According to our results, patients with lymphovascular invasion, anemia (HB ≤ 120 g/L), ER positivity, and low Ki67 expression levels (≤60%) were most likely associated with a lower pCR rate from NCT. The gene discussed is ESR1; the disease is anemia (phenotype).