Investigation using Kaplan-Meier survival analysis revealed a significant association between the concurrent downregulation of UBB and upregulation of VEGFA expression in ccRCC patients and poorer overall survival outcomes (Type 3) (Fig. 6A). Here, VEGFA is linked to nonpapillary renal cell carcinoma.