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JonasBeal committed Nov 16, 2018
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# Instantiation of patient-specific logical models
# Personalization of patient-specific logical models (PROFILE)

This is a repository of data, code and analyses related to the paper "Instantiation of Patient-Specific Logical Models With Multi-Omics Data Allows Clinical Stratification of Patients".
This is a repository of data, code and analyses related to the paper "Personalization of Logical Models With Multi-Omics Data Allows Clinical Stratification of Patients".
The paper can accessed here: TBA.

This repository can be cited with its own DOI: [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.1186270.svg)](https://doi.org/10.5281/zenodo.1186270)
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- R
- MaBoSS requires: flex, bison, gcc and g++

## Patient-specific instantiation pipeline
## Patient-specific personalization pipeline

In the present pipeline, two different datasets may be used (METABRIC or TCGA) and processed for further simulations with two different logical models, either a generic one (*Fumia* model, see [paper](http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0069008)) or a breast-specific one (*Zanudo* model, see [paper](https://cancerconvergence.springeropen.com/articles/10.1186/s41236-017-0007-6)).

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### Simulation of patient-specific models with MaBoSS

Patient-specific profiles are used to instantiate patient-specific models through different methods based on node activity status, initial conditions or transition rates. Simulations are performed by *MaBoSS* software.
Patient-specific profiles are used to personalise patient-specific models through different methods based on node activity status, initial conditions or transition rates. Simulations are performed by *MaBoSS* software.

However, model instantiation requires to modify *MaBoSS* model files. The whole simulation process is packed in *python* script. Please note that depending on your operating system, you should choose different versions of that script (either **MaBoSS_specific_Mac** or **MaBoSS_specific_Linux**)
However, model personalisation requires to modify *MaBoSS* model files. The whole simulation process is packed in *python* script. Please note that depending on your operating system, you should choose different versions of that script (either **MaBoSS_specific_Mac** or **MaBoSS_specific_Linux**)

A minimal example of simulations can be found in the following *shell* script. This is an example of simulations using mutations and CNA information of METABRIC cohort as node activity status. Only values for model output nodes (dead-end nodes regulated by inhibitors/activators but not regulating any other node) are saved.

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## Authors

Scripts were mostly designed by Jonas Béal (jonas dot beal at curie dot fr).
See a complete list of authors in the corresponding paper



See a complete list of authors in the corresponding paper.

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