By combining the clinicopathological data of ccRCC patients in GSE73731, analysis results also showed that ZNF582 expression in G3/G4 ccRCC is lower than that of G1/G2 ccRCC (Fig. S1D). This evidence concerns the gene ZNF582 and nonpapillary renal cell carcinoma.