Of note, add-on metformin to neo-adjuvant treatment of ErbB2 breast cancer in non-diabetic patients has recently been reported to fail in improving pathologic complete response [54], indicating perhaps metformin limitation in the non-diabetic breast cancer context. The gene discussed is ERBB2; the disease is breast cancer.