ERBB2 and breast cancer: Our work provides a comprehensive multiomics HER2-low breast cancer dataset and suggests that the distinct nature, interpatient heterogeneity, and racial and ethnic differences of HER2-low breast cancer are dependent on HR status, and these features were more marked in the HR-negative subgroup.