The CD8-Tef-APOC2 subpopulation, which was heavily infiltrated in the TME of the cancer-cell-dominant group, was characterized by the upregulation of the exogenous lipid metabolism and immunosuppressive pathways. Here, APOC2 is linked to cancer.