In summary, the mechanisms by which matrine, astragaloside, isobavachalcone, and quercetin induce apoptosis in prostate cancer cells are mainly the PERK and IRE1 pathways, with DU145 and PC-3 cells being the primary cell lines studied. The gene discussed is ERN1; the disease is prostate cancer.