, Ha Eun Kim3
, Young Ho Yang3, Seung Yoon Yang4, Han Sang Kim5, Seo Hee Choi1, Woong Sub Koom1, Byung Jo Park3
, Jee Suk Chang1
1Department of Radiation Oncology, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea
2Department of Radiation Oncology, Uijeongbu St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
3Department of Thoracic and Cardiovascular Surgery, Yonsei University College of Medicine, Seoul, Korea
4Division of Colon and Rectal Surgery, Department of Surgery, Yonsei University College of Medicine, Seoul, Korea
5Division of Medical Oncology, Department of Internal Medicine, Yonsei University College of Medicine, 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
This study was approved by the institutional review board of Severance Hospital (4-2024-0334), and the requirement for informed consent was waived.
Author Contributions
Conceived and designed the analysis: Yang SY, Kim HS, Koom WS, Park BJ, Chang JS.
Collected the data: Lee BM, Kim HE.
Contributed data or analysis tools: Yang YH, Chang JS.
Performed the analysis: Lee BM, Kim HE, Yang SY, Chang JS.
Wrote the paper: Lee BM, Kim HE, Yang SY, Park BJ, Chang JS.
Investigation: Kim HS.
Validation: Choi SH.
Supervision: Koom WS, Park BJ, Chang JS.
Administration and funding acquisition: Park BJ.
Resources: Chang JS.
Conflicts of Interest
Conflict of interest relevant to this article was not reported.
Funding
This study was supported by the National Research Foundation of Korea (NRF) grant funded by the Korean government (MSIT) (No. NRF-2022R1F1A1074344) and a faculty research grant of Yonsei University College of Medicine (6-2020-0087).
Acknowledgments
We would like to thank Dr. Mitchell Liu from BC Cancer - Vancouver, BC, Canada, for his invaluable contribution. His leadership in establishing regular Lung Ablation Rounds at BC Cancer, where surgeons, radiation oncologists, and interventional radiologists convene to discuss the best approaches, significantly influenced the direction and discussions of this study.
| Variable | Surgery (n=367 lesions in 334 patients) | SABR (n=161 lesions in 70 patients) | p-value |
|---|---|---|---|
| Age (yr)a) | 59.6±11.7 | 61.5±12.2 | 0.258 |
| Sex | |||
| Male | 221 (60.2) | 82 (50.9) | 0.047 |
| Female | 146 (39.8) | 79 (49.1) | |
| CCI | |||
| < 2 | 203 (55.3) | 72 (44.7) | 0.025 |
| ≥ 2 | 164 (44.7) | 89 (55.3) | |
| Diagnosis-to-treatment interval (mo) | 1.8 (0.6-9.0) | 14.2 (8.6-32.9) | < 0.001 |
| Tumor size (cm)a) | 1.5 (1.0-2.5) | 1.5 (1.0-4.7) | 0.003 |
| Tumor size (cm)a) | 2.2±1.8 | 2.8±2.3 | 0.003 |
| No. of pulmonary metastasisa) | 1 (1-2) | 3 (1-5) | < 0.001 |
| Presence of mediastinal lymph node metastasesa) | |||
| Yes | 14 (3.8) | 23 (14.3) | < 0.001 |
| No | 353 (96.2) | 138 (85.7) | |
| Presence of extrapulmonary metastasesa) | |||
| Yes | 63 (17.2) | 39 (24.2) | 0.059 |
| No | 304 (82.8) | 122 (75.8) | |
| CEA level (ng/mL)a) | 3.33 (1.66-7.99) | 2.92 (2.09-9.06) | 0.716 |
| Bevacizumab-containing chemotherapy | |||
| Yes | 171 (46.6) | 99 (61.5) | 0.002 |
| No | 196 (53.4) | 62 (38.5) | |
| Cetuximab-containing chemotherapy | |||
| Yes | 58 (15.8) | 51 (31.7) | < 0.001 |
| No | 309 (84.2) | 110 (68.3) |
| Variable |
Univariate analysis |
Multivariate analysisa) |
||
|---|---|---|---|---|
| HR (95% CI) | p-value | HR (95% CI) | p-value | |
| Age (as continuous) | 0.99 (0.97-1.02) | 0.562 | - | - |
| Sex (female vs. male) | 1.74 (1.01-2.99) | 0.046 | - | - |
| CCI (2 vs. 0-1) | 0.83 (0.48-1.43) | 0.493 | - | - |
| Diagnosis-to-treatment interval (> 9 vs. ≤ 9 mo) | 1.33 (0.76-2.33) | 0.317 | - | - |
| Presence of mediastinal lymph node metastasis (yes vs. no) | 2.15 (0.66-6.99) | 0.201 | - | - |
| No. of pulmonary metastasis (as continuous) | 1.12 (0.98-1.29) | 0.102 | - | - |
| No. of extrapulmonary metastasis (as continuous) | 1.23 (1.13-1.34) | < 0.001 | 1.21 (1.11-1.32) | < 0.001 |
| CEA level (as continuous) | 1.00 (1.00-1.00) | 0.527 | - | - |
| Bevacizumab-containing chemotherapy (yes vs. no) | 2.05 (1.16-3.64) | 0.014 | 1.83 (1.02-3.28) | 0.043 |
| Cetuximab-containing chemotherapy (yes vs. no) | 1.35 (0.72 -2.53) | 0.347 | - | - |
| Tumor size (as continuous) | 1.15 (0.99-1.32) | 0.061 | - | - |
| Group (SABR vs. surgery) | 0.66 (0.36-1.21) | 0.177 | - | - |
Variables without p-values were included in the initial model but were excluded from the final model. CCI, Charlson comorbidity index; CEA, carcinoembryonic antigen; CI, confidence interval; HR, hazard ratio; SABR, stereotactic ablative radiotherapy.
a) All variables were initially included in the model, and results were derived using the backward elimination method.
Variables without p-values were included in the initial model but were excluded from the final model. CCI, Charlson comorbidity index; CEA, carcinoembryonic antigen; CI, confidence interval; HR, hazard ratio; SABR, stereotactic ablative radiotherapy.
a) All variables were initially included in the model, and results were derived using the backward elimination method.
| Factor | Surgery (metastasectomy) | SABR |
|---|---|---|
| Patient fitness | Good performance status with good pulmonary function | Can be used in patients who refuse surgery, are inoperable, elderly, or have high comorbidities |
| Disease extent | Primarily for patients with a limited number of lung metastases (e.g., 1-2) and no evidence of metastases in other organs | Often used when slightly more extensive lung metastases are present (e.g., 2-3) or even when extrapulmonary metastases coexist |
| Tumor location | Preferred for peripheral lung lesions amenable to limited surgical resection (wedge resection) | Can treat both central and peripheral lung lesions, though special consideration is required for central tumors due to higher toxicity risks |
| Disease timing | Preferred for metachronous lung metastases | More likely used for synchronous metastases |
| Treatment goal | Curative intent | With the intent to achieve either curative outcomes or to prolong disease control in conjunction with systemic therapy |
| Patient preference | Patients willing to undergo invasive procedure | Patients preferring non-invasive treatment |
| Other consideration | Provides definitive pathological confirmation of malignancy | Cannot confirm pathology, so the risk of treating non-malignancy always exists |
| Variable | Surgery (n=367 lesions in 334 patients) | SABR (n=161 lesions in 70 patients) | p-value |
|---|---|---|---|
| Age (yr) |
59.6±11.7 | 61.5±12.2 | 0.258 |
| Sex | |||
| Male | 221 (60.2) | 82 (50.9) | 0.047 |
| Female | 146 (39.8) | 79 (49.1) | |
| CCI | |||
| < 2 | 203 (55.3) | 72 (44.7) | 0.025 |
| ≥ 2 | 164 (44.7) | 89 (55.3) | |
| Diagnosis-to-treatment interval (mo) | 1.8 (0.6-9.0) | 14.2 (8.6-32.9) | < 0.001 |
| Tumor size (cm) |
1.5 (1.0-2.5) | 1.5 (1.0-4.7) | 0.003 |
| Tumor size (cm) |
2.2±1.8 | 2.8±2.3 | 0.003 |
| No. of pulmonary metastasis |
1 (1-2) | 3 (1-5) | < 0.001 |
| Presence of mediastinal lymph node metastases |
|||
| Yes | 14 (3.8) | 23 (14.3) | < 0.001 |
| No | 353 (96.2) | 138 (85.7) | |
| Presence of extrapulmonary metastases |
|||
| Yes | 63 (17.2) | 39 (24.2) | 0.059 |
| No | 304 (82.8) | 122 (75.8) | |
| CEA level (ng/mL) |
3.33 (1.66-7.99) | 2.92 (2.09-9.06) | 0.716 |
| Bevacizumab-containing chemotherapy | |||
| Yes | 171 (46.6) | 99 (61.5) | 0.002 |
| No | 196 (53.4) | 62 (38.5) | |
| Cetuximab-containing chemotherapy | |||
| Yes | 58 (15.8) | 51 (31.7) | < 0.001 |
| No | 309 (84.2) | 110 (68.3) |
| Variable | Univariate analysis |
Multivariate analysis |
||
|---|---|---|---|---|
| HR (95% CI) | p-value | HR (95% CI) | p-value | |
| Age (as continuous) | 0.99 (0.97-1.02) | 0.562 | - | - |
| Sex (female vs. male) | 1.74 (1.01-2.99) | 0.046 | - | - |
| CCI (2 vs. 0-1) | 0.83 (0.48-1.43) | 0.493 | - | - |
| Diagnosis-to-treatment interval (> 9 vs. ≤ 9 mo) | 1.33 (0.76-2.33) | 0.317 | - | - |
| Presence of mediastinal lymph node metastasis (yes vs. no) | 2.15 (0.66-6.99) | 0.201 | - | - |
| No. of pulmonary metastasis (as continuous) | 1.12 (0.98-1.29) | 0.102 | - | - |
| No. of extrapulmonary metastasis (as continuous) | 1.23 (1.13-1.34) | < 0.001 | 1.21 (1.11-1.32) | < 0.001 |
| CEA level (as continuous) | 1.00 (1.00-1.00) | 0.527 | - | - |
| Bevacizumab-containing chemotherapy (yes vs. no) | 2.05 (1.16-3.64) | 0.014 | 1.83 (1.02-3.28) | 0.043 |
| Cetuximab-containing chemotherapy (yes vs. no) | 1.35 (0.72 -2.53) | 0.347 | - | - |
| Tumor size (as continuous) | 1.15 (0.99-1.32) | 0.061 | - | - |
| Group (SABR vs. surgery) | 0.66 (0.36-1.21) | 0.177 | - | - |
| Variable | Progression-free survival |
Overall survival |
||
|---|---|---|---|---|
| HR (95% CI) | p-value | HR (95% CI) | p-value | |
| Age | - | - | 1.01 (0.99-1.04) | 0.210 |
| Sex (female vs. male) | - | - | - | - |
| CCI (2 vs. 0-1) | - | - | 1.94 (1.19-3.16) | 0.008 |
| Diagnosis-to-treatment interval (> 9 vs. ≤ 9 months) | 1.28 (0.96-1.69) | 0.088 | 1.00 (0.64-1.55) | 0.999 |
| Presence of mediastinal lymph node metastasis (yes vs. no) | 2.38 (1.39-4.06) | 0.002 | 8.90 (4.74-16.73) | < 0.001 |
| No. of pulmonary metastasis (as continuous) | 1.11 (1.01-1.22) | 0.034 | 1.05 (0.95-1.18) | 0.335 |
| No. of extrapulmonary metastasis (as continuous) | 1.21 (1.12-1.31) | < 0.001 | 1.16 (1.04-1.30) | 0.007 |
| CEA level (as continuous) | - | - | 1.00 (1.00-1.00) | 0.400 |
| Bevacizumab-containing chemotherapy (yes vs. no) | 1.18 (0.92-1.53) | 0.200 | - | - |
| Cetuximab-containing chemotherapy (yes vs. no) | 1.61 (1.19-2.19) | 0.002 | 1.63 (1.04-2.55) | 0.034 |
| Group (surgery vs. SABR) | 0.69 (0.48-0.98) | 0.037 | 0.39 (0.24-0.63) | < 0.001 |
SABR, stereotactic ablative radiotherapy.
Values are presented as mean±SD, number (%), or median (IQR). CCI, Charlson comorbidity index; CEA, carcinoembryonic antigen; IQR, interquartile range; SABR, stereotactic ablative radiotherapy; SD, standard deviation. At the time of local treatment.
Variables without p-values were included in the initial model but were excluded from the final model. CCI, Charlson comorbidity index; CEA, carcinoembryonic antigen; CI, confidence interval; HR, hazard ratio; SABR, stereotactic ablative radiotherapy. All variables were initially included in the model, and results were derived using the backward elimination method.
Variables without p-values were included in the initial model but were excluded from the final model. CCI, Charlson comorbidity index; CEA, carcinoembryonic antigen; CI, confidence interval; HR, hazard ratio; SABR, stereotactic ablative radiotherapy. All variables were initially included in the model, and results were derived using the backward elimination method.
