Transcriptomic analysis of HCC tissue indicates significantly elevated expression of genes encoding for inhibitory checkpoint molecules, including CTLA4, HAVCR2, LAG3, PDCD1, PDCD1LG2, TIGIT, and SIGLEC15, irrespective of patient pTNM stages [58]. Here, PDCD1LG2 is linked to hepatocellular carcinoma.