Female-specific survival differences were found in BAP1 and NCOR1P1. Male-specific survival differences were found in ASXL3 and KDM5C. These results suggest that biological sex should be considered an important predictor in ccRCC. The gene discussed is KDM5C; the disease is nonpapillary renal cell carcinoma.