Furthermore, we identified the top 20 mutated DEGRGs in ccRCC with ranked percentages, and found increased somatic mutations in CDCA2, NLRC5, DOCK2, KIF21B, and MKI67 (Fig. 2G). This evidence concerns the gene NLRC5 and nonpapillary renal cell carcinoma.