The profile of the principle immune cells showed that adaptive immune cells (such as native B cells, memory B cells, native and memory CD4+ cell, CD8+ T cells) accounted for a substantial part of the immune cells in ccRCC as well as pRCC (Figures 5A,B). This evidence concerns the gene CD4 and nonpapillary renal cell carcinoma.