As in other studies, peak FSH and peak LH levels were significantly lower in overweight and obese patients with stage 2 and stage 3 ICPP, indicating that obesity leads to lower measurements of both peak FSH and peak LH in the GnRH test. The gene discussed is PLOD1; the disease is Obesity.