diff --git a/packages/engine-render/src/components/sheets/sheet.render-skeleton.ts b/packages/engine-render/src/components/sheets/sheet.render-skeleton.ts
index 31b22b7642..3682102eca 100644
--- a/packages/engine-render/src/components/sheets/sheet.render-skeleton.ts
+++ b/packages/engine-render/src/components/sheets/sheet.render-skeleton.ts
@@ -1458,7 +1458,7 @@ export class SpreadsheetSkeleton extends SheetSkeleton {
 
         const cell = this.worksheet.getCell(row, col) || this.worksheet.getCellRaw(row, col);
         const style = this.worksheet.getComposedCellStyleByCellData(row, col, cell);
-        if (!cell && !style) return;
+        if (!cell && Object.keys(style).length === 0) return;
 
         this._setBgStylesCache(row, col, style, options);
         this._setBorderStylesCache(row, col, style, options);