Based on preclinical, clinical efficacy and safety data, it is anticipated that Vorinostat in combination with radiation therapy can be administered safely and will be tolerated in patients with brain metastases. In addition, within the recognized limits of a Phase I clinical trial, this study may provide an assessment of the anti-tumor activity of Vorinostat in combination with radiation therapy in patients with brain metastases.