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). The gene discussed is PPP1R18; the disease is nonpapillary renal cell carcinoma.