The correlation between abundance ratios of the four immune cells and clinical characteristics reveals that CD8 + T cells, Plasma cells, and resting CD4 + T memory cells decreased with the increase of stage T, clinical stage, and tumor grade, while M2 Macrophages is the opposite (Supplementary Fig. 1). Here, CD8A is linked to neoplasm.