RATIONALE: Selenomethionine may slow the growth of prostate cancer. Testosterone can cause the growth of prostate cancer cells. Finasteride may fight prostate cancer by lowering the amount of testosterone the body makes. Giving selenomethionine together with finasteride before surgery or radiation therapy may be an effective treatment for prostate cancer.