144 subjects with an initial negative prostate biopsy will be randomized to receive either finasteride or placebo for 6 months. The subjects will undergo a second prostate biopsy following drug intervention. PSA (prostate specific antigen) measurements, testosterone levels, and quality of life questionnaires will also be assessed during the study. The two groups will then be compared.