1Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
2Proton Therapy Center, National Cancer Center, Goyang, Korea
3Department of Radiation Oncology, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea
4Department of Radiation Oncology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
5Department of Radiation Oncology, Chungnam National University College of Medicine, Daejeon, Korea
6Department of Radiation Oncology, Ewha Womans University College of Medicine, Seoul, Korea
7Department of Radiation Oncology, Wonju Severance Christian Hospital, Yonsei University Wonju College of Medicine, Wonju, Korea
8Department of Radiation Oncology, Incheon St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Incheon, Korea
9Department of Radiation Oncology, Soonchunhyang University Hospital, Cheonan, Korea
10Department of Radiation Oncology, Konyang University College of Medicine, Daejeon, Korea
11Department of Radiation Oncology, Yeungnam University Medical Center, Yeungnam University College of Medicine, Daegu, Korea
12Department of Radiation Oncology, Dongsan Medical Center, Keimyung University School of Medicine, Daegu, Korea
13Department of Radiation Oncology, CHA Ilsan Medical Center, CHA University School of Medicine, Goyang, Korea
14Department of Radiation Oncology, Seoul National University College of Medicine, Seoul, Korea
Copyright © 2022 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 study protocol was approved by the institutional review boards of 15 centers, which waived the requirement for informed consent.
Author Contributions
Conceived and designed the analysis: Kim SS.
Collected the data: Kim YJ (Yeon Joo Kim), Kim YJ (Yeon-Joo Kim), Kim YB, Lee IJ, Kwon J, Kim K, Cha J, Kim M, Jo IY, Kim JH, Park J, Kim JH, Kim J, Shin KH.
Contributed data or analysis tools: Kim YJ (Yeon Joo Kim), Kim YJ (Yeon-Joo Kim), Kim YB, Lee IJ, Kwon J, Kim K, Cha J, Kim M, Jo IY, Kim JH, Park J, Kim JH, Kim J, Shin KH.
Performed the analysis: Kim YJ (Yeon Joo Kim).
Wrote the paper: Kim YJ (Yeon Joo Kim).
Provided revisions of the paper: Shin KH, Kim SS.
Conflicts of Interest
Conflict of interest relevant to this article was not reported.
Univariate and multivariate analyses of factors predictive of OS and PFS in the overall patient population
Characteristic | OS | PFS | ||||||
---|---|---|---|---|---|---|---|---|
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Univariate | Multivariate | Univariate | Multivariate | |||||
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HR (95% CI) | p-value | HR (95% CI) | p-value | HR (95% CI) | p-value | HR (95% CI) | p-value | |
Age (yr) | ||||||||
| ||||||||
≥ 47 (vs. <47) | 1.08 (0.76–1.53) | 0.677 | - | - | 0.86 (0.69–1.08) | 0.206 | - | - |
| ||||||||
Clinical T category | ||||||||
| ||||||||
T3/4 (vs. T1/2) | 1.80 (1.26–2.57) | 0.001 | 1.83 (1.23–2.71) | 0.003 | 1.76 (1.40–2.21) | < 0.001 | 1.62 (1.26–2.09) | < 0.001 |
| ||||||||
Clinical N category | ||||||||
| ||||||||
N0/1 (vs. N2/3) | 1.03 (0.72–1.47) | 0.859 | - | - | 0.83 (0.65–1.04) | 0.106 | - | - |
| ||||||||
Metastatic site | ||||||||
| ||||||||
Bone and others (vs. bone only) | 1.83 (1.12–3.00) | 0.016 | - | - | 1.82 (1.34–2.47) | < 0.001 | - | - |
| ||||||||
Others (vs. bone only) | 1.35 (0.90–2.03) | 0.142 | - | - | 1.02 (0.79–1.31) | 0.907 | - | - |
| ||||||||
Metastatic burden | ||||||||
| ||||||||
Single (vs. disseminated) | 0.55 (0.35–0.88) | 0.013 | - | - | 0.46 (0.34–0.61) | < 0.001 | - | - |
| ||||||||
Oligo (vs. disseminated) | 0.90 (0.59–1.35) | 0.598 | - | - | 0.60 (0.46–0.78) | < 0.001 | - | - |
| ||||||||
No. of metastases | ||||||||
| ||||||||
>5 (vs. ≤ 5) | 1.49 (1.04–2.14) | 0.032 | 1.53 (1.06–2.23) | 0.025 | 2.00 (1.58–2.52) | < 0.001 | 1.81 (1.41–2.32) | < 0.001 |
| ||||||||
IHC subtypes | ||||||||
| ||||||||
Luminal A (vs. triple-negative) | 0.36 (0.22–0.59) | < 0.001 | 0.25 (0.15–0.41) | < 0.001 | 0.65 (0.46–0.97) | 0.021 | 0.55 (0.38–0.79) | 0.001 |
| ||||||||
Luminal B (vs. triple-negative) | 0.37 (0.21–0.67) | < 0.001 | 0.32 (0.18–0.59) | < 0.001 | 0.76 (0.51–1.14) | 0.186 | 0.65 (0.43–0.99) | 0.045 |
| ||||||||
HER2-enriched (vs. triple-negative) | 0.36 (0.19–0.69) | 0.002 | 0.27 (0.13–0.53) | < 0.001 | 0.63 (0.40–0.99) | 0.045 | 0.52 (0.33–0.82) | 0.005 |
| ||||||||
Chemotherapy | ||||||||
| ||||||||
Preoperative (vs. both) | 0.80 (0.52–1.25) | 0.333 | 1.03 (0.65–1.63) | 0.899 | 0.73 (0.56–0.96) | 0.022 | - | - |
| ||||||||
Postoperative (vs. both) | 1.45 (0.92–2.28) | 0.112 | 2.44 (1.47–4.04) | 0.001 | 0.80 (0.58–1.10) | 0.164 | - | - |
| ||||||||
None (vs. both) | 1.02 (0.45–2.30) | 0.962 | 1.59 (0.69–3.63) | 0.277 | 1.01 (0.62–1.63) | 0.977 | - | - |
| ||||||||
Type of PTR | ||||||||
| ||||||||
Mastectomy (vs. breast-conserving) | 1.72 (1.14–2.61) | 0.011 | 1.52 (0.97–2.39) | 0.685 | 1.66 (1.28–2.15) | < 0.001 | 1.24 (0.92–1.67) | 0.159 |
| ||||||||
Radiotherapy | ||||||||
| ||||||||
No PORT (vs. PORT) | 0.67 (0.47–0.95) | 0.024 | - | - | 0.52 (0.41–0.65) | < 0.001 | 0.64 (0.50–0.82) | < 0.001 |
| ||||||||
Interventions to all metastases | ||||||||
| ||||||||
Yes (vs. no) | 0.86 (0.58–1.27) | 0.442 | - | - | 0.68 (0.52–0.88) | 0.004 | - | - |
CI, confidence interval; HER2, human epidermal growth factor 2; HR, hazard ratio; IHC, immunohistochemistry; OS, overall survival; PFS, progression-free survival; PORT, postoperative radiotherapy; PTR, primary tumor resection.
Univariate and multivariate analyses of factors predictive of OS and PFS among patients with clinical T1/2 category disease excluding those with triple-negative molecular subtypes (n=193)
Characteristic | OS | 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 (yr) | ||||||||
| ||||||||
≥ 47 (vs. < 47) | 0.83 (0.45–1.52) | 0.540 | - | - | 0.71 (0.50–1.02) | 0.637 | 0.72 (0.50–1.04) | 0.078 |
| ||||||||
Clinical N category | ||||||||
| ||||||||
N0/1 (vs. N2/3) | 1.23 (0.67–2.28) | 0.504 | - | - | 1.00 (0.69–1.43) | 0.988 | - | - |
| ||||||||
Metastatic site | ||||||||
| ||||||||
Bone and others (vs. bone only) | 0.86 (0.29–2.52) | 0.780 | - | - | 1.37 (0.79–2.40) | 0.266 | - | - |
| ||||||||
Others (vs. bone only) | 0.97 (0.51–1.83) | 0.920 | - | - | 0.92 (0.63–1.36) | 0.690 | - | - |
| ||||||||
Metastatic burden | ||||||||
| ||||||||
Single (vs. disseminated) | 0.48 (0.21–1.08) | 0.076 | 0.54 (0.24–1.24) | 0.148 | 0.51 (0.33–0.81) | 0.004 | - | - |
| ||||||||
Oligo (vs. disseminated) | 0.99 (0.48–2.04) | 0.974 | 1.16 (0.55–2.47) | 0.691 | 0.65 (0.41–1.01) | 0.053 | - | - |
| ||||||||
No. of metastases | ||||||||
| ||||||||
> 5 (vs. ≤ 5) | 1.25 (0.66–2.39) | 0.493 | - | - | 1.75 (1.20–2.54) | 0.004 | 1.63 (1.11–2.40) | 0.013 |
| ||||||||
IHC subtypes | ||||||||
| ||||||||
Luminal A (vs. HER2-enriched) | 0.95 (0.41–2.19) | 0.896 | 1.11 (0.53–2.30) | 0.790 | 1.07 (0.63–1.81) | 0.810 | - | - |
| ||||||||
Luminal B (vs. HER2-enriched) | 1.04 (0.39–2.73) | 0.945 | 1.06 (0.44–2.51) | 0.903 | 1.18 (0.65–2.15) | 0.590 | - | - |
| ||||||||
Chemotherapy | ||||||||
| ||||||||
Preoperative (vs. both) | 1.36 (0.49–3.74) | 0.555 | - | - | 0.71 (0.44–1.14) | 0.158 | - | - |
| ||||||||
Postoperative (vs. both) | 2.43 (0.90–6.54) | 0.080 | - | - | 0.71 (0.42–1.18) | 0.898 | - | - |
| ||||||||
None (vs. both) | 2.03 (0.54–7.57) | 0.292 | - | - | 0.96 (0.48–1.90) | 0.182 | - | - |
| ||||||||
Type of PTR | ||||||||
| ||||||||
Mastectomy (vs. breast-conserving) | 1.65 (0.88–3.10) | 0.121 | - | - | 1.64 (1.13–2.36) | 0.009 | 1.46 (1.00–2.14) | 0.053 |
| ||||||||
Radiotherapy | ||||||||
| ||||||||
No PORT (vs. PORT) | 0.59 (0.32–1.07) | 0.084 | 0.59 (0.31–1.10) | 0.096 | 0.46 (0.32–0.67) < | 0.001 | 0.57 (0.39–0.83) | 0.004 |
| ||||||||
Interventions to all metastases | ||||||||
| ||||||||
Yes (vs. no) | 0.76 (0.39–1.49) | 0.422 | - | - | 0.76 (0.52–1.11) | 0.156 | - | - |
CI, confidence interval; HER2, human epidermal growth factor 2; HR, hazard ratio; IHC, immunohistochemistry; OS, overall survival; PFS, progression-free survival; PORT, postoperative radiotherapy; PTR, primary tumor resection.
Univariate and multivariate analyses of factors predictive of OS and PFS among patients with clinical T3/4 category excluding those with triple-negative immunohistochemistry subtypes (n=171)
Characteristic | OS | 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 (yr) | ||||||||
| ||||||||
≥ 47 (vs. < 47) | 1.21 (0.73–2.03) | 0.463 | - | - | 1.06 (0.76–1.49) | 0.733 | - | - |
| ||||||||
Clinical N category | ||||||||
| ||||||||
N0/1 (vs. N2/3) | 1.28 (0.75–2.20) | 0.362 | - | - | 1.06 (0.73–1.54) | 0.762 | - | - |
| ||||||||
Metastatic site | ||||||||
| ||||||||
Bone and others (vs. bone only) | 2.67 (1.29–5.52) | 0.008 | 2.67 (1.29–5.52) | 0.008 | 1.69 (1.09–2.62) | 0.020 | - | - |
| ||||||||
Others (vs. bone only) | 1.97 (1.00–3.88) | 0.049 | 1.97 (1.00–3.88) | 0.049 | 1.00 (0.66–1.50) | 0.988 | - | - |
| ||||||||
Metastatic burden | ||||||||
| ||||||||
Single (vs. disseminated) | 0.64 (0.32–1.28) | 0.210 | - | - | 0.43 (0.27–0.67) | < 0.001 | - | - |
| ||||||||
Oligo (vs. disseminated) | 0.89 (0.50–1.60) | 0.701 | - | - | 0.58 (0.40–0.86) | 0.006 | - | - |
| ||||||||
No. of metastases | ||||||||
| ||||||||
> 5 (vs. ≤ 5) | 1.43 (0.85–2.41) | 0.179 | - | - | 2.06 (1.46–2.92) | < 0.001 | 1.76 (1.23–2.56) | 0.003 |
| ||||||||
IHC subtypes | ||||||||
| ||||||||
Luminal A (vs. HER2-enriched) | 1.13 (0.52–2.43) | 0.759 | - | - | 1.08 (0.67–1.76) | 0.746 | - | - |
| ||||||||
Luminal B (vs. HER2-enriched) | 1.15 (0.48–2.75) | 0.748 | - | - | 1.30 (0.76–2.24) | 0.337 | - | - |
| ||||||||
Chemotherapy | ||||||||
| ||||||||
Preoperative (vs. both) | 1.07 (0.59–1.94) | 0.824 | - | - | 0.91 (0.63–1.32) | 0.616 | - | - |
| ||||||||
Postoperative (vs. both) | 1.77 (0.86–3.63) | 0.120 | - | - | 1.14 (0.66–1.94) | 0.644 | - | - |
| ||||||||
None (vs. both) | 1.88 (0.56–6.37) | 0.309 | - | - | 1.44 (0.62–3.35) | 0.402 | - | - |
| ||||||||
Type of PTR | ||||||||
| ||||||||
Mastectomy (vs. breast-conserving) | 1.25 (0.56–2.79) | 0.582 | - | - | 1.32 (0.76–2.30) | 0.329 | - | - |
| ||||||||
Radiotherapy | ||||||||
| ||||||||
No PORT (vs. PORT) | 0.95 (0.56–1.61) | 0.860 | - | - | 0.55 (0.39–0.77) | < 0.001 | 0.66 (0.46–0.97) | 0.032 |
| ||||||||
Interventions to all metastases | ||||||||
| ||||||||
Yes (vs. no) | 1.06 (0.58–1.94) | 0.839 | - | - | 0.61 (0.39–0.95) | 0.030 | - | - |
CI, confidence interval; HER2, human epidermal growth factor 2; HR, hazard ratio; IHC, immunohistochemistry; OS, overall survival; PFS, progression-free survival; PORT, postoperative radiotherapy; PTR, primary tumor resection.
CI, confidence interval; HER2, human epidermal growth factor 2; HR, hazard ratio; IHC, immunohistochemistry; OS, overall survival; PFS, progression-free survival; PORT, postoperative radiotherapy; PTR, primary tumor resection.
CI, confidence interval; HER2, human epidermal growth factor 2; HR, hazard ratio; IHC, immunohistochemistry; OS, overall survival; PFS, progression-free survival; PORT, postoperative radiotherapy; PTR, primary tumor resection.
CI, confidence interval; HER2, human epidermal growth factor 2; HR, hazard ratio; IHC, immunohistochemistry; OS, overall survival; PFS, progression-free survival; PORT, postoperative radiotherapy; PTR, primary tumor resection.