A six-gene-based prognostic classifier consisting of DEPTOR, DPEP1, NAT8, PLOD2, SLC7A5, and SUSD2 was developed and showed satisfactory performance in predicting the survival of patients with ccRCC. This evidence concerns the gene DPEP1 and nonpapillary renal cell carcinoma.