In this study, LASSO COX analysis was applied to establish a prognostic risk score model for COAD based on immune-related genes, and two prognostic signatures (IRF4, TNFRSF17) were obtained. The gene discussed is TNFRSF17; the disease is colon adenocarcinoma.