There are two classes of drugs, alpha-blockers and anti-androgens (5-alpha-reductase inhibitors), for an enlarged prostate. Alpha-blockers (tamsulosin, alfuzosin, terazosin, and doxazosin) are prescription medicines that relax the muscles in and around the prostate, relieve urinary obstruction and allow urine to flow more easily.