In terms of tumor subtype, a significant difference was noted in the distribution of luminal-like, HER2-positive, and triple-negative subtypes (p = 0.014), with the direct ALND group having a higher proportion of luminal-like tumors. The gene discussed is ERBB2; the disease is neoplasm.