1Department of Radiation Oncology, Yonsei University College of Medicine, Seoul, Korea
2Institute for Innovation in Digital Healthcare, Yonsei University, 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 conducted in accordance with the principles of the Declaration of Helsinki and received approval from the Institutional Review Board of Severance Hospital (approval number: 4-2023-0309). Due to the retrospective nature of the research, the requirement for informed consent was waived. Furthermore, this study adhered to the guidelines of the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE).
Author Contributions
Conceived and designed the analysis: Park S, Lee CG.
Collected the data: Park S, Cho J, Kim KH, Yoon HI, Lee CG.
Contributed data or analysis tools: Park S, Kim KH.
Performed the analysis: Park S.
Wrote the paper: Park S, Cho J, Kim KH, Yoon HI, Lee CG.
Conflicts of Interest
Conflict of interest relevant to this article was not reported.
Funding
S.P. received financial support from the Basic Science Research Program through the National Research Foundation funded by the Ministry of Education of Korea under Grant RS-2023-00242164.
Values are presented as median (IQR) or number (%). ALK, anaplastic lymphoma kinase; BED, biologically effective dose; EGFR, epidermal growth factor receptor; GKS, gamma knife radiosurgery; IQR, interquartile range; NBS-RT, normal brain-sparing radiotherapy; PD-L1, programmed death-ligand 1; ROS1, c-ros oncogene 1; RT, radiotherapy; WBRT, whole brain radiotherapy.
ALK, anaplastic lymphoma kinase; BED, biologically effective dose; CI, confidence interval; EGFR, epidermal growth factor receptor; GKS, gamma knife radiosurgery; HR, hazard ratio; NBS-RT, normal brain-sparing radiotherapy; PD-L1, programmed death-ligand 1; ROS1, c-ros oncogene 1; RT, radiotherapy; WBRT, whole brain radiotherapy.
ALK, anaplastic lymphoma kinase; BED, biologically effective dose; CI, confidence interval; EGFR, epidermal growth factor receptor; GKS, gamma knife radiosurgery; HR, hazard ratio; NBS-RT, normal brain-sparing radiotherapy; PD-L1, programmed death-ligand 1; ROS1, c-ros oncogene 1; RT, radiotherapy; WBRT, whole brain radiotherapy.
Characteristic | WBRT (n=441) | NBS-RT (n=62) | p-value |
---|---|---|---|
Age (yr) | 62 (54-68) | 61 (51-70) | 0.903 |
Sex | |||
Male | 201 (45.6) | 27 (43.5) | 0.869 |
Female | 240 (54.4) | 35 (56.5) | |
Previous GKS | |||
No | 337 (76.4) | 41 (66.1) | 0.110 |
Yes | 104 (23.6) | 21 (33.9) | |
Previous surgery | |||
No | 415 (94.1) | 59 (95.2) | > 0.99 |
Yes | 26 (5.9) | 3 (4.8) | |
No. of parenchymal metastasis | 10 (5-28) | 12 (6-32) | 0.189 |
Max diameter of metastasis | 11.7 (6.7-20.1) | 14.4 (8.2-26.1) | 0.070 |
Leptomeningeal seeding | |||
Absent | 275 (62.4) | 49 (79.0) | 0.015 |
Present | 166 (37.6) | 13 (21.0) | |
Pathology | |||
Adenocarcinoma | 425 (96.4) | 59 (95.2) | 0.718 |
Others | 16 (3.6) | 3 (4.8) | |
EGFR | |||
Negative | 132 (29.9) | 20 (32.3) | 0.798 |
Positive | 290 (65.8) | 39 (62.9) | |
Unknown | 19 (4.3) | 3 (4.8) | |
ALK | |||
Negative | 324 (73.5) | 41 (66.1) | 0.763 |
Positive | 26 (5.9) | 4 (6.5) | |
Unknown | 91 (20.6) | 17 (27.4) | |
ROS1 | |||
Negative | 263 (59.6) | 30 (48.4) | 0.227 |
Positive | 50 (11.3) | 10 (16.1) | |
Unknown | 128 (29.0) | 22 (35.5) | |
PD-L1 expression (%) | 1.0 (0.0-15.0) | 3.5 (0.0-50.0) | 0.253 |
BED (Gy) | 39 (37.5-47.2) | 43.9 (43.9-47.2) | < 0.001 |
Pre-RT cytotoxic chemotherapy | |||
No | 363 (82.3) | 47 (75.8) | 0.289 |
Yes | 78 (17.7) | 15 (24.2) | |
Pre-RT targeted therapy | |||
No | 280 (63.5) | 44 (71.0) | 0.313 |
Yes | 161 (36.5) | 18 (29.0) | |
Pre-RT immunotherapy | |||
No | 400 (90.7) | 56 (90.3) | > 0.99 |
Yes | 41 (9.3) | 6 (9.7) | |
Post-RT cytotoxic chemotherapy | |||
No | 323 (73.2) | 39 (62.9) | 0.122 |
Yes | 118 (26.8) | 23 (37.1) | |
Post-RT targeted therapy | |||
No | 228 (51.7) | 36 (58.1) | 0.422 |
Yes | 213 (48.3) | 26 (41.9) | |
Post-RT immunotherapy | |||
No | 396 (89.8) | 54 (87.1) | 0.669 |
Yes | 45 (10.2) | 8 (12.9) | |
Systemic regimen change | |||
No | 394 (89.3) | 54 (87.1) | 0.754 |
Yes | 47 (10.7) | 8 (12.9) | |
Intrathecal chemotherapy | |||
No | 430 (97.5) | 62 (100) | 0.375 |
Yes | 11 (2.5) | 0 |
Variable | Intracranial progression |
Overall survival |
||||||
---|---|---|---|---|---|---|---|---|
Univariable |
Multivariable |
Univariable |
Multivariable |
|||||
HR (95% CI) | p-value | HR (95% CI) | p-value | HR (95% CI) | p-value | HR (95% CI) | p-value | |
Age (yr) | ||||||||
< 60 | 1 (reference) | 1 (reference) | 1 (reference) | 1 (reference) | ||||
≥ 60 | 0.77 (0.65-0.91) | 0.002 | 0.68 (0.52-0.89) | 0.004 | 1.17 (1.01-1.35) | 0.034 | 1.28 (1.08-1.52) | 0.004 |
Sex | ||||||||
Male | 1 (reference) | - | 1 (reference) | - | ||||
Female | 1.13 (0.89-1.42) | 0.318 | - | - | 0.98 (0.80-1.19) | 0.813 | - | - |
Previous GKS | ||||||||
No | 1 (reference) | - | 1 (reference) | 1 (reference) | ||||
Yes | 0.95 (0.72-1.27) | 0.751 | - | - | 1.50 (1.19-1.88) | < 0.001 | 1.36 (1.04-1.79) | 0.025 |
Previous surgery | ||||||||
No | 1 (reference) | - | 1 (reference) | 1 (reference) | ||||
Yes | 1.35 (0.85-2.15) | 0.201 | - | - | 0.53 (0.34-0.85) | 0.008 | 0.67 (0.38-1.17) | 0.157 |
No. of parenchymal metastasis | ||||||||
< 10 | 1 (reference) | - | 1 (reference) | - | ||||
≥ 10 | 1.05 (0.89-1.24) | 0.535 | - | - | 1.09 (0.94-1.25) | 0.241 | - | - |
Max diameter of metastasis (mm) | ||||||||
< 20 | 1 (reference) | - | 1 (reference) | - | ||||
≥ 20 | 1.04 (0.83-1.32) | 0.726 | - | - | 0.71 (0.57-0.88) | 0.002 | - | - |
Leptomeningeal seeding | ||||||||
No | 1 (reference) | - | 1 (reference) | 1 (reference) | ||||
Yes | 1.07 (0.84-1.37) | 0.575 | - | - | 1.34 (1.09-1.66) | 0.006 | 1.27 (0.98-1.64) | 0.069 |
Pathology | ||||||||
Adenocarcinoma | 1 (reference) | - | 1 (reference) | - | ||||
Others | 0.81 (0.39-1.68) | 0.569 | - | - | 1.35 (0.81-2.27) | 0.253 | - | - |
EGFR | ||||||||
Negative | 1 (reference) | - | 1 (reference) | - | ||||
Positive | 1.05 (0.82-1.36) | 0.687 | - | - | 1.05 (0.82-1.36) | 0.687 | - | - |
ALK | ||||||||
Negative | 1 (reference) | - | 1 (reference) | 1 (reference) | ||||
Positive | 0.94 (0.59-1.50) | 0.797 | - | - | 0.94 (0.59-1.50) | 0.797 | 0.49 (0.29-0.81) | 0.006 |
ROS1 | ||||||||
Negative | 1 (reference) | - | 1 (reference) | - | ||||
Positive | 1.27 (0.88-1.84) | 0.204 | - | - | 1.27 (0.88-1.84) | 0.204 | - | - |
PD-L1 expression (%) | ||||||||
< 1 | 1 (reference) | 1 (reference) | 1 (reference) | - | ||||
≥ 1 | 0.89 (0.74-1.07) | 0.199 | 0.80 (0.61-1.06) | 0.116 | 0.89 (0.74-1.07) | 0.199 | - | - |
Radiotherapy | ||||||||
NBS-RT | 1 (reference) | - | 1 (reference) | - | ||||
WBRT | 0.89 (0.64-1.25) | 0.516 | - | - | 1.11 (0.82-1.51) | 0.492 | - | - |
BED (Gy) | ||||||||
≤ 39 | 1 (reference) | - | 1 (reference) | 1 (reference) | ||||
> 39 | 0.98 (0.83-1.16) | 0.824 | - | - | 0.77 (0.67-0.89) | 0.001 | 0.84 (0.71-1.00) | 0.047 |
Pre-RT cytotoxic chemotherapy | ||||||||
No | 1 (reference) | - | 1 (reference) | - | ||||
Yes | 0.82 (0.59-1.14) | 0.246 | - | - | 1.68 (1.30-2.16) | < 0.001 | - | - |
Pre-RT targeted therapy | ||||||||
No | 1 (reference) | - | 1 (reference) | - | ||||
Yes | 0.78 (0.61-0.99) | 0.044 | - | - | 0.80 (0.65-0.99) | 0.042 | - | - |
Pre-RT immunotherapy | ||||||||
No | 1 (reference) | 1 (reference) | 1 (reference) | - | ||||
Yes | 0.70 (0.44-1.11) | 0.126 | 0.68 (0.42-1.12) | 0.130 | 1.91 (1.36-2.66) | < 0.001 | - | - |
Post-RT cytotoxic chemotherapy | ||||||||
No | 1 (reference) | - | 1 (reference) | - | ||||
Yes | 0.96 (0.74-1.25) | 0.761 | - | - | 1.28 (1.03-1.60) | 0.025 | - | - |
Post-RT targeted therapy | ||||||||
No | 1 (reference) | 1 (reference) | 1 (reference) | 1 (reference) | ||||
Yes | 0.75 (0.59-0.94) | 0.014 | 0.67 (0.51-0.89) | 0.005 | 0.64 (0.52-0.78) | < 0.001 | 0.66 (0.52-0.83) | < 0.001 |
Post-RT immunotherapy | ||||||||
No | 1 (reference) | - | 1 (reference) | - | ||||
Yes | 0.88 (0.59-1.31) | 0.528 | - | - | 1.25 (0.90-1.74) | 0.188 | - | - |
Systemic regimen change | ||||||||
No | 1 (reference) | - | 1 (reference) | 1 (reference) | ||||
Yes | 0.93 (0.63-1.37) | 0.715 | - | - | 1.52 (1.12-2.08) | 0.008 | 1.39 (0.96-2.02) | 0.081 |
Intrathecal chemotherapy | ||||||||
No | 1 (reference) | - | 1 (reference) | - | ||||
Yes | 1.50 (0.76-2.98) | 0.245 | - | - | 1.58 (0.87-2.88) | 0.135 | - | - |
Variable | Univariable |
Multivariable |
||
---|---|---|---|---|
HR (95% CI) | p-value | HR (95% CI) | p-value | |
Age (yr) | ||||
< 60 | 1 (reference) | 1 (reference) | ||
≥ 60 | 1.26 (0.94-1.68) | 0.118 | 1.37 (0.92-2.06) | 0.126 |
Sex | ||||
Male | 1 (reference) | - | ||
Female | 1.29 (0.87-1.93) | 0.208 | - | - |
Previous GKS | ||||
No | 1 (reference) | - | ||
Yes | 0.87 (0.54-1.38) | 0.551 | - | - |
Previous surgery | ||||
No | 1 (reference) | 1 (reference) | ||
Yes | 0.43 (0.14-1.37) | 0.155 | 0.40 (0.13-1.28) | 0.122 |
No. of parenchymal metastasis | ||||
< 10 | 1 (reference) | - | ||
≥ 10 | 0.87 (0.66-1.15) | 0.323 | - | - |
Max diameter of metastasis (mm) | ||||
< 30 | 1 (reference) | - | ||
≥ 30 | 0.76 (0.48-1.20) | 0.235 | - | - |
Leptomeningeal seeding | ||||
No | 1 (reference) | - | ||
Yes | 0.88 (0.57-1.34) | 0.54 | - | - |
Pathology | ||||
Adenocarcinoma | 1 (reference) | - | ||
Others | 0.23 (0.03-1.59) | 0.136 | - | - |
EGFR | ||||
Negative | 1 (reference) | - | ||
Positive | 1.13 (0.74-1.75) | 0.567 | - | - |
ALK | ||||
Negative | 1 (reference) | - | ||
Positive | 0.85 (0.38-1.91) | 0.701 | - | - |
ROS1 | ||||
Negative | 1 (reference) | - | ||
Positive | 0.77 (0.39-1.52) | 0.456 | - | - |
PD-L1 expression (%) | ||||
< 1 | 1 (reference) | - | ||
≥ 1 | 1.00 (0.74-1.36) | 0.989 | - | - |
Radiotherapy | ||||
NBS-RT | 1 (reference) | 1 (reference) | ||
WBRT | 3.63 (1.31-10.03) | 0.013 | 3.51 (1.27-9.71) | 0.016 |
BED (Gy) | ||||
≤ 39 | 1 (reference) | - | ||
> 39 | 0.90 (0.68-1.19) | 0.461 | - | - |
Pre-RT cytotoxic chemotherapy | ||||
No | 1 (reference) | - | ||
Yes | 0.74 (0.42-1.30) | 0.298 | - | - |
Pre-RT targeted therapy | ||||
No | 1 (reference) | - | ||
Yes | 1.41 (0.95-2.10) | 0.088 | - | - |
Pre-RT immunotherapy | ||||
No | 1 (reference) | - | ||
Yes | 0.51 (0.21-1.24) | 0.136 | - | - |
Post-RT cytotoxic chemotherapy | ||||
No | 1 (reference) | - | ||
Yes | 0.97 (0.62-1.52) | 0.898 | - | - |
Post-RT targeted therapy | ||||
No | 1 (reference) | - | ||
Yes | 1.52 (1.02-2.26) | 0.039 | - | - |
Post-RT immunotherapy | ||||
No | 1 (reference) | - | ||
Yes | 0.17 (0.04-0.67) | 0.012 | - | - |
Systemic regimen change | ||||
No | 1 (reference) | 1 (reference) | ||
Yes | 0.84 (0.20-3.47) | 0.812 | 0.17 (0.04-0.66) | 0.011 |
Intrathecal chemotherapy | ||||
No | 1 (reference) | - | ||
Yes | 0.89 (0.47-1.69) | 0.715 | - | - |
Values are presented as median (IQR) or number (%). ALK, anaplastic lymphoma kinase; BED, biologically effective dose; EGFR, epidermal growth factor receptor; GKS, gamma knife radiosurgery; IQR, interquartile range; NBS-RT, normal brain-sparing radiotherapy; PD-L1, programmed death-ligand 1; ROS1, c-ros oncogene 1; RT, radiotherapy; WBRT, whole brain radiotherapy.
ALK, anaplastic lymphoma kinase; BED, biologically effective dose; CI, confidence interval; EGFR, epidermal growth factor receptor; GKS, gamma knife radiosurgery; HR, hazard ratio; NBS-RT, normal brain-sparing radiotherapy; PD-L1, programmed death-ligand 1; ROS1, c-ros oncogene 1; RT, radiotherapy; WBRT, whole brain radiotherapy.
ALK, anaplastic lymphoma kinase; BED, biologically effective dose; CI, confidence interval; EGFR, epidermal growth factor receptor; GKS, gamma knife radiosurgery; HR, hazard ratio; NBS-RT, normal brain-sparing radiotherapy; PD-L1, programmed death-ligand 1; ROS1, c-ros oncogene 1; RT, radiotherapy; WBRT, whole brain radiotherapy.