Recent advances in immunotherapy, mainly immune checkpoint inhibitors (ICIs) targeting programmed death-ligand 1 and programmed cell death protein 1 and cytotoxic T-lymphocyte-associated protein 4, have revolutionized HCC treatment, though response rates remain limited. The gene discussed is PDCD1; the disease is hepatocellular carcinoma.