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. The gene discussed is SERPINA1; the disease is malignant colon neoplasm.