Evidence shows that increased MLR is linked to poor outcomes in various breast cancer subtypes, such as hormone receptor-positive, human epidermal growth factor receptor 2-enriched, and triple-negative breast cancers. The gene discussed is ERBB2; the disease is breast cancer.