Previous studies have suggested that CD8+ TILs can possibly display an exhausted phenotype in ccRCC patients due to the expression of T cell exhaustion markers, such as PD-1, CTLA-4, LAG3, and TNFRSF9 41, 42. Here, CTLA4 is linked to nonpapillary renal cell carcinoma.