Deceased levels of Lachnospiraceae, Actinobacteria, Turicibacteraceae and Bacteroidetes were found in antibiotic-treated mice, a result which was also found in human patients with HER2 positive breast cancer who were poor responders of trastuzumab in the neoadjuvant setting. Here, ERBB2 is linked to breast carcinoma.