As opposed to low testosterone levels in male-obesity-induced hypogonadism, females with obesity may have increased androgen production regardless of the presence of PCOS, which further reduces LH levels and predisposes them to metabolic dysfunction [60]. The gene discussed is PLOD1; the disease is obesity due to melanocortin 4 receptor deficiency.