According to the above results, we can construct a prognostic model for CCRCC based on the immune infiltration characteristics, and the expression of GNG7 and the characteristics of related TIICs can serve as the prognostic biomarkers and immunotherapeutic targets for CCRCC. The gene discussed is GNG7; the disease is nonpapillary renal cell carcinoma.