The patients were all part of a European Union funded project (RESPONSIFY) investigating biomarkers of resistance to trastuzumab plus chemotherapy, which is standard treatment for newly diagnosed breast cancers that have HER2 amplification. This evidence concerns the gene ERBB2 and breast carcinoma.