We subsequently compared the prognostic accuracy of gankyrin and STAT3 or CCL24 with that of established indicators, namely, the TNM stage and SSIGN score, in predicting the prognosis of ccRCC patients. Here, PSMD10 is linked to nonpapillary renal cell carcinoma.