1Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
2Department of Breast and Endocrine Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
Copyright © 2019 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.
Variable | Total (n=1,697) | ALND (n=1,539) | SNB (n=158) | p-value |
SDM |
|
---|---|---|---|---|---|---|
Before weighting | After weighting | |||||
Age (yr) | 47.70 | 47.59 | 48.77 | 0.153 | 0.120 | 0.092 |
BMI (kg/m2) | 23.42 | 23.44 | 23.18 | 0.395 | 0.075 | 0.105 |
Histology | ||||||
IDC | 1,628 (95.9) | 1,477 (96.0) | 151 (95.57) | 0.808 | 0.020 | 0.067 |
ILC | 69 (4.1) | 62 (4.0) | 7 (4.43) | |||
No. of tumors | ||||||
1 | 1,367 (80.6) | 1,237 (80.4) | 130 (82.3) | 0.502 | 0.108 | 0.171 |
2 | 243 (14.3) | 220 (14.3) | 23 (14.6) | |||
≥ 3 | 87 (5.1) | 82 (5.3) | 5 (3.2) | |||
Locationa) | ||||||
UOQ/LOQ | 951 (56.5) | 861 (56.5) | 90 (57.0) | 0.559 | 0.105 | 0.107 |
Central | 394 (23.4) | 356 (23.3) | 38 (24.1) | |||
UIQ/LIQ | 322 (19.1) | 295 (19.3) | 27 (17.1) | |||
Whole | 16 (1.0) | 13 (0.9) | 3 (1.9) | |||
Histologic gradeb) | ||||||
G1 | 61 (3.8) | 55 (3.8) | 6 (3.9) | 0.021 | 0.242 | 0.132 |
G2 | 928 (57.6) | 823 (56.5) | 105 (67.7) | |||
G3 | 622 (38.6) | 578 (39.7) | 44 (28.4) | |||
Tumor size (mm) | 28.26 | 28.73 | 23.70 | 0.002 | 0.283 | 0.055 |
T category | ||||||
T1/2 | 1,561 (92.0) | 1,413 (91.8) | 148 (93.7) | 0.413 | 0.072 | 0.064 |
T3/4 | 136 (8.0) | 126 (8.2) | 10 (6.3) | |||
Positive LN | ||||||
1 | 887 (52.3) | 758 (49.3) | 129 (81.7) | < 0.001 | 0.772 | 0.175 |
2 | 513 (30.2) | 488 (31.7) | 25 (15.8) | |||
3 | 297 (17.5) | 293 (19.0) | 4 (2.5) | |||
Hormone receptorsc) | ||||||
Positive | 1,201 (71.0) | 1,079 (70.3) | 122 (78.2) | 0.038 | 0.182 | 0.039 |
Negative | 490 (29.0) | 456 (29.7) | 34 (21.8) | |||
c-Erb B2d) | ||||||
Negative | 995 (59.3) | 900 (59.1) | 95 (60.9) | 0.002 | 0.369 | 0.116 |
Equivocal | 162 (9.7) | 159 (10.5) | 3 (1.9) | |||
Positive | 521 (31.1) | 463 (30.4) | 58 (37.2) | |||
Luminal typee) | ||||||
Luminal | 1,201 (71.2) | 1,079 (70.5) | 122 (78.2) | 0.042 | ||
Non-luminal | 486 (28.8) | 452 (29.5) | 34 (21.8) | |||
p53f) | ||||||
0/1+/2+ | 1,249 (80.1) | 1,131 (80.0) | 118 (80.8) | 0.810 | 0.021 | 0.001 |
3+ | 311 (19.9) | 283 (20.0) | 28 (19.2) |
Values are presented as mean or number (%). ALND, axillary lymph node dissection; SNB, sentinel node biopsy; SDM, standardized difference of means; BMI, body-mass index; IDC, invasive ductal carcinoma; ILC, invasive lobular carcinoma; UOQ, upper outer quadrant; LOQ, lower outer quadrant; UIQ, upper inner quadrant; LIQ, lower inner quadrant; LN, lymph node.
a) A total of 14 cases had unknown location,
b) A total of 86 cases had unknown histologic grade,
c) A total of 6 cases had unknown hormone receptor status,
d) A total of 19 cases had unknown c-Erb B2,
e) A total of 10 cases had unknown luminal type,
f) A total of 137 cases had unknown p53.
LRRFS, locoregional recurrence-free survival; DMFS, distant metastasis-free survival; HR, hazard ratio; BMI, body mass index; UOQ, upper outer quadrant; LOQ, lower outer quadrant; UIQ, upper inner quadrant; LIQ, lower inner quadrant; LN, lymph node; ILC, invasive lobular carcinoma; IDC, invasive ductal carcinoma.
Outcome | HRa) | 95% CI | p-value |
---|---|---|---|
Overall survival (event=237/1,697) | |||
Univariate | 0.457 | 0.225-0.926 | 0.030 |
Multivariable adjusted | 0.675 | 0.330-1.380 | 0.281 |
IPTW methodb) | 0.537 | 0.212-1.356 | 0.188 |
IPTW and adjusted by covariatesc) | 0.566 | 0.219-1.464 | 0.240 |
Locoregional recurrence-free survival | |||
Univariate | 0.499 | 0.203-1.224 | 0.129 |
Multivariable adjusted | 0.624 | 0.254-1.537 | 0.306 |
IPTW methodb) | 0.698 | 0.248-1.967 | 0.497 |
IPTW and adjusted by covariatesc) | 0.775 | 0.251-2.394 | 0.658 |
Distant metastasis-free survival | |||
Univariate | 0.444 | 0.219-0.901 | 0.025 |
Multivariable adjusted | 0.622 | 0.304-1.275 | 0.195 |
IPTW methodb) | 0.346 | 0.124-0.965 | 0.043 |
IPTW and adjusted by covariatesc) | 0.374 | 0.131-1.063 | 0.065 |
Disease-free survival | |||
Univariate | 0.530 | 0.297-0.947 | 0.032 |
Multivariable adjusted | 0.752 | 0.417-1.357 | 0.344 |
IPTW methodb) | 0.552 | 0.254-1.200 | 0.134 |
IPTW and adjusted by covariatesc) | 0.619 | 0.327-1.172 | 0.141 |
CI, confidence interval.
a) Hazard ratio (HR): comparison of the sentinel node biopsy group vs. the axillary node dissection group,
b) Inverse-probability-of-treatment weighted (IPTW) method,
c) Adjusted for postoperatively determined covariates (harvested lymph nodes, N category, radiotherapy, hormone therapy, and target agents).
Variable | Total (n=1,697) | ALND (n=1,539) | SNB (n=158) | p-value | SDM |
|
---|---|---|---|---|---|---|
Before weighting | After weighting | |||||
Age (yr) | 47.70 | 47.59 | 48.77 | 0.153 | 0.120 | 0.092 |
BMI (kg/m2) | 23.42 | 23.44 | 23.18 | 0.395 | 0.075 | 0.105 |
Histology | ||||||
IDC | 1,628 (95.9) | 1,477 (96.0) | 151 (95.57) | 0.808 | 0.020 | 0.067 |
ILC | 69 (4.1) | 62 (4.0) | 7 (4.43) | |||
No. of tumors | ||||||
1 | 1,367 (80.6) | 1,237 (80.4) | 130 (82.3) | 0.502 | 0.108 | 0.171 |
2 | 243 (14.3) | 220 (14.3) | 23 (14.6) | |||
≥ 3 | 87 (5.1) | 82 (5.3) | 5 (3.2) | |||
Location |
||||||
UOQ/LOQ | 951 (56.5) | 861 (56.5) | 90 (57.0) | 0.559 | 0.105 | 0.107 |
Central | 394 (23.4) | 356 (23.3) | 38 (24.1) | |||
UIQ/LIQ | 322 (19.1) | 295 (19.3) | 27 (17.1) | |||
Whole | 16 (1.0) | 13 (0.9) | 3 (1.9) | |||
Histologic grade |
||||||
G1 | 61 (3.8) | 55 (3.8) | 6 (3.9) | 0.021 | 0.242 | 0.132 |
G2 | 928 (57.6) | 823 (56.5) | 105 (67.7) | |||
G3 | 622 (38.6) | 578 (39.7) | 44 (28.4) | |||
Tumor size (mm) | 28.26 | 28.73 | 23.70 | 0.002 | 0.283 | 0.055 |
T category | ||||||
T1/2 | 1,561 (92.0) | 1,413 (91.8) | 148 (93.7) | 0.413 | 0.072 | 0.064 |
T3/4 | 136 (8.0) | 126 (8.2) | 10 (6.3) | |||
Positive LN | ||||||
1 | 887 (52.3) | 758 (49.3) | 129 (81.7) | < 0.001 | 0.772 | 0.175 |
2 | 513 (30.2) | 488 (31.7) | 25 (15.8) | |||
3 | 297 (17.5) | 293 (19.0) | 4 (2.5) | |||
Hormone receptors |
||||||
Positive | 1,201 (71.0) | 1,079 (70.3) | 122 (78.2) | 0.038 | 0.182 | 0.039 |
Negative | 490 (29.0) | 456 (29.7) | 34 (21.8) | |||
c-Erb B2 |
||||||
Negative | 995 (59.3) | 900 (59.1) | 95 (60.9) | 0.002 | 0.369 | 0.116 |
Equivocal | 162 (9.7) | 159 (10.5) | 3 (1.9) | |||
Positive | 521 (31.1) | 463 (30.4) | 58 (37.2) | |||
Luminal type |
||||||
Luminal | 1,201 (71.2) | 1,079 (70.5) | 122 (78.2) | 0.042 | ||
Non-luminal | 486 (28.8) | 452 (29.5) | 34 (21.8) | |||
p53 |
||||||
0/1+/2+ | 1,249 (80.1) | 1,131 (80.0) | 118 (80.8) | 0.810 | 0.021 | 0.001 |
3+ | 311 (19.9) | 283 (20.0) | 28 (19.2) |
ALND | SNB | Total | |
---|---|---|---|
Local only | 18 (7.3) | 1 (8.3) | 19 (7.4) |
Local+regional | 9 (3.7) | - | 9 (3.5) |
Local+distant | 5 (2.0) | - | 5 (2.0) |
Regional only | 20 (8.2) | 3 (25) | 23 (9.0) |
Regional+distant | 41 (16.8) | 1 (8.3) | 42 (16.4) |
Distant only | 135 (55.3) | 7 (58.4) | 142 (55.5) |
Local+regional+distant | 16 (6.6) | - | 16 (6.2) |
Total | 244 (100) | 12 (100) | 256 (100) |
Variable | LRRFS |
DMFS |
||||||
---|---|---|---|---|---|---|---|---|
Univariate |
Multivariate |
Univariate |
Multivariate |
|||||
HR | p-value | HR | p-value | HR | p-value | HR | p-value | |
Age | 0.972 | 0.007 | 0.975 | 0.014 | 0.994 | 0.406 | - | - |
BMI | 0.978 | 0.445 | - | - | 1.050 | 0.012 | 1.046 | 0.020 |
No. of tumors | ||||||||
2 (vs. 1) | 0.716 | 0.276 | - | - | 0.639 | 0.057 | - | - |
3 | 1.181 | 0.671 | - | - | 0.707 | 0.337 | - | - |
Location | ||||||||
Central (vs. UOQ/LOQ) | 1.331 | 0.228 | 1.298 | 0.270 | 1.279 | 0.154 | 1.270 | 0.162 |
UIQ/LIQ | 2.051 | 0.001 | 1.850 | 0.006 | 1.495 | 0.023 | 1.502 | 0.022 |
Whole-breast | 1.567 | 0.656 | 0.673 | 0.702 | 5.450 | < 0.001 | 2.621 | 0.031 |
Tumor size | 1.017 | < 0.001 | 1.015 | 0.002 | 1.019 | < 0.001 | 1.017 | < 0.001 |
Harvested LN | 1.015 | 0.225 | - | - | 1.007 | 0.428 | - | - |
Metastatic LN | ||||||||
2 (vs. 1) | 0.995 | 0.981 | - | - | 1.153 | 0.392 | 1.040 | 0.817 |
3 | 1.673 | 0.025 | - | - | 1.876 | < 0.001 | 1.693 | 0.003 |
T category | ||||||||
T 3/4 (vs. T1/2) | 1.498 | 0.185 | - | - | 1.998 | 0.001 | - | - |
N category | ||||||||
N1mi (vs. N1) | 0.364 | 0.314 | - | - | 0.417 | 0.219 | - | - |
Histologic grade | ||||||||
2 (vs. 1) | 2.949 | 0.285 | 3.704 | 0.195 | 2.070 | 0.215 | - | - |
3 | 6.628 | 0.061 | 5.954 | 0.078 | 3.680 | 0.026 | - | - |
Histology | ||||||||
ILC (vs. IDC) | 0.209 | 0.119 | - | - | 0.472 | 0.137 | - | - |
Hormone receptor | ||||||||
Negative (vs. positive) | 1.974 | < 0.001 | - | - | 1.588 | 0.001 | 1.562 | 0.002 |
c-Erb B2 | ||||||||
Equivocal (vs. negative) | 1.297 | 0.383 | - | - | 1.644 | 0.017 | - | - |
Positive | 1.317 | 0.176 | - | - | 1.404 | 0.028 | - | - |
Luminal type | ||||||||
Non-luminal (vs. luminal) | 1.988 | < 0.001 | - | - | 1.600 | 0.001 | - | - |
p53 | ||||||||
3+ | 1.847 | 0.005 | - | - | 1.392 | 0.063 | - | - |
Chemotherapy | ||||||||
Taxane-based | 0.863 | 0.759 | - | - | 0.746 | 0.420 | 0.765 | 0.463 |
Others | 1.337 | 0.530 | - | - | 1.403 | 0.325 | 1.443 | 0.287 |
Radiotherapy | ||||||||
Yes | 1.147 | 0.666 | - | - | 1.912 | 0.001 | - | - |
Hormone therapy | ||||||||
Yes | 0.450 | < 0.001 | 0.522 | 0.002 | 0.696 | 0.015 | - | - |
Target agent | ||||||||
Yes | 0.790 | 0.573 | - | - | 0.980 | 0.944 | - | - |
Variable | DFS |
OS |
||||||
---|---|---|---|---|---|---|---|---|
Univariate |
Multivariate |
Univariate |
Multivariate |
|||||
HR | p-value | HR | p-value | HR | p-value | HR | p-value | |
Age | 0.988 | 0.080 | - | - | 1.001 | 0.849 | - | - |
BMI | 1.030 | 0.103 | - | - | 1.054 | 0.004 | 1.050 | 0.007 |
No. of tumors | ||||||||
2 (vs. 1) | 0.583 | 0.014 | - | - | 0.554 | 0.014 | - | - |
3 | 0.933 | 0.809 | - | - | 1.026 | 0.929 | - | - |
Location | ||||||||
Central (vs. UOQ/LOQ) | 1.219 | 0.202 | 1.216 | 0.206 | 1.316 | 0.083 | 1.343 | 0.061 |
UIQ/LIQ | 1.498 | 0.010 | 1.505 | 0.009 | 1.382 | 0.057 | 1.442 | 0.032 |
Whole-breast | 4.984 | < 0.001 | 2.269 | 0.046 | 8.403 | < 0.001 | 4.072 | < 0.001 |
Tumor size | 1.018 | < 0.001 | 1.015 | < 0.001 | 1.018 | < 0.001 | 1.012 | 0.000 |
Harvested LN | 1.009 | 0.271 | - | - | 1.006 | 0.471 | - | - |
Metastatic LN | ||||||||
2 (vs. 1) | 1.211 | 0.193 | 1.121 | 0.445 | 1.252 | 0.146 | 1.144 | 0.393 |
3 | 1.824 | - | - | 0.002 | 2.029 | < 0.001 | 1.898 | < 0.001 |
T category | ||||||||
T 3/4 (vs. T1/2) | 1.794 | 0.002 | - | - | 2.240 | < 0.001 | - | - |
N category | ||||||||
N1mi (vs. N1) | 0.481 | 0.208 | - | - | 0.131 | 0.152 | - | - |
Histologic grade | ||||||||
2 (vs. 1) | 2.568 | 0.107 | 2.249 | 0.112 | 1.690 | 0.305 | 1.602 | 0.306 |
3 | 4.694 | 0.008 | 3.119 | 0.027 | 3.347 | 0.017 | 2.266 | 0.078 |
Histology | ||||||||
ILC (vs. IDC) | 0.369 | 0.048 | - | - | 0.561 | 0.201 | - | - |
Hormone receptor | ||||||||
Negative (vs. positive) | 1.713 | < 0.001 | 1.443 | 0.010 | 1.998 | < 0.001 | 1.612 | 0.001 |
c-Erb B2 | ||||||||
Equivocal (vs. negative) | 1.624 | 0.010 | - | - | 1.594 | 0.016 | - | - |
Positive | 1.365 | 0.024 | - | - | 1.560 | 0.002 | - | - |
Luminal type | ||||||||
Non-luminal (vs. luminal) | 1.726 | < 0.001 | - | - | 1.995 | < 0.001 | - | - |
p53 | ||||||||
Strong | 1.570 | 0.003 | - | - | 1.643 | 0.002 | - | - |
Chemotherapy | ||||||||
Taxane-based | 0.597 | 0.082 | 0.617 | 0.105 | 0.272 | < 0.001 | 0.287 | < 0.001 |
Others | 1.108 | 0.712 | 1.159 | 0.597 | 0.539 | 0.007 | 0.562 | 0.012 |
Radiotherapy | ||||||||
Yes | 1.685 | 0.005 | - | - | 2.108 | < 0.001 | - | - |
Hormone therapy | ||||||||
Yes | 0.611 | < 0.001 | - | - | 0.531 | < 0.001 | - | - |
Target agent | ||||||||
Yes | 0.896 | 0.680 | - | - | 0.673 | 0.201 | - | - |
Outcome | HR |
95% CI | p-value |
---|---|---|---|
Overall survival (event=237/1,697) | |||
Univariate | 0.457 | 0.225-0.926 | 0.030 |
Multivariable adjusted | 0.675 | 0.330-1.380 | 0.281 |
IPTW method |
0.537 | 0.212-1.356 | 0.188 |
IPTW and adjusted by covariates |
0.566 | 0.219-1.464 | 0.240 |
Locoregional recurrence-free survival | |||
Univariate | 0.499 | 0.203-1.224 | 0.129 |
Multivariable adjusted | 0.624 | 0.254-1.537 | 0.306 |
IPTW method |
0.698 | 0.248-1.967 | 0.497 |
IPTW and adjusted by covariates |
0.775 | 0.251-2.394 | 0.658 |
Distant metastasis-free survival | |||
Univariate | 0.444 | 0.219-0.901 | 0.025 |
Multivariable adjusted | 0.622 | 0.304-1.275 | 0.195 |
IPTW method |
0.346 | 0.124-0.965 | 0.043 |
IPTW and adjusted by covariates |
0.374 | 0.131-1.063 | 0.065 |
Disease-free survival | |||
Univariate | 0.530 | 0.297-0.947 | 0.032 |
Multivariable adjusted | 0.752 | 0.417-1.357 | 0.344 |
IPTW method |
0.552 | 0.254-1.200 | 0.134 |
IPTW and adjusted by covariates |
0.619 | 0.327-1.172 | 0.141 |
Values are presented as mean or number (%). ALND, axillary lymph node dissection; SNB, sentinel node biopsy; SDM, standardized difference of means; BMI, body-mass index; IDC, invasive ductal carcinoma; ILC, invasive lobular carcinoma; UOQ, upper outer quadrant; LOQ, lower outer quadrant; UIQ, upper inner quadrant; LIQ, lower inner quadrant; LN, lymph node. A total of 14 cases had unknown location, A total of 86 cases had unknown histologic grade, A total of 6 cases had unknown hormone receptor status, A total of 19 cases had unknown c-Erb B2, A total of 10 cases had unknown luminal type, A total of 137 cases had unknown p53.
Values are presented as number (%). ALND, axillary lymph node dissection; SNB, sentinel node biopsy.
LRRFS, locoregional recurrence-free survival; DMFS, distant metastasis-free survival; HR, hazard ratio; BMI, body mass index; UOQ, upper outer quadrant; LOQ, lower outer quadrant; UIQ, upper inner quadrant; LIQ, lower inner quadrant; LN, lymph node; ILC, invasive lobular carcinoma; IDC, invasive ductal carcinoma.
DFS, disease-free survival; OS, overall survival; HR, hazard ratio; BMI, body mass index; UOQ, upper outer quadrant; LOQ, lower outer quadrant; UIQ, upper inner quadrant; LIQ, lower inner quadrant; LN, lymph node; ILC, invasive lobular carcinoma; IDC, invasive ductal carcinoma.
CI, confidence interval. Hazard ratio (HR): comparison of the sentinel node biopsy group vs. the axillary node dissection group, Inverse-probability-of-treatment weighted (IPTW) method, Adjusted for postoperatively determined covariates (harvested lymph nodes, N category, radiotherapy, hormone therapy, and target agents).