If a prostate infection is caused by an overgrowth of bacteria, antibiotics are used to clear up the infection. This is effective in most cases, but some forms can be more resistant and require other treatment approaches. Alternative treatment methods include non-steroidal anti-inflammatory drugs to ease pain, and alpha-blockers, to help relax the bladder neck, and muscle fibers adjacent to the prostate.