The results revealed that MMP11+ mCAFs predominantly overlapped with FN1+ CAFs in breast cancer, COL11A1+ CAFs in colorectal cancer, and CTHRC1+ CAFs in lung adenocarcinoma. Here, FN1 is linked to breast carcinoma.