Conclusion: Kisspeptin, LH, and the LH:FSH ratio were higher in patients with PCOS compared to healthy controls. KISS1 polymorphism was found to have a significant impact on various metabolic and endocrine parameters. Here, PLOD1 is linked to polycystic ovary syndrome.