PLOD1 and Insulin resistance: Hyperinsulinemia caused by insulin resistance acts on gonadotropins together with luteinizing hormone (LH) increases androgen production in follicular membrane cells and reduces the production of sex hormone binding globulin in the liver, leading to the body's production of a hyperandrogen state (53, 54).