As shown in Figures 2 and 4, the proportions of CD8 T cells, macrophages M0, macrophages M2 were elevated in RCC, while B cell naïve, resting dendritic cells and resting memory CD4 T cells were declined. The gene discussed is CD8A; the disease is renal cell carcinoma.