In the patient group with residual breast cancer, ypT stage, post-NAC ER status, post-NAC Ki-67 index, LN regression grade, ypN stage, and ipN stage were found to be independent prognostic factors for disease-free survival (all p < 0.05; Table 5). The gene discussed is ESR1; the disease is breast cancer.