PLOD1 and polycystic ovary syndrome: PCOS is associated with interference in reproductive hormones like luteinizing hormone (LH), follicle-stimulating hormone (FSH), estrogen, and testosterone which result in menstrual cycle irregularities like oligomenorrhea or amenorrhea.