In the present study, a model was established using Cox and LASSO regression to identify four key MRGs related to the prognosis of patients with COAD, including PPARGC1A, SLC6A1, EPHB2 and PPP1R17. This evidence concerns the gene SLC6A1 and colon adenocarcinoma.