Second, we specifically analyzed frequently mutated ccRCC-related genes including VHL, PBRM1 and BAP1. There were no differences in VHL, PBRM1 and BAP1 mutations between two groups in either female, male, or all patients (Fig. 3G–I). The gene discussed is VHL; the disease is nonpapillary renal cell carcinoma.