Follicular-Phase GnRH Agonist Protocol Is Another Choice for Polycystic Ovary Syndrome Patients With Lower LH/FSH and Lower AMH Levels Without Increasing Severe OHSS Risk. The gene discussed is GNRH1; the disease is ovarian hyperstimulation syndrome.