In this study, we constructed a prognostic model for ccRCC patients based on immune-related genes (ICRGs: EGFR, TRIB3, ZAP70, CD4) using transcriptomic data from the TCGA and other databases. Here, CD4 is linked to nonpapillary renal cell carcinoma.