Poly cystic ovary syndrome (PCOS) is a complex endocrine disorder characterized by hormonal imbalances and reproductive and metabolic disorders in women. In this narrative review article, the focus is on PCOS and its relationship with inflammation, hormonal imbalance, cardiovascular risks, and metabolic factors. To review and find related articles, relevant keywords were first determined based on the MeSH. The search continued in PubMed, Science Direct, ProQuest, and Google Scholar databases. A total of 178 articles were investigated through the primary search. Then, 41 relevant articles were reviewed to write this review article.The findings of this study were divided into six groups: Mediators and inflammatory pathways, metabolic factors, reproductive and hormonal aspects, cardiovascular and atherosclerotic risks, biomarkers and diagnostic measures, and intestinal microbiota in insulin resistance. These findings emphasize the role of inflammatory mediators, such as C-C chemokines (Chemokines with Cysteine at Both Ends), interleukin-6 (IL-6), and tumor necrosis factor-alpha (TNF-α) in the pathogenesis of PCOS. Evidence is presented about the high cardiovascular risks in PCOS and the positive correlation of intercellular adhesion molecule-1 (ICAM-1) as a diagnostic marker for PCOS.Next, the intestinal microbiota and its role in insulin resistance and ovarian dysfunction in PCOS were investigated. Finally, given the complex nature of PCOS, personalized approaches and further research are recommended for effective diagnosis and management of this syndrome. A deeper understanding of PCOS and its complexities is necessary to improve the diagnosis, management, and prevention of associated risks.