In this study, we constructed an ERSGRS composed of RCN3, CASP4, SCAMP5, CHAC1, TRIB3, TNFRSF10B, DDX11, PDIA2, and PLA2G6 by LASSP to predict the prognosis of ccRCC patients. This evidence concerns the gene CHAC1 and nonpapillary renal cell carcinoma.