HCC tissues exhibited a significantly higher LAG-3/CD8 ratio compared with that in the adjacent normal liver tissues (Fig. 3j).These results indicated that the immunosuppressive molecules are expressed not only in the tumor but also in adjacent normal tissues of HCC patients with different expression patterns. Here, LAG3 is linked to hepatocellular carcinoma.