The biological subtype of breast cancer patients diagnosed within 2 years of their last childbirth showed a higher degree of malignancy (higher proportion of HER2-enriched and ER-negative tumors and a lower proportion of Luminal A tumors), but this cannot be completely explained by the advanced TNM stage. The gene discussed is ERBB2; the disease is breast cancer.