Previous study has shown that macrophages were the predominant PD-L1+ population of immune cells in the HCC microenvironment (23), however the subtype of immune cells expressing PD-L2 in HCC remains unknown. The gene discussed is PDCD1LG2; the disease is hepatocellular carcinoma.