PLOD1 and Hyperinsulinemia: Interestingly, IR and hyperinsulinemia, which are prominent PCOS features, stimulate LH secretion from the pituitary gland (thus increasing the LH/FSH ratio) and increase androgen production in ovarian follicular cells [36].