This investigational new drug application describes a proposed phase I/II study designed to assess the safety and efficacy of AdV-tk gene therapy in combination with standard brachytherapy for patients with locally recurrent prostate cancer after having failed radiation as a primary treatment with or without minimal metastasis. These patients do not have any standard treatment that has been demonstrated to have a high degree of efficacy in eradicating the tumor with a reasonable degree of safety. Thus, the potential risks associated with the use of gene therapy in this group would appear reasonable. This application is for use of a replication defective adenovirus vector (ADV/RSV-tk) delivering the HSV-tk gene as a biologic vector for gene therapy.