Chi-square test showed that tumor grade, estrogen receptor (ER), molecular classification, neoadjuvant therapy cycle, white blood cell (WBC), platelet (PLT), lymphocyte (LYM), NLR, PLR, LMR and SII were significantly correlated with pCR of BC patients after NAC. The gene discussed is ESR1; the disease is breast cancer.