Cancer-associated fibroblasts (CAF) expressed well-known markers including FAP, COL1A1, COL10A1, MMP11, and CTHRC120,21, and other genes such as INHBA, SLC12A8, F2R, and COL12A1 in various organs (Fig. 2A, B). This evidence concerns the gene COL12A1 and cancer.