In our study, the LA criteria (ER ≥ 70, PR ≥ 20, Ki-67 < 14, and HER2 negative) are precise and suggest that achieving a pCR in the breast or axilla in patients with pure LA BC is unlikely. The gene discussed is ESR1; the disease is breast cancer.