Low estradiol levels in the presence of low-normal gonadotropins, low T4 in the presence of low-normal TSH, low PRL levels indicate central hypogonadism, central hypothyroidism and PRL deficiency respectively. The gene discussed is PRL; the disease is hypogonadotropic hypogonadism.