1Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
2Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea
3Cancer Research Institute, Seoul National University, Seoul, Korea
Copyright © 2023 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 Statement
This retrospective study, which involved human participants, was conducted in accordance with the ethical standards of the institutional and national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards. The research was approved by the SNUH Institutional Review Board with a waiver of informed consent (1912-028-1086).
Author Contributions
Conceived and designed the analysis: Lim C, Jung JG, Han W.
Collected the data: Lim C, Kang E, Jung JG, Cheun JH.
Contributed data or analysis tools: Lim C, Lee HB, Moon HG, Han W.
Performed the analysis: Lim C, Kang E, Jung JG, Kim HK.
Wrote the paper: Lim C, Han W.
Funding acquisition: Lee HB, Han W.
Supervision: Lim C, Lee HB, Moon HG, Han W.
Conflicts of Interest
Han-Byoel Lee and Wonshik Han are members of the board of directors and have stock and ownership interests at DCGen, Co., Ltd. The other authors do not have any conflict of interest.
Values are presented as number (%) or mean±standard deviation. ALND, axillary lymph node dissection; BCS, breast-conserving surgery; BMI, body mass index; DUAL, dye and isotope mapping; HER2, human epidermal growth factor receptor 2; LN, lymph node; PR, progesterone receptor; SLN, sentinel lymph node; SLNB, sentinel lymph node biopsy; TM, total mastectomy; TNBC, triple-negative breast cancer.
Values are presented as mean±standard deviation or number (%). ALND, axillary lymph node dissection; BCS, breast-conserving surgery; BMI, body mass index; DUAL, dye and isotope mapping; HER2, human epidermal growth factor receptor 2; LN, lymph node; SLN, sentinel lymph node; SLNB, sentinel lymph node biopsy; TM, total mastectomy; TNBC, triple-negative breast cancer.
Characteristic | Total (n=5,795) | Dye-only method (n=2,323) | DUAL method (n=3,472) | p-value |
---|---|---|---|---|
Age (yr) | 49.88±10.08 | 51.35±10.64 | 48.89±9.55 | < 0.001 |
BMI (kg/m2) | 23.21±3.25 | 23.17±3.19 | 23.23±3.27 | 0.586 |
Menopausal status | ||||
Premenopausal | 2,495 (43.0) | 902 (38.8) | 1,593 (45.9) | < 0.001 |
Perimenopausal | 14 (0.2) | 2 (0.1) | 12 (0.3) | |
Postmenopausal | 2,268 (39.1) | 1,058 (45.5) | 1,210 (34.8) | |
Unknown | 1,018 (17.6) | 361 (15.5) | 657 (18.9) | |
Clinical T cagtegory | ||||
1 | 2,795 (48.2) | 1,066 (45.9) | 1,729 (49.8) | 0.008 |
2 | 2,817 (48.6) | 1,174 (50.5) | 1,643 (47.3) | |
3 | 183 (3.2) | 83 (3.6) | 100 (2.9) | |
Tumor size (cm) | 2.55±1.41 | 2.74±1.49 | 2.41±1.35 | < 0.001 |
Pathologic T cagtegory | ||||
1 | 3,185 (55.0) | 1,201 (51.7) | 1,984 (57.1) | < 0.001 |
2 | 2,422 (41.8) | 1,038 (44.7) | 1,384 (39.9) | |
3 | 188 (3.3) | 84 (3.6) | 104 (3.0) | |
Pathologic N cagtegory | ||||
0 | 3,960 (68.3) | 1,517 (65.3) | 2,443 (70.3) | < 0.001 |
1 | 1,327 (22.9) | 562 (24.2) | 765 (22.1) | |
2 | 324 (5.6) | 155 (6.7) | 169 (4.9) | |
3 | 184 (3.2) | 89 (3.8) | 95 (2.7) | |
Positive LN | 806 (34.7) | 1,029 (29.6) | < 0.001 | |
Harvested SLN | 3.15±1.62 | 3.21±1.68 | 3.12±1.58 | 0.112 |
Metastatic SLN | 0.27±0.74 | 0.28±0.76 | 0.27±0.72 | 0.618 |
Tumor subtype | ||||
Luminal A | 3,722 (64.2) | 1,455 (62.6) | 2,267 (65.3) | 0.130 |
Luminal B | 4,77 (8.2) | 199 (8.6) | 278 (8.0) | |
HER2 | 573 (9.9) | 251 (10.8) | 322 (9.3) | |
TNBC | 1,023 (17.7) | 418 (18.0) | 605 (17.4) | |
Hormonal therapy | 4,114 (71.2) | 1,614 (69.7) | 2,500 (72.2) | 0.043 |
HER2 targeted therapy | 559 (9.6) | 245 (10.5) | 314 (9.0) | 0.057 |
Adjuvant chemotherapy | 3,600 (64.8) | 791 (40.4) | 1,161 (37.8) | 0.239 |
Radiation therapy | 4,089 (72.0) | 1,509 (66.7) | 2,580 (75.5) | < 0.001 |
Breast surgery | ||||
BCS | 3,874 (66.9) | 1,399 (60.2) | 2,475 (71.3) | < 0.001 |
TM | 1,921 (33.1) | 924 (39.8) | 997 (28.7) | |
Axilla surgery | ||||
SLNB | 3,453 (59.6) | 1,307 (56.3) | 2,146 (61.8) | < 0.001 |
ALND | 2,342 (40.4) | 1,016 (43.7) | 1,326 (38.2) |
Values are presented as number (%) or mean±standard deviation. ALND, axillary lymph node dissection; BCS, breast-conserving surgery; BMI, body mass index; DUAL, dye and isotope mapping; HER2, human epidermal growth factor receptor 2; LN, lymph node; PR, progesterone receptor; SLN, sentinel lymph node; SLNB, sentinel lymph node biopsy; TM, total mastectomy; TNBC, triple-negative breast cancer.
Tumor size (cm) | Dye-only method | DUAL method | p-value |
---|---|---|---|
≤ 1 | 37/222 (16.7) | 49/373 (13.1) | 0.236 |
1–2 | 224/979 (22.9) | 331/1,611 (20.5) | 0.133 |
2–3 | 187/451 (41.5) | 281/738 (38.1) | 0.246 |
3–5 | 301/587 (51.3) | 299/646 (46.3) | 0.08 |
> 5 | 57/84 (67.9) | 69/104 (66.3) | 0.756 |
Values are presented as number (%). DUAL, dye and isotope mapping.
Univariate p-value | Multivariate p-value | Hazard ratio (95% CI) | |
---|---|---|---|
Dye-only vs. DUAL method | 0.001 | 0.758 | 1.019 (0.866–1.199) |
Age (> 50 yr vs. ≤ 50 yr) | 0.933 | ||
BMI (> 25 kg/m2 vs. ≤ 25 kg/m2) | 0.129 | 0.460 | 1.010 (0.986–1.034) |
Pathologic T category | |||
T1 | 1 (reference) | ||
T2 | < 0.001 | < 0.001 | 2.828 (2.406–3.324) |
T3 | < 0.001 | < 0.001 | 5.796 (3.473–9.673) |
Histologic grade (1, 2 vs. 3) | < 0.001 | 0.009 | 1.553 (1.114–2.165) |
ER status | < 0.001 | < 0.001 | 0.419 (0.343–0.511) |
HER2 status | < 0.001 | < 0.001 | 0.564 (0.439–0.724) |
BMI, body mass index; CI, confidence interval; DUAL, dye and isotope mapping; ER, estrogen receptor; HER2, human epidermal growth factor receptor 2.
Characteristic | Dye-only method (n=1,441) | DUAL method (n=1,441) | p-value |
---|---|---|---|
Age (yr) | 50.89±10.04 | 51.07±9.82 | 0.623 |
BMI (kg/m2) | 23.07±3.13 | 23.24±3.27 | 0.231 |
Menopausal status | |||
Premenopausal | 571(39.6) | 586 (40.7) | 0.504 |
Perimenopausal | 2 (0.1) | 0 | |
Postmenopausal | 683 (47.4) | 669 (46.4) | |
Unknown | 185 (12.8) | 186 (12.9) | |
Tumor size (cm) | 2.02±1.30 | 2.06±1.33 | 0.442 |
Pathologic T category | |||
1 | 917 (63.6) | 908 (63.0) | 0.921 |
2 | 500 (34.7) | 510 (35.4) | |
3 | 24 (1.7) | 23 (1.6) | |
Harvested SLN (number) | 3.24±1.65 | 3.11±1.55 | 0.081 |
Tumor subtype | |||
Luminal A | 898 (62.3) | 942 (65.4) | 0.310 |
Luminal B | 113 (7.8) | 94 (6.5) | |
HER2 | 144 (10.0) | 133 (9.2) | |
TNBC | 286 (19.8) | 272 (18.9) | |
Hormonal therapy | 997 (69.2) | 1,026 (71.2) | 0.238 |
HER2 targeted therapy | 129 (9.0) | 120 (8.3) | 0.551 |
Adjuvant chemotherapy | 770 (53.4) | 769 (53.4) | 0.970 |
Radiation therapy | 986 (68.4) | 996 (69.1) | 0.688 |
Breast surgery | |||
BCS | 1,028 (71.3) | 1,039 (72.1) | 0.649 |
TM | 413 (28.7) | 402 (27.9) | |
Axilla surgery | |||
SLNB | 1,164 (80.8) | 1,179 (81.8) | 0.474 |
ALND | 277 (19.2) | 262 (18.2) |
Values are presented as mean±standard deviation or number (%). ALND, axillary lymph node dissection; BCS, breast-conserving surgery; BMI, body mass index; DUAL, dye and isotope mapping; HER2, human epidermal growth factor receptor 2; LN, lymph node; SLN, sentinel lymph node; SLNB, sentinel lymph node biopsy; TM, total mastectomy; TNBC, triple-negative breast cancer.
Univariate p-value | Multivariate p-value | Hazard ratio (95% CI) | |
---|---|---|---|
Dye-only vs. DUAL method | 0.102 | 0.184 | 0.589 (0.269–1.287) |
Age (> 50 yr vs. ≤ 50 yr) | 0.045 | 0.040 | 0.417 (0.181–0.961) |
BMI (> 25 kg/m2 vs. ≤ 25 kg/m2) | 0.791 | ||
Pathologic T category | |||
T1 | 1 (reference) | ||
T2 | 0.112 | 0.206 | 1.675 (0.753–3.723) |
T3 | 0.014 | 0.014 | 6.634 (1.470–29.949) |
Histologic grade (1, 2 vs. 3) | 0.025 | 0.309 | 1.634 (0.632–4.222) |
ER status | 0.042 | 0.041 | 2.247 (1.034–4.881) |
HER2 status | 0.350 |
BMI, body mass index; CI, confidence interval; DUAL, dye and isotope mapping; ER, estrogen receptor; HER2, human epidermal growth factor receptor 2.
Univariate p-value | Multivariate p-value | Hazard ratio (95% CI) | |
---|---|---|---|
Dye-only vs. DUAL method | 0.402 | ||
Age (> 50 yr vs. ≤ 50 yr) | 0.986 | ||
BMI (> 25 kg/m2 vs. ≤ 25 kg/m2) | 0.237 | ||
Pathologic T category | |||
T1 | 1 (reference) | ||
T2 | < 0.001 | 0.007 | 1.446 (1.108–1.886) |
T3 | 0.001 | 0.145 | 1.846 (0.810–4.209) |
Histologic grade (1, 2 vs. 3) | < 0.001 | < 0.001 | 2.615 (2.965–3.478) |
ER status | < 0.001 | 0.772 | 0.957 (0.713–1.286) |
HER2 status | 0.833 |
BMI, body mass index; CI, confidence interval; DUAL, dye and isotope mapping; ER, estrogen receptor; HER2, human epidermal growth factor receptor 2.
Values are presented as number (%) or mean±standard deviation. ALND, axillary lymph node dissection; BCS, breast-conserving surgery; BMI, body mass index; DUAL, dye and isotope mapping; HER2, human epidermal growth factor receptor 2; LN, lymph node; PR, progesterone receptor; SLN, sentinel lymph node; SLNB, sentinel lymph node biopsy; TM, total mastectomy; TNBC, triple-negative breast cancer.
Values are presented as number (%). DUAL, dye and isotope mapping.
BMI, body mass index; CI, confidence interval; DUAL, dye and isotope mapping; ER, estrogen receptor; HER2, human epidermal growth factor receptor 2.
Values are presented as mean±standard deviation or number (%). ALND, axillary lymph node dissection; BCS, breast-conserving surgery; BMI, body mass index; DUAL, dye and isotope mapping; HER2, human epidermal growth factor receptor 2; LN, lymph node; SLN, sentinel lymph node; SLNB, sentinel lymph node biopsy; TM, total mastectomy; TNBC, triple-negative breast cancer.
BMI, body mass index; CI, confidence interval; DUAL, dye and isotope mapping; ER, estrogen receptor; HER2, human epidermal growth factor receptor 2.
BMI, body mass index; CI, confidence interval; DUAL, dye and isotope mapping; ER, estrogen receptor; HER2, human epidermal growth factor receptor 2.