1Department of Radiation Oncology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
2Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
3Department of Radiation Oncology, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea
4Department of Radiation Oncology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
5Department of Radiation Oncology, Dongsan Medical Center, Keimyung University School of Medicine, Daegu, Korea
6Department of Radiation Oncology, Proton Therapy Center, National Cancer Center, Goyang, Korea
7Department of Radiation Oncology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea
8Department of Radiation Oncology, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Suwon, Korea
9Department of Radiation Oncology, Chonnam National University Hwasun Hospital, Chonnam National University Medical School, Hwasun, Korea
10Department of Radiation Oncology, Ewha Womans University Mokdong Hospital, Ewha Womans University College of Medicine, Seoul, Korea
11Department of Radiation Oncology, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, Korea
12Department of Radiation Oncology, Chungnam National University Hospital, Chungnam National University College of Medicine, Daejeon, Korea
13Department of Radiation Oncology, Hanyang University Hospital, Hanyang University College of Medicine, Seoul, Korea
14Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Korea
Copyright © 2025 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
The institutional review board of each institution approved this study (approval number: H-2212-115-1389 at Seoul National University Hospital), and waived the requirement for obtaining informed consent.
Author Contributions
Conceived and designed the analysis: Lee SM, Jang BS, Shin KH.
Collected the data: Lee SM, Park W, Kim YB, Song JH, Kim JH, Kim TH, Kim IA, Lee JH, Ahn SJ, Kim K, Chang AR, Kwon J, Park HJ, Shin KH.
Contributed data or analysis tools: Lee SM, Shin KH.
Performed the analysis: Lee SM, Jang BS.
Wrote the paper: Lee SM, Jang BS, Park W, Kim YB, Song JH, Kim JH, Kim TH, Kim IA, Lee JH, Ahn SJ, Kim K, Chang AR, Kwon J, Park HJ, Shin KH.
Conflicts of Interest
Conflict of interest relevant to this article was not reported.
Values are presented as number (%) unless otherwise indicated. BCS, breast-conserving surgery; ER, estrogen receptor; HER-2, human epidermal growth factor receptor 2; IQR, interquartile range; pN, pathologic N stage; PR, progesterone receptor; TM, total mastectomy; TNBC, triple-negative breast cancer.
No. | Age (yr) | Laterality | Tumor size (cm) | pN | HG | RM | Surgery | E/P/H | Ki-67 (%) | Adjuvant treatment | Recurred site | Time to LR (mo) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 74 | Right | 2.2 | 0 | Int | - | BCS+SLNB | –/–/– | 20 | CTx+RT | Tumor bed | 32.7 | |
50.4 Gy/28 fx (PBI) | |||||||||||||
2 | 64 | Left | 4.0 | 0 | Low | + | BCS+ALND | –/–/– | 8 | CTx+RT | Tumor bed → distant LN | 35.8 | |
61.6 (50.4) Gy/28 fxa) | |||||||||||||
3 | 64 | Left | 3.0 | 0 | Low | Close | BCS+ALND | –/–/– | 8 | CTx+RT | Tumor bed → axilla → distant LN, lung | 36.4 | |
50.4 Gy/28 fx | |||||||||||||
4 | 74 | Left | 3.6 | 0 | Int | + | TM+SLNB | –/–/– | 44 | RT (+RNI) | Elsewhere breast, axilla | 47.9 | |
40.05 Gy/15 fx | |||||||||||||
5 | 48 | Right | 4.5 | 0 | High | - | TM+ALND | –/–/– | 3 | CTx | Tumor bed | 44.5 |
ALND, axillary lymph node dissection; BCS, breast-conserving surgery; CTx, chemotherapy; E, estrogen receptor; fx, fraction; H, human epidermal growth factor receptor 2; HG, histologic grade; Int, intermediate; LN, lymph node; LR, local recurrence; P, progesterone receptor; PBI, partial breast irradiation; pN, pathologic N stage; RM, resection margin; RNI, regional nodal irradiation covering axillary and supraclavicular lymph nodes; RT, radiation therapy; SLNB, sentinel lymph node biopsy; TM, total mastectomy.
a) This refers to the tumor bed dose and the breast dose, which were delivered using the simultaneous integrated boost technique.
Variable |
LRFS |
PFS |
||||||
---|---|---|---|---|---|---|---|---|
Univariate |
Multivariate |
Univariate |
Multivariate |
|||||
HR (95% CI) | p-value | HR (95% CI) | p-value | HR (95% CI) | p-value | HR (95% CI) | p-value | |
Age < 50 yr | 0.76 (0.16-3.59) | 0.730 | - | - | 0.76 (0.21-2.70) | 0.672 | - | - |
HG 3 | 19.8 (3.59-108.93) | 0.001 | 21.0 (3.28-135.17) | 0.001 | 9.43 (2.02-44.03) | 0.004 | 16.4 (3.09-86.87) | 0.001 |
Tumor size > 2 cm | 3.07 (0.65-14.52) | 0.157 | - | - | 1.41 (0.48-4.13) | 0.533 | - | - |
pN+ | 9.94 (1.97-50.00) | 0.005 | 12.71 (2.30-70.28) | 0.004 | 14.59 (3.62-58.85) | 0.001 | 8.49 (1.79-40.34) | 0.007 |
Ki-67 ≥ 14% | 2.50 (0.72-8.63) | 0.148 | - | - | 3.31 (1.15-9.55) | 0.027 | 2.75 (0.81-9.31) | 0.705 |
Close or involved RM | 3.10 (0.89-10.76) | 0.075 | - | - | 1.58 (0.53-4.71) | 0.415 | - | - |
LVSIa) | 5.23 (3.10-24.83) | 0.037 | - | - | 6.61 (1.83-23.88) | 0.004 | - | - |
PNIa) | 5.31 (1.01-27.95) | 0.049 | - | - | 2.61 (0.55-12.32) | 0.227 | - | - |
BCS (vs. TM) | 1.04 (0.22-4.89) | 0.964 | - | - | 1.41 (0.77-2.58) | 0.261 | - | - |
PORT | 1.04 (0.22-4.95) | 0.952 | - | - | 0.69 (0.22-2.17) | 0.525 | - | - |
PBI (vs. WBI) | 2.76 (0.33-23.02) | 0.348 | - | - | 1.52 (0.19-11.94) | 0.689 | - | - |
Chemotherapy | 2.12 (0.60-7.52) | 0.246 | - | - | 1.80 (0.65-4.98) | 0.260 | - | - |
ER/PR positive | N/A | 1.000 | - | - | N/A | 1.000 | - | - |
BCS, breast-conserving surgery; CI, confidence interval; ER, estrogen receptor; HG, histologic grade; HR, hazard ratio; LRFS, locoregional recurrence-free survival; LVSI, lymphovascular invasion; N/A, not available; PBI, partial breast irradiation; PFS, progression-free survival; PNI, perineural invasion; PORT, post-operative radiation therapy; PR, progesterone receptor; RM, resection margin; TM, total mastectomy; WBI, whole breast or chest wall irradiation.
a) These factors were excluded in the multivariate analysis for LRFS and PFS due to multicollinearity.
Variable | Total (n=93) | TM (n=18) | BCS (n=75) | p-value |
---|---|---|---|---|
Age (yr), median (range) | 57 (21-84) | 58 (37-84) | 57 (21-93) | 0.687 |
Clinical T category | ||||
1 | 39 (41.9) | 2 (11.1) | 37 (49.3) | < 0.001 |
2 | 51 (54.8) | 13 (72.2) | 38 (50.7) | |
3 | 2 (2.2) | 2 (11.1) | 0 | |
4 | 1 (1.1) | 1 (5.6) | 0 | |
Clinical N category | ||||
0 | 87 (93.6) | 17 (94.4) | 70 (93.3) | 0.863 |
1 | 6 (6.4) | 1 (5.6) | 5 (6.7) | |
Histologic grade | ||||
1 | 32 (40.0) | 1 (7.1) | 31 (47.0) | 0.021 |
2 | 45 (56.3) | 12 (85.8) | 33 (50.0) | |
3 | 3 (3.7) | 1 (7.1) | 2 (3.0) | |
Unknown | 13 | 4 | 9 | |
Molecular markers | ||||
ER+ or PR+ | 14 (15.1) | 0 | 14 (18.7) | 0.117 |
HER-2 enriched | 1 (1.1) | 0 | 1 (1.3) | |
TNBC | 78 (83.8) | 18 (100) | 60 (80.0) | |
Ki-67 (%), mean (IQR) | 13.4 (5-20) | 13.9 (3-20) | 13.2 (5-19) | 0.847 |
Tumor size (cm), mean (range) | 2.4 (0.4-9) | 3.4 (0.9-9) | 2.2 (0.4-5) | < 0.001 |
Tumor size (cm) | ||||
> 2 | 38 (50.7) | 3 (16.7) | 35 (46.7) | 0.020 |
≤ 2 | 55 (49.3) | 15 (83.3) | 40 (53.3) | |
Metastatic lymph nodes | ||||
pN0 | 88 (94.6) | 16 (88.9) | 72 (96.0) | 0.230 |
pN+ | 5 (5.4) | 2 (11.1) | 3 (4.0) | |
Resection margin | ||||
Clear | 68 (74.7) | 11 (68.8) | 57 (76.0) | 0.818 |
≤ 1 mm | 19 (20.9) | 4 (25.0) | 15 (20.0) | |
Involved | 4 (4.4) | 1 (6.3) | 3 (4.0) | |
Unknown | 2 | 2 | 0 | |
Lymphovascular invasion | ||||
Absent | 83 (94.3) | 17 (94.4) | 66 (94.3) | 0.979 |
Present | 5 (5.7) | 1 (5.6) | 4 (5.7) | |
Unknown | 5 | 0 | 5 | |
Perineural invasion | ||||
Absent | 53 (89.8) | 11 (84.6) | 42 (91.3) | 0.481 |
Present | 6 (10.2) | 2 (15.4) | 4 (8.7) | |
Unknown | 34 | 5 | 29 | |
Type of axillary surgery | ||||
Sentinel lymph node biopsy | 79 (85.0) | 12 (66.7) | 67 (89.3) | 0.124 |
Axillary lymph node dissection | 12 (12.9) | 4 (22.2) | 8 (10.7) | |
Not done | 2 (2.1) | 2 (11.1) | 0 | |
Chemotherapy | ||||
Yes | 39 (41.9) | 7 (38.9) | 32 (42.7) | 0.771 |
No | 54 (58.1) | 11 (61.1) | 43 (57.3) | |
Hormone therapy | ||||
Yes | 16 (17.2) | 0 | 16 (16.1) | 0.031 |
No | 77 (82.8) | 18 (100) | 59 (83.9) | |
Post-operative radiation therapy | ||||
Yes | 76 (81.7) | 5 (28.8) | 71 (94.7) | < 0.001 |
No | 17 (18.3) | 13 (71.2) | 4 (5.3) |
Variable | LR (n=5) |
RR (n=2) |
DM (n=12) |
|||
---|---|---|---|---|---|---|
No. (%) | p-value | No. (%) | p-value | No. (%) | p-value | |
Surgery | ||||||
BCS (n=75) | 3 (4.0) | 0.249 | 1 (1.3) | 0.307 | 9 (12.0) | 0.598 |
TM (n=18) | 2 (11.1) | 1 (5.6) | 3 (16.7) | |||
PORT | ||||||
No (n=17) | 1 (5.9) | 0.919 | 0 | > 0.99 | 3 (17.7) | 0.522 |
Yes (n=76) | 4 (5.3) | 2 (2.6) | 9 (11.8) | |||
PBI (n=7) | 1 (14.3) | 0.291 | 0 | > 0.99 | 0 | > 0.99 |
WBI (n=69) | 3 (4.4) | 2 (2.9) | 9 (13.0) | |||
Adjuvant chemotherapy | ||||||
No (n=55) | 2 (3.6) | 0.382 | 1 (1.8) | 0.792 | 6 (10.9) | 0.492 |
Yes (n=38) | 3 (7.9) | 1 (2.6) | 6 (15.8) | |||
Treatment modality | ||||||
BCS only (n=4) | 0 | 0.337 | 0 | 0.218 | 1 (25.0) | 0.514 |
BCS+RT (n=71) | 3 (4.2) | 1 (1.4) | 8 (11.3) | |||
TM only (n=13) | 1 (7.7) | 0 | 2 (15.4) | |||
TM+RT (n=5) | 1 (20.0) | 1 (20.0) | 1 (20.0) |
No. | Age (yr) | Laterality | Tumor size (cm) | pN | HG | RM | Surgery | E/P/H | Ki-67 (%) | Adjuvant treatment | Recurred site | Time to LR (mo) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 74 | Right | 2.2 | 0 | Int | - | BCS+SLNB | –/–/– | 20 | CTx+RT | Tumor bed | 32.7 | |
50.4 Gy/28 fx (PBI) | |||||||||||||
2 | 64 | Left | 4.0 | 0 | Low | + | BCS+ALND | –/–/– | 8 | CTx+RT | Tumor bed → distant LN | 35.8 | |
61.6 (50.4) Gy/28 fx |
|||||||||||||
3 | 64 | Left | 3.0 | 0 | Low | Close | BCS+ALND | –/–/– | 8 | CTx+RT | Tumor bed → axilla → distant LN, lung | 36.4 | |
50.4 Gy/28 fx | |||||||||||||
4 | 74 | Left | 3.6 | 0 | Int | + | TM+SLNB | –/–/– | 44 | RT (+RNI) | Elsewhere breast, axilla | 47.9 | |
40.05 Gy/15 fx | |||||||||||||
5 | 48 | Right | 4.5 | 0 | High | - | TM+ALND | –/–/– | 3 | CTx | Tumor bed | 44.5 |
Variable | LRFS |
PFS |
||||||
---|---|---|---|---|---|---|---|---|
Univariate |
Multivariate |
Univariate |
Multivariate |
|||||
HR (95% CI) | p-value | HR (95% CI) | p-value | HR (95% CI) | p-value | HR (95% CI) | p-value | |
Age < 50 yr | 0.76 (0.16-3.59) | 0.730 | - | - | 0.76 (0.21-2.70) | 0.672 | - | - |
HG 3 | 19.8 (3.59-108.93) | 0.001 | 21.0 (3.28-135.17) | 0.001 | 9.43 (2.02-44.03) | 0.004 | 16.4 (3.09-86.87) | 0.001 |
Tumor size > 2 cm | 3.07 (0.65-14.52) | 0.157 | - | - | 1.41 (0.48-4.13) | 0.533 | - | - |
pN+ | 9.94 (1.97-50.00) | 0.005 | 12.71 (2.30-70.28) | 0.004 | 14.59 (3.62-58.85) | 0.001 | 8.49 (1.79-40.34) | 0.007 |
Ki-67 ≥ 14% | 2.50 (0.72-8.63) | 0.148 | - | - | 3.31 (1.15-9.55) | 0.027 | 2.75 (0.81-9.31) | 0.705 |
Close or involved RM | 3.10 (0.89-10.76) | 0.075 | - | - | 1.58 (0.53-4.71) | 0.415 | - | - |
LVSI |
5.23 (3.10-24.83) | 0.037 | - | - | 6.61 (1.83-23.88) | 0.004 | - | - |
PNI |
5.31 (1.01-27.95) | 0.049 | - | - | 2.61 (0.55-12.32) | 0.227 | - | - |
BCS (vs. TM) | 1.04 (0.22-4.89) | 0.964 | - | - | 1.41 (0.77-2.58) | 0.261 | - | - |
PORT | 1.04 (0.22-4.95) | 0.952 | - | - | 0.69 (0.22-2.17) | 0.525 | - | - |
PBI (vs. WBI) | 2.76 (0.33-23.02) | 0.348 | - | - | 1.52 (0.19-11.94) | 0.689 | - | - |
Chemotherapy | 2.12 (0.60-7.52) | 0.246 | - | - | 1.80 (0.65-4.98) | 0.260 | - | - |
ER/PR positive | N/A | 1.000 | - | - | N/A | 1.000 | - | - |
Values are presented as number (%) unless otherwise indicated. BCS, breast-conserving surgery; ER, estrogen receptor; HER-2, human epidermal growth factor receptor 2; IQR, interquartile range; pN, pathologic N stage; PR, progesterone receptor; TM, total mastectomy; TNBC, triple-negative breast cancer.
BCS, breast-conserving surgery; DM, distant metastasis; LR, local recurrence; PBI, partial breast irradiation; PORT, post-operative radiation therapy; RR, regional recurrence; RT, radiation therapy; TM, total mastectomy; WBI, whole breast or chest wall irradiation.
ALND, axillary lymph node dissection; BCS, breast-conserving surgery; CTx, chemotherapy; E, estrogen receptor; fx, fraction; H, human epidermal growth factor receptor 2; HG, histologic grade; Int, intermediate; LN, lymph node; LR, local recurrence; P, progesterone receptor; PBI, partial breast irradiation; pN, pathologic N stage; RM, resection margin; RNI, regional nodal irradiation covering axillary and supraclavicular lymph nodes; RT, radiation therapy; SLNB, sentinel lymph node biopsy; TM, total mastectomy. This refers to the tumor bed dose and the breast dose, which were delivered using the simultaneous integrated boost technique.
BCS, breast-conserving surgery; CI, confidence interval; ER, estrogen receptor; HG, histologic grade; HR, hazard ratio; LRFS, locoregional recurrence-free survival; LVSI, lymphovascular invasion; N/A, not available; PBI, partial breast irradiation; PFS, progression-free survival; PNI, perineural invasion; PORT, post-operative radiation therapy; PR, progesterone receptor; RM, resection margin; TM, total mastectomy; WBI, whole breast or chest wall irradiation. These factors were excluded in the multivariate analysis for LRFS and PFS due to multicollinearity.