diff --git a/packages/sheets/src/commands/commands/insert-range-move-down.command.ts b/packages/sheets/src/commands/commands/insert-range-move-down.command.ts
index 7413bcd171b..eca3e8081a3 100644
--- a/packages/sheets/src/commands/commands/insert-range-move-down.command.ts
+++ b/packages/sheets/src/commands/commands/insert-range-move-down.command.ts
@@ -15,6 +15,12 @@
  */
 
 import type { IAccessor, ICellData, ICommand, IMutationInfo, IObjectMatrixPrimitiveType, IRange } from '@univerjs/core';
+import type {
+    IInsertRangeMutationParams,
+    IInsertRowMutationParams,
+    IRemoveRowsMutationParams,
+} from '../../basics/interfaces/mutation-interface';
+
 import {
     BooleanNumber,
     CommandType,
@@ -27,18 +33,12 @@ import {
     Range,
     sequenceExecute,
 } from '@univerjs/core';
-
-import type {
-    IInsertRangeMutationParams,
-    IInsertRowMutationParams,
-    IRemoveRowsMutationParams,
-} from '../../basics/interfaces/mutation-interface';
 import { SheetsSelectionsService } from '../../services/selections/selection-manager.service';
 import { SheetInterceptorService } from '../../services/sheet-interceptor/sheet-interceptor.service';
 import { InsertRowMutation, InsertRowMutationUndoFactory } from '../mutations/insert-row-col.mutation';
 import { RemoveRowMutation } from '../mutations/remove-row-col.mutation';
 import { getInsertRangeMutations } from '../utils/handle-range-mutation';
-import { followSelectionOperation } from './utils/selection-utils';
+import { copyStylesIgnoreBorder, followSelectionOperation } from './utils/selection-utils';
 import { getSheetCommandTarget } from './utils/target-util';
 
 export interface InsertRangeMoveDownCommandParams {
@@ -123,13 +123,14 @@ export const InsertRangeMoveDownCommand: ICommand = {
         // to keep style.
         const cellValue: IObjectMatrixPrimitiveType<ICellData> = {};
         Range.foreach(range, (row, col) => {
-            const cell = worksheet.getCell(row, col);
+            let cell = worksheet.getCell(row, col);
             if (!cell) {
                 return;
             }
             if (!cellValue[row]) {
                 cellValue[row] = {};
             }
+            cell = copyStylesIgnoreBorder(cell, worksheet);
             cellValue[row][col] = { s: cell.s };
         });
         const insertRangeMutationParams: IInsertRangeMutationParams = {
diff --git a/packages/sheets/src/commands/commands/insert-range-move-right.command.ts b/packages/sheets/src/commands/commands/insert-range-move-right.command.ts
index f966dba16b9..c75017ecb86 100644
--- a/packages/sheets/src/commands/commands/insert-range-move-right.command.ts
+++ b/packages/sheets/src/commands/commands/insert-range-move-right.command.ts
@@ -14,6 +14,13 @@
  * limitations under the License.
  */
 
+import type { IAccessor, ICellData, ICommand, IMutationInfo, IObjectMatrixPrimitiveType, IRange } from '@univerjs/core';
+import type {
+    IInsertColMutationParams,
+    IInsertRangeMutationParams,
+    IRemoveColMutationParams,
+} from '../../basics/interfaces/mutation-interface';
+
 import {
     BooleanNumber,
     CommandType,
@@ -26,20 +33,13 @@ import {
     Range,
     sequenceExecute,
 } from '@univerjs/core';
-import type { IAccessor, ICellData, ICommand, IMutationInfo, IObjectMatrixPrimitiveType, IRange } from '@univerjs/core';
-
 import { SheetsSelectionsService } from '../../services/selections/selection-manager.service';
 import { SheetInterceptorService } from '../../services/sheet-interceptor/sheet-interceptor.service';
 import { InsertColMutation, InsertColMutationUndoFactory } from '../mutations/insert-row-col.mutation';
 import { RemoveColMutation } from '../mutations/remove-row-col.mutation';
 import { getInsertRangeMutations } from '../utils/handle-range-mutation';
-import { followSelectionOperation } from './utils/selection-utils';
+import { copyStylesIgnoreBorder, followSelectionOperation } from './utils/selection-utils';
 import { getSheetCommandTarget } from './utils/target-util';
-import type {
-    IInsertColMutationParams,
-    IInsertRangeMutationParams,
-    IRemoveColMutationParams,
-} from '../../basics/interfaces/mutation-interface';
 
 export interface InsertRangeMoveRightCommandParams {
     range: IRange;
@@ -124,13 +124,14 @@ export const InsertRangeMoveRightCommand: ICommand = {
         // to keep style.
         const cellValue: IObjectMatrixPrimitiveType<ICellData> = {};
         Range.foreach(range, (row, col) => {
-            const cell = worksheet.getCell(row, col);
+            let cell = worksheet.getCell(row, col);
             if (!cell || !cell.s) {
                 return;
             }
             if (!cellValue[row]) {
                 cellValue[row] = {};
             }
+            cell = copyStylesIgnoreBorder(cell, worksheet);
             cellValue[row][col] = { s: cell.s };
         });
         const insertRangeMutationParams: IInsertRangeMutationParams = {
diff --git a/packages/sheets/src/commands/commands/insert-row-col.command.ts b/packages/sheets/src/commands/commands/insert-row-col.command.ts
index 8e515d14c78..d544afc2227 100644
--- a/packages/sheets/src/commands/commands/insert-row-col.command.ts
+++ b/packages/sheets/src/commands/commands/insert-row-col.command.ts
@@ -42,7 +42,7 @@ import {
 } from '../mutations/insert-row-col.mutation';
 import { RemoveColMutation, RemoveRowMutation } from '../mutations/remove-row-col.mutation';
 import { SetRangeValuesMutation } from '../mutations/set-range-values.mutation';
-import { copyRangeStyles, followSelectionOperation } from './utils/selection-utils';
+import { copyRangeStyles, copyRangeStylesWithoutBorder, followSelectionOperation } from './utils/selection-utils';
 import { getSheetCommandTarget } from './utils/target-util';
 
 export interface IInsertRowCommandParams {
@@ -229,7 +229,7 @@ export const InsertRowAfterCommand: ICommand = {
                 rangeType: RANGE_TYPE.ROW,
             },
             // copy styles from the row below
-            cellValue: copyRangeStyles(worksheet, startRow, endRow, startColumn, endColumn, true, range.endRow),
+            cellValue: copyRangeStylesWithoutBorder(worksheet, startRow, endRow, startColumn, endColumn, true, range.endRow),
         };
 
         return accessor.get(ICommandService).executeCommand(InsertRowCommand.id, insertRowParams);
@@ -409,7 +409,7 @@ export const InsertColAfterCommand: ICommand = {
                 endRow,
             },
             // copy styles from the column after
-            cellValue: copyRangeStyles(worksheet, startRow, endRow, startColumn, endColumn, false, range.endColumn),
+            cellValue: copyRangeStylesWithoutBorder(worksheet, startRow, endRow, startColumn, endColumn, false, range.endColumn),
         };
 
         return accessor.get(ICommandService).executeCommand(InsertColCommand.id, insertColParams);
diff --git a/packages/sheets/src/commands/commands/utils/selection-utils.ts b/packages/sheets/src/commands/commands/utils/selection-utils.ts
index 073a7e60c2a..28e154f55c5 100644
--- a/packages/sheets/src/commands/commands/utils/selection-utils.ts
+++ b/packages/sheets/src/commands/commands/utils/selection-utils.ts
@@ -243,7 +243,6 @@ export function createRangeIteratorWithSkipFilteredRows(sheet: Worksheet) {
  * @param endColumn
  * @param isRow
  * @param styleRowOrColumn
- * @returns
  */
 export function copyRangeStyles(
     worksheet: Worksheet,
@@ -264,21 +263,51 @@ export function copyRangeStyles(
             if (!cellValue[row]) {
                 cellValue[row] = {};
             }
-
-            // univer-pro/issues/3016  insert row/column should not reuse border style
-            if (typeof cell.s === 'string') {
-                const styleData = worksheet.getStyleDataByHash(cell.s);
-                if (styleData) {
-                    delete styleData.bd;
-                    cell.s = worksheet.setStyleData(styleData);
-                }
-            } else {
-                const styleData = { ...cell.s };
-                delete styleData.bd;
-                cell.s = worksheet.setStyleData(styleData);
-            }
             cellValue[row][column] = { s: cell.s };
         }
     }
     return cellValue;
 }
+
+export function copyRangeStylesWithoutBorder(
+    worksheet: Worksheet,
+    startRow: number,
+    endRow: number,
+    startColumn: number,
+    endColumn: number,
+    isRow: boolean,
+    styleRowOrColumn: number
+): IObjectMatrixPrimitiveType<ICellData> {
+    const cellDataMatrix: IObjectMatrixPrimitiveType<ICellData> = {};
+    for (let row = startRow; row <= endRow; row++) {
+        for (let column = startColumn; column <= endColumn; column++) {
+            let cell = isRow ? worksheet.getCell(styleRowOrColumn, column) : worksheet.getCell(row, styleRowOrColumn);
+            if (!cell || !cell.s) {
+                continue;
+            }
+            if (!cellDataMatrix[row]) {
+                cellDataMatrix[row] = {};
+            }
+
+            // univer-pro/issues/3016  insert row/column should not reuse border style
+            cell = copyStylesIgnoreBorder(cell, worksheet);
+            cellDataMatrix[row][column] = { s: cell.s };
+        }
+    }
+    return cellDataMatrix;
+}
+
+export function copyStylesIgnoreBorder(cell: ICellData, worksheet: Worksheet) {
+    if (typeof cell.s === 'string') {
+        const styleData = worksheet.getStyleDataByHash(cell.s);
+        if (styleData) {
+            delete styleData.bd;
+            cell.s = worksheet.setStyleData(styleData);
+        }
+    } else {
+        const styleData = { ...cell.s };
+        delete styleData.bd;
+        cell.s = worksheet.setStyleData(styleData);
+    }
+    return cell;
+}