First, a correlation analysis demonstrated that gankyrin expression was positively correlated with STAT3 expression or CCL24 expression in ccRCC specimens (Fig. 7a; Supplementary Fig. S7a). Here, PSMD10 is linked to nonpapillary renal cell carcinoma.