To further explore the regulatory mechanisms of HIF-2α in ccRCC, we analyzed the HIF-2α knockout (KO-HIF-2α) dataset (GSE153711) from the GEO database. Here, EPAS1 is linked to nonpapillary renal cell carcinoma.