These results identify SENP1 as an important pathogenic factor in HIF2αhi/SENP1hi ccRCC and a potential biomarker and therapeutic target in ccRCC patients with particularly poor prognosis. Here, SENP1 is linked to nonpapillary renal cell carcinoma.