The major known ccRCC driver genes were mutated at close to reported frequencies17–19,21,23–25: VHL (80.2%), PBRM1 (49.9%), SETD2 (17.7%) and BAP1 (11.8%). Here, VHL is linked to nonpapillary renal cell carcinoma.