For example, the GSE10141 dataset included more HCC patients with high alcohol consumption than the GSE14520 dataset, and our model showed that they had better immunotherapy outcomes for PD-1 and CTLA-4 in the GSE10141 dataset. Here, CTLA4 is linked to hepatocellular carcinoma.