Conclusions: The present study indicated that high expression of WDR72 may indicate a good prognosis of patients treated with Nivolumab and WDR72 expression combined with PBRM1 mutation could be more persuasive to predict the response for ICT in ccRCC patients. This evidence concerns the gene PBRM1 and nonpapillary renal cell carcinoma.