In HER2+ breast cancer, an elevated abundance of genus Erysipelatoclostridium was associated with an increased risk of breast cancer while genus Ruminococcus2 is linked to a decreased risk of breast cancer [149]. This evidence concerns the gene ERBB2 and breast cancer.