Consistently, obtained with unsupervised hierarchical clustering based on the TGF-β signaling pathway, the two subtypes of CRC in the present study exhibited significant differences in survival outcomes and the expression, methylation modification, amplification, and deletion frequency of immune checkpoint-related genes. Here, TGFB1 is linked to colorectal carcinoma.