Additional predictors of ALND included the highest quartile of educational attainment, treatment in a community cancer center, more advanced tumor stage, HER2+ and TNBC subtypes, presence of lymphovascular invasion, and mastectomy as the surgical approach (all p < 0.05). The gene discussed is ERBB2; the disease is neoplasm.