By leveraging bioinformatics techniques, we identified key genes implicated in CRC development, including IGF2, SOCS1, MLH1, and CACNA1G, which exhibited significant downregulation in CRC tissue samples compared to SSAP and normal tissues. Here, IGF2 is linked to colorectal carcinoma.