ERBB2 and breast cancer: When compared with a clinical applicable and commercialized model, our signature achieved higher accuracy in predicting OS than Oncotype Dx for ER/PR-positive, HER2-negative, node-negative, or one to three involved lymph nodes breast cancer patients from the full TCGA cohort.