further confirmed that the high expression of PD-1 in ICC tissue is associated with better OS (34), possibly due to PD-L1 inhibiting macrophage activity and survival rate, while PD-L1 antibodies can enhance the ability of macrophages to secrete inflammatory cytokines while promoting T cell proliferation and activation (35). The gene discussed is CD274; the disease is intrahepatic cholangiocarcinoma.