Lastly, future investigations should consider stratification by breast cancer subtype (e.g., estrogen receptor-positive, HER2-positive, triple-negative) to determine whether microbiota-related dietary interventions may offer subtype-specific preventive benefits. The gene discussed is ESR1; the disease is breast cancer.