RUFY4 expression levels were consistently correlated with ccRCC clinical stage (Fig. 4L), histopathological grade (Fig. 4M), T stage (Fig. 4N), M stage (Fig. 4O), N stage (Fig. 4P). This evidence concerns the gene RUFY4 and nonpapillary renal cell carcinoma.