EIF4EBP1 was significantly correlated with ccRCC age (p = 0.027), grade (p = 0.001), stage (p = 1.519e − 05), T stage (p = 2.761e − 04), M stage (p = 3.433e − 04), and N stage (p = 0.017). This evidence concerns the gene EIF4EBP1 and nonpapillary renal cell carcinoma.