A phase I/II study of the antibody-drug conjugate glembatumumab vedotin (CDX-011 or CR011-vcMMAE) in patients with locally advanced or metastatic breast cancer, reveals an acceptable safety profile and promising clinical activity in GPNMB expressing breast cancer.