Furthermore, other genes associated with MC1R in the PPI, such as MMP7, CLCA4, MS4A12, KRT23, and NFE2L3, have been shown to play a vital role in the progression of CRC [45,46,47,48,49]. This evidence concerns the gene CLCA4 and colorectal carcinoma.