CD4+ T cells from ICI treated animals showed an increase in IFN-γ and GZMB expression and a non-significant trend towards increased PD-1 expression when co-cultured with ccRCC cells (Fig. 3c). This evidence concerns the gene PDCD1 and nonpapillary renal cell carcinoma.