Study treatment consists of T-DM1, 3.6 mg/kg every 3 weeks. Patients will receive study medication until unacceptable toxicity, voluntary withdrawal from study treatment, disease progression, death or pregnancy, whichever occurs first. Patients who experience only progression in the brain and who receive local therapy may remain in the study until systemic progression (or any of the other reasons stated previously), at the investigator's discretion.