As shown in Supplementary Figure 3A, the proportion of Macrophages M1, Tregs, CD8 T cells, Tfh cells, and activated memory CD4 T cells were increasing accompany with advanced tumor T stage; whereas resting memory CD4 T cells, resting dendritic cells, and resting NK cells were down-regulated. The gene discussed is CD8A; the disease is neoplasm.