GPAT3 and nonpapillary renal cell carcinoma: Subsequently, the expression of eight hub genes including AGPAT9, AQP7, HMGCS2, KLF15, MLXIPL, and PPARGC1A were enrolled in multivariate analysis for overall survival in ccRCC.