In addition to insulin, the anti-mullerian hormone (AMH), which is typically elevated in PCOS, also stimulates gonadotropin hormone-releasing hormone (GnRH) neurons, potentially promoting hyperandrogenism. The gene discussed is INS; the disease is polycystic ovary syndrome.