Also the inner relationship of these TIICs of ccRCC based on the TCGA database was exhibited in the matrix, showing that CD8 T cells was positively correlated with T cells follicular helper, while negatively correlated with M2 macrophages and CD4 T cells memory resting (Figure 10B). This evidence concerns the gene CD4 and nonpapillary renal cell carcinoma.