Moreover, the levels of PD-L1 showed much stronger positive correlation with the numbers of CD8+ T cells than LAG-3+ cells in current study, and previous research has suggested that PD-L1 can be induced by IFN-γ secreted by CD8+T cells in HCC [48]. This evidence concerns the gene CD274 and hepatocellular carcinoma.