Any process of the body’s neural or endocrine systems affected by diabetes can result in changes in semen quality (11, 14, 15): 1) Hyperglycemic exposure leads to changes in the hypothalamic GnRH pulse release, affecting LH and FSH production. The gene discussed is PLOD1; the disease is diabetes mellitus.