After establishing the differential expression of HK3, Kaplan-Meier (KM) survival analysis revealed significant correlation between elevated HK3 expression and shorter overall survival (OS) in a cohort of 539 ccRCC patients from TCGA (p < 0.001) (Fig. 1G). This evidence concerns the gene HK3 and nonpapillary renal cell carcinoma.