Background: Psoralea corylifolia (PC) seed extract (PCE) has been extensively utilized as an herbal drug due to its favorable effects on human health. It’s extracts and active components have demonstrated a variety of biological actions including estrogenic, anticancer, antioxidant, anti-bacterial, anti-depressant, anti-inflammatory and anti-ageing properties. Purpose: A study of this medicinal herb has major constituents extracted using different plant parts has been depicted and among them, Bakuchiol has the highest ethyl acetate extract content. Methods: The mechanism behind PCE’s anti-lipotoxic activity against palmitate (PA)-induced lipotoxicity in PC12 cells was examined. Results: CE therapy not only raised the quantities of mRNA for antioxidant genes such as heme-oxygenase and nuclear factor (erythroid-derived 2)-like 2 but also lowered the production of reactive oxygen species caused by PA. Conclusion: Prenylflavonoids play a unique role in the treatment of Alzheimer’s disease (AD) and can be used as a nootropic agent. This article comprehensively enumerated the literature on the anti-apoptotic effects of PC and its potential pathogenesis in AD.