Previously, it is reported that increasing frequency of TAMs correlate with early tumor recurrence in patients with HCC (117, 118) and that macrophage-mediated phagocytosis of tumor cells is inhibited via PD-1/PD-L1 (119). This evidence concerns the gene CD274 and hepatocellular carcinoma.