Thus, in this research, we took advantage of bioinformatics resources and methods combined with molecular biology to identify and verify that IL20RB was an effective prognostic predictor involved in TMB and ICI in ccRCC. Here, IL20RB is linked to nonpapillary renal cell carcinoma.