Golgi apparatus protein 1 was found to transport PD-L1 protein and upregulate PD-L1 expression in macrophages in hepatocellular carcinoma (HCC), thus affecting the response of liver cancer to anti-PD-L1 therapy. Here, GLG1 is linked to hepatocellular carcinoma.