Previous analyses have shown that DLD, ALDH6A1, and SLC25A4 genes have a prominent impact on the survival and prognosis of patients with ccRCC in univariate analysis (Figure 3€). Here, SLC25A4 is linked to nonpapillary renal cell carcinoma.