Our analyses indicated that age (P = 0.010), M stage (P < 0.001), and ABCG1 (P < 0.001) were established as independent prognostic factors for OS in ccRCC patients (Figure 3N, O). The gene discussed is ABCG1; the disease is nonpapillary renal cell carcinoma.