PLOD1 and polycystic ovary syndrome: Hormones such as insulin, growth hormone, ghrelin, LEAP-2, gonadotropin-releasing hormone (GnRH), the luteinizing hormone/follicle-stimulating hormone (LH/FSH) ratio, androgens, and estrogens are all found to be abnormal in women with PCOS.