There is currently no effective therapy approved for use in patients with this condition. The purpose of this study is to evaluate the effectiveness and side effects of the drug erlotinib in patients with this condition. Erlotinib is an investigational drug that has not yet been approved by the Federal Drug Administration (FDA) for use in prostate cancer, but has been approved for use in lung cancer.