In summary, the mechanisms by which cytisine, gecko polypeptide mixture, muscone, and others induce apoptosis in liver cancer cells are mainly the PERK, IRE1, and ATF6 pathways, and HepG2 cells are the primary cell line that has been studied. The gene discussed is EIF2AK3; the disease is liver cancer.