192 464.385 514.503 337.147 217.054 521.983
+ZNF415 335.255 494.833 251.815 571.65 1083.62 736.462 160.381 268.924 692.389 147.488 610.687 473.301 283.371 678.444 144.565 610.546 48.639 564.455 599.483 341.379
+ZNF416 77.8098 109.918 185.454 206.816 117.36 161.653 90.344 201.948 234.672 90.0078 321.883 152.306 170.815 287.286 213.355 184.089 167.336 168.574 116.984 109.052
+ZNF417 34.5821 126.426 119.686 198.296 61.4742 120.337 52.2172 134.292 135.835 47.6774 174.3 142.597 85.4072 191.524 146.715 159.112 132.084 96.8726 43.6927 128.017
+ZNF41 92.6993 166.286 261.295 356.313 45.2674 96.2696 159.967 172.71 232.03 209.424 195.929 219.66 30.543 206.197 122.531 213.691 136.992 151.792 209.067 51.7241
+ZNF418 61.9597 92.2024 2.37 113.091 46.944 133.574 29.424 65.9562 64.482 40.5481 145.038 88.5922 93.8914 99.2374 104.796 64.7549 87.461 102.212 24.9002 83.1897
+ZNF419 101.825 162.26 393.423 903.95 215.719 245.086 145.876 301.223 439.218 139.468 678.117 276.699 248.869 396.95 421.336 235.893 294.065 330.282 206.249 204.741
+ZNF420 59.0778 103.073 167.086 57.3199 118.478 111.512 46.0008 114.233 229.915 75.3036 150.127 155.34 41.8552 195.772 187.559 100.833 85.676 93.0587 120.272 81.0345
+ZNF423 112.392 120.386 488.817 465.531 335.314 46.1292 43.5143 1688 507.4 13.8131 1317.43 154.733 66.1765 364.514 303.104 481.961 294.065 530.892 279.54 59.0517
+ZNF425 37.9443 175.547 80.5807 43.3772 92.2114 137.184 34.8114 121.373 49.1543 56.1435 62.341 36.4078 32.2398 59.0791 193.47 50.8788 41.9456 162.471 62.9551 39.6552
+ZNF426 23.5351 97.0339 51.5479 58.0945 41.3554 63.3775 32.7393 153.671 84.0381 16.4866 81.4249 72.2087 31.1086 105.802 104.259 67.5301 37.037 35.8505 49.8003 102.586
+ZNF428 2435.42 638.242 877.417 2866.46 589.94 818.66 694.496 1165.72 1228.87 828.045 1730.55 1153.09 967.613 970.252 1209.48 1309.91 1052.78 934.447 289.232 558.034
+ZNF429 38.9049 107.502 167.086 166.538 86.0639 83.0325 33.5682 112.194 227.801 18.7145 68.7023 181.432 41.8552 159.089 233.777 157.262 116.912 99.9237 193.094 64.2241
+ZNF430 45.6292 96.2287 128.573 73.5864 60.3565 103.49 35.6403 196.849 395.877 18.7145 89.6947 72.8155 28.8462 103.871 117.157 63.8298 51.3164 41.1899 95.8421 127.586
+ZNF431 190.202 111.126 68.7306 120.837 374.434 127.958 41.4422 128.512 504.757 57.0346 143.766 115.898 81.448 97.6928 66.6398 105.458 75.4128 65.5988 162.556 124.569
+ZNF432 40.3458 108.308 271.96 473.276 43.032 210.189 33.1538 155.031 354.123 42.3304 449.109 178.398 41.2896 294.623 246.137 129.51 67.3806 198.322 93.9629 146.983
+ZNF433 46.1095 58.784 10.0726 112.316 72.6514 48.937 48.9018 71.3958 7.9281 23.1703 101.145 101.942 84.8416 80.3166 9.6735 106.383 5.3548 68.6499 22.5511 93.5345
+ZNF434 350.144 201.718 516.072 816.421 162.068 196.55 199.751 410.016 497.357 180.016 442.748 392.597 182.127 520.9 452.506 425.532 395.359 430.206 456.19 271.983
+ZNF436 667.488 308.326 360 1488.57 478.689 621.167 559.548 532.494 496.808 263.491 445.293 472.706 140.837 303.118 237.109 454.209 206.252 2302.2 292.685 199.569
+ZNF43 298.271 260.099 283.81 678.544 310.724 425.592 144.633 796.234 724.63 69.0654 815.522 437.5 295.249 649.097 427.247 639.223 270.415 163.234 456.19 478.879
+ZNF438 49.952 225.07 75.8406 107.668 239.75 180.505 300.87 125.793 84.5666 305.224 164.122 263.956 112.557 210.445 133.28 181.314 117.358 155.606 77.9892 100
+ZNF439 217.099 130.05 10.6651 687.064 283.899 253.51 32.3249 9.8594 12.1564 46.7862 260.178 91.6262 132.353 231.297 4.2993 98.9824 18.7416 173.913 75.1703 74.1379
+ZNF440 89.3372 121.192 125.019 474.051 98.3588 173.686 65.8931 177.13 172.304 105.158 312.341 242.112 58.2579 267.207 82.2249 273.82 32.5747 200.61 79.8685 209.914
+ZNF441 206.052 214.602 363.205 560.031 208.453 174.89 78.3257 469.853 399.577 43.2216 445.929 385.922 125 596.197 253.661 278.446 174.03 199.847 139.065 203.448
+ZNF442 24.0154 58.3814 34.3653 99.1479 35.208 14.4404 16.1625 47.5972 75.5814 10.694 74.4275 81.3107 40.1584 59.8513 16.1225 37.9278 34.8059 31.2738 23.9605 9.0517
+ZNF443 141.21 112.334 47.9929 240.899 60.9154 74.6089 30.6672 105.394 60.7822 20.9424 163.486 66.1408 50.905 113.525 58.0411 123.034 61.5797 102.212 34.7663 106.034
+ZNF444 469.26 395.383 741.223 1749.03 1275.87 619.334 531.289 1394.6 1003.7 735.212 1327.61 569.782 1530.54 712.038 740.024 794.635 1074.97 1174.68 468.875 731.897
+ZNF44 183.468 252.482 215.672 491.867 214.042 226.635 99.8757 246.101 306.459 91.7901 273.193 220.898 237.579 280.849 253.661 123.025 225.448 152.555 89.2647 245.694
+ZNF445 382.325 755.737 388.091 482.572 178.834 247.894 406.962 426.675 270.613 265.568 494.275 556.432 227.941 279.564 250.437 651.249 261.49 577.422 190.275 342.241
+ZNF446 248.132 205.414 663.048 880.418 349.28 403.767 237.024 670.876 704.302 313.076 627.964 388.647 551.482 877.316 814.107 388.298 751.999 797.635 141.593 273.185
+ZNF449 590.788 278.491 414.339 373.393 179.952 220.489 100.854 160.562 334.693 52.1332 287.462 326.286 108.999 515.312 222.846 288.742 391.397 300.595 483.157 340.759
+ZNF451 947.152 530.357 488.224 463.981 1123.3 568.793 341.484 655.516 797.04 645.65 1030.88 435.68 471.154 638.884 416.499 666.05 495.315 582.197 1333.8 798.707
+ZNF454 15.8501 5.6368 2.37 96.0496 2.2354 0.8022 5.8019 40.4576 6.871 0 73.1552 12.1359 5.6561 8.495 4.2993 40.7031 36.5908 12.2044 4.2283 0.431
+ZNF45 592.699 210.978 303.363 406.661 152.568 356.599 153.336 394.377 399.577 153.726 347.328 237.864 226.81 356.405 311.165 260.87 211.066 203.661 201.081 291.379
+ZNF460 17.2911 49.9262 56.8805 33.3075 21.7954 48.1348 39.7845 77.5155 62.8964 29.4085 24.8092 21.2379 26.5837 32.0494 81.1501 31.4524 24.0964 22.8833 22.5511 50.8621
+ZNF461 48.0307 93.0076 144.571 325.329 65.9451 129.964 89.5151 130.892 180.761 72.6301 185.751 167.476 69.0045 220.099 162.3 150.786 117.805 218.917 77.9892 105.172
+ZNF462 349.183 625.285 491.779 472.502 139.155 638.989 92.8305 783.314 489.958 258.438 377.863 201.456 332.014 683.85 893.188 284.921 626.952 179.252 337.797 652.155
+ZNF467 110.951 214.199 282.032 1701.01 64.2685 589.25 206.797 648.342 221.987 102.484 711.196 919.296 46.3801 714.355 377.805 810.361 334.672 293.669 534.649 37.5
+ZNF468 95.1009 242.786 543.327 166.538 197.835 462.495 182.76 271.644 460.888 153.726 213.74 289.442 168.552 493.098 375.118 205.365 248.996 293.669 431.29 307.328
+ZNF469 469.26 1087.1 145.756 989.156 211.248 660.249 523 3364.1 241.015 44.5583 246.819 981.189 865.385 496.187 1985.22 117.484 514.056 48.0549 27.7191 125.862
+ZNF470 107.589 166.286 808.177 452.363 70.4159 138.387 76.2536 363.099 411.734 127.437 424.3 275.485 70.1357 356.791 289.668 353.377 228.469 152.555 185.107 208.621
+ZNF471 80.6916 254.06 318.768 1203.72 138.596 84.637 33.1538 227.787 342.495 45.4495 417.303 557.646 53.733 375.326 276.77 561.517 170.46 224.256 135.776 179.741
+ZNF473 119.116 212.992 296.252 433.772 272.163 522.262 175.715 403.217 560.782 180.016 515.267 236.65 392.534 428.999 692.194 169.288 403.391 277.651 217.994 249.569
+ZNF474 0.9606 1.6105 4.1475 13.1681 0 1.6045 11.6038 2.0399 6.3425 4.0102 3.1807 0.6068 0.5656 4.6337 11.2858 2.7752 4.0161 0.7628 5.168 3.8793
+ZNF479 0 0 0 0 0 0 0.8288 0 0.5285 0 0 0 0 0 0 0 0 0 0 0
+ZNF480 197.887 198.899 371.5 516.654 253.721 403.53 144.633 458.633 371.565 280.717 907.761 548.544 261.878 511.632 448.206 541.166 328.871 564.455 284.707 287.069
+ZNF48 57.6369 147.765 337.728 328.428 80.4754 127.958 151.264 223.367 254.228 103.821 188.931 336.772 90.4977 261.801 212.817 213.691 303.882 247.14 74.2307 112.5
+ZNF483 24.0154 29.392 17.1826 100.697 43.5908 4.4124 4.5586 63.5763 59.1966 6.6837 81.4249 104.369 1.6968 100.782 28.4831 42.5532 175.368 67.8871 101.48 15.5172
+ZNF484 36.9837 41.4709 52.7329 78.2339 44.7085 57.3606 44.3431 74.1157 73.9958 57.0346 34.3511 54.0049 36.7647 71.8216 69.8643 44.4033 124.052 35.8505 39.4644 56.4655
+ZNF485 67.7233 69.2524 31.9953 49.574 22.3543 41.7168 29.424 30.5982 24.8414 57.9258 52.1628 52.1845 23.7557 69.1186 45.6805 28.6772 22.3115 61.0221 30.5379 23.7069
+ZNF486 6.7243 21.3394 1.185 7.7459 16.7657 24.8696 18.649 6.1196 31.1839 3.5647 15.2672 12.7427 6.2217 28.188 6.449 14.8011 8.4784 3.0511 16.4435 40.9483
+ZNF487 24.976 36.6394 18.3676 33.3075 25.1486 33.6943 18.649 66.6361 28.5412 39.6569 19.7201 23.0583 12.4434 52.5147 30.6328 27.7521 29.4511 51.8688 15.9737 30.6034
+ZNF488 2.4015 128.439 8.8876 5.4222 6.7063 10.4292 2.901 14.6191 1.5856 194.274 1.2723 1.2136 2.8281 19.693 11.2858 7.4006 7.1397 1.5256 0.9396 12.069
+ZNF490 124.4 199.705 205.007 190.55 297.871 142.399 158.724 325.701 253.7 119.416 356.234 217.233 194.005 315.474 299.879 235.893 272.646 253.242 151.28 169.828
+ZNF491 33.6215 37.042 56.8805 204.493 38.0023 68.1909 6.2163 23.4586 23.2558 9.3572 68.0662 76.4563 28.2805 143.643 25.2586 77.7058 4.0161 93.8215 25.8398 70.6897
+ZNF492 0.4803 4.0263 0 23.2378 6.1474 0.4011 2.4865 34.338 66.5962 0.8912 26.7176 9.7087 0.5656 2.3168 30.0954 16.6512 0 0.7628 0 0
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+ZNF496 120.557 504.093 198.489 110.767 70.4159 280.385 169.499 172.71 120.507 112.287 104.962 87.3786 264.14 109.277 218.729 61.0546 139.224 68.6499 72.8212 193.535
+ZNF497 15.1681 52.6157 88.4906 272.858 76.8596 46.9635 19.2996 192.279 146.105 42.4329 134.428 69.7148 72.1154 107.875 226.172 115.708 119.406 95.9573 16.8475 25.2328
+ZNF498 247.358 434.036 652.348 785.438 278.87 261.933 425.197 499.771 540.698 189.373 251.908 328.884 154.977 494.642 429.397 254.394 547.077 303.585 387.597 196.983
+ZNF500 214.217 242.786 279.662 213.013 166.539 162.455 188.976 315.162 343.023 114.96 201.018 309.466 151.584 323.969 293.43 103.608 279.786 155.606 143.763 170.259
+ZNF501 27.8578 117.165 5.3325 82.8815 22.3543 68.9932 95.7315 49.6371 113.108 9.8028 68.7023 74.6359 49.2081 66.4157 88.6739 103.608 65.1495 45.7666 11.7454 59.4828
+ZNF502 113.353 209.368 190.787 236.251 92.7702 107.902 162.868 133.612 212.474 4.9014 221.374 263.349 141.968 196.158 232.702 224.792 216.421 163.234 154.099 172.414
+ZNF503 1817.96 1425.4 2136.93 891.433 242.924 1427.34 879.644 749.361 986.184 1074.18 2404.15 2010.92 1042.42 1107.75 584.173 3529.84 1102.93 758.566 224.101 1982.85
+ZNF506 281.46 215.81 21.3302 575.523 209.012 327.317 205.139 583.406 474.101 74.4124 557.252 288.835 244.91 426.682 658.337 448.659 360.553 361.556 226.92 325
+ZNF507 183.958 667.561 494.741 768.397 563.886 537.906 409.449 723.478 508.457 405.926 424.936 425.364 305.43 539.82 400.914 421.832 504.685 392.83 313.836 361.638
+ZNF510 266.571 258.489 232.854 1312.94 195.041 269.956 160.796 316.862 407.505 148.825 277.354 308.252 186.086 579.207 489.587 271.97 496.207 225.782 240.075 283.19
+ZNF511 1096.38 481.969 494.818 816.886 484.562 778.692 677.012 656.203 532.188 1117.6 867.207 674.545 657.851 458.226 364.686 654.699 548.179 872.601 462.405 889.948
+ZNF512 760.5 520.601 108.428 355.538 728.749 442.9 561.127 520.51 237.954 574.802 452.926 347.087 419.762 295.009 392.315 555.042 379.741 462.365 286.587 553.668
+ZNF512B 1487.6 1783.19 609.599 957.281 671.198 446.245 1173.8 1323.08 713.515 620.372 1114.6 1196.05 1108.67 825.794 1010.24 611.989 880.103 702.799 612.506 659.129
+ZNF513 1210.37 418.333 386.313 1237.8 354.874 282.391 589.308 556.888 323.996 482.121 437.023 246.966 752.828 286.128 386.941 537.465 395.805 512.586 396.054 838.362
+ZNF514 661.864 241.981 93.0233 1216.89 79.3577 107.1 100.29 61.1964 57.611 164.866 110.687 186.893 39.5928 75.2968 69.3269 86.0315 118.251 102.212 42.7531 148.276
+ZNF516 209.414 68.0445 199.674 134.779 251.486 245.888 171.571 318.221 125.793 168.876 113.232 157.767 266.968 165.267 149.402 141.536 250.781 96.8726 194.033 234.483
+ZNF517 496.158 177.56 207.377 513.555 2937.91 167.669 150.435 479.032 309.197 226.356 335.878 447.815 283.937 539.82 182.185 178.538 380.187 343.249 203.43 243.965
+ZNF518A 836.215 615.219 676.048 2766.85 414.113 689.13 144.633 659.562 364.693 185.808 644.402 453.277 208.145 423.593 310.627 792.784 405.623 1160.18 357.529 1163.79
+ZNF518B 255.524 408.267 571.767 978.311 345.373 591.657 45.172 1047.14 409.62 194.274 659.669 112.257 376.131 796.988 425.635 954.672 713.074 636.918 679.352 349.138
+ZNF519 40.3458 47.913 10.6651 34.8567 6.1474 42.9202 44.3431 40.7976 38.055 11.1396 13.3588 21.8447 18.6652 17.3762 20.9593 32.3774 18.7416 28.9855 12.2152 43.9655
+ZNF521 1032.66 1892.77 1058.21 457.785 468.322 297.633 691.256 526.969 416.49 7.1293 163.486 106.189 1581.45 919.78 1129.11 506.013 902.722 360.031 366.455 1628.45
+ZNF524 342.94 235.136 475.781 846.63 335.873 379.462 412.764 218.607 587.209 542.72 660.942 576.456 452.489 439.811 547.629 528.215 445.337 534.706 149.871 152.155
+ZNF525 108.549 258.489 319.36 342.37 144.744 325.712 48.0729 190.389 368.393 148.379 228.371 194.782 123.869 272.999 380.492 189.639 349.844 232.647 156.448 137.931
+ZNF526 124.88 235.136 328.248 432.223 271.046 369.033 261.086 404.577 357.822 355.575 358.142 267.597 335.407 387.682 424.56 325.624 270.415 425.629 138.595 189.224
+ZNF527 81.6523 95.4234 141.016 242.448 99.4765 134.777 67.5508 147.551 223.573 76.6403 244.275 160.801 97.8507 221.643 212.28 146.161 116.02 142.639 101.01 100
+ZNF528 134.966 223.46 285.587 214.562 102.271 173.686 245.338 201.948 425.476 105.603 461.832 189.32 173.643 262.96 365.444 311.748 145.024 302.822 204.369 214.224
+ZNF529 238.713 291.102 216.264 799.38 329.725 407.14 219.229 539.076 434.989 245.071 653.944 635.801 256.787 637.444 547.629 474.561 354.752 426.392 211.417 557.328
+ZNF530 20.1729 69.6551 79.9881 172.665 28.5017 96.0289 45.0435 79.297 175.301 44.7633 142.557 108.119 86.5385 119.919 147.177 76.8455 78.4739 57.7727 68.3533 105.603
+ZNF532 847.743 1049.66 393.423 738.188 145.862 180.104 740.572 599.045 162.262 520.887 255.725 348.908 82.5792 390.771 77.3881 278.446 282.017 193.745 268.264 36.6379
+ZNF534 7.6849 3.221 10.0726 6.9713 5.0297 5.2146 6.2163 2.7198 14.2706 11.5852 12.7226 8.4951 7.3529 2.3168 9.6735 11.1008 6.2472 13.73 5.168 5.6034
+ZNF536 281.46 5.6368 52.1404 274.206 1.1177 151.223 0 145.512 265.328 0 201.018 29.1262 86.5385 42.089 89.2113 11.1008 254.351 166.285 57.3174 257.328
+ZNF540 134.006 166.226 71.071 501.549 136.92 149.619 23.2076 287.304 312.495 26.2894 485.299 283.459 148.19 263.755 222.201 155.143 279.491 287.963 84.5666 132.03
+ZNF541 9.6061 17.3131 83.5432 216.112 265.457 69.7954 5.3875 22.4387 15.8562 5.7926 40.0763 32.1602 14.1403 60.6236 91.8984 87.8816 51.3164 19.0694 22.0813 11.2069
+ZNF542 181.556 289.894 112.576 237.026 282.223 224.228 87.443 632.363 100.951 127.882 625.954 453.277 218.326 692.345 130.055 549.491 370.817 439.359 368.804 456.897
+ZNF543 48.9914 122.4 133.906 127.808 88.8582 177.296 63.4065 147.891 188.161 47.6774 140.585 122.573 140.272 130.514 141.341 126.734 125.391 114.416 67.6533 136.638
+ZNF544 226.225 293.985 735.891 919.543 493.331 659.342 217.986 424.163 512.458 596.377 568.76 520.595 425.713 842.332 587.21 333.488 475.016 227.452 404.228 454.595
+ZNF546 206.532 44.2893 98.3558 185.902 125.184 60.9707 25.6942 95.1945 35.9408 57.0346 91.6031 117.112 52.6018 131.287 64.4901 116.559 92.3695 96.1098 57.3174 49.569
+ZNF547 52.1278 21.8387 145.904 655.244 28.6191 150.357 30.1119 108.923 131.39 26.6637 237.99 76.7718 105.413 183.338 142.362 106.975 111.124 297.986 51.6984 58.806
+ZNF548 109.51 227.889 247.667 899.303 201.747 230.245 154.579 411.036 325.053 249.081 276.718 229.976 148.19 241.336 254.199 242.368 258.813 199.847 167.724 356.034
+ZNF549 91.7387 183.6 204.414 322.231 116.242 162.455 92.0017 209.499 238.901 89.1166 295.165 179.612 87.1041 211.217 232.702 190.564 192.325 198.322 129.669 165.086
+ZNF550 71.0855 190.847 124.426 305.964 121.831 251.103 78.3257 188.958 293.869 139.913 247.456 277.306 208.145 309.682 630.391 151.711 231.147 237.986 65.774 209.052
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+ZNF559 526.897 360.858 183.831 493.416 372.199 238.668 291.753 599.341 476.76 171.549 384.37 359.223 268.099 528.622 382.168 271.97 279.866 226.545 140.592 528.832
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+ZNF678 12.488 43.0815 18.9602 7.7459 8.3829 13.2371 7.874 21.7587 19.0275 8.4661 10.8142 11.5291 9.6154 6.9505 13.9729 11.1008 6.6934 14.4928 31.4776 15.5172
+ZNF679 0 0 0 0 0 0 0.8288 0 0 0 0 0 0 0 0 0 0 0 0 0
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+ZNF839 183.958 288.283 495.334 905.5 280.546 348.977 446.747 294.083 491.543 339.089 274.173 350.728 301.471 307.752 415.961 337.65 634.538 317.315 934.931 187.069
+ZNF841 108.549 162.663 412.976 690.937 123.507 164.862 119.768 160.811 522.727 151.053 388.677 221.481 97.8507 409.306 362.219 247.919 188.309 220.442 156.918 140.086
+ZNF843 0 14.0921 51.5479 6.1967 9.5006 1.2034 2.901 11.2193 19.0275 1.3367 3.1807 6.068 5.6561 3.0891 15.0477 8.3256 16.5105 5.3394 11.2755 2.1552
+ZNF844 87.8963 291.907 72.2856 308.288 163.745 142.399 47.6585 237.646 242.072 24.0615 225.191 320.388 67.3077 293.079 116.62 109.158 15.618 106.789 83.1572 102.586
+ZNF845 33.1412 101.06 148.126 173.509 114.007 129.162 99.8757 77.5155 235.201 135.903 111.323 111.044 61.6516 155.613 152.627 121.184 136.1 82.3799 97.7214 92.2414
+ZNF846 72.5264 47.913 111.983 109.992 121.831 41.3157 47.6585 51.677 75.0529 51.6876 80.1527 94.0534 73.5294 100.782 210.13 74.0056 59.7947 70.9382 31.0078 101.724
+ZNF84 771.854 851.966 740.631 1858.25 478.94 476.534 594.695 708.859 531.712 499.944 1006.36 887.743 248.303 548.316 993.685 691.952 789.826 900.839 807.141 423.276
+ZNF853 179.635 610.79 88.2832 129.357 136.92 55.355 94.4882 207.048 21.6702 7.5749 57.2519 165.048 384.615 54.0593 43.5308 41.6281 438.644 204.424 108.527 189.224
+ZNF85 40.8261 102.671 78.2106 312.161 82.1519 225.03 61.7489 362.079 353.065 73.0756 303.435 105.582 100.679 316.247 98.8849 167.438 67.8269 173.15 117.454 245.259
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+ZNF862 390.97 893.034 792.179 1618.9 377.787 483.353 437.63 578.306 653.806 189.818 491.73 1162.01 95.0226 935.225 553.54 562.442 839.356999999999 1135.01 607 194.397
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+ZNF878 4.3228 1.6105 2.9625 30.9837 2.7943 7.2202 1.2433 1.0199 7.3996 1.3367 12.7226 13.9563 3.3937 10.8119 6.9864 0.9251 0.8925 4.5767 2.3491 4.7414
+ZNF879 73.0067 74.8893 2.37 250.194 65.9451 46.9314 20.7211 68.676 56.5539 20.4968 139.949 93.4466 49.7738 61.0097 77.3881 133.21 54.44 62.5477 8.9265 54.3103
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+ZNF90 146.013 76.9024 257.147 237.8 35.208 195.347 132.201 104.374 349.894 100.256 200.382 60.6796 87.6697 84.9503 228.403 102.683 166.444 33.5622 125.91 216.81
+ZNF91 204.611 227.889 287.365 294.346 310.724 339.751 93.6593 449.454 464.059 77.9771 525.445 311.286 240.95 301.187 278.382 308.048 180.277 363.082 407.799 157.759
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+ZNRD1 323.554 185.202 605.125 491.053 683.253 626.454 417.936 494.909 721.501 802.843 1214.25 332.961 713.637 398.401 564.251 836.106 310.348 636.064 426.314 319.664
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+ZNRF2 408.742 210.576 271.367 211.464 483.411 198.556 313.303 68.676 372.093 546.731 190.84 256.675 246.041 218.94 324.063 364.477 189.201 466.056 807.611 236.207
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+ZNRF4 0 0 0 0 0 0 0 0 0 0 0 0.6068 0 0 0.5374 0 0 0 0 0
+ZP1 0 6.0395 474.596 0.7746 1.1177 1.2034 4.1442 0 3.1712 0 0 3.034 46.9457 4.6337 0.5374 0 0 3.0511 4.6981 19.3966
+ZP2 0 0 0 0 0 0.4011 0 0 0 0 0 0 0 0.3861 1.0748 0 0 0 0 0
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+ZP4 0 0 0 0 0 0 1.6577 0 0.5285 0 0 0 0 0 0 0 0 0 0 0
+ZPBP 0 0 0 0 0 0 0 0 2.1142 0 0 0 0 0 0 0 1.3387 0 3.7585 0
+ZPBP2 0 0.4026 0 0 0 0 0.4144 0 0 0 0.6361 0 0 0 0 0 0 0 0 0
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+ZSWIM7 722.747 240.56 229.927 230.496 585.24 296.213 422.652 267.493 308.726 127.526 291.126 590.176 397.726 388.323 312.079 364.773 364.824 369.84 270.035 180.215
+ZUFSP 148.415 106.294 140.424 84.4307 139.714 177.698 141.732 143.812 280.127 82.8785 279.262 123.18 269.796 115.455 170.361 161.887 174.476 141.876 293.634 270.69
+ZW10 253.602 270.165 297.437 146.398 384.493 420.778 296.312 132.932 332.452 474.101 251.272 250 253.394 261.801 313.852 198.89 315.038 176.964 335.447 366.379
+ZWILCH 183.958 264.125 90.6532 260.263 64.2685 217.79 520.833 219.896 564.968 439.265 234.44 107.33 176.414 162.807 371.786 136.91 161.981 263.669 290.787 463.224
+ZWINT 146.974 438.464 190.194 840.434 63.1508 1563.18 583.92 505.211 676.004 1539.04 638.677 274.272 790.724 147.505 512.159 275.671 547.077 240.275 406.859 2256.9
+ZXDA 20.6532 57.1735 39.6978 17.8156 12.8537 14.0393 36.4691 23.4586 42.8118 19.1601 22.2646 33.3738 15.8371 30.1187 20.4219 26.827 21.419 25.1716 59.6664 6.4655
+ZXDB 351.585 279.023 495.334 206.042 117.919 154.833 213.842 194.809 477.273 110.505 332.697 295.51 88.8009 396.563 214.43 282.146 205.712 229.596 400.282 110.345
+ZXDC 1050.91 2979.87 914.827 890.782 894.73 682.311 586.821 897.208 1248.41 785.117 778.626 1195.39 720.588 1067.67 1009.27 766.883 878.626 808.543 1114.87 1032.33
+ZYG11A 0.4803 31.4052 0.5925 11.6189 7.824 85.4392 0.4144 2.3799 1.0571 165.757 3.1807 0.6068 1.6968 0.3861 0 1.8501 3.1236 0 0 15.9483
+ZYG11B 648.415 1166.02 806.399 553.834 795.812 520.658 556.154 913.187000000001 805.497 784.672 771.629 847.087 439.48 852.978 599.758 619.797 566.265 588.101 917.548 670.69
+ZYX 1841.02 3059.99 2655.61 2367.93 708.071 855.194 10924.6 2122.16 1939.22 4050.35 1462.47 2145.63 1070.7 1388.94 2213.09 2125.81 973.673 1893.97 1213.06 772.414
+ZZEF1 1157.54 1895.99 1482.45 1140.2 796.371 897.714 1095.73 1003.62 904.863 370.28 920.484 1550.36 545.249 1380.83 975.951 634.598 1299.42 705.568 1011.04 1675.86
+ZZZ3 596.062 801.637 437.269 512.781 475.587 397.112 462.08 642.223 542.812 995.433 511.45 404.126 138.575 454.484 619.105 401.48 355.199 551.487 591.027 315.086
diff --git a/apps/iatlas/app/inst/tsv/module_config.tsv b/apps/iatlas/app/inst/tsv/module_config.tsv
new file mode 100644
index 0000000000..6a693df4c3
--- /dev/null
+++ b/apps/iatlas/app/inst/tsv/module_config.tsv
@@ -0,0 +1,21 @@
+display name type description label
+Cell-Interaction Diagram cellimage cg Explore cell and protein abundance on an illustration. none
+Clinical Outcomes clinical_outcomes cg Plot survival curves based on immune characteristics and identify variables associated with outcome. none
+CNV Associations copy_number cg Explore associations of microenvironment with gene copy number. none
+Driver Associations driver_associations cg Explore associations of microenvironment with driver mutations. none
+Extracellular Networks extracellular_network cg Explore the extracellular networks modulating tumoral immune response. none
+Germline Analysis germline cg Explore the germline genetic contribution to the immune landscape of cancer. none
+Immune Feature Trends immune_features cg This module allows you to see how immune readouts vary across your groups, and how they relate to one another. none
+Immunomodulators immunomodulators cg Explore the expression of genes that code for immunomodulating proteins, including checkpoint proteins. none
+IO Targets io_targets cg Explore the expression of genes that code for immuno-oncological (IO) targets. none
+TIL Maps til_map cg Explore the characteristics of maps of tumor infiltrating lymphocytes obtained from analysis of H&E images. none
+Tumor Microenvironment tumor_microenvironment cg Explore the immune cell proportions in your cohort. none
+Immune Subtype Classifier immune_subtype_classifier tool Use an ensemble model trained on all TCGA data to classify gene expression profiles from your own data into the six immune subtypes identified in Thorsson et al. none
+Clinical Outcomes ici_clinical_outcomes ici Plot survival curves based on immune characteristics and identify variables associated with outcome. none
+Hazard Ratio ici_hazard_ratio ici Create Cox Proportional Hazard Regression Models and visualize Hazard Ratio in a heatmap and a forest plot. none
+Immune Features ici_immune_features ici See how immune readouts vary across groups and ICI datasets. none
+Immunomodulators ici_immunomodulators ici Explore the expression of genes that code for immunomodulating proteins, including checkpoint proteins. none
+Neoantigens ici_neoantigen ici Explore the prevalence, variety and distribution of predicted neoantigens in ICI datasets. none
+Machine Learning ici_models ici Train and run multivariable models with cross-validation on ICI genomics and immunogenomics data. none
+Immune Features sc_immune_features scRNA See how immune readouts in pseudobulk single cell RNA seq datasets. none
+Immunomodulators sc_immunomodulators scRNA Explore the pseudobulk expression of genes that code for immunomodulating proteins, including checkpoint proteins. none
diff --git a/apps/iatlas/app/install_and_init.R b/apps/iatlas/app/install_and_init.R
new file mode 100644
index 0000000000..cf5e0934de
--- /dev/null
+++ b/apps/iatlas/app/install_and_init.R
@@ -0,0 +1,2 @@
+# renv::restore(confirm=FALSE)
+# source('./init.R')
diff --git a/apps/iatlas/app/man/create_heritability_df.Rd b/apps/iatlas/app/man/create_heritability_df.Rd
new file mode 100644
index 0000000000..03fb7dd9dc
--- /dev/null
+++ b/apps/iatlas/app/man/create_heritability_df.Rd
@@ -0,0 +1,28 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/germline_functions.R
+\name{create_heritability_df}
+\alias{create_heritability_df}
+\title{Prepare heritability tibble for plotting}
+\usage{
+create_heritability_df(
+ heritablity_data,
+ parameter = "cluster",
+ group = "European",
+ pval_thres = 0.05,
+ ancestry_labels
+)
+}
+\arguments{
+\item{heritablity_data}{A tibble}
+
+\item{parameter}{Parameter to be used for selection of results (eg, ancestry cluster, immune feature)}
+
+\item{group}{Specific group, in the selected parameter, to be displayed (eg. European - ancestry cluster, NK cells - immune feature)}
+
+\item{pval_thres}{Maximun p-value to be included}
+
+\item{ancestry_labels}{A list}
+}
+\description{
+Prepare heritability tibble for plotting
+}
diff --git a/apps/iatlas/app/man/create_tm_slide_link.Rd b/apps/iatlas/app/man/create_tm_slide_link.Rd
new file mode 100644
index 0000000000..e60849bb8a
--- /dev/null
+++ b/apps/iatlas/app/man/create_tm_slide_link.Rd
@@ -0,0 +1,14 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/til_map_datatable_functions.R
+\name{create_tm_slide_link}
+\alias{create_tm_slide_link}
+\title{Create Tilmap Slide Link}
+\usage{
+create_tm_slide_link(slide_barcodes)
+}
+\arguments{
+\item{slide_barcodes}{A vector of strings}
+}
+\description{
+Create Tilmap Slide Link
+}
diff --git a/apps/iatlas/app/man/filter_feature_tbl.Rd b/apps/iatlas/app/man/filter_feature_tbl.Rd
new file mode 100644
index 0000000000..a19bb4a407
--- /dev/null
+++ b/apps/iatlas/app/man/filter_feature_tbl.Rd
@@ -0,0 +1,16 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data_info_functions.R
+\name{filter_feature_tbl}
+\alias{filter_feature_tbl}
+\title{Filter Feature Tibble}
+\usage{
+filter_feature_tbl(feature_tbl, selected_row)
+}
+\arguments{
+\item{feature_tbl}{A tibble with columns class}
+
+\item{selected_row}{An integer that is a row number in the tibble}
+}
+\description{
+Filter Feature Tibble
+}
diff --git a/apps/iatlas/app/man/format_feature_tbl.Rd b/apps/iatlas/app/man/format_feature_tbl.Rd
new file mode 100644
index 0000000000..bb180944c0
--- /dev/null
+++ b/apps/iatlas/app/man/format_feature_tbl.Rd
@@ -0,0 +1,14 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data_info_functions.R
+\name{format_feature_tbl}
+\alias{format_feature_tbl}
+\title{Format Feature Tibble}
+\usage{
+format_feature_tbl(feature_tbl)
+}
+\arguments{
+\item{feature_tbl}{A tibble with columns feature, unit and class}
+}
+\description{
+Format Feature Tibble
+}
diff --git a/apps/iatlas/app/man/format_filtered_feature_tbl.Rd b/apps/iatlas/app/man/format_filtered_feature_tbl.Rd
new file mode 100644
index 0000000000..1a85311652
--- /dev/null
+++ b/apps/iatlas/app/man/format_filtered_feature_tbl.Rd
@@ -0,0 +1,15 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data_info_functions.R
+\name{format_filtered_feature_tbl}
+\alias{format_filtered_feature_tbl}
+\title{Format Filtered Feature Tibble}
+\usage{
+format_filtered_feature_tbl(filtered_feature_tbl)
+}
+\arguments{
+\item{filtered_feature_tbl}{A tibble with columns order, display, unit, and
+method_tag}
+}
+\description{
+Format Filtered Feature Tibble
+}
diff --git a/apps/iatlas/app/project.json b/apps/iatlas/app/project.json
new file mode 100644
index 0000000000..ee5773e92b
--- /dev/null
+++ b/apps/iatlas/app/project.json
@@ -0,0 +1,31 @@
+{
+ "name": "iatlas-app",
+ "$schema": "../../../node_modules/nx/schemas/project-schema.json",
+ "projectType": "application",
+ "targets": {
+ "prepare": {
+ "executor": "nx:run-commands",
+ "options": {
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+ "utils"
+ ],
+ "Hash": "277b8b4c5b7b47e664aebfe024a2092e"
+ }
+ }
+}
diff --git a/apps/iatlas/app/renv/.gitignore b/apps/iatlas/app/renv/.gitignore
new file mode 100644
index 0000000000..22a0d01dd0
--- /dev/null
+++ b/apps/iatlas/app/renv/.gitignore
@@ -0,0 +1,7 @@
+sandbox/
+library/
+local/
+cellar/
+lock/
+python/
+staging/
diff --git a/apps/iatlas/app/renv/activate.R b/apps/iatlas/app/renv/activate.R
new file mode 100644
index 0000000000..cb5401f93c
--- /dev/null
+++ b/apps/iatlas/app/renv/activate.R
@@ -0,0 +1,1180 @@
+
+local({
+
+ # the requested version of renv
+ version <- "1.0.3"
+ attr(version, "sha") <- NULL
+
+ # the project directory
+ project <- getwd()
+
+ # use start-up diagnostics if enabled
+ diagnostics <- Sys.getenv("RENV_STARTUP_DIAGNOSTICS", unset = "FALSE")
+ if (diagnostics) {
+ start <- Sys.time()
+ profile <- tempfile("renv-startup-", fileext = ".Rprof")
+ utils::Rprof(profile)
+ on.exit({
+ utils::Rprof(NULL)
+ elapsed <- signif(difftime(Sys.time(), start, units = "auto"), digits = 2L)
+ writeLines(sprintf("- renv took %s to run the autoloader.", format(elapsed)))
+ writeLines(sprintf("- Profile: %s", profile))
+ print(utils::summaryRprof(profile))
+ }, add = TRUE)
+ }
+
+ # figure out whether the autoloader is enabled
+ enabled <- local({
+
+ # first, check config option
+ override <- getOption("renv.config.autoloader.enabled")
+ if (!is.null(override))
+ return(override)
+
+ # next, check environment variables
+ # TODO: prefer using the configuration one in the future
+ envvars <- c(
+ "RENV_CONFIG_AUTOLOADER_ENABLED",
+ "RENV_AUTOLOADER_ENABLED",
+ "RENV_ACTIVATE_PROJECT"
+ )
+
+ for (envvar in envvars) {
+ envval <- Sys.getenv(envvar, unset = NA)
+ if (!is.na(envval))
+ return(tolower(envval) %in% c("true", "t", "1"))
+ }
+
+ # enable by default
+ TRUE
+
+ })
+
+ if (!enabled)
+ return(FALSE)
+
+ # avoid recursion
+ if (identical(getOption("renv.autoloader.running"), TRUE)) {
+ warning("ignoring recursive attempt to run renv autoloader")
+ return(invisible(TRUE))
+ }
+
+ # signal that we're loading renv during R startup
+ options(renv.autoloader.running = TRUE)
+ on.exit(options(renv.autoloader.running = NULL), add = TRUE)
+
+ # signal that we've consented to use renv
+ options(renv.consent = TRUE)
+
+ # load the 'utils' package eagerly -- this ensures that renv shims, which
+ # mask 'utils' packages, will come first on the search path
+ library(utils, lib.loc = .Library)
+
+ # unload renv if it's already been loaded
+ if ("renv" %in% loadedNamespaces())
+ unloadNamespace("renv")
+
+ # load bootstrap tools
+ `%||%` <- function(x, y) {
+ if (is.null(x)) y else x
+ }
+
+ catf <- function(fmt, ..., appendLF = TRUE) {
+
+ quiet <- getOption("renv.bootstrap.quiet", default = FALSE)
+ if (quiet)
+ return(invisible())
+
+ msg <- sprintf(fmt, ...)
+ cat(msg, file = stdout(), sep = if (appendLF) "\n" else "")
+
+ invisible(msg)
+
+ }
+
+ header <- function(label,
+ ...,
+ prefix = "#",
+ suffix = "-",
+ n = min(getOption("width"), 78))
+ {
+ label <- sprintf(label, ...)
+ n <- max(n - nchar(label) - nchar(prefix) - 2L, 8L)
+ if (n <= 0)
+ return(paste(prefix, label))
+
+ tail <- paste(rep.int(suffix, n), collapse = "")
+ paste0(prefix, " ", label, " ", tail)
+
+ }
+
+ startswith <- function(string, prefix) {
+ substring(string, 1, nchar(prefix)) == prefix
+ }
+
+ bootstrap <- function(version, library) {
+
+ friendly <- renv_bootstrap_version_friendly(version)
+ section <- header(sprintf("Bootstrapping renv %s", friendly))
+ catf(section)
+
+ # attempt to download renv
+ catf("- Downloading renv ... ", appendLF = FALSE)
+ withCallingHandlers(
+ tarball <- renv_bootstrap_download(version),
+ error = function(err) {
+ catf("FAILED")
+ stop("failed to download:\n", conditionMessage(err))
+ }
+ )
+ catf("OK")
+ on.exit(unlink(tarball), add = TRUE)
+
+ # now attempt to install
+ catf("- Installing renv ... ", appendLF = FALSE)
+ withCallingHandlers(
+ status <- renv_bootstrap_install(version, tarball, library),
+ error = function(err) {
+ catf("FAILED")
+ stop("failed to install:\n", conditionMessage(err))
+ }
+ )
+ catf("OK")
+
+ # add empty line to break up bootstrapping from normal output
+ catf("")
+
+ return(invisible())
+ }
+
+ renv_bootstrap_tests_running <- function() {
+ getOption("renv.tests.running", default = FALSE)
+ }
+
+ renv_bootstrap_repos <- function() {
+
+ # get CRAN repository
+ cran <- getOption("renv.repos.cran", "https://cloud.r-project.org")
+
+ # check for repos override
+ repos <- Sys.getenv("RENV_CONFIG_REPOS_OVERRIDE", unset = NA)
+ if (!is.na(repos)) {
+
+ # check for RSPM; if set, use a fallback repository for renv
+ rspm <- Sys.getenv("RSPM", unset = NA)
+ if (identical(rspm, repos))
+ repos <- c(RSPM = rspm, CRAN = cran)
+
+ return(repos)
+
+ }
+
+ # check for lockfile repositories
+ repos <- tryCatch(renv_bootstrap_repos_lockfile(), error = identity)
+ if (!inherits(repos, "error") && length(repos))
+ return(repos)
+
+ # retrieve current repos
+ repos <- getOption("repos")
+
+ # ensure @CRAN@ entries are resolved
+ repos[repos == "@CRAN@"] <- cran
+
+ # add in renv.bootstrap.repos if set
+ default <- c(FALLBACK = "https://cloud.r-project.org")
+ extra <- getOption("renv.bootstrap.repos", default = default)
+ repos <- c(repos, extra)
+
+ # remove duplicates that might've snuck in
+ dupes <- duplicated(repos) | duplicated(names(repos))
+ repos[!dupes]
+
+ }
+
+ renv_bootstrap_repos_lockfile <- function() {
+
+ lockpath <- Sys.getenv("RENV_PATHS_LOCKFILE", unset = "renv.lock")
+ if (!file.exists(lockpath))
+ return(NULL)
+
+ lockfile <- tryCatch(renv_json_read(lockpath), error = identity)
+ if (inherits(lockfile, "error")) {
+ warning(lockfile)
+ return(NULL)
+ }
+
+ repos <- lockfile$R$Repositories
+ if (length(repos) == 0)
+ return(NULL)
+
+ keys <- vapply(repos, `[[`, "Name", FUN.VALUE = character(1))
+ vals <- vapply(repos, `[[`, "URL", FUN.VALUE = character(1))
+ names(vals) <- keys
+
+ return(vals)
+
+ }
+
+ renv_bootstrap_download <- function(version) {
+
+ sha <- attr(version, "sha", exact = TRUE)
+
+ methods <- if (!is.null(sha)) {
+
+ # attempting to bootstrap a development version of renv
+ c(
+ function() renv_bootstrap_download_tarball(sha),
+ function() renv_bootstrap_download_github(sha)
+ )
+
+ } else {
+
+ # attempting to bootstrap a release version of renv
+ c(
+ function() renv_bootstrap_download_tarball(version),
+ function() renv_bootstrap_download_cran_latest(version),
+ function() renv_bootstrap_download_cran_archive(version)
+ )
+
+ }
+
+ for (method in methods) {
+ path <- tryCatch(method(), error = identity)
+ if (is.character(path) && file.exists(path))
+ return(path)
+ }
+
+ stop("All download methods failed")
+
+ }
+
+ renv_bootstrap_download_impl <- function(url, destfile) {
+
+ mode <- "wb"
+
+ # https://bugs.r-project.org/bugzilla/show_bug.cgi?id=17715
+ fixup <-
+ Sys.info()[["sysname"]] == "Windows" &&
+ substring(url, 1L, 5L) == "file:"
+
+ if (fixup)
+ mode <- "w+b"
+
+ args <- list(
+ url = url,
+ destfile = destfile,
+ mode = mode,
+ quiet = TRUE
+ )
+
+ if ("headers" %in% names(formals(utils::download.file)))
+ args$headers <- renv_bootstrap_download_custom_headers(url)
+
+ do.call(utils::download.file, args)
+
+ }
+
+ renv_bootstrap_download_custom_headers <- function(url) {
+
+ headers <- getOption("renv.download.headers")
+ if (is.null(headers))
+ return(character())
+
+ if (!is.function(headers))
+ stopf("'renv.download.headers' is not a function")
+
+ headers <- headers(url)
+ if (length(headers) == 0L)
+ return(character())
+
+ if (is.list(headers))
+ headers <- unlist(headers, recursive = FALSE, use.names = TRUE)
+
+ ok <-
+ is.character(headers) &&
+ is.character(names(headers)) &&
+ all(nzchar(names(headers)))
+
+ if (!ok)
+ stop("invocation of 'renv.download.headers' did not return a named character vector")
+
+ headers
+
+ }
+
+ renv_bootstrap_download_cran_latest <- function(version) {
+
+ spec <- renv_bootstrap_download_cran_latest_find(version)
+ type <- spec$type
+ repos <- spec$repos
+
+ baseurl <- utils::contrib.url(repos = repos, type = type)
+ ext <- if (identical(type, "source"))
+ ".tar.gz"
+ else if (Sys.info()[["sysname"]] == "Windows")
+ ".zip"
+ else
+ ".tgz"
+ name <- sprintf("renv_%s%s", version, ext)
+ url <- paste(baseurl, name, sep = "/")
+
+ destfile <- file.path(tempdir(), name)
+ status <- tryCatch(
+ renv_bootstrap_download_impl(url, destfile),
+ condition = identity
+ )
+
+ if (inherits(status, "condition"))
+ return(FALSE)
+
+ # report success and return
+ destfile
+
+ }
+
+ renv_bootstrap_download_cran_latest_find <- function(version) {
+
+ # check whether binaries are supported on this system
+ binary <-
+ getOption("renv.bootstrap.binary", default = TRUE) &&
+ !identical(.Platform$pkgType, "source") &&
+ !identical(getOption("pkgType"), "source") &&
+ Sys.info()[["sysname"]] %in% c("Darwin", "Windows")
+
+ types <- c(if (binary) "binary", "source")
+
+ # iterate over types + repositories
+ for (type in types) {
+ for (repos in renv_bootstrap_repos()) {
+
+ # retrieve package database
+ db <- tryCatch(
+ as.data.frame(
+ utils::available.packages(type = type, repos = repos),
+ stringsAsFactors = FALSE
+ ),
+ error = identity
+ )
+
+ if (inherits(db, "error"))
+ next
+
+ # check for compatible entry
+ entry <- db[db$Package %in% "renv" & db$Version %in% version, ]
+ if (nrow(entry) == 0)
+ next
+
+ # found it; return spec to caller
+ spec <- list(entry = entry, type = type, repos = repos)
+ return(spec)
+
+ }
+ }
+
+ # if we got here, we failed to find renv
+ fmt <- "renv %s is not available from your declared package repositories"
+ stop(sprintf(fmt, version))
+
+ }
+
+ renv_bootstrap_download_cran_archive <- function(version) {
+
+ name <- sprintf("renv_%s.tar.gz", version)
+ repos <- renv_bootstrap_repos()
+ urls <- file.path(repos, "src/contrib/Archive/renv", name)
+ destfile <- file.path(tempdir(), name)
+
+ for (url in urls) {
+
+ status <- tryCatch(
+ renv_bootstrap_download_impl(url, destfile),
+ condition = identity
+ )
+
+ if (identical(status, 0L))
+ return(destfile)
+
+ }
+
+ return(FALSE)
+
+ }
+
+ renv_bootstrap_download_tarball <- function(version) {
+
+ # if the user has provided the path to a tarball via
+ # an environment variable, then use it
+ tarball <- Sys.getenv("RENV_BOOTSTRAP_TARBALL", unset = NA)
+ if (is.na(tarball))
+ return()
+
+ # allow directories
+ if (dir.exists(tarball)) {
+ name <- sprintf("renv_%s.tar.gz", version)
+ tarball <- file.path(tarball, name)
+ }
+
+ # bail if it doesn't exist
+ if (!file.exists(tarball)) {
+
+ # let the user know we weren't able to honour their request
+ fmt <- "- RENV_BOOTSTRAP_TARBALL is set (%s) but does not exist."
+ msg <- sprintf(fmt, tarball)
+ warning(msg)
+
+ # bail
+ return()
+
+ }
+
+ catf("- Using local tarball '%s'.", tarball)
+ tarball
+
+ }
+
+ renv_bootstrap_download_github <- function(version) {
+
+ enabled <- Sys.getenv("RENV_BOOTSTRAP_FROM_GITHUB", unset = "TRUE")
+ if (!identical(enabled, "TRUE"))
+ return(FALSE)
+
+ # prepare download options
+ pat <- Sys.getenv("GITHUB_PAT")
+ if (nzchar(Sys.which("curl")) && nzchar(pat)) {
+ fmt <- "--location --fail --header \"Authorization: token %s\""
+ extra <- sprintf(fmt, pat)
+ saved <- options("download.file.method", "download.file.extra")
+ options(download.file.method = "curl", download.file.extra = extra)
+ on.exit(do.call(base::options, saved), add = TRUE)
+ } else if (nzchar(Sys.which("wget")) && nzchar(pat)) {
+ fmt <- "--header=\"Authorization: token %s\""
+ extra <- sprintf(fmt, pat)
+ saved <- options("download.file.method", "download.file.extra")
+ options(download.file.method = "wget", download.file.extra = extra)
+ on.exit(do.call(base::options, saved), add = TRUE)
+ }
+
+ url <- file.path("https://api.github.com/repos/rstudio/renv/tarball", version)
+ name <- sprintf("renv_%s.tar.gz", version)
+ destfile <- file.path(tempdir(), name)
+
+ status <- tryCatch(
+ renv_bootstrap_download_impl(url, destfile),
+ condition = identity
+ )
+
+ if (!identical(status, 0L))
+ return(FALSE)
+
+ renv_bootstrap_download_augment(destfile)
+
+ return(destfile)
+
+ }
+
+ # Add Sha to DESCRIPTION. This is stop gap until #890, after which we
+ # can use renv::install() to fully capture metadata.
+ renv_bootstrap_download_augment <- function(destfile) {
+ sha <- renv_bootstrap_git_extract_sha1_tar(destfile)
+ if (is.null(sha)) {
+ return()
+ }
+
+ # Untar
+ tempdir <- tempfile("renv-github-")
+ on.exit(unlink(tempdir, recursive = TRUE), add = TRUE)
+ untar(destfile, exdir = tempdir)
+ pkgdir <- dir(tempdir, full.names = TRUE)[[1]]
+
+ # Modify description
+ desc_path <- file.path(pkgdir, "DESCRIPTION")
+ desc_lines <- readLines(desc_path)
+ remotes_fields <- c(
+ "RemoteType: github",
+ "RemoteHost: api.github.com",
+ "RemoteRepo: renv",
+ "RemoteUsername: rstudio",
+ "RemotePkgRef: rstudio/renv",
+ paste("RemoteRef: ", sha),
+ paste("RemoteSha: ", sha)
+ )
+ writeLines(c(desc_lines[desc_lines != ""], remotes_fields), con = desc_path)
+
+ # Re-tar
+ local({
+ old <- setwd(tempdir)
+ on.exit(setwd(old), add = TRUE)
+
+ tar(destfile, compression = "gzip")
+ })
+ invisible()
+ }
+
+ # Extract the commit hash from a git archive. Git archives include the SHA1
+ # hash as the comment field of the tarball pax extended header
+ # (see https://www.kernel.org/pub/software/scm/git/docs/git-archive.html)
+ # For GitHub archives this should be the first header after the default one
+ # (512 byte) header.
+ renv_bootstrap_git_extract_sha1_tar <- function(bundle) {
+
+ # open the bundle for reading
+ # We use gzcon for everything because (from ?gzcon)
+ # > Reading from a connection which does not supply a 'gzip' magic
+ # > header is equivalent to reading from the original connection
+ conn <- gzcon(file(bundle, open = "rb", raw = TRUE))
+ on.exit(close(conn))
+
+ # The default pax header is 512 bytes long and the first pax extended header
+ # with the comment should be 51 bytes long
+ # `52 comment=` (11 chars) + 40 byte SHA1 hash
+ len <- 0x200 + 0x33
+ res <- rawToChar(readBin(conn, "raw", n = len)[0x201:len])
+
+ if (grepl("^52 comment=", res)) {
+ sub("52 comment=", "", res)
+ } else {
+ NULL
+ }
+ }
+
+ renv_bootstrap_install <- function(version, tarball, library) {
+
+ # attempt to install it into project library
+ dir.create(library, showWarnings = FALSE, recursive = TRUE)
+ output <- renv_bootstrap_install_impl(library, tarball)
+
+ # check for successful install
+ status <- attr(output, "status")
+ if (is.null(status) || identical(status, 0L))
+ return(status)
+
+ # an error occurred; report it
+ header <- "installation of renv failed"
+ lines <- paste(rep.int("=", nchar(header)), collapse = "")
+ text <- paste(c(header, lines, output), collapse = "\n")
+ stop(text)
+
+ }
+
+ renv_bootstrap_install_impl <- function(library, tarball) {
+
+ # invoke using system2 so we can capture and report output
+ bin <- R.home("bin")
+ exe <- if (Sys.info()[["sysname"]] == "Windows") "R.exe" else "R"
+ R <- file.path(bin, exe)
+
+ args <- c(
+ "--vanilla", "CMD", "INSTALL", "--no-multiarch",
+ "-l", shQuote(path.expand(library)),
+ shQuote(path.expand(tarball))
+ )
+
+ system2(R, args, stdout = TRUE, stderr = TRUE)
+
+ }
+
+ renv_bootstrap_platform_prefix <- function() {
+
+ # construct version prefix
+ version <- paste(R.version$major, R.version$minor, sep = ".")
+ prefix <- paste("R", numeric_version(version)[1, 1:2], sep = "-")
+
+ # include SVN revision for development versions of R
+ # (to avoid sharing platform-specific artefacts with released versions of R)
+ devel <-
+ identical(R.version[["status"]], "Under development (unstable)") ||
+ identical(R.version[["nickname"]], "Unsuffered Consequences")
+
+ if (devel)
+ prefix <- paste(prefix, R.version[["svn rev"]], sep = "-r")
+
+ # build list of path components
+ components <- c(prefix, R.version$platform)
+
+ # include prefix if provided by user
+ prefix <- renv_bootstrap_platform_prefix_impl()
+ if (!is.na(prefix) && nzchar(prefix))
+ components <- c(prefix, components)
+
+ # build prefix
+ paste(components, collapse = "/")
+
+ }
+
+ renv_bootstrap_platform_prefix_impl <- function() {
+
+ # if an explicit prefix has been supplied, use it
+ prefix <- Sys.getenv("RENV_PATHS_PREFIX", unset = NA)
+ if (!is.na(prefix))
+ return(prefix)
+
+ # if the user has requested an automatic prefix, generate it
+ auto <- Sys.getenv("RENV_PATHS_PREFIX_AUTO", unset = NA)
+ if (auto %in% c("TRUE", "True", "true", "1"))
+ return(renv_bootstrap_platform_prefix_auto())
+
+ # empty string on failure
+ ""
+
+ }
+
+ renv_bootstrap_platform_prefix_auto <- function() {
+
+ prefix <- tryCatch(renv_bootstrap_platform_os(), error = identity)
+ if (inherits(prefix, "error") || prefix %in% "unknown") {
+
+ msg <- paste(
+ "failed to infer current operating system",
+ "please file a bug report at https://github.com/rstudio/renv/issues",
+ sep = "; "
+ )
+
+ warning(msg)
+
+ }
+
+ prefix
+
+ }
+
+ renv_bootstrap_platform_os <- function() {
+
+ sysinfo <- Sys.info()
+ sysname <- sysinfo[["sysname"]]
+
+ # handle Windows + macOS up front
+ if (sysname == "Windows")
+ return("windows")
+ else if (sysname == "Darwin")
+ return("macos")
+
+ # check for os-release files
+ for (file in c("/etc/os-release", "/usr/lib/os-release"))
+ if (file.exists(file))
+ return(renv_bootstrap_platform_os_via_os_release(file, sysinfo))
+
+ # check for redhat-release files
+ if (file.exists("/etc/redhat-release"))
+ return(renv_bootstrap_platform_os_via_redhat_release())
+
+ "unknown"
+
+ }
+
+ renv_bootstrap_platform_os_via_os_release <- function(file, sysinfo) {
+
+ # read /etc/os-release
+ release <- utils::read.table(
+ file = file,
+ sep = "=",
+ quote = c("\"", "'"),
+ col.names = c("Key", "Value"),
+ comment.char = "#",
+ stringsAsFactors = FALSE
+ )
+
+ vars <- as.list(release$Value)
+ names(vars) <- release$Key
+
+ # get os name
+ os <- tolower(sysinfo[["sysname"]])
+
+ # read id
+ id <- "unknown"
+ for (field in c("ID", "ID_LIKE")) {
+ if (field %in% names(vars) && nzchar(vars[[field]])) {
+ id <- vars[[field]]
+ break
+ }
+ }
+
+ # read version
+ version <- "unknown"
+ for (field in c("UBUNTU_CODENAME", "VERSION_CODENAME", "VERSION_ID", "BUILD_ID")) {
+ if (field %in% names(vars) && nzchar(vars[[field]])) {
+ version <- vars[[field]]
+ break
+ }
+ }
+
+ # join together
+ paste(c(os, id, version), collapse = "-")
+
+ }
+
+ renv_bootstrap_platform_os_via_redhat_release <- function() {
+
+ # read /etc/redhat-release
+ contents <- readLines("/etc/redhat-release", warn = FALSE)
+
+ # infer id
+ id <- if (grepl("centos", contents, ignore.case = TRUE))
+ "centos"
+ else if (grepl("redhat", contents, ignore.case = TRUE))
+ "redhat"
+ else
+ "unknown"
+
+ # try to find a version component (very hacky)
+ version <- "unknown"
+
+ parts <- strsplit(contents, "[[:space:]]")[[1L]]
+ for (part in parts) {
+
+ nv <- tryCatch(numeric_version(part), error = identity)
+ if (inherits(nv, "error"))
+ next
+
+ version <- nv[1, 1]
+ break
+
+ }
+
+ paste(c("linux", id, version), collapse = "-")
+
+ }
+
+ renv_bootstrap_library_root_name <- function(project) {
+
+ # use project name as-is if requested
+ asis <- Sys.getenv("RENV_PATHS_LIBRARY_ROOT_ASIS", unset = "FALSE")
+ if (asis)
+ return(basename(project))
+
+ # otherwise, disambiguate based on project's path
+ id <- substring(renv_bootstrap_hash_text(project), 1L, 8L)
+ paste(basename(project), id, sep = "-")
+
+ }
+
+ renv_bootstrap_library_root <- function(project) {
+
+ prefix <- renv_bootstrap_profile_prefix()
+
+ path <- Sys.getenv("RENV_PATHS_LIBRARY", unset = NA)
+ if (!is.na(path))
+ return(paste(c(path, prefix), collapse = "/"))
+
+ path <- renv_bootstrap_library_root_impl(project)
+ if (!is.null(path)) {
+ name <- renv_bootstrap_library_root_name(project)
+ return(paste(c(path, prefix, name), collapse = "/"))
+ }
+
+ renv_bootstrap_paths_renv("library", project = project)
+
+ }
+
+ renv_bootstrap_library_root_impl <- function(project) {
+
+ root <- Sys.getenv("RENV_PATHS_LIBRARY_ROOT", unset = NA)
+ if (!is.na(root))
+ return(root)
+
+ type <- renv_bootstrap_project_type(project)
+ if (identical(type, "package")) {
+ userdir <- renv_bootstrap_user_dir()
+ return(file.path(userdir, "library"))
+ }
+
+ }
+
+ renv_bootstrap_validate_version <- function(version, description = NULL) {
+
+ # resolve description file
+ #
+ # avoid passing lib.loc to `packageDescription()` below, since R will
+ # use the loaded version of the package by default anyhow. note that
+ # this function should only be called after 'renv' is loaded
+ # https://github.com/rstudio/renv/issues/1625
+ description <- description %||% packageDescription("renv")
+
+ # check whether requested version 'version' matches loaded version of renv
+ sha <- attr(version, "sha", exact = TRUE)
+ valid <- if (!is.null(sha))
+ renv_bootstrap_validate_version_dev(sha, description)
+ else
+ renv_bootstrap_validate_version_release(version, description)
+
+ if (valid)
+ return(TRUE)
+
+ # the loaded version of renv doesn't match the requested version;
+ # give the user instructions on how to proceed
+ remote <- if (!is.null(description[["RemoteSha"]])) {
+ paste("rstudio/renv", description[["RemoteSha"]], sep = "@")
+ } else {
+ paste("renv", description[["Version"]], sep = "@")
+ }
+
+ # display both loaded version + sha if available
+ friendly <- renv_bootstrap_version_friendly(
+ version = description[["Version"]],
+ sha = description[["RemoteSha"]]
+ )
+
+ fmt <- paste(
+ "renv %1$s was loaded from project library, but this project is configured to use renv %2$s.",
+ "- Use `renv::record(\"%3$s\")` to record renv %1$s in the lockfile.",
+ "- Use `renv::restore(packages = \"renv\")` to install renv %2$s into the project library.",
+ sep = "\n"
+ )
+ catf(fmt, friendly, renv_bootstrap_version_friendly(version), remote)
+
+ FALSE
+
+ }
+
+ renv_bootstrap_validate_version_dev <- function(version, description) {
+ expected <- description[["RemoteSha"]]
+ is.character(expected) && startswith(expected, version)
+ }
+
+ renv_bootstrap_validate_version_release <- function(version, description) {
+ expected <- description[["Version"]]
+ is.character(expected) && identical(expected, version)
+ }
+
+ renv_bootstrap_hash_text <- function(text) {
+
+ hashfile <- tempfile("renv-hash-")
+ on.exit(unlink(hashfile), add = TRUE)
+
+ writeLines(text, con = hashfile)
+ tools::md5sum(hashfile)
+
+ }
+
+ renv_bootstrap_load <- function(project, libpath, version) {
+
+ # try to load renv from the project library
+ if (!requireNamespace("renv", lib.loc = libpath, quietly = TRUE))
+ return(FALSE)
+
+ # warn if the version of renv loaded does not match
+ renv_bootstrap_validate_version(version)
+
+ # execute renv load hooks, if any
+ hooks <- getHook("renv::autoload")
+ for (hook in hooks)
+ if (is.function(hook))
+ tryCatch(hook(), error = warnify)
+
+ # load the project
+ renv::load(project)
+
+ TRUE
+
+ }
+
+ renv_bootstrap_profile_load <- function(project) {
+
+ # if RENV_PROFILE is already set, just use that
+ profile <- Sys.getenv("RENV_PROFILE", unset = NA)
+ if (!is.na(profile) && nzchar(profile))
+ return(profile)
+
+ # check for a profile file (nothing to do if it doesn't exist)
+ path <- renv_bootstrap_paths_renv("profile", profile = FALSE, project = project)
+ if (!file.exists(path))
+ return(NULL)
+
+ # read the profile, and set it if it exists
+ contents <- readLines(path, warn = FALSE)
+ if (length(contents) == 0L)
+ return(NULL)
+
+ # set RENV_PROFILE
+ profile <- contents[[1L]]
+ if (!profile %in% c("", "default"))
+ Sys.setenv(RENV_PROFILE = profile)
+
+ profile
+
+ }
+
+ renv_bootstrap_profile_prefix <- function() {
+ profile <- renv_bootstrap_profile_get()
+ if (!is.null(profile))
+ return(file.path("profiles", profile, "renv"))
+ }
+
+ renv_bootstrap_profile_get <- function() {
+ profile <- Sys.getenv("RENV_PROFILE", unset = "")
+ renv_bootstrap_profile_normalize(profile)
+ }
+
+ renv_bootstrap_profile_set <- function(profile) {
+ profile <- renv_bootstrap_profile_normalize(profile)
+ if (is.null(profile))
+ Sys.unsetenv("RENV_PROFILE")
+ else
+ Sys.setenv(RENV_PROFILE = profile)
+ }
+
+ renv_bootstrap_profile_normalize <- function(profile) {
+
+ if (is.null(profile) || profile %in% c("", "default"))
+ return(NULL)
+
+ profile
+
+ }
+
+ renv_bootstrap_path_absolute <- function(path) {
+
+ substr(path, 1L, 1L) %in% c("~", "/", "\\") || (
+ substr(path, 1L, 1L) %in% c(letters, LETTERS) &&
+ substr(path, 2L, 3L) %in% c(":/", ":\\")
+ )
+
+ }
+
+ renv_bootstrap_paths_renv <- function(..., profile = TRUE, project = NULL) {
+ renv <- Sys.getenv("RENV_PATHS_RENV", unset = "renv")
+ root <- if (renv_bootstrap_path_absolute(renv)) NULL else project
+ prefix <- if (profile) renv_bootstrap_profile_prefix()
+ components <- c(root, renv, prefix, ...)
+ paste(components, collapse = "/")
+ }
+
+ renv_bootstrap_project_type <- function(path) {
+
+ descpath <- file.path(path, "DESCRIPTION")
+ if (!file.exists(descpath))
+ return("unknown")
+
+ desc <- tryCatch(
+ read.dcf(descpath, all = TRUE),
+ error = identity
+ )
+
+ if (inherits(desc, "error"))
+ return("unknown")
+
+ type <- desc$Type
+ if (!is.null(type))
+ return(tolower(type))
+
+ package <- desc$Package
+ if (!is.null(package))
+ return("package")
+
+ "unknown"
+
+ }
+
+ renv_bootstrap_user_dir <- function() {
+ dir <- renv_bootstrap_user_dir_impl()
+ path.expand(chartr("\\", "/", dir))
+ }
+
+ renv_bootstrap_user_dir_impl <- function() {
+
+ # use local override if set
+ override <- getOption("renv.userdir.override")
+ if (!is.null(override))
+ return(override)
+
+ # use R_user_dir if available
+ tools <- asNamespace("tools")
+ if (is.function(tools$R_user_dir))
+ return(tools$R_user_dir("renv", "cache"))
+
+ # try using our own backfill for older versions of R
+ envvars <- c("R_USER_CACHE_DIR", "XDG_CACHE_HOME")
+ for (envvar in envvars) {
+ root <- Sys.getenv(envvar, unset = NA)
+ if (!is.na(root))
+ return(file.path(root, "R/renv"))
+ }
+
+ # use platform-specific default fallbacks
+ if (Sys.info()[["sysname"]] == "Windows")
+ file.path(Sys.getenv("LOCALAPPDATA"), "R/cache/R/renv")
+ else if (Sys.info()[["sysname"]] == "Darwin")
+ "~/Library/Caches/org.R-project.R/R/renv"
+ else
+ "~/.cache/R/renv"
+
+ }
+
+ renv_bootstrap_version_friendly <- function(version, shafmt = NULL, sha = NULL) {
+ sha <- sha %||% attr(version, "sha", exact = TRUE)
+ parts <- c(version, sprintf(shafmt %||% " [sha: %s]", substring(sha, 1L, 7L)))
+ paste(parts, collapse = "")
+ }
+
+ renv_bootstrap_exec <- function(project, libpath, version) {
+ if (!renv_bootstrap_load(project, libpath, version))
+ renv_bootstrap_run(version, libpath)
+ }
+
+ renv_bootstrap_run <- function(version, libpath) {
+
+ # perform bootstrap
+ bootstrap(version, libpath)
+
+ # exit early if we're just testing bootstrap
+ if (!is.na(Sys.getenv("RENV_BOOTSTRAP_INSTALL_ONLY", unset = NA)))
+ return(TRUE)
+
+ # try again to load
+ if (requireNamespace("renv", lib.loc = libpath, quietly = TRUE)) {
+ return(renv::load(project = getwd()))
+ }
+
+ # failed to download or load renv; warn the user
+ msg <- c(
+ "Failed to find an renv installation: the project will not be loaded.",
+ "Use `renv::activate()` to re-initialize the project."
+ )
+
+ warning(paste(msg, collapse = "\n"), call. = FALSE)
+
+ }
+
+ renv_json_read <- function(file = NULL, text = NULL) {
+
+ jlerr <- NULL
+
+ # if jsonlite is loaded, use that instead
+ if ("jsonlite" %in% loadedNamespaces()) {
+
+ json <- catch(renv_json_read_jsonlite(file, text))
+ if (!inherits(json, "error"))
+ return(json)
+
+ jlerr <- json
+
+ }
+
+ # otherwise, fall back to the default JSON reader
+ json <- catch(renv_json_read_default(file, text))
+ if (!inherits(json, "error"))
+ return(json)
+
+ # report an error
+ if (!is.null(jlerr))
+ stop(jlerr)
+ else
+ stop(json)
+
+ }
+
+ renv_json_read_jsonlite <- function(file = NULL, text = NULL) {
+ text <- paste(text %||% read(file), collapse = "\n")
+ jsonlite::fromJSON(txt = text, simplifyVector = FALSE)
+ }
+
+ renv_json_read_default <- function(file = NULL, text = NULL) {
+
+ # find strings in the JSON
+ text <- paste(text %||% read(file), collapse = "\n")
+ pattern <- '["](?:(?:\\\\.)|(?:[^"\\\\]))*?["]'
+ locs <- gregexpr(pattern, text, perl = TRUE)[[1]]
+
+ # if any are found, replace them with placeholders
+ replaced <- text
+ strings <- character()
+ replacements <- character()
+
+ if (!identical(c(locs), -1L)) {
+
+ # get the string values
+ starts <- locs
+ ends <- locs + attr(locs, "match.length") - 1L
+ strings <- substring(text, starts, ends)
+
+ # only keep those requiring escaping
+ strings <- grep("[[\\]{}:]", strings, perl = TRUE, value = TRUE)
+
+ # compute replacements
+ replacements <- sprintf('"\032%i\032"', seq_along(strings))
+
+ # replace the strings
+ mapply(function(string, replacement) {
+ replaced <<- sub(string, replacement, replaced, fixed = TRUE)
+ }, strings, replacements)
+
+ }
+
+ # transform the JSON into something the R parser understands
+ transformed <- replaced
+ transformed <- gsub("{}", "`names<-`(list(), character())", transformed, fixed = TRUE)
+ transformed <- gsub("[[{]", "list(", transformed, perl = TRUE)
+ transformed <- gsub("[]}]", ")", transformed, perl = TRUE)
+ transformed <- gsub(":", "=", transformed, fixed = TRUE)
+ text <- paste(transformed, collapse = "\n")
+
+ # parse it
+ json <- parse(text = text, keep.source = FALSE, srcfile = NULL)[[1L]]
+
+ # construct map between source strings, replaced strings
+ map <- as.character(parse(text = strings))
+ names(map) <- as.character(parse(text = replacements))
+
+ # convert to list
+ map <- as.list(map)
+
+ # remap strings in object
+ remapped <- renv_json_remap(json, map)
+
+ # evaluate
+ eval(remapped, envir = baseenv())
+
+ }
+
+ renv_json_remap <- function(json, map) {
+
+ # fix names
+ if (!is.null(names(json))) {
+ lhs <- match(names(json), names(map), nomatch = 0L)
+ rhs <- match(names(map), names(json), nomatch = 0L)
+ names(json)[rhs] <- map[lhs]
+ }
+
+ # fix values
+ if (is.character(json))
+ return(map[[json]] %||% json)
+
+ # handle true, false, null
+ if (is.name(json)) {
+ text <- as.character(json)
+ if (text == "true")
+ return(TRUE)
+ else if (text == "false")
+ return(FALSE)
+ else if (text == "null")
+ return(NULL)
+ }
+
+ # recurse
+ if (is.recursive(json)) {
+ for (i in seq_along(json)) {
+ json[i] <- list(renv_json_remap(json[[i]], map))
+ }
+ }
+
+ json
+
+ }
+
+ # load the renv profile, if any
+ renv_bootstrap_profile_load(project)
+
+ # construct path to library root
+ root <- renv_bootstrap_library_root(project)
+
+ # construct library prefix for platform
+ prefix <- renv_bootstrap_platform_prefix()
+
+ # construct full libpath
+ libpath <- file.path(root, prefix)
+
+ # run bootstrap code
+ renv_bootstrap_exec(project, libpath, version)
+
+ invisible()
+
+})
diff --git a/apps/iatlas/app/renv/settings.dcf b/apps/iatlas/app/renv/settings.dcf
new file mode 100644
index 0000000000..16670bc3ed
--- /dev/null
+++ b/apps/iatlas/app/renv/settings.dcf
@@ -0,0 +1,10 @@
+bioconductor.version: 3.15
+external.libraries:
+ignored.packages:
+package.dependency.fields: Imports, Depends, LinkingTo
+r.version:
+snapshot.type: implicit
+use.cache: TRUE
+vcs.ignore.cellar: TRUE
+vcs.ignore.library: TRUE
+vcs.ignore.local: TRUE
diff --git a/apps/iatlas/app/renv/settings.json b/apps/iatlas/app/renv/settings.json
new file mode 100644
index 0000000000..b70deb09d2
--- /dev/null
+++ b/apps/iatlas/app/renv/settings.json
@@ -0,0 +1,19 @@
+{
+ "bioconductor.version": "3.15",
+ "external.libraries": [],
+ "ignored.packages": [],
+ "package.dependency.fields": [
+ "Imports",
+ "Depends",
+ "LinkingTo"
+ ],
+ "ppm.enabled": null,
+ "ppm.ignored.urls": [],
+ "r.version": [],
+ "snapshot.type": "implicit",
+ "use.cache": true,
+ "vcs.ignore.cellar": true,
+ "vcs.ignore.library": true,
+ "vcs.ignore.local": true,
+ "vcs.manage.ignores": true
+}
diff --git a/apps/iatlas/app/server.R b/apps/iatlas/app/server.R
new file mode 100644
index 0000000000..1d498be742
--- /dev/null
+++ b/apps/iatlas/app/server.R
@@ -0,0 +1,110 @@
+################################################################################
+# Options, default settings, and load packages
+################################################################################
+# By default, the file size limit is 5MB. It can be changed by
+# setting this option. Here we'll raise limit to 9MB.
+options(shiny.maxRequestSize = 100 * 1024^2)
+options(shiny.usecairo = FALSE)
+
+library(magrittr)
+
+modules_tbl <- MODULES_TBL %>%
+ dplyr::mutate(
+ "server_function" = purrr::map(.data$server_function_string, get),
+ )
+
+ici_modules_tbl <- dplyr::filter(modules_tbl, .data$type == "ici")
+cg_modules_tbl <- dplyr::filter(modules_tbl, .data$type == "cg")
+sc_modules_tbl <- dplyr::filter(modules_tbl, .data$type == "scRNA")
+tool_modules_tbl <- dplyr::filter(modules_tbl, .data$type == "tool")
+
+
+
+
+################################################################################
+# Begin Shiny Server definition.
+################################################################################
+shiny::shinyServer(function(input, output, session) {
+
+ shiny::observe({
+ query <- shiny::parseQueryString(session$clientData$url_search)
+ if (!is.null(query[['module']])) {
+ shinydashboard::updateTabItems(
+ session,
+ "explorertabs",
+ query[['module']]
+ )
+ }
+})
+ # ICI Modules ----------------------------------------------------------
+
+ ici_cohort_obj <- call_iatlas_module(
+ "ici_cohort_selection",
+ iatlas.modules2::cohort_selection_server,
+ input,
+ session,
+ default_datasets = shiny::reactive(c("Gide_Cell_2019", "HugoLo_IPRES_2016")),
+ default_group = shiny::reactive("Responder"),
+ dataset_type = shiny::reactive("ici"),
+ display_module_availibility_string = shiny::reactive(F)
+ )
+
+ ici_modules_tbl %>%
+ dplyr::select("name", "server_function") %>%
+ purrr::pwalk(iatlas.app::call_iatlas_module, input, session, ici_cohort_obj)
+
+ # CG Modules ----------------------------------------------------------
+
+ cg_cohort_obj <- call_iatlas_module(
+ "cg_cohort_selection",
+ iatlas.modules2::cohort_selection_server,
+ input,
+ session
+ )
+
+ cg_modules_tbl %>%
+ dplyr::select("name", "server_function") %>%
+ purrr::pwalk(iatlas.app::call_iatlas_module, input, session, cg_cohort_obj)
+
+ # Tool Modules --------------------------------------------------------------
+
+ tool_modules_tbl %>%
+ dplyr::select("name", "server_function") %>%
+ purrr::pwalk(iatlas.app::call_iatlas_module, input, session)
+
+ # Single cell Modules --------------------------------------------------------------
+
+ sc_cohort_obj <- call_iatlas_module(
+ "sc_cohort_selection",
+ iatlas.modules2::cohort_selection_server,
+ input,
+ session,
+ default_datasets = shiny::reactive(c("MSK", "Vanderbilt")),
+ default_group = shiny::reactive("Responder"),
+ dataset_type = shiny::reactive("scrna"),
+ display_module_availibility_string = shiny::reactive(F)
+ )
+
+ sc_modules_tbl %>%
+ dplyr::select("name", "server_function") %>%
+ purrr::pwalk(iatlas.app::call_iatlas_module, input, session, sc_cohort_obj)
+
+ # Other ---------------------------------------------------------------------
+
+ call_iatlas_module(
+ "ici_overview",
+ ici_overview_server,
+ input,
+ session
+ )
+
+ call_iatlas_module(
+ "data_info",
+ data_info_server,
+ input,
+ session
+ )
+
+})
+
+
diff --git a/apps/iatlas/app/tests/testthat.R b/apps/iatlas/app/tests/testthat.R
new file mode 100644
index 0000000000..47a508316b
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat.R
@@ -0,0 +1,4 @@
+library(testthat)
+library(iatlas.app)
+
+test_check("iatlas.app")
diff --git a/apps/iatlas/app/tests/testthat/helper-globals.R b/apps/iatlas/app/tests/testthat/helper-globals.R
new file mode 100644
index 0000000000..a2a6a3019a
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/helper-globals.R
@@ -0,0 +1,59 @@
+get_tcga_samples_tbl <- memoise::memoise(
+ function(){
+ iatlasGraphQLClient::query_cohort_samples(cohorts = "TCGA")
+ }
+)
+
+get_tcga_study_samples_tbl <- memoise::memoise(
+ function(){
+ iatlasGraphQLClient::query_cohort_samples(cohorts = "TCGA_TCGA_Study")
+ }
+)
+
+get_tcga_samples <- memoise::memoise(
+ function(){
+ get_tcga_samples_tbl()$sample_name
+ }
+)
+
+get_tcga_samples_50 <- memoise::memoise(
+ function(){
+ get_tcga_samples()[1:50]
+ }
+)
+
+get_tcga_features_tbl <- memoise::memoise(
+ function(){
+ iatlasGraphQLClient::query_features(cohorts = "TCGA")
+ }
+)
+
+get_pcawg_samples_tbl <- memoise::memoise(
+ function(){
+ iatlasGraphQLClient::query_cohort_samples(cohorts = "PCAWG")
+ }
+)
+
+get_pcawg_study_samples_tbl <- memoise::memoise(
+ function(){
+ iatlasGraphQLClient::query_cohort_samples(cohorts = "PCAWG_PCAWG_Study")
+ }
+)
+
+get_pcawg_samples <- memoise::memoise(
+ function(){
+ get_pcawg_samples_tbl()$sample_name
+ }
+)
+
+get_pcawg_samples_50 <- memoise::memoise(
+ function(){
+ get_pcawg_samples()[1:50]
+ }
+)
+
+get_pcawg_features_tbl <- memoise::memoise(
+ function(){
+ iatlasGraphQLClient::query_features(cohorts = "PCAWG")
+ }
+)
diff --git a/apps/iatlas/app/tests/testthat/test-call_module_server.R b/apps/iatlas/app/tests/testthat/test-call_module_server.R
new file mode 100644
index 0000000000..f0da314836
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-call_module_server.R
@@ -0,0 +1,39 @@
+
+
+test_that("module isn't shown", {
+ shiny::testServer(
+ app = call_module_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(iatlas.modules2::pcawg_immune_subtype_cohort_obj),
+ "server_function" = tumor_microenvironment_cell_proportions_server,
+ "ui_function" = tumor_microenvironment_cell_proportions_ui,
+ "test_function" = shiny::reactiveVal(
+ function(cohort_obj) {
+ cohort_obj$has_features("leukocyte_fraction")
+ }
+ )
+ ),
+ expr = {
+ expect_false(display_module())
+ expect_type(output$ui, "list")
+ }
+ )
+})
+
+test_that("module is shown", {
+ shiny::testServer(
+ app = call_module_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(iatlas.modules2::pcawg_immune_subtype_cohort_obj),
+ "server_function" = tumor_microenvironment_type_fractions_server,
+ "ui_function" = tumor_microenvironment_type_fractions_ui,
+ "test_function" = shiny::reactiveVal(function(cohort_obj) {
+ cohort_obj$has_features("age_at_diagnosis")
+ })
+ ),
+ expr = {
+ expect_true(display_module())
+ expect_type(output$ui, "list")
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-cellimage_functions.R b/apps/iatlas/app/tests/testthat/test-cellimage_functions.R
new file mode 100644
index 0000000000..8849056e25
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-cellimage_functions.R
@@ -0,0 +1,3 @@
+test_that("multiplication works", {
+ expect_equal(2 * 2, 4)
+})
diff --git a/apps/iatlas/app/tests/testthat/test-cellimage_main_server.R b/apps/iatlas/app/tests/testthat/test-cellimage_main_server.R
new file mode 100644
index 0000000000..640c319f08
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-cellimage_main_server.R
@@ -0,0 +1,15 @@
+test_that("cellimage_main_server", {
+ shiny::testServer(
+ cellimage_main_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj
+ )
+ ),
+ {
+ expect_equal(cohort_groups(), c("C1", "C2", "C3", "C4", "C5", "C6"))
+ expect_type(output$select_group1_ui , "list")
+ expect_type(output$select_group2_ui , "list")
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-cellimage_main_ui.R b/apps/iatlas/app/tests/testthat/test-cellimage_main_ui.R
new file mode 100644
index 0000000000..7b760a3f1d
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-cellimage_main_ui.R
@@ -0,0 +1,3 @@
+test_that("cellimage_main_ui", {
+ expect_type(cellimage_main_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-cellimage_network_server.R b/apps/iatlas/app/tests/testthat/test-cellimage_network_server.R
new file mode 100644
index 0000000000..60c1f5e11c
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-cellimage_network_server.R
@@ -0,0 +1,87 @@
+test_that("cellimage_network_server_tcga", {
+ shiny::testServer(
+ cellimage_network_server,
+ args = list(
+ "dataset" = shiny::reactiveVal("TCGA"),
+ "tag" = shiny::reactiveVal("C1")
+ ),
+ {
+ expect_named(
+ feature_nodes(),
+ c(
+ "node_name",
+ "node_feature_name",
+ "node_feature_display",
+ "tag",
+ "x",
+ "y",
+ "score",
+ "Type"
+ )
+ )
+ expect_named(
+ gene_nodes(),
+ c(
+ "node_name",
+ "node_feature_name",
+ "node_feature_display",
+ "tag",
+ "x",
+ "y",
+ "score",
+ "Type"
+ )
+ )
+ expect_named(
+ edges(),
+ c("node_display1", "node_display2", "node1", "node2", "tag")
+ )
+ expect_type(graph_json(), "character")
+ expect_type(output$network, "character")
+ }
+ )
+})
+
+test_that("cellimage_network_server_pcawg", {
+ shiny::testServer(
+ cellimage_network_server,
+ args = list(
+ "dataset" = shiny::reactiveVal("PCAWG"),
+ "tag" = shiny::reactiveVal("C1")
+ ),
+ {
+ expect_named(
+ feature_nodes(),
+ c(
+ "node_name",
+ "node_feature_name",
+ "node_feature_display",
+ "tag",
+ "x",
+ "y",
+ "score",
+ "Type"
+ )
+ )
+ expect_named(
+ gene_nodes(),
+ c(
+ "node_name",
+ "node_feature_name",
+ "node_feature_display",
+ "tag",
+ "x",
+ "y",
+ "score",
+ "Type"
+ )
+ )
+ expect_named(
+ edges(),
+ c("node_display1", "node_display2", "node1", "node2", "tag")
+ )
+ expect_type(graph_json(), "character")
+ expect_type(output$network, "character")
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-cellimage_network_ui.R b/apps/iatlas/app/tests/testthat/test-cellimage_network_ui.R
new file mode 100644
index 0000000000..ba9fdd06bd
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-cellimage_network_ui.R
@@ -0,0 +1,3 @@
+test_that("cellimage_network_ui", {
+ expect_type(cellimage_network_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-cellimage_plot_server.R b/apps/iatlas/app/tests/testthat/test-cellimage_plot_server.R
new file mode 100644
index 0000000000..b3dff22901
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-cellimage_plot_server.R
@@ -0,0 +1,78 @@
+test_that("cellimage_plot_server_tcga", {
+ shiny::testServer(
+ cellimage_plot_server,
+ args = list(
+ "dataset" = shiny::reactiveVal("TCGA"),
+ "tag" = shiny::reactiveVal("C1")
+ ),
+ {
+ expect_named(
+ feature_nodes(),
+ c(
+ "node_name",
+ "node_feature_name",
+ "node_feature_display",
+ "tag",
+ "x",
+ "y",
+ "score",
+ "Type"
+ )
+ )
+ expect_named(
+ gene_nodes(),
+ c(
+ "node_name",
+ "node_feature_name",
+ "node_feature_display",
+ "tag",
+ "x",
+ "y",
+ "score",
+ "Type"
+ )
+ )
+ expect_type(plot_obj(), "list")
+ expect_type(output$plot, "list")
+ }
+ )
+})
+
+test_that("cellimage_plot_server_pcawg", {
+ shiny::testServer(
+ cellimage_plot_server,
+ args = list(
+ "dataset" = shiny::reactiveVal("PCAWG"),
+ "tag" = shiny::reactiveVal("C1")
+ ),
+ {
+ expect_named(
+ feature_nodes(),
+ c(
+ "node_name",
+ "node_feature_name",
+ "node_feature_display",
+ "tag",
+ "x",
+ "y",
+ "score",
+ "Type"
+ )
+ )
+ expect_named(
+ gene_nodes(),
+ c(
+ "node_name",
+ "node_feature_name",
+ "node_feature_display",
+ "tag",
+ "x",
+ "y",
+ "score",
+ "Type"
+ )
+ )
+ expect_type(plot_obj(), "list")
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-cellimage_plot_ui.R b/apps/iatlas/app/tests/testthat/test-cellimage_plot_ui.R
new file mode 100644
index 0000000000..71ead5ef2e
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-cellimage_plot_ui.R
@@ -0,0 +1,3 @@
+test_that("cellimage_plot_ui", {
+ expect_type(cellimage_plot_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-cellimage_server.R b/apps/iatlas/app/tests/testthat/test-cellimage_server.R
new file mode 100644
index 0000000000..7a49db69ae
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-cellimage_server.R
@@ -0,0 +1,31 @@
+test_that("cellimage_server_tcga", {
+ shiny::testServer(
+ cellimage_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj
+ )
+ ),
+ {
+ expect_true(shiny::is.reactive(show_submodule))
+ expect_type(show_submodule(), "closure")
+ expect_true(show_submodule()(cohort_obj()))
+ }
+ )
+})
+
+test_that("cellimage_server_tpcawg", {
+ shiny::testServer(
+ cellimage_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::pcawg_immune_subtype_cohort_obj
+ )
+ ),
+ {
+ expect_true(shiny::is.reactive(show_submodule))
+ expect_type(show_submodule(), "closure")
+ expect_true(show_submodule()(cohort_obj()))
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-cellimage_ui.R b/apps/iatlas/app/tests/testthat/test-cellimage_ui.R
new file mode 100644
index 0000000000..804f40aaf6
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-cellimage_ui.R
@@ -0,0 +1,3 @@
+test_that("cellimage_ui", {
+ expect_type(cellimage_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-clinical_outcomes_functions.R b/apps/iatlas/app/tests/testthat/test-clinical_outcomes_functions.R
new file mode 100644
index 0000000000..306ed0c28d
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-clinical_outcomes_functions.R
@@ -0,0 +1,82 @@
+
+test_that("build_co_survival_list", {
+ res1 <- build_co_survival_list(iatlas.modules2::tcga_immune_subtype_cohort_obj_small$feature_tbl)
+ expect_named(res1)
+ expect_vector(res1)
+ res2 <- build_co_survival_list(iatlas.modules2::tcga_bin_cohort_obj_small$feature_tbl)
+ expect_named(res2)
+ expect_vector(res2)
+})
+
+test_that("get_co_status_feature", {
+ expect_equal(get_co_status_feature("PFI_time_1"), "PFI_1")
+ expect_equal(get_co_status_feature("OS_time"), "OS")
+ expect_error(get_co_status_feature("not_a_feature"), "Unknown time feature")
+})
+
+survival_tbl1 <- build_co_survival_value_tbl(iatlas.modules2::tcga_immune_subtype_cohort_obj_small, "OS_time", "OS")
+survival_tbl2 <- build_co_survival_value_tbl(iatlas.modules2::tcga_bin_cohort_obj_small, "OS_time", "OS")
+
+test_that("Build Survival Values Tibble", {
+ expect_named(survival_tbl1, c("sample", "group", "time", "status"))
+ expect_named(survival_tbl2, c("sample", "group", "time", "status"))
+})
+
+feature_tbl1 <- build_co_feature_tbl(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj_small, "DNA Alteration"
+)
+feature_tbl2 <- build_co_feature_tbl(
+ iatlas.modules2::tcga_bin_cohort_obj_small, "DNA Alteration"
+)
+
+test_that("build_co_feature_tbl", {
+ expected_columns <- c(
+ "sample",
+ "feature_display",
+ "feature_value",
+ "feature_order"
+ )
+ expect_named(feature_tbl1, expected_columns)
+ expect_named(feature_tbl2, expected_columns)
+})
+
+heatmap_tbl1 <- build_co_heatmap_tbl(survival_tbl1, feature_tbl1)
+heatmap_tbl2 <- build_co_heatmap_tbl(survival_tbl2, feature_tbl2)
+
+test_that("build_co_heatmap_tbl", {
+ expected_columns <- c(
+ "sample",
+ "group",
+ "time",
+ "status",
+ "feature_display",
+ "feature_value",
+ "feature_order"
+ )
+ expect_named(heatmap_tbl1, expected_columns)
+ expect_named(heatmap_tbl2, expected_columns)
+})
+
+heatmap_matrix1 <- build_co_heatmap_matrix(heatmap_tbl1)
+
+test_that("Build Heatmap Matrix", {
+ expect_type(heatmap_matrix1, "double")
+ expected_rownames <- c(
+ "Nonsilent Mutation Rate",
+ "SNV Neoantigen",
+ "Indel Neoantigen",
+ "Intratumor Heterogeneity",
+ "Aneuploidy Score",
+ "Number of Segments",
+ "Fraction Altered",
+ "Homologous Recombination Deficiency",
+ "Number of Segments with LOH",
+ "Fraction of Segments with LOH",
+ "Silent Mutation Rate"
+ )
+ expect_equal(rownames(heatmap_matrix1), expected_rownames)
+
+ expected_colnames <- c("C4", "C5", "C6")
+ expect_equal(colnames(heatmap_matrix1), expected_colnames)
+})
+
diff --git a/apps/iatlas/app/tests/testthat/test-clinical_outcomes_heatmap_server.R b/apps/iatlas/app/tests/testthat/test-clinical_outcomes_heatmap_server.R
new file mode 100644
index 0000000000..7c638508c2
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-clinical_outcomes_heatmap_server.R
@@ -0,0 +1,40 @@
+test_that("clinical_outcomes_heatmap_server", {
+ shiny::testServer(
+ clinical_outcomes_heatmap_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj_small
+ )
+ ),
+ {
+ session$setInputs("time_feature_choice" = "OS_time")
+ session$setInputs("class_choice" = "DNA Alteration")
+ session$setInputs("mock_event_data" = data.frame(
+ "x" = "C1", "y" = "Silent Mutation Rate"
+ ))
+
+ expect_type(output$class_selection_ui, "list")
+ expect_type(output$time_feature_selection_ui, "list")
+
+ expect_type(heatmap_tbl(), "list")
+ expect_named(
+ heatmap_tbl(),
+ c(
+ 'sample',
+ 'group',
+ 'time',
+ 'status',
+ 'feature_display',
+ 'feature_value',
+ 'feature_order'
+ )
+ )
+
+ expect_type(output$heatmap, "character")
+ expect_type(heatmap_eventdata(), "list")
+ expect_named(heatmap_eventdata(), c("x", "y"))
+ expect_type(group_data(), "list")
+ expect_named(group_data(), c("group", "description"))
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-clinical_outcomes_server.R b/apps/iatlas/app/tests/testthat/test-clinical_outcomes_server.R
new file mode 100644
index 0000000000..8bd621c44a
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-clinical_outcomes_server.R
@@ -0,0 +1,13 @@
+test_that("clinical_outcomes_server", {
+ shiny::testServer(
+ clinical_outcomes_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj_small
+ )
+ ),
+ {
+ expect_true(T)
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-clinical_outcomes_survival_server.R b/apps/iatlas/app/tests/testthat/test-clinical_outcomes_survival_server.R
new file mode 100644
index 0000000000..db062543ff
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-clinical_outcomes_survival_server.R
@@ -0,0 +1,18 @@
+# test_that("clinical_outcomes_survival_server", {
+# shiny::testServer(
+# clinical_outcomes_survival_server,
+# args = list(
+# "cohort_obj" = shiny::reactiveVal(
+# iatlas.modules2::tcga_immune_subtype_cohort_obj_small
+# )
+# ),
+# {
+# session$setInputs("time_feature_choice" = "OS_time")
+# session$setInputs("class_choice" = "DNA Alteration")
+# session$setInputs("risktable" = T)
+# session$setInputs("confint" = F)
+# expect_type(output$time_feature_selection_ui, "list")
+# expect_type(output$survival_plot, "list")
+# }
+# )
+# })
diff --git a/apps/iatlas/app/tests/testthat/test-clinical_outcomes_survival_ui.R b/apps/iatlas/app/tests/testthat/test-clinical_outcomes_survival_ui.R
new file mode 100644
index 0000000000..1efe3a7f28
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-clinical_outcomes_survival_ui.R
@@ -0,0 +1,3 @@
+test_that("clinical_outcomes_survival_ui", {
+ expect_type(clinical_outcomes_survival_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-clinical_outcomes_ui.R b/apps/iatlas/app/tests/testthat/test-clinical_outcomes_ui.R
new file mode 100644
index 0000000000..4edd33d5c2
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-clinical_outcomes_ui.R
@@ -0,0 +1,3 @@
+test_that("clinical_outcomes_ui", {
+ expect_type(clinical_outcomes_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-copy_number_functions.R b/apps/iatlas/app/tests/testthat/test-copy_number_functions.R
new file mode 100644
index 0000000000..f1954a81e5
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-copy_number_functions.R
@@ -0,0 +1,83 @@
+
+group_tbl <- iatlasGraphQLClient::query_tags(
+ cohorts = "TCGA",
+ parent_tags = "Immune_Subtype"
+) %>%
+ dplyr::select("display" = "tag_short_display", "name" = "tag_name")
+
+gene_tbl <- iatlasGraphQLClient::query_genes(entrez = 1:300) %>%
+ dplyr::select("entrez", "hgnc")
+
+im_gene_tbl <-
+ iatlasGraphQLClient::query_genes(gene_types = "immunomodulator") %>%
+ dplyr::select("entrez", "hgnc")
+
+gene_set_tbl <- iatlasGraphQLClient::query_gene_types()
+
+result_tbl<- iatlasGraphQLClient::query_copy_number_results(
+ datasets = "TCGA",
+ tags = c("C1", "C2"),
+ entrez = 1:2,
+ features = "AS"
+)
+
+test_that("build_cnv_group_list", {
+ result <- build_cnv_group_list(group_tbl)
+ items <- c("All", "C1", "C2", "C3", "C4", "C5", "C6")
+ expect_equal(
+ result,
+ purrr::set_names(items, items)
+ )
+})
+
+test_that("build_cnv_gene_list", {
+ result <- build_cnv_gene_list(gene_set_tbl, gene_tbl)
+ expect_named(result, c("All Genes", "Gene Sets", "Genes"))
+})
+
+test_that("get_cnv_entrez_query_from_filters", {
+
+ result1 <- get_cnv_entrez_query_from_filters("All", gene_set_tbl, gene_tbl)
+ expect_equal(result1, gene_tbl$entrez)
+
+ result2 <- get_cnv_entrez_query_from_filters(
+ c("All", "immunomodulators"), gene_set_tbl, gene_tbl
+ )
+
+ expect_equal(result2, gene_tbl$entrez)
+
+ result3 <- get_cnv_entrez_query_from_filters(
+ "immunomodulator", gene_set_tbl, gene_tbl
+ )
+ expect_type(result3, "integer")
+ expect_length(result3, 78)
+
+ result4 <- get_cnv_entrez_query_from_filters(
+ c("10148", "6346", "4940", "27074", "29880"), gene_set_tbl, gene_tbl
+ )
+ expect_equal(result4, c(10148, 6346, 4940, 27074, 29880))
+})
+
+test_that("create_cnv_results_string", {
+ result <- create_cnv_results_string(result_tbl)
+ expect_equal(result, "Total number of rows: 8, Number of genes: 2")
+})
+
+test_that("build_cnv_dt_tbl", {
+ result <- build_cnv_dt_tbl(result_tbl)
+ expect_named(
+ result,
+ c(
+ "Metric",
+ "Group",
+ "Gene",
+ "Direction",
+ "Mean Normal",
+ "Mean CNV",
+ "Mean Diff",
+ "T stat",
+ "Neg log10 pvalue"
+ )
+ )
+})
+
diff --git a/apps/iatlas/app/tests/testthat/test-copy_number_response_server.R b/apps/iatlas/app/tests/testthat/test-copy_number_response_server.R
new file mode 100644
index 0000000000..2ef88b52b8
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-copy_number_response_server.R
@@ -0,0 +1,52 @@
+
+test_that("copy_number_response_server", {
+ shiny::testServer(
+ copy_number_response_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj_small
+ )
+ ),
+ {
+ expect_type(feature_class_list(), "list")
+ expect_type(output$response_option_ui, "list")
+ expect_type(group_tbl(), "list")
+ expect_equal(nrow(group_tbl()), 6)
+ expect_named(group_tbl(), c("display", "name"))
+ expect_type(group_choice_list(), "character")
+ expect_length(group_choice_list(), 7)
+ expect_type(output$select_cn_group_ui, "list")
+ expect_type(gene_tbl(), "list")
+ expect_type(gene_set_tbl(), "list")
+ expect_type(gene_choice_list(), "list")
+ expect_type(output$select_cn_gene_ui, "list")
+
+ session$setInputs("gene_filter_choices" = "All")
+ session$setInputs("group_choices" = "All")
+ session$setInputs("cn_dir_point_filter" = "All")
+ session$setInputs("response_variable" = "leukocyte_fraction")
+
+ expect_type(gene_entrez_query(), "integer")
+ expect_true(length(gene_entrez_query()) > 1)
+ expect_equal(groups(), c("C1", "C2", "C3", "C4", "C5", "C6"))
+ expect_equal(direction_query(), NA)
+
+ expect_type(result_tbl(), "list")
+ expect_type(output$text, "character")
+ expect_type(output$cnvPlot, "character")
+ expect_type(data_table(), "list")
+ expect_type(output$cnvtable, "character")
+
+ session$setInputs("gene_filter_choices" = 1)
+ session$setInputs("group_choices" = "C1")
+ session$setInputs("cn_dir_point_filter" = 'Amp')
+
+ expect_type(gene_entrez_query(), "integer")
+ expect_equal(gene_entrez_query(), 1)
+ expect_equal(groups(), "C1")
+ expect_equal(direction_query(), 'Amp')
+
+ expect_error(result_tbl())
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-copy_number_response_ui.R b/apps/iatlas/app/tests/testthat/test-copy_number_response_ui.R
new file mode 100644
index 0000000000..c77a685a94
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-copy_number_response_ui.R
@@ -0,0 +1,3 @@
+test_that("copy_number_response_ui", {
+ expect_type(copy_number_response_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-copy_number_server.R b/apps/iatlas/app/tests/testthat/test-copy_number_server.R
new file mode 100644
index 0000000000..b17b6cf0ca
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-copy_number_server.R
@@ -0,0 +1,15 @@
+test_that("copy_number_server", {
+ shiny::testServer(
+ copy_number_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj
+ )
+ ),
+ {
+ expect_true(shiny::is.reactive(show_submodule))
+ expect_type(show_submodule(), "closure")
+ expect_true(show_submodule()(cohort_obj()))
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-copy_number_ui.R b/apps/iatlas/app/tests/testthat/test-copy_number_ui.R
new file mode 100644
index 0000000000..50e0432322
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-copy_number_ui.R
@@ -0,0 +1,3 @@
+test_that("copy_number_ui", {
+ expect_type(copy_number_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-data_info_functions.R b/apps/iatlas/app/tests/testthat/test-data_info_functions.R
new file mode 100644
index 0000000000..5ba1d581a1
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-data_info_functions.R
@@ -0,0 +1,30 @@
+test_that("Format Feature Tibble", {
+ result1 <- format_feature_tbl(dplyr::tibble(
+ display = "", unit = "", class = ""
+ ))
+ expect_named(result1, c("Feature Name", "Variable Class", "Unit"))
+})
+
+test_that("Filter Feature Tibble", {
+ tbl <- dplyr::tibble(class = c("class1", "class1", "class2"))
+ result1 <- filter_feature_tbl(tbl, 1L)
+ result2 <- filter_feature_tbl(tbl, 2L)
+ result3 <- filter_feature_tbl(tbl, 3L)
+ expect_named(result1, "class")
+ expect_named(result2, "class")
+ expect_named(result3, "class")
+ expect_equal(result1$class, c("class1", "class1"))
+ expect_equal(result2$class, c("class1", "class1"))
+ expect_equal(result3$class, "class2")
+})
+
+test_that("Format Filtered Feature Tibble", {
+ result1 <- format_filtered_feature_tbl(dplyr::tibble(
+ display = "", unit = "", method_tag = "", order = 1
+ ))
+ expect_named(
+ result1,
+ c("Variable Class Order", "Feature Name", "Unit", "Methods Tag")
+ )
+})
+
diff --git a/apps/iatlas/app/tests/testthat/test-data_info_server.R b/apps/iatlas/app/tests/testthat/test-data_info_server.R
new file mode 100644
index 0000000000..8f2a1adace
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-data_info_server.R
@@ -0,0 +1,15 @@
+test_that("data_info_server", {
+ shiny::testServer(
+ data_info_server,
+ {
+ expect_type(class_list(), "character")
+ expect_type(output$classes, "list")
+ session$setInputs("class_choice" = "DNA Alteration")
+ expect_type(feature_tbl(), "list")
+ session$setInputs("class_choice" = "All classes")
+ expect_type(feature_tbl(), "list")
+ session$setInputs("feature_table_rows_selected" = 1L)
+ expect_type(filtered_feature_tbl(), "list")
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-data_table_server.R b/apps/iatlas/app/tests/testthat/test-data_table_server.R
new file mode 100644
index 0000000000..9c8e8a0d6f
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-data_table_server.R
@@ -0,0 +1,14 @@
+tbl <- shiny::reactiveVal(
+ dplyr::tibble("x" = c("C1", "C2", "C3"), y = c(1:3))
+)
+
+test_that("module_works", {
+ shiny::testServer(
+ data_table_server,
+ args = list("tbl" = tbl, color = T),
+ {
+ expect_type(output$download_table, "character")
+ expect_type(output$download_table, "character")
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-driver_associations_server.R b/apps/iatlas/app/tests/testthat/test-driver_associations_server.R
new file mode 100644
index 0000000000..85d1528765
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-driver_associations_server.R
@@ -0,0 +1,15 @@
+test_that("driver_associations_server", {
+ shiny::testServer(
+ driver_associations_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj
+ )
+ ),
+ {
+ expect_true(shiny::is.reactive(show_submodule))
+ expect_type(show_submodule(), "closure")
+ expect_true(show_submodule()(cohort_obj()))
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-driver_associations_ui.R b/apps/iatlas/app/tests/testthat/test-driver_associations_ui.R
new file mode 100644
index 0000000000..242e139f95
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-driver_associations_ui.R
@@ -0,0 +1,3 @@
+test_that("driver_associations_ui", {
+ expect_type(driver_associations_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-extracellular_network_functions.R b/apps/iatlas/app/tests/testthat/test-extracellular_network_functions.R
new file mode 100644
index 0000000000..ceb6629375
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-extracellular_network_functions.R
@@ -0,0 +1,51 @@
+
+test_that("build_ecn_gene_choice_list", {
+ result <- build_ecn_gene_choice_list()
+ expect_named(result, c("Genesets", "Genes"))
+ expect_named(
+ result$Genesets,
+ c("Extracellular Network Genes", "Immunomodulator Genes")
+ )
+ expect_named(result$Genes)
+ expect_true(length(result$Genes) > 0)
+})
+
+test_that("build_ecn_celltype_choice_list", {
+ result <- build_ecn_celltype_choice_list()
+ expect_named(result)
+ expect_true(result[[1]] == "All")
+ expect_true(names(result)[[1]] == "All")
+})
+
+test_that("get_selected_gene_ids", {
+ gene_list1 <- list()
+ gene_list2 <- list("geneset:immunomodulator")
+ gene_list3 <- list("gene:1")
+ gene_list4 <- list("geneset:immunomodulator", "gene:1")
+ gene_list5 <- list("geneset:extracellular_network")
+ result1 <- get_selected_gene_ids(gene_list1)
+ result2 <- get_selected_gene_ids(gene_list2)
+ result3 <- get_selected_gene_ids(gene_list3)
+ result4 <- get_selected_gene_ids(gene_list4)
+ result5 <- get_selected_gene_ids(gene_list5)
+ expect_null(result1)
+ expect_length (result2, 78)
+ expect_equal(result3, 1)
+ expect_length(result4, 79)
+ expect_true(length(result5) > 0)
+})
+
+test_that("get_selected_celltypes", {
+ list1 <- list()
+ list2 <- list("All")
+ list3 <- list("cell1")
+ list4 <- list("All", "cell1")
+ result1 <- get_selected_celltypes(list1)
+ result2 <- get_selected_celltypes(list2)
+ result3 <- get_selected_celltypes(list3)
+ result4 <- get_selected_celltypes(list4)
+ expect_null(result1)
+ expect_length (result2, 9)
+ expect_equal(result3, "cell1")
+ expect_length(result4, 9)
+})
diff --git a/apps/iatlas/app/tests/testthat/test-extracellular_network_main_server.R b/apps/iatlas/app/tests/testthat/test-extracellular_network_main_server.R
new file mode 100644
index 0000000000..545d48ba42
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-extracellular_network_main_server.R
@@ -0,0 +1,242 @@
+test_that("extracellular_network_main_server_immune_subtype", {
+ shiny::testServer(
+ extracellular_network_main_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj
+ )
+ ),
+ {
+ session$setInputs("group_selected" = "C1")
+ session$setInputs("selected_genes" = "gene:2")
+ session$setInputs("selected_celltypes" = "All")
+ session$setInputs("abundance" = 0)
+ session$setInputs("concordance" = 0)
+ session$setInputs("calculate_button" = 1)
+ session$setInputs("do_layout" = "cose")
+
+
+ expect_false(show_stratify_option())
+ expect_false(stratify())
+ expect_type(gene_choice_list(), "list")
+ expect_equal(group_choices(), c("C1", "C2", "C3", "C4", "C5", "C6"))
+
+ expect_type(output$select_groups_ui, "list")
+ expect_type(output$select_style, "list")
+ expect_type(output$select_celltypes, "list")
+
+ expect_equal(selected_genes(), 2)
+ expect_type(selected_celltypes(), "character")
+
+ expect_type(gene_nodes(), "list")
+ expect_equal(nrow(gene_nodes()), 1)
+ expect_type(feature_nodes(), "list")
+ expect_equal(nrow(feature_nodes()), 9)
+ expect_type(nodes(), "list")
+ expect_equal(nrow(nodes()), 10)
+ expect_named(
+ nodes(),
+ c(
+ "label", "node_name", "node_display", "node_friendly", "tag", "score"
+ )
+ )
+
+ expect_type(edges(), "list")
+ expect_equal(nrow(edges()), 1)
+
+ expect_type(output$select_node_ui, "list")
+ expect_type(graph_json(), "character")
+ expect_type(output$cyjShiny, "character")
+ }
+ )
+})
+
+test_that("extracellular_network_main_server_tcga_study_no_results", {
+ shiny::testServer(
+ extracellular_network_main_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_tcga_study_cohort_obj
+ )
+ ),
+ {
+ session$setInputs("stratify" = F)
+ session$setInputs("group_selected" = "BRCA")
+ session$setInputs("selected_genes" = "gene:2")
+ session$setInputs("selected_celltypes" = "All")
+ session$setInputs("abundance" = 100)
+ session$setInputs("concordance" = 100)
+ session$setInputs("calculate_button" = 1)
+ session$setInputs("do_layout" = "cose")
+
+ expect_equal(show_stratify_option(), T)
+ expect_type(output$stratify_ui, "list")
+ expect_false(stratify())
+ expect_type(output$select_groups_ui, "list")
+
+ expect_type(output$select_style, "list")
+ expect_type(output$select_celltypes, "list")
+
+ expect_type(gene_choice_list(), "list")
+ expect_named(gene_choice_list(), c("Genesets", "Genes"))
+ expect_length(gene_choice_list()$Genesets, 2)
+ expect_true(length(gene_choice_list()$Genes) > 0)
+ expect_equal(selected_genes(), 2)
+ expect_type(selected_celltypes(), "character")
+
+ expect_type(gene_nodes(), "list")
+ expect_equal(nrow(gene_nodes()), 0)
+
+ expect_type(feature_nodes(), "list")
+ expect_equal(nrow(feature_nodes()), 0)
+ expect_equal(nrow(nodes()), 0)
+ expect_named(
+ nodes(),
+ c(
+ "label", "node_name", "node_display", "node_friendly", "tag", "score"
+ )
+ )
+ expect_error(
+ edges(),
+ "No network for this selection. Try changing the thresholds or selecting another subset.",
+ "shiny.silent.error"
+ )
+ }
+ )
+})
+
+
+
+test_that("extracellular_network_main_server_tcga_study_no_stratification", {
+ shiny::testServer(
+ extracellular_network_main_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_tcga_study_cohort_obj
+ )
+ ),
+ {
+ session$setInputs("stratify" = F)
+ session$setInputs("group_selected" = "BRCA")
+ session$setInputs("selected_genes" = "gene:2")
+ session$setInputs("selected_celltypes" = "All")
+ session$setInputs("abundance" = 0)
+ session$setInputs("concordance" = 0)
+ session$setInputs("calculate_button" = 2)
+ session$setInputs("do_layout" = "cose")
+
+ expect_equal(show_stratify_option(), T)
+ expect_type(output$stratify_ui, "list")
+ expect_false(stratify())
+ expect_type(output$select_groups_ui, "list")
+
+ expect_type(output$select_style, "list")
+ expect_type(output$select_celltypes, "list")
+
+ expect_equal(selected_genes(), 2)
+ expect_type(selected_celltypes(), "character")
+
+ expect_type(gene_nodes(), "list")
+ expect_type(feature_nodes(), "list")
+ expect_equal(nrow(gene_nodes()), 1)
+ expect_equal(nrow(feature_nodes()), 9)
+
+ expect_type(edges(), "list")
+ expect_equal(nrow(edges()), 1)
+
+ expect_type(output$select_node_ui, "list")
+ expect_type(graph_json(), "character")
+
+ expect_type(output$cyjShiny, "character")
+ }
+ )
+})
+
+test_that("extracellular_network_main_server_tcga_study_with_stratification", {
+ shiny::testServer(
+ extracellular_network_main_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_tcga_study_cohort_obj
+ )
+ ),
+ {
+ session$setInputs("stratify" = T)
+ session$setInputs("group_selected" = "BRCA")
+ session$setInputs("stratified_group_selected" = c("C1", "C2"))
+ session$setInputs("selected_genes" = "gene:2")
+ session$setInputs("abundance" = 0)
+ session$setInputs("concordance" = 0)
+ session$setInputs("selected_celltypes" = "All")
+ session$setInputs("do_layout" = "cose")
+
+ expect_equal(show_stratify_option(), T)
+ expect_type(output$stratify_ui, "list")
+
+ expect_true(stratify())
+ expect_type(output$select_groups_ui, "list")
+ expect_type(output$select_statify_groups_ui, "list")
+ expect_type(output$select_style, "list")
+ expect_type(output$select_celltypes, "list")
+
+ expect_equal(selected_genes(), 2)
+ expect_type(selected_celltypes(), "character")
+
+ session$setInputs("calculate_button" = 1)
+
+ expect_type(gene_nodes(), "list")
+ expect_equal(nrow(gene_nodes()), 2)
+ expect_type(feature_nodes(), "list")
+ expect_equal(nrow(feature_nodes()), 18)
+ expect_type(nodes(), "list")
+ expect_equal(nrow(nodes()), 20)
+
+ expect_type(edges(), "list")
+ expect_equal(nrow(edges()), 2)
+
+ expect_type(output$select_node_ui, "list")
+ expect_type(graph_json(), "character")
+
+ expect_type(output$cyjShiny, "character")
+ }
+ )
+})
+
+test_that("extracellular_network_main_server_pcawg_immune_subtype", {
+ shiny::testServer(
+ extracellular_network_main_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::pcawg_immune_subtype_cohort_obj
+ )
+ ),
+ {
+ expect_false(show_stratify_option())
+ expect_false(stratify())
+ expect_type(gene_choice_list(), "list")
+ expect_type(output$select_groups_ui, "list")
+ expect_type(output$select_style, "list")
+ expect_type(output$select_celltypes, "list")
+ session$setInputs("group_selected" = "C1")
+ session$setInputs("selected_genes" = "gene:2")
+ expect_equal(selected_genes(), 2)
+ session$setInputs("selected_celltypes" = "All")
+ expect_type(selected_celltypes(), "character")
+
+ session$setInputs("abundance" = 0)
+ session$setInputs("concordance" = 0)
+ session$setInputs("calculate_button" = 1)
+ expect_type(gene_nodes(), "list")
+ expect_equal(nrow(gene_nodes()), 1)
+ expect_type(feature_nodes(), "list")
+
+ expect_type(edges(), "list")
+ expect_equal(nrow(edges()), 1)
+
+ expect_type(output$select_node_ui, "list")
+ expect_type(graph_json(), "character")
+ session$setInputs("do_layout" = "cose")
+ expect_type(output$cyjShiny, "character")
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-extracellular_network_main_ui.R b/apps/iatlas/app/tests/testthat/test-extracellular_network_main_ui.R
new file mode 100644
index 0000000000..83bd6e440b
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-extracellular_network_main_ui.R
@@ -0,0 +1,3 @@
+test_that("extracellular_network_main_ui", {
+ expect_type(extracellular_network_main_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-extracellular_network_server.R b/apps/iatlas/app/tests/testthat/test-extracellular_network_server.R
new file mode 100644
index 0000000000..431127707a
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-extracellular_network_server.R
@@ -0,0 +1,31 @@
+test_that("extracellular_network_server_tcga", {
+ shiny::testServer(
+ extracellular_network_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj
+ )
+ ),
+ {
+ expect_true(shiny::is.reactive(show_submodule))
+ expect_type(show_submodule(), "closure")
+ expect_true(show_submodule()(cohort_obj()))
+ }
+ )
+})
+
+test_that("extracellular_network_server_pcawg", {
+ shiny::testServer(
+ extracellular_network_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::pcawg_immune_subtype_cohort_obj
+ )
+ ),
+ {
+ expect_true(shiny::is.reactive(show_submodule))
+ expect_type(show_submodule(), "closure")
+ expect_true(show_submodule()(cohort_obj()))
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-extracellular_network_ui.R b/apps/iatlas/app/tests/testthat/test-extracellular_network_ui.R
new file mode 100644
index 0000000000..bbddaa1f84
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-extracellular_network_ui.R
@@ -0,0 +1,3 @@
+test_that("extracellular_network_ui", {
+ expect_type(extracellular_network_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-immune_feature_correlations_server.R b/apps/iatlas/app/tests/testthat/test-immune_feature_correlations_server.R
new file mode 100644
index 0000000000..3888e9ded9
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-immune_feature_correlations_server.R
@@ -0,0 +1,85 @@
+test_that("immune_feature_correlations_server", {
+ shiny::testServer(
+ immune_feature_correlations_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::pcawg_immune_subtype_cohort_obj
+ ),
+ "mock_event_data" = shiny::reactive(data.frame(
+ "curveNumber" = 0,
+ "pointNumber" = 1,
+ "x" = "C1",
+ "y" = "TCR Richness",
+ "z" = "0.1805093"
+ ))
+ ),
+ {
+ session$setInputs("heatmap-class_choice" = "Adaptive Receptor - T cell")
+ session$setInputs("heatmap-response_choice" = "Eosinophils")
+ session$setInputs("heatmap-summarise_function_choice" = "Spearman")
+
+ feature_sample_data <- feature_sample_data_function()(
+ "Adaptive Receptor - T cell"
+ )
+ expect_true(tibble::is_tibble(feature_sample_data))
+ expect_named(
+ feature_sample_data,
+ c(
+ 'sample_name',
+ 'group_name',
+ 'feature_name',
+ 'feature_display',
+ 'feature_value',
+ 'feature_order',
+ 'dataset_name'
+ )
+ )
+
+ response_sample_data <- response_sample_data_function()("Eosinophils")
+ expect_true(tibble::is_tibble(response_sample_data))
+ expect_named(
+ response_sample_data,
+ c(
+ "sample_name",
+ "feature_name",
+ "feature_value"
+ )
+ )
+
+ expect_true(tibble::is_tibble(feature_data()))
+ expect_named(
+ feature_data(),
+ c(
+ "feature_name",
+ "feature_display",
+ "feature_class",
+ "feature_order"
+ )
+ )
+
+ expect_true(tibble::is_tibble(response_data()))
+ expect_named(
+ response_data(),
+ c(
+ "feature_name",
+ "feature_display",
+ "feature_class"
+ )
+ )
+
+
+ expect_type(feature_sample_data_function(), "closure")
+ expect_type(summarise_function_list(), "list")
+
+ expect_type(result()$heatmap_data, "list")
+ expect_named(
+ result()$heatmap_data,
+ c('feature_display', 'C1', 'C2', 'C3', 'C4', 'C6')
+ )
+ expect_type(result()$scatterplot_data, "list")
+ expect_named(result()$scatterplot_data, c("x", "y", "text"))
+
+
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-immune_feature_correlations_ui.R b/apps/iatlas/app/tests/testthat/test-immune_feature_correlations_ui.R
new file mode 100644
index 0000000000..d6bcc066ee
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-immune_feature_correlations_ui.R
@@ -0,0 +1,4 @@
+test_that("immune_feature_correlations_ui", {
+ expect_type(immune_feature_correlations_ui("id"), "list")
+})
+
diff --git a/apps/iatlas/app/tests/testthat/test-immune_feature_distributions_server.R b/apps/iatlas/app/tests/testthat/test-immune_feature_distributions_server.R
new file mode 100644
index 0000000000..a9bcfa326e
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-immune_feature_distributions_server.R
@@ -0,0 +1,76 @@
+test_that("immune_feature_distributions_server", {
+ shiny::testServer(
+ immune_feature_distributions_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::pcawg_immune_subtype_cohort_obj
+ ),
+ "mock_event_data" = shiny::reactive(data.frame(
+ "curveNumber" = c(0,0),
+ "pointNumber" = c(0,0),
+ "x" = "C1",
+ "y" = c(5.1, 2.1),
+ "key" = "PCAWG"
+ ))
+ ),
+ {
+ expect_type(feature_data(), "list")
+ expect_named(
+ feature_data(),
+ c("feature_class", "feature_name", "feature_display")
+ )
+ session$setInputs("distplot-scale_method_choice" = "None")
+ session$setInputs("distplot-reorder_method_choice" = "None")
+ session$setInputs("distplot-feature_choice" = "age_at_diagnosis")
+ session$setInputs("distplot-plot_type_choice" = "Violin")
+ session$setInputs("distplot-mock_event_data" = data.frame(
+ "curveNumber" = c(0,0),
+ "pointNumber" = c(0,0),
+ "x" = "C1",
+ "y" = c(5.1, 2.1),
+ "key" = "C1"
+ ))
+
+ expect_type(sample_data_function(), "closure")
+
+ plot_data <- sample_data_function()(.feature = feature_data()$feature_name[[1]])
+ expect_type(plot_data, "list")
+ expect_named(
+ plot_data,
+ c(
+ "sample_name",
+ "group_name",
+ "feature_name",
+ "feature_display",
+ "feature_value",
+ "feature_order",
+ "dataset_name"
+ )
+ )
+ expect_equal(
+ unique(plot_data$feature_display),
+ feature_data()$feature_display[[1]]
+ )
+
+ histogram_data <- result()$histogram_data
+ expect_type(histogram_data, "list")
+ expect_named(histogram_data, "feature_value")
+ expect_true(nrow(histogram_data) > 0)
+ distplot_data <- result()$distplot_data
+ expect_type(distplot_data, "list")
+ expect_named(
+ distplot_data,
+ c(
+ 'sample_name',
+ 'group_display',
+ 'group_color',
+ 'group_description',
+ 'feature_display',
+ 'feature_value',
+ 'dataset_display'
+ )
+ )
+ expect_true(nrow(distplot_data) > 0)
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-immune_features_server.R b/apps/iatlas/app/tests/testthat/test-immune_features_server.R
new file mode 100644
index 0000000000..1c369cfb18
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-immune_features_server.R
@@ -0,0 +1,13 @@
+test_that("immune_features_server", {
+ shiny::testServer(
+ immune_features_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj
+ )
+ ),
+ {
+ expect_true(T)
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-immune_features_ui.R b/apps/iatlas/app/tests/testthat/test-immune_features_ui.R
new file mode 100644
index 0000000000..0a44a7fa29
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-immune_features_ui.R
@@ -0,0 +1,3 @@
+test_that("immune_features_ui", {
+ expect_type(immune_features_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-immune_subtype_classifier_ui.R b/apps/iatlas/app/tests/testthat/test-immune_subtype_classifier_ui.R
new file mode 100644
index 0000000000..7c07cb1c0c
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-immune_subtype_classifier_ui.R
@@ -0,0 +1,3 @@
+test_that("immune_subtype_classifier_ui", {
+ expect_type(immune_subtype_classifier_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-immunomodulator_distributions_server.R b/apps/iatlas/app/tests/testthat/test-immunomodulator_distributions_server.R
new file mode 100644
index 0000000000..b32c480c19
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-immunomodulator_distributions_server.R
@@ -0,0 +1,60 @@
+test_that("immunomodulator_distributions_server", {
+ shiny::testServer(
+ immunomodulator_distributions_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::pcawg_immune_subtype_cohort_obj
+ ),
+ "mock_event_data" = shiny::reactive(data.frame(
+ "curveNumber" = c(0,0),
+ "pointNumber" = c(0,0),
+ "x" = "C1",
+ "y" = c(5.1, 2.1),
+ "key" = "PCAWG"
+ ))
+ ),
+ {
+ session$setInputs("distplot-feature_choice" = "135")
+ session$setInputs("distplot-scale_method_choice" = "None")
+ session$setInputs("distplot-reorder_method_choice" = "None")
+ session$setInputs("distplot-plot_type_choice" = "Violin")
+
+ expect_type(feature_data(), "list")
+ expect_named(
+ feature_data(),
+ c(
+ "feature_name",
+ "feature_display",
+ "Gene Family",
+ "Gene Function",
+ "Immune Checkpoint",
+ "Super Category"
+ )
+ )
+ expect_type(sample_data_function(), "closure")
+ entrez = as.character(feature_data()$feature_name[[1]])
+
+ plot_data <- sample_data_function()(.feature = entrez)
+ expect_type(plot_data, "list")
+ expect_named(
+ plot_data,
+ c(
+ "sample_name",
+ "group_name",
+ "feature_name",
+ "feature_display",
+ "feature_value",
+ "dataset_name"
+ )
+ )
+ expect_equal(unique(plot_data$dataset_name), "PCAWG")
+ expect_true(nrow(plot_data) > 0)
+ expect_equal(
+ unique(plot_data$feature_display),
+ feature_data()$feature_display[[1]]
+ )
+ expect_type(result(), "list")
+ }
+ )
+})
+
diff --git a/apps/iatlas/app/tests/testthat/test-immunomodulator_distributions_ui.R b/apps/iatlas/app/tests/testthat/test-immunomodulator_distributions_ui.R
new file mode 100644
index 0000000000..de94dc80e4
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-immunomodulator_distributions_ui.R
@@ -0,0 +1,3 @@
+test_that("immunomodulators_distributions_ui", {
+ expect_type(immunomodulators_distributions_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-immunomodulators_functions.R b/apps/iatlas/app/tests/testthat/test-immunomodulators_functions.R
new file mode 100644
index 0000000000..eeec0d9831
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-immunomodulators_functions.R
@@ -0,0 +1,12 @@
+
+test_that("Build Immunomodulators Datatable Tibble", {
+ res1 <- build_im_dt_tbl()
+ expect_named(
+ res1,
+ c("Hugo", "Entrez ID", "Friendly Name", "Gene Family",
+ "Super Category", "Immune Checkpoint", "Function",
+ 'Reference(s) [PMID]'
+ )
+ )
+})
+
diff --git a/apps/iatlas/app/tests/testthat/test-immunomodulators_server.R b/apps/iatlas/app/tests/testthat/test-immunomodulators_server.R
new file mode 100644
index 0000000000..2623c9598b
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-immunomodulators_server.R
@@ -0,0 +1,13 @@
+test_that("immunomodulators_server", {
+ shiny::testServer(
+ immunomodulators_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::pcawg_immune_subtype_cohort_obj
+ )
+ ),
+ {
+ expect_true(T)
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-immunomodulators_ui.R b/apps/iatlas/app/tests/testthat/test-immunomodulators_ui.R
new file mode 100644
index 0000000000..6ad8e827bd
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-immunomodulators_ui.R
@@ -0,0 +1,3 @@
+test_that("immunomodulators_ui", {
+ expect_type(immunomodulators_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-io_target_distributions_server.R b/apps/iatlas/app/tests/testthat/test-io_target_distributions_server.R
new file mode 100644
index 0000000000..e82c2ae7aa
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-io_target_distributions_server.R
@@ -0,0 +1,60 @@
+test_that("io_target_distributions_server", {
+ shiny::testServer(
+ io_target_distributions_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::pcawg_immune_subtype_cohort_obj
+ ),
+ "mock_event_data" = shiny::reactive(data.frame(
+ "curveNumber" = c(0,0),
+ "pointNumber" = c(0,0),
+ "x" = "C1",
+ "y" = c(5.1, 2.1),
+ "key" = "PCAWG"
+ ))
+ ),
+ {
+ session$setInputs("distplot-feature_choice" = "340273")
+ session$setInputs("distplot-scale_method_choice" = "None")
+ session$setInputs("distplot-reorder_method_choice" = "None")
+ session$setInputs("distplot-plot_type_choice" = "Violin")
+
+ expect_true(is.na(url_gene()))
+ expect_null(default_gene())
+
+ expect_true(tibble::is_tibble(feature_data()))
+ expect_named(
+ feature_data(),
+ c(
+ "feature_name",
+ "feature_display",
+ "Pathway",
+ "Therapy Type"
+ )
+ )
+ expect_type(sample_data_function(), "closure")
+ entrez = as.character(feature_data()$feature_name[[1]])
+
+ sample_data <- sample_data_function()(.feature = entrez)
+ expect_true(tibble::is_tibble(sample_data))
+ expect_named(
+ sample_data,
+ c(
+ "sample_name",
+ "group_name",
+ "feature_name",
+ "feature_display",
+ "feature_value",
+ "dataset_name"
+ )
+ )
+ expect_true(nrow(sample_data) > 0)
+ expect_equal(
+ unique(sample_data$feature_display),
+ feature_data()$feature_display[[1]]
+ )
+
+ expect_type(result(), "list")
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-io_target_functions.R b/apps/iatlas/app/tests/testthat/test-io_target_functions.R
new file mode 100644
index 0000000000..732cbbc94d
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-io_target_functions.R
@@ -0,0 +1,36 @@
+
+test_that("Get Gene From URL", {
+ expect_equal(get_gene_from_url(list()), NA)
+ expect_equal(get_gene_from_url(list("gene" = "gene1")), "gene1")
+})
+
+io_target_tbl <- iatlasGraphQLClient::query_io_targets()
+
+test_that("Build IO Target Datatable Tibble", {
+ result <- build_io_target_dt_tbl(io_target_tbl)
+ expect_named(
+ result,
+ c(
+ "Hugo",
+ "Entrez ID",
+ "Friendly Name",
+ "Pathway",
+ "Therapy Type",
+ "Description",
+ "Link to IO Landscape"
+ )
+ )
+})
+
+test_that("Create IO Landscape Links", {
+ expect_equal(
+ create_io_landscape_links("CD19"),
+ stringr::str_c(
+ "CD19 "
+ )
+ )
+})
+
diff --git a/apps/iatlas/app/tests/testthat/test-io_targets_ui.R b/apps/iatlas/app/tests/testthat/test-io_targets_ui.R
new file mode 100644
index 0000000000..49841812fb
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-io_targets_ui.R
@@ -0,0 +1,3 @@
+test_that("io_targets_ui", {
+ expect_type(io_targets_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-model_selection_functions.R b/apps/iatlas/app/tests/testthat/test-model_selection_functions.R
new file mode 100644
index 0000000000..62bc5a5aeb
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-model_selection_functions.R
@@ -0,0 +1,126 @@
+
+test_that("get_numeric_covariate_ids_from_output", {
+ input1 <- list(
+ "element1" = list(
+ "covariate_choice_id" = 1L,
+ "transformation_choice" = "None"
+ )
+ )
+ input2 <- list(
+ "element1" = list(
+ "covariate_choice_id" = 1L,
+ "transformation_choice" = "None"
+ ),
+ "element2" = list(
+ "covariate_choice_id" = 2L,
+ "transformation_choice" = "None"
+ )
+ )
+ expect_null(
+ get_items_from_numeric_covariate_output(
+ NULL,
+ "covariate_choice_id"
+ )
+ )
+ expect_null(
+ get_items_from_numeric_covariate_output(
+ NULL,
+ "transformation_choice"
+ )
+ )
+ expect_equal(
+ get_items_from_numeric_covariate_output(
+ input1,
+ "covariate_choice_id"
+ ),
+ 1L
+ )
+ expect_equal(
+ get_items_from_numeric_covariate_output(
+ input2,
+ "covariate_choice_id"
+ ),
+ c(1L, 2L)
+ )
+ expect_equal(
+ get_items_from_numeric_covariate_output(
+ input1,
+ "transformation_choice"
+ ),
+ "None"
+ )
+ expect_equal(
+ get_items_from_numeric_covariate_output(
+ input2,
+ "transformation_choice"
+ ),
+ c("None", "None")
+ )
+})
+test_that("get_names_from_categorical_covariate_output", {
+ input1 <- list("element1" = "Immune_Subtype")
+ input2 <- list(
+ "element1" = "Immune_Subtype",
+ "element2" = "TCGA_Subtype"
+ )
+ input3 <- list(
+ "element1" = NULL,
+ "element2" = "Immune_Subtype",
+ "element3" = "TCGA_Subtype"
+ )
+ expect_null(get_names_from_categorical_covariate_output(NULL))
+ expect_equal(
+ get_names_from_categorical_covariate_output(input1),
+ "Immune_Subtype"
+ )
+ expect_equal(
+ get_names_from_categorical_covariate_output(input2),
+ c("Immune_Subtype", "TCGA_Subtype")
+ )
+ expect_equal(
+ get_names_from_categorical_covariate_output(input3),
+ c("Immune_Subtype", "TCGA_Subtype")
+ )
+})
+
+test_that("create_numerical_covariate_string", {
+ expect_null(
+ create_numerical_covariate_string(
+ NULL,
+ NULL,
+ transform_feature_formula
+ )
+ )
+ expect_type(
+ create_numerical_covariate_string(
+ 1,
+ "None",
+ iatlas.modules::transform_feature_formula
+ ),
+ "character"
+ )
+ expect_length(
+ create_numerical_covariate_string(
+ 1,
+ "None",
+ iatlas.modules::transform_feature_formula
+ ),
+ 1L
+ )
+})
+
+test_that("create_covariate_string", {
+ expect_equal(
+ create_covariate_string("str1", NULL, NULL),
+ "str1"
+ )
+ expect_equal(
+ create_covariate_string("str1", "str2", NULL),
+ "str1 + str2"
+ )
+ expect_equal(
+ create_covariate_string("str1", "str2", "str3"),
+ "str1 + str2 + str3"
+ )
+})
+
diff --git a/apps/iatlas/app/tests/testthat/test-model_selection_server.R b/apps/iatlas/app/tests/testthat/test-model_selection_server.R
new file mode 100644
index 0000000000..a338b8612e
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-model_selection_server.R
@@ -0,0 +1,43 @@
+numerical_covariate_tbl <- iatlasGraphQLClient::query_features() %>%
+ dplyr::select("class", "display", "feature" = "name") %>%
+ shiny::reactiveVal()
+
+categorical_covariate_tbl <-
+ dplyr::tribble(
+ ~class, ~display, ~feature,
+ "Groups", "Immune Subtype", "Immune_Subtype",
+ "Groups", "TCGA Study", "TCGA_Study",
+ "Groups", "TCGA Subtype", "TCGA_Subtype"
+ ) %>%
+ shiny::reactiveVal()
+
+test_that("model_selection_server", {
+ shiny::testServer(
+ model_selection_server,
+ args = list(
+ "numerical_covariate_tbl" = numerical_covariate_tbl,
+ "categorical_covariate_tbl" = categorical_covariate_tbl,
+ "model_string_prefix" = shiny::reactiveVal("Feature ~ Status")
+ ),
+ {
+ expect_type(numerical_covariate_list(), "list")
+ expect_type(numeric_covariate_module(), "closure")
+ expect_null(numerical_covariates())
+ expect_null(numerical_transformations())
+ expect_null(numerical_display_string())
+ expect_null(numerical_formula_string())
+
+ expect_type(categorical_covariate_list(), "list")
+ expect_type(categorical_covariate_module(), "closure")
+ expect_null(categorical_covariates())
+ expect_null(categorical_display_string())
+ expect_null(categorical_formula_string())
+
+ expect_equal(display_string(), "Feature ~ Status")
+ expect_equal(formula_string(), "response ~ status")
+
+ result <- group_object <- session$getReturned()()
+ expect_type(result, "list")
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-model_selection_ui.R b/apps/iatlas/app/tests/testthat/test-model_selection_ui.R
new file mode 100644
index 0000000000..b16884b490
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-model_selection_ui.R
@@ -0,0 +1,3 @@
+test_that("model_selection_ui", {
+ expect_type(model_selection_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-til_map_datatable_functions.R b/apps/iatlas/app/tests/testthat/test-til_map_datatable_functions.R
new file mode 100644
index 0000000000..72fa2f93f8
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-til_map_datatable_functions.R
@@ -0,0 +1,48 @@
+
+ # test_that("Build Tilmap Datatbale Tibble", {
+ # til_features <- 'TIL Map Characteristic' %>%
+ # get_class_id_from_name() %>%
+ # build_feature_value_tbl_from_class_ids %>%
+ # dplyr::pull(feature) %>%
+ # unique()
+ #
+ # tbl1 <- dplyr::tibble(
+ # sample_id = 1:10000,
+ # group = "G1",
+ # sample_name = paste0("S", 1:10000),
+ # slide_barcode = paste0("BS", 1:10000),
+ # )
+ # result1 <- build_tm_dt_tbl(tbl1)
+ # expect_named(
+ # result1,
+ # c("Sample", "Selected Group", "Image", til_features)
+ # )
+ # })
+ #
+ # test_that("Create Tilmap Datatbale Tibble Query", {
+ # expect_equal(
+ # create_build_tm_dt_tbl_query(),
+ # paste0(
+ # "SELECT a.sample_id, a.value, b.display FROM ( ",
+ # "SELECT feature_id, sample_id, value FROM features_to_samples ",
+ # "WHERE feature_id IN ( ",
+ # "SELECT id AS feature FROM features WHERE class_id = ",
+ # "( SELECT id FROM classes WHERE name = ",
+ # "'TIL Map Characteristic' ) ) ) a INNER JOIN ",
+ # "(SELECT id, display from features) b ON a.feature_id = b.id"
+ # )
+ # )
+ # })
+ #
+ # test_that("Create Tilmap Slide Link", {
+ # expect_equal(
+ # create_tm_slide_link("barcode"),
+ # paste0(
+ # "barcode "
+ # )
+ # )
+ # })
+
diff --git a/apps/iatlas/app/tests/testthat/test-til_map_datatable_server.R b/apps/iatlas/app/tests/testthat/test-til_map_datatable_server.R
new file mode 100644
index 0000000000..8755242f5b
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-til_map_datatable_server.R
@@ -0,0 +1,26 @@
+test_that("til_map_datatable_server", {
+ shiny::testServer(
+ til_map_datatable_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj_small
+ )
+ ),
+ {
+
+ expect_type(patient_tbl(), "list")
+ expect_named(patient_tbl(), c("sample_name", "patient_name"))
+ expect_true(nrow(patient_tbl()) > 0)
+
+ expect_type(slide_tbl(), "list")
+ expect_named(slide_tbl(), c("patient_name", "slide_name"))
+ expect_true(nrow(slide_tbl()) > 0)
+
+ expect_type(feature_tbl(), "list")
+ expect_true(nrow(feature_tbl()) > 0)
+
+ expect_type(tilmap_tbl(), "list")
+ expect_true(nrow(tilmap_tbl()) > 0)
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-til_map_datatable_ui.R b/apps/iatlas/app/tests/testthat/test-til_map_datatable_ui.R
new file mode 100644
index 0000000000..ceaccfe6c9
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-til_map_datatable_ui.R
@@ -0,0 +1,4 @@
+test_that("til_map_datatable_ui", {
+ expect_type(til_map_datatable_ui("id"), "list")
+})
+
diff --git a/apps/iatlas/app/tests/testthat/test-til_map_distributions_server.R b/apps/iatlas/app/tests/testthat/test-til_map_distributions_server.R
new file mode 100644
index 0000000000..3590416195
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-til_map_distributions_server.R
@@ -0,0 +1,71 @@
+test_that("til_map_distributions_server", {
+ shiny::testServer(
+ til_map_distributions_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj_small
+ ),
+ "mock_event_data" = shiny::reactive(data.frame(
+ "curveNumber" = c(0,0),
+ "pointNumber" = c(0,0),
+ "x" = "C4",
+ "y" = c(5.1, 2.1),
+ "key" = "TCGA"
+ ))
+ ),
+ {
+ session$setInputs("distplot-scale_method_choice" = "None")
+ session$setInputs("distplot-reorder_method_choice" = "None")
+ session$setInputs("distplot-feature_choice" = "Ball_Hall")
+ session$setInputs("distplot-plot_type_choice" = "Violin")
+
+
+ expect_type(feature_data(), "list")
+ expect_named(
+ feature_data(),
+ c("feature_name", "feature_display", "feature_class")
+ )
+
+ expect_type(sample_data_function(), "closure")
+
+ plot_data <- sample_data_function()(.feature = "Ball_Hall")
+ expect_type(plot_data, "list")
+ expect_named(
+ plot_data,
+ c(
+ "sample_name",
+ "group_name",
+ "feature_name",
+ "feature_display",
+ "feature_value",
+ "feature_order",
+ "dataset_name"
+ )
+ )
+ expect_equal(
+ unique(plot_data$feature_display),
+ "Ball Hall Index"
+ )
+
+ histogram_data <- result()$histogram_data
+ expect_type(histogram_data, "list")
+ expect_named(histogram_data, "feature_value")
+ expect_true(nrow(histogram_data) > 0)
+ distplot_data <- result()$distplot_data
+ expect_type(distplot_data, "list")
+ expect_named(
+ distplot_data,
+ c(
+ 'sample_name',
+ 'group_display',
+ 'group_color',
+ 'group_description',
+ 'feature_display',
+ 'feature_value',
+ 'dataset_display'
+ )
+ )
+ expect_true(nrow(distplot_data) > 0)
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-til_map_distributions_ui.R b/apps/iatlas/app/tests/testthat/test-til_map_distributions_ui.R
new file mode 100644
index 0000000000..10adfa7044
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-til_map_distributions_ui.R
@@ -0,0 +1,3 @@
+test_that("til_map_distributions_ui", {
+ expect_type(til_map_distributions_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-til_map_server.R b/apps/iatlas/app/tests/testthat/test-til_map_server.R
new file mode 100644
index 0000000000..76d8f7fca8
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-til_map_server.R
@@ -0,0 +1,16 @@
+test_that("til_map_server", {
+ shiny::testServer(
+ til_map_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj_small
+ )
+ ),
+ {
+ expect_true(shiny::is.reactive(show_submodule))
+ expect_type(show_submodule(), "closure")
+ expect_true(show_submodule()(cohort_obj()))
+ }
+ )
+})
+
diff --git a/apps/iatlas/app/tests/testthat/test-til_map_ui.R b/apps/iatlas/app/tests/testthat/test-til_map_ui.R
new file mode 100644
index 0000000000..f850899d0f
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-til_map_ui.R
@@ -0,0 +1,3 @@
+test_that("til_map_ui", {
+ expect_type(til_map_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-til_maps_functions.R b/apps/iatlas/app/tests/testthat/test-til_maps_functions.R
new file mode 100644
index 0000000000..6c52835f9e
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-til_maps_functions.R
@@ -0,0 +1,12 @@
+
+ # test_that("Build Tilmap Sample Tibble", {
+ # tbl1 <- dplyr::tibble(
+ # sample_id = 1:10000,
+ # group = "G1"
+ # )
+ # result1 <- build_tm_sample_tbl(tbl1)
+ # expect_named(
+ # result1,
+ # c("sample_id", "sample_name", "slide_barcode", "group")
+ # )
+ # })
diff --git a/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_cell_proportions_server.R b/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_cell_proportions_server.R
new file mode 100644
index 0000000000..3ca589faed
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_cell_proportions_server.R
@@ -0,0 +1,42 @@
+test_that("tumor_microenvironment_cell_proportions_server", {
+ shiny::testServer(
+ tumor_microenvironment_cell_proportions_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj_small
+ ),
+ "mock_event_data" = shiny::reactive(data.frame(
+ "curveNumber" = 1,
+ "pointNumber" = 2,
+ "x" = "C4",
+ "y" = 6.588,
+ "key" = "C4"
+ ))
+ ),
+ {
+ expect_type(sample_data_function(), "closure")
+ plot_data <- sample_data_function()(NULL)
+ expect_type(plot_data, "list")
+ expect_named(
+ plot_data,
+ c(
+ 'sample_name',
+ 'group_name',
+ 'feature_name',
+ 'feature_display',
+ 'feature_value'
+ )
+ )
+
+ scatterplot_data <- result()$scatterplot_data
+ expect_type(scatterplot_data, "list")
+ expect_named(scatterplot_data, c("x", "y", "text"))
+ barplot_data <- result()$barplot_data
+ expect_type(barplot_data, "list")
+ expect_named(
+ barplot_data,
+ c('group_display', 'feature_display', 'text', 'MEAN', 'SE')
+ )
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_cell_proportions_ui.R b/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_cell_proportions_ui.R
new file mode 100644
index 0000000000..a81f553b3f
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_cell_proportions_ui.R
@@ -0,0 +1,3 @@
+test_that("tumor_microenvironment_cell_proportions_ui", {
+ expect_type(tumor_microenvironment_cell_proportions_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_server.R b/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_server.R
new file mode 100644
index 0000000000..0d8ca29b3b
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_server.R
@@ -0,0 +1,19 @@
+test_that("tumor_microenvironment_server", {
+ shiny::testServer(
+ tumor_microenvironment_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::tcga_immune_subtype_cohort_obj_small
+ )
+ ),
+ {
+ expect_true(shiny::is.reactive(show_ocp_submodule))
+ expect_type(show_ocp_submodule(), "closure")
+ expect_true(show_ocp_submodule()(cohort_obj()))
+
+ expect_true(shiny::is.reactive(show_ctf_submodule))
+ expect_type(show_ctf_submodule(), "closure")
+ expect_true(show_ctf_submodule()(cohort_obj()))
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_type_fractions_server.R b/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_type_fractions_server.R
new file mode 100644
index 0000000000..201a1cccde
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_type_fractions_server.R
@@ -0,0 +1,48 @@
+
+test_that("tumor_microenvironment_type_fractions_server_pcawg", {
+ shiny::testServer(
+ tumor_microenvironment_type_fractions_server,
+ args = list(
+ "cohort_obj" = shiny::reactiveVal(
+ iatlas.modules2::pcawg_immune_subtype_cohort_obj
+ ),
+ "mock_event_data" = shiny::reactive(data.frame(
+ "curveNumber" = 1,
+ "pointNumber" = 2,
+ "x" = "C4",
+ "y" = 6.588,
+ "key" = "C4"
+ ))
+ ),
+ {
+ session$setInputs(
+ "barplot-feature_class_choice" =
+ "Immune Cell Proportion - Common Lymphoid and Myeloid Cell Derivative Class"
+ )
+
+ expect_type(sample_data_function(), "closure")
+ sample_data <- sample_data_function()("Immune Cell Proportion - Original")
+ expect_true(tibble::is_tibble(sample_data))
+ expect_named(
+ sample_data,
+ c(
+ "sample_name",
+ "group_name",
+ "feature_name",
+ "feature_display",
+ "feature_value"
+ )
+ )
+
+ scatterplot_data <- result()$scatterplot_data
+ expect_true(tibble::is_tibble(scatterplot_data))
+ expect_named(scatterplot_data, c("x", "y", "text"))
+ barplot_data <- result()$barplot_data
+ expect_true(tibble::is_tibble(barplot_data))
+ expect_named(
+ barplot_data,
+ c('group_display', 'feature_display', 'text', 'MEAN', 'SE')
+ )
+ }
+ )
+})
diff --git a/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_type_fractions_ui.R b/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_type_fractions_ui.R
new file mode 100644
index 0000000000..9a6f49b84b
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_type_fractions_ui.R
@@ -0,0 +1,3 @@
+test_that("tumor_microenvironment_type_fractions_ui", {
+ expect_type(tumor_microenvironment_cell_proportions_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_ui.R b/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_ui.R
new file mode 100644
index 0000000000..4101101591
--- /dev/null
+++ b/apps/iatlas/app/tests/testthat/test-tumor_microenvironment_ui.R
@@ -0,0 +1,3 @@
+test_that("tumor_microenvironment_ui", {
+ expect_type(tumor_microenvironment_ui("id"), "list")
+})
diff --git a/apps/iatlas/app/ui.R b/apps/iatlas/app/ui.R
new file mode 100644
index 0000000000..6d87a13e04
--- /dev/null
+++ b/apps/iatlas/app/ui.R
@@ -0,0 +1,77 @@
+################################################################################
+# Define general header tag list
+# List of tags to display as a common header above all tabPanels.
+################################################################################
+
+headerTagList <- list(
+ shiny::tags$style(
+ type = "text/css",
+ ".navbar .navbar-nav {float: right; font-size: 14px} .navbar .navbar-nav li a {font-size: 14px} .nav-tabs {font-size: 12px}"
+ ),
+ shiny::tags$base(target = "_blank")
+)
+
+footerTagList <- list(
+ shiny::tags$footer(
+ id = "myFooter",
+ shiny::includeHTML(get_html_path("footer"))
+ )
+)
+
+################################################################################
+# Define the full user-interface, `ui`
+################################################################################
+
+ui <- shiny::navbarPage(
+ shiny::includeCSS("css/custom.css"),
+ shiny::includeCSS("css/footer.css"),
+ shiny::includeCSS("css/bootstrapTable.min.css"),
+ title = shiny::strong("CRI iAtlas Portal"), selected = "Explore",
+ shiny::tabPanel("Explore", explorepage_ui()), #, icon = icon("chart-bar")),
+ shiny::tabPanel(shiny::HTML("Documentation"), docspage_ui()), #, icon = icon("file-alt")),
+ shiny::tabPanel(title=shiny::HTML(" Notebooks")), #, icon = icon("book-open")),
+ shiny::tabPanel(title=shiny::HTML("About")),
+ shiny::tabPanel(title=shiny::HTML("Resources")),
+ shiny::tabPanel(title=shiny::HTML("Help")),
+ header = headerTagList,
+ footer = footerTagList,
+ collapsible = TRUE,
+ inverse = TRUE,
+ windowTitle = "CRI iAtlas Portal",
+ # This make shiny::need messages easier to see
+ shiny::tags$head(shiny::tags$style(shiny::HTML(
+ ".shiny-output-error-validation {color: black; font-size: large}"
+ ))),
+ shiny::tags$head(
+ shiny::tags$script(
+ '
+ var dimension = [0, 0];
+ $(document).on("shiny:connected", function(e) {
+ dimension[0] = window.innerWidth;
+ dimension[1] = window.innerHeight;
+ Shiny.onInputChange("dimension", dimension);
+ });
+ $(window).resize(function(e) {
+ dimension[0] = window.innerWidth;
+ dimension[1] = window.innerHeight;
+ Shiny.onInputChange("dimension", dimension);
+ });
+ '
+ ),
+ HTML(
+ "
+
+
+
+ "
+ )
+ )
+)
+
+shiny::shinyUI(ui)
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