By performing bioinformatic screening tuned to ccRCC-specific phenotypes of high glycogen and lipid contents, we identified GPX8 as a clinically relevant regulator of ccRCC phenotype and growth. The gene discussed is GPX8; the disease is nonpapillary renal cell carcinoma.