Besides, the receiver operating characteristic (ROC) curve analysis showed a high diagnostic value of SPTBN1 for ccRCC (AUC:0.692; 95% CI = 0.644–0.741; Fig. 1I). The gene discussed is SPTBN1; the disease is nonpapillary renal cell carcinoma.