Breast cancer patients with AJCC Stage III or metastatic (AJCC Stage IV) disease that over-express HER2 will potentially be eligible for this trial. Patients may have measurable disease, evaluable disease or be without evidence of disease. They may be receiving hormonal therapy and they may have already received trastuzumab (Herceptin) or be receiving trastuzumab during this study.