Overall, the results showed that the risk score (Risk Score) calculated using the evaluation model constructed by CTSD, ULK3, CDKN2A, NRG1, ATG4B, ULK1, DAPK1, and SERPINA1 could better predict the prognosis of colon cancer patients. This evidence concerns the gene ATG4B and colonic neoplasm.