Kaplan–Meier analysis also showed that ccRCC patients with high ABCG1 expression was significantly associated with better OS than those patients with low ABCG1 expression (p = 0.0067, hazard ratio (HR) = 0.6621) (Figure 3). Here, ABCG1 is linked to nonpapillary renal cell carcinoma.