Notably, compared with the expression of the other immune checkpoint molecules PD-1, TIGIT, and CTLA-4, the expression of TXNIP was more strongly positively correlated with the expression of PD-L1 in HCC tissues (Figure 5E). Here, PDCD1 is linked to hepatocellular carcinoma.