CALD1 was upregulated specifically in the CMS4 CRC subtype and was significantly correlated with angiogenesis and TGF-β signaling gene sets ssGSEA enrichment scores as well as immune and stromal ESTIMATE scores. Here, TGFB1 is linked to colorectal carcinoma.