Evidence suggested that increase in GnRH pulse frequency and amplitude from hypothalamus stimulates LH synthesis over FSH, which results in elevated LH/FSH ratio in PCOS women. The gene discussed is GNRH1; the disease is polycystic ovary syndrome.