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. Here, NAT8 is linked to nonpapillary renal cell carcinoma.