A variety of medicines can treat CRPS, including:  Over the counter or prescription pain relievers. Medications that treat depression or epilepsy. Medications to prevent or slow loss of bone mass. Steroids to lessen swelling and improve range of motion. Medication injected directly around the spinal cord or through a vein.