In the present study, we assessed the association between mutations in the most frequently mutated genes in ccRCC—VHL, PBRM1, SETD2, BAP1, MTOR, KDM5C and TP53—and CSS. Here, KDM5C is linked to nonpapillary renal cell carcinoma.