Reduction in LH pulse amplitude (but not pulse frequency) has been observed in men with class III obesity (BMI >40 kg/m2), suggesting that extreme obesity may have a modest impact on the hypothalamic-pituitary-testicular (HPT) axis function (13). The gene discussed is PLOD1; the disease is Obesity.