Breast cancer (BC) remains one of the most prevalent malignancies among women worldwide, and neoadjuvant chemotherapy (NAC) has become an essential component of treatment for patients with locally advanced disease as well as selected cases of early-stage cancer (
1,
2). Beyond its established role in tumor size reduction and facilitating surgical management, NAC offers a unique clinical opportunity to assess in vivo tumor sensitivity to systemic therapy (
3).
Previous research has shown that axillary and margin clearance are associated with improved disease-free and overall survival in patients with BC, largely reflecting favorable tumor biology and effective systemic treatment (
4-
6). In addition, pathologic complete response (pCR) in the primary breast tumor after NAC has consistently been associated with improved patient survival, particularly among biologically aggressive subtypes such as HER2-enriched and triple-negative BC (
7,
8). However, despite the favorable prognostic implications of tumor pCR, some studies have reported discrepancies between breast pCR and axillary lymph node (LN) pCR rates in patients with clinically node-positive disease, suggesting tumor heterogeneity as a key biological factor underlying differential responses between the primary tumor and metastatic LNs (
9-
11). As a result, response assessment following NAC has gained increasing importance not only for prognostic stratification but also for guiding subsequent surgical and adjuvant treatment decisions (
12).
In this regard, understanding the relationship between treatment response in the primary tumor and in the axillary LNs is of considerable clinical relevance (
13).