Based on the single-cell analysis in human liver cancer, tumors with higher hypoxia levels show higher Treg infiltration and reduced expression of cytotoxicity-related genes in CD8+ T cells than in low-diversity hypoxia (116), implying that hypoxia might influence the immune ability for antitumor through to bring multiple cell types. Here, CD8A is linked to liver cancer.