ERBB2 and neoplasm: The ability of our classifier to specifically identify tumors with low or high risk of relapse upon trastuzumab-containing therapy, but not chemotherapy alone, indicates that the molecular characteristics detected are specific in predicting benefit from HER2-targeted therapies rather than benefit from chemotherapy or due to low aggressiveness of the tumor.