Prostate cancer is a cancer that occurs in the prostate, which is a small, walnut-sized gland that is located just below the bladder in men and which surrounds the urethra (the tube that urine comes out of). Below you may find medications used to treat or help with Prostate Cancer. More about Prostate Cancer