Acute hyperprolactinemia suppresses testosterone synthesis and male fertility by inhibiting the secretion of GnRH [26], while a moderate increase in circulating prolactin has been shown to suppress both LH and FSH but not testosterone [21]. The gene discussed is PLOD1; the disease is hyperprolactinemia.