In this study, endothelial cells, Tregs and mast cells were abundant in COAD patients with high risk, indicating tumor-infiltration of these immune cells contributed to COAD development, whereas B cells, CD8 T cells, cytotoxic lymphocytes and NK cells eliminated tumor cells. Here, CD8A is linked to neoplasm.