In addition, survival analysis using the Kaplan–Meier plotter database validated that CFB and PPP1R18 were significantly associated with poor OS in patients with ccRCC, whereas TOM1L1 was significantly correlated with favorable OS (Supplementary Figure S7I–K). This evidence concerns the gene CFB and nonpapillary renal cell carcinoma.