Pan‐cancer analysis further revealed that MMP11+ mCAFs are prevalent across multiple cancers, including breast cancer, lung adenocarcinoma, gastric cancer, and colorectal cancer, all correlated with poor prognosis. This evidence concerns the gene MMP11 and breast cancer.