The main objective of this work was to explore the evolution of HER2-low-positive expression from baseline tumor to residual disease in patients undergoing neoadjuvant chemotherapy, by adopting a HER2-based three-tier algorithm. The gene discussed is ERBB2; the disease is neoplasm.