PLOD1 and migraine disorder: However, the suppression of gonadotropins (luteinizing hormone (LH) and follicle-stimulating hormone (FSH)) due to the administration of large doses of GnRH appears to have beneficial effects on migraine severity, as discussed in the treatment section [55].