Importantly, Kaplan‒Meier survival analysis revealed that ccRCC patients with high SIRT6 expression had significantly poorer overall survival than did patients with low SIRT6 expression (Supplementary Fig. 6f). This evidence concerns the gene SIRT6 and nonpapillary renal cell carcinoma.