PLOD1 and polycystic ovary syndrome: The pathophysiology of PCOS involves elevated levels of gonadotropin-releasing hormone (GnRH), which disrupt the normal LH/FSH ratio, potentially causing early luteinization of granulosa cells and impairing follicular development (5).