We found that HRG, FABP1, ALDOB, PCK1, HAO2, CASR, PLG and HMGCS2 were down‐regulated in ccRCC in comparison with normal kidney tissues (Fig. 4A), and these eight genes were exposed to poor survival rate (Fig. 4B). This evidence concerns the gene CASR and nonpapillary renal cell carcinoma.