our nomogram confirmed that patients with lymphovascular invasion, anemia (HB ≤ 120 g/L), ER positivity, and low Ki67 expression levels (≤60%) were most likely to be associated with a lower pCR rate from NCT. Here, MKI67 is linked to anemia.