VHL, PBRM1, TTN, SETD2 and BAP1 are the most frequently mutated genes in ccRCC (49, 55) and the mutation of VHL, TTN, SETD2 and BAP1 in the high-risk group was higher. This evidence concerns the gene SETD2 and nonpapillary renal cell carcinoma.