, Ki Jo Kim1, Do Youn Woen1, Su Min Lee1, Kawon Oh1, Cho Eun Lee1, Woong Ki Park1, Ji Won Yoo1, Dong Seung Shin1, Jai Min Ryu1, Se Kyung Lee1, Byung Joo Chae1, Jonghan Yu1, Seok Won Kim1, Seok Jin Nam1, Ji-Yeon Kim2, Yeon Hee Park2, Eun Young Ko3, Eun Sook Ko3, Jeong Eon Lee1
1Division of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
2Division of Hematology Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
3Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
Copyright © 2026 by the Korean Cancer Association
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Ethical Statements
Ethical approval for the study was granted by the Institutional Review Board (IRB) of Samsung Medical Center (IRB number: 2025-02-124), and the need for informed consent was waived due to the retrospective nature of the study. All patient data were anonymized and de-identified to protect patient privacy, in compliance with ethical standards outlined in the Declaration of Helsinki.
Author Contributions
Conceived and designed the analysis: Lee SA, Lee JE.
Collected the data: Lee SA, Kim KJ, Woen DY, Lee SM, Oh K, Lee CE, Park WK, Yoo JW, Shin DS, Lee JE.
Contributed data or analysis tools: Ryu JM, Lee SK, Chae BJ, Yu J, Kim SW, Nam SJ, Kim JY, Park YH, Ko EY, Ko ES, Lee JE.
Performed the analysis: Lee SA.
Wrote the paper: Lee SA, Lee JE.
Conflicts of Interest
Conflict of interest relevant to this article was not reported.
| Variable | pCR in breast and axillary (n=914) | Non-pCR in breast or axillary (n=843) | p-value |
|---|---|---|---|
| Age (yr) | 50.6±9.6 | 49.2±10.2 | 0.003 |
| Menopause status | |||
| Premenopause | 420 (46.0) | 471 (55.9) | < 0.001 |
| Postmenopause | 494 (54.1) | 371 (44.0) | |
| Unknown | - | 1 (0.1) | |
| Clinical T category | |||
| cT0 | 3 (0.3) | - | 0.004 |
| cT1 | 49 (5.4) | 35 (4.2) | |
| cT2 | 608 (66.5) | 526 (62.4) | |
| cT3 | 211 (23.1) | 225 (26.7) | |
| cT4 | 43 (4.7) | 55 (6.5) | |
| Unknown | - | 2 (0.2) | |
| Clinical N category | |||
| cN0 | 242 (26.5) | 176 (20.9) | < 0.001 |
| cN1 | 368 (40.3) | 296 (35.1) | |
| cN2 | 196 (21.4) | 206 (24.4) | |
| cN3a) | 108 (11.8) | 165 (19.6) | |
| SCN FNA | |||
| Negative | 880 (96.3) | 780 (92.5) | < 0.001 |
| Positive | 34 (3.7) | 63 (7.5) | |
| Target therapy type | |||
| Dualb) | 725 (79.3) | 502 (59.6) | < 0.001 |
| Singlec) | 142 (15.5) | 199 (23.6) | |
| No target therapyd) | 47 (5.1) | 142 (16.8) | |
| Pathologic T category | |||
| ypT0 | 328 (35.9) | 26 (3.1) | < 0.001 |
| ypTis | 586 (64.1) | 16 (2.0) | |
| ypT1 | - | 592 (70.2) | |
| ypT2 | - | 152 (18.0) | |
| ypT3 | - | 53 (6.3) | |
| ypT4 | - | 4 (0.5) | |
| Pathologic N category | |||
| ypN0 | 914 (100) | 492 (58.4) | < 0.001 |
| ypN1 | - | 243 (28.8) | |
| ypN2 | - | 65 (7.7) | |
| ypN3 | - | 43 (5.1) | |
| HR status | |||
| Positive | 318 (34.8) | 475 (56.4) | < 0.001 |
| Negative | 595 (65.1) | 367 (43.5) | |
| Unknown | 1 (0.1) | 1 (0.1) |
Values are presented as mean±standard deviation or number (%). Percentages may not total 100% due to rounding. For age, both groups followed a normal distribution. A t-test was performed. For categorical variables, Pearson’s chi-square test, Fisher’s exact test, or Wilcoxon-Mann-Whitney test were conducted. “Unknown” values were included as a separate category to maintain data completeness. “-” indicates no observed cases for the corresponding category. FNA, fine needle aspiration; HR, hormone receptor; pCR, pathological complete response.
a) cN3 is defined as suspicious findings on imaging involving supraclavicular lymph node (SCN), infraclavicular lymph node, or concurrent internal mammary lymph node and axillary lymph nodes,
b) Dual therapy refers to the combined use of trastuzumab and pertuzumab as part of the treatment regimen,
c) Single therapy includes trastuzumab or pertuzumab used alone,
d) No targeted therapy indicates patients who received cytotoxic chemotherapy alone without human epidermal growth factor receptor 2 (HER2)–targeted agents (e.g., anthracycline-based or taxane-based regimens).
Reference groups are indicated as ‘1’ for odds ratio (OR). All other groups are compared against the reference group. Variables such as cN1, cN2, cT categories (cT1-cT4) were included in the analysis but did not show statistical significance (p > 0.05) or presented wide confidence intervals (CIs) indicating insufficient precision. These variables were excluded from the final table for clarity but are available upon request or in the supplementary materials. OR values for supraclavicular lymph node (SCN) fine needle aspiration (FNA) and clinical N3 (cN3) were obtained from separate models due to multicollinearity concerns. SCN FNA was analyzed excluding cN3 to assess its independent effect, and vice versa. This approach ensures that the odds ratios reflect the unique contribution of each variable. Patients who did not receive human epidermal growth factor receptor 2 (HER2)–targeted therapy (“No targeted therapy”) were excluded from multivariable models due to heterogeneity in treatment regimens and limited sample size. HR, hormone receptor; pCR, pathological complete response.
Reference groups are indicated as ‘1’ for hazard ratio. All other groups are compared against the reference group. Variables such as cN1, cN2, cT categories (cT1-cT4) were included in the analysis but did not show statistical significance (p > 0.05) or presented wide confidence intervals (CIs) indicating insufficient precision. These variables were excluded from the final table for clarity but are available upon request or in the supplementary materials. Hazard ratio values for supraclavicular lymph node (SCN) fine needle aspiration (FNA) and clinical N3 (cN3) were obtained from separate models due to multicollinearity concerns. SCN FNA was analyzed excluding cN3 to assess its independent effect, and vice versa. This approach ensures that the hazard ratios reflect the unique contribution of each variable. Patients who did not receive human epidermal growth factor receptor 2 (HER2)–targeted therapy (“No targeted therapy”) were excluded from multivariable models due to heterogeneity in treatment regimens and limited sample size. DMFS, distant metastasis–free survival; HR, hormone receptor; pCR, pathological complete response.
| Variable | pCR in breast and axillary (n=914) | Non-pCR in breast or axillary (n=843) | p-value |
|---|---|---|---|
| Age (yr) | 50.6±9.6 | 49.2±10.2 | 0.003 |
| Menopause status | |||
| Premenopause | 420 (46.0) | 471 (55.9) | < 0.001 |
| Postmenopause | 494 (54.1) | 371 (44.0) | |
| Unknown | - | 1 (0.1) | |
| Clinical T category | |||
| cT0 | 3 (0.3) | - | 0.004 |
| cT1 | 49 (5.4) | 35 (4.2) | |
| cT2 | 608 (66.5) | 526 (62.4) | |
| cT3 | 211 (23.1) | 225 (26.7) | |
| cT4 | 43 (4.7) | 55 (6.5) | |
| Unknown | - | 2 (0.2) | |
| Clinical N category | |||
| cN0 | 242 (26.5) | 176 (20.9) | < 0.001 |
| cN1 | 368 (40.3) | 296 (35.1) | |
| cN2 | 196 (21.4) | 206 (24.4) | |
| cN3 |
108 (11.8) | 165 (19.6) | |
| SCN FNA | |||
| Negative | 880 (96.3) | 780 (92.5) | < 0.001 |
| Positive | 34 (3.7) | 63 (7.5) | |
| Target therapy type | |||
| Dual |
725 (79.3) | 502 (59.6) | < 0.001 |
| Single |
142 (15.5) | 199 (23.6) | |
| No target therapy |
47 (5.1) | 142 (16.8) | |
| Pathologic T category | |||
| ypT0 | 328 (35.9) | 26 (3.1) | < 0.001 |
| ypTis | 586 (64.1) | 16 (2.0) | |
| ypT1 | - | 592 (70.2) | |
| ypT2 | - | 152 (18.0) | |
| ypT3 | - | 53 (6.3) | |
| ypT4 | - | 4 (0.5) | |
| Pathologic N category | |||
| ypN0 | 914 (100) | 492 (58.4) | < 0.001 |
| ypN1 | - | 243 (28.8) | |
| ypN2 | - | 65 (7.7) | |
| ypN3 | - | 43 (5.1) | |
| HR status | |||
| Positive | 318 (34.8) | 475 (56.4) | < 0.001 |
| Negative | 595 (65.1) | 367 (43.5) | |
| Unknown | 1 (0.1) | 1 (0.1) |
| Variable | Univariable (95% CI) | p-value | Multivariable OR (95% CI) | p-value |
|---|---|---|---|---|
| Age (per 1-year increase) | 1.0 (0.9-1.0) | 0.567 | 1.0 (0.9-1.0) | 0.636 |
| SCN FNA | ||||
| Negative | 1 | - | 1 | - |
| Positive | 11.6 (3.4-39.1) | < 0.001 | 12.9 (3.7-45.0) | < 0.001 |
| cN3 | ||||
| Non-cN3 | 1 | - | 1 | - |
| cN3 | 10.7 (3.6-31.3) | < 0.001 | 12.1 (4.1-36.2) | < 0.001 |
| Target therapy | ||||
| Single | 1 | - | 1 | - |
| Dual | 0.7 (0.2-2.6) | 0.608 | 0.9 (0.2-3.6) | 0.909 |
| HR | ||||
| Negative | 1 | - | 1 | - |
| Positive | 2.4 (0.8-7.0) | 0.109 | 2.5 (0.8-7.7) | 0.110 |
| Variable | Univariable hazard ratio (95% CI) | p-value | Multivariable hazard ratio (95% CI) | p-value |
|---|---|---|---|---|
| Age (per 1-year increase) | 1.0 (0.9-1.0) | 0.617 | 1.0 (0.9-1.0) | 0.722 |
| SCN FNA | ||||
| Negative | 1 | - | 1 | - |
| Positive | 2.4 (1.2-3.5) | < 0.001 | 2.5 (1.3-3.6) | < 0.001 |
| cN3 | ||||
| Non-cN3 | 1 | - | 1 | - |
| cN3 | 2.3 (1.2-3.4) | < 0.001 | 11.3 (4.9-33.0) | < 0.001 |
| Target therapy | ||||
| Single | 1 | - | 1 | - |
| Dual | 0.8 (0.2-2.8) | 0.704 | 1.0 (0.3-3.7) | 0.981 |
| HR | ||||
| Negative | 1 | - | 1 | - |
| Positive | 2.3 (0.8-6.7) | 0.118 | 2.4 (0.8-6.9) | 0.112 |
Values are presented as mean±standard deviation or number (%). Percentages may not total 100% due to rounding. For age, both groups followed a normal distribution. A t-test was performed. For categorical variables, Pearson’s chi-square test, Fisher’s exact test, or Wilcoxon-Mann-Whitney test were conducted. “Unknown” values were included as a separate category to maintain data completeness. “-” indicates no observed cases for the corresponding category. FNA, fine needle aspiration; HR, hormone receptor; pCR, pathological complete response. cN3 is defined as suspicious findings on imaging involving supraclavicular lymph node (SCN), infraclavicular lymph node, or concurrent internal mammary lymph node and axillary lymph nodes, Dual therapy refers to the combined use of trastuzumab and pertuzumab as part of the treatment regimen, Single therapy includes trastuzumab or pertuzumab used alone, No targeted therapy indicates patients who received cytotoxic chemotherapy alone without human epidermal growth factor receptor 2 (HER2)–targeted agents (e.g., anthracycline-based or taxane-based regimens).
Reference groups are indicated as ‘1’ for odds ratio (OR). All other groups are compared against the reference group. Variables such as cN1, cN2, cT categories (cT1-cT4) were included in the analysis but did not show statistical significance (p > 0.05) or presented wide confidence intervals (CIs) indicating insufficient precision. These variables were excluded from the final table for clarity but are available upon request or in the supplementary materials. OR values for supraclavicular lymph node (SCN) fine needle aspiration (FNA) and clinical N3 (cN3) were obtained from separate models due to multicollinearity concerns. SCN FNA was analyzed excluding cN3 to assess its independent effect, and vice versa. This approach ensures that the odds ratios reflect the unique contribution of each variable. Patients who did not receive human epidermal growth factor receptor 2 (HER2)–targeted therapy (“No targeted therapy”) were excluded from multivariable models due to heterogeneity in treatment regimens and limited sample size. HR, hormone receptor; pCR, pathological complete response.
Reference groups are indicated as ‘1’ for hazard ratio. All other groups are compared against the reference group. Variables such as cN1, cN2, cT categories (cT1-cT4) were included in the analysis but did not show statistical significance (p > 0.05) or presented wide confidence intervals (CIs) indicating insufficient precision. These variables were excluded from the final table for clarity but are available upon request or in the supplementary materials. Hazard ratio values for supraclavicular lymph node (SCN) fine needle aspiration (FNA) and clinical N3 (cN3) were obtained from separate models due to multicollinearity concerns. SCN FNA was analyzed excluding cN3 to assess its independent effect, and vice versa. This approach ensures that the hazard ratios reflect the unique contribution of each variable. Patients who did not receive human epidermal growth factor receptor 2 (HER2)–targeted therapy (“No targeted therapy”) were excluded from multivariable models due to heterogeneity in treatment regimens and limited sample size. DMFS, distant metastasis–free survival; HR, hormone receptor; pCR, pathological complete response.
