In our study, a new mechanism has been clarified that HIF2α in ccRCC affects oxidative stress through transcriptional regulation of NUDT1, thereby affecting the progress of ccRCC. This evidence concerns the gene EPAS1 and nonpapillary renal cell carcinoma.