The present invention relates to methods for reducing testosterone levels by reduction of luteinizing hormone (LH) or independent of LH levels in a male subject and methods of treating, suppressing, reducing the incidence, reducing the severity, or inhibiting advanced prostate cancer and palliative treatment of advanced prostate cancer.