PLOD1 and hypogonadotropic hypogonadism: Patients with hypogonadism are classified into primary hypogonadism (Leydig cell dysfunction, characterized by low testosterone and increased luteinizing hormone (LH)) and secondary hypogonadism (hypothalamic-pituitary failure, characterized by low testosterone and low or normal LH).