Drugs include Gonadotropin-releasing hormone (GnRH) agonists (eg, leuprolide) Depot medroxyprogesterone acetate Both decrease pituitary production of luteinizing hormone (LH) and follicle-stimulating hormone (FSH) and thus reduce testosterone production.