ERBB2 and breast cancer: Using a cohort of 1980 breast cancer patients with approximately 30 years of follow-up we determined that our signature could predict breast cancer patient survival for “normal-like”, “luminal-A” and “HER2” subtypes, but not “luminal-B”, “basal” and “claudin-low” subtypes.