Notably, our analysis shows that the increases in COL10A1 expression, COL10A1+ fibroblast (COL10A1+Fib) infiltration, T-cell-exhaustion markers, M2 signatures, and M2-macrophage scores are most pronounced in the CMS4 molecular subtype of CRC. Here, COL10A1 is linked to colorectal carcinoma.