In addition, we proved that FAM49B expression was positively correlated with immune checkpoints (CTLA4, LAG3, TIGIT, PDCD1, and CD274), MHC genes, immunosuppressive genes, immune activated genes, chemokines, and chemokine receptors in most tumors including HCC. Here, PDCD1 is linked to hepatocellular carcinoma.