A model constructed based on genes strictly associated with relapse-free survival (RFS) identified two subgroups of HER2+ BC with distinct biological characteristics that benefit differently from trastuzumab-based therapy both in adjuvant and neo-adjuvant settings. Here, ERBB2 is linked to breast cancer.