The purpose of this two year study is to examine the safety and effectiveness of alendronate (Fosamax) for the prevention of bone loss in men with prostate cancer who are on therapy to lower their testosterone levels. All men will receive appropriate calcium and vitamin D supplements and one to two years of alendronate therapy. Bone density tests will be done every six months.