Among these 16 genes, just ALOX5, CYP2J2, ACOT11 and PLCL1 had statistical differences in ccRCC tissue compared with normal tissue, the survival times of those genes had statistical significance as well (Fig. S4A, S4B). This evidence concerns the gene ALOX5 and nonpapillary renal cell carcinoma.