IL1RL1+ T cells and LAG3+ T cells may play different roles in early or locally progressive HCC, whereas in advanced stages or extensive metastases, their roles may become less significant due to changes in the tumor microenvironment. Here, IL1RL1 is linked to hepatocellular carcinoma.