Our IHC results revealed no significant expression differences between tumors and paracancers, which could suggest that BATF’s role in HCC is more related to immune regulation, particularly in T cell exhaustion rather than direct tumor cell activity. This evidence concerns the gene BATF and hepatocellular carcinoma.