MSX2 and colorectal carcinoma: Through the constructed PPI network, the interaction between MC1R and the above-associated genes was more clearly demonstrated, where MC1R may interact directly with MLH1, MSH2, MSX2, GCG, and AZGP1 and thus participate in the development of CRC (Figure 7E).