PLOD1 and Insulin resistance: An increased luteinizing hormone (LH) or LH/FSH ratio and an increased testosterone level are associated with in insulin resistance in women with PCOS.[16] Diminished ovarian function from menopausal transition to menopause leads to change in sex steroid hormones and deleterious metabolic parameters.