PLOD1 and hypogonadotropic hypogonadism: The patients who are treated with radiation doses >30 to 40 Gy to the hypothalamic-pituitary axis are at risk for deficits of LH and FSH called hypogonadotropic hypogonadism (low Serum FSH and LH levels) (30).