<b>Objective:</b> In this study, Dehydroepiandrosterone (DHEA-induced Polycystic Ovary Syndrome (PCOS) mice were used as models to evaluate the improvement effect of Vitexin (Vit) on ovarian fibrosis and explore the mechanism of action of the NR4A1/NLRP3 signaling pathway. This evidence concerns the gene NLRP3 and polycystic ovary syndrome.