In recent years, immune checkpoint inhibitors (ICIs), represented by PD-1/PD-L1 and CTLA-4 inhibitors, have revolutionized the field of HCC treatment and become the cornerstone of standard immunotherapy regimens, drastically altering the treatment landscape for advanced and unresectable HCC. This evidence concerns the gene CTLA4 and hepatocellular carcinoma.