EMPA had a beneficial effect on the hormonal status because it improved the endocrine function and insulin resistance, thereby significantly reducing the testosterone levels and inducing improvements in the estradiol, progesterone, LH, and FSH levels. The gene discussed is PLOD1; the disease is Insulin resistance.