2Department of Radiation Oncology, Pamukkale University, Denizli-Turkey DOI : 10.5505/tjo.2019.2101
Summary
OBJECTIVEThis study aimed to retrospectively evaluate overall survival (OS) of the patients with brain metastases (BM) from lung cancer who had been treated with whole-brain radiotherapy (WBRT) and gamma knife (GK) according to prognostic factors and prognostic score indexes.
METHODS
Ninety-five patients with brain metastases from lung cancer were retrospectively evaluated using age, sex,
lung cancer histological type, extracranial metastases, primary tumor control, number of brain metastases,
total brain metastases volume, brain metastasectomy, chemotherapy, EGFR mutation, EGFR-TKI therapy,
Karnofsky Performance Status (KPS), Recursive Partitioning Analysis (RPA) Class, Basic Score for Brain
Metastases (BS-BM), Graded Prognostic Assessment Index (DS-GPA) and Modified Lung-Specific between
2015 and 2018. Univariate analysis of OS was performed using the Kaplan?Meier method supplemented
by the log-rank test. We also applied multivariate survival analysis using the Cox Regression Model.
RESULTS
The median OS for all patients with brain metastases from lung cancer was six months± SE: 0.807
(range: 1?42 months; 95% CI: 4.419?7.581) and one-year overall survival rate was 25.3%. The median
OS was four months, four months, 12 months in the WBRT arm, the GK arm and the combined
WBRT-GK arm, respectively (p=0.004). In multivariate analysis, treatment with WBRT?GK (p=0.030),
brain metastasectomy (p=0.019), controlled primary tumor (p=0.004), chemotherapy (p=0.001) were
significantly correlated with overall survival. BS-BM (p=0.033) was closely related to overall survival
compared to other prognostic score indexes on the multivariate analysis.
CONCLUSION
The patients with BM benefited from WBRT and GK combined therapy. BS-BM for the survival of patients
with BM from lung cancer is the most appropriate prognostic index.
Introduction
Lung cancer is the most common source of brain metastases.[1] The aims of treatment are palliation of neurological symptoms, maintenance of performance status, and local control of the metastatic disease. [2] Whole-brain radiotherapy (WBRT) is commonly used to improve neurological symptoms in patients with multiple brain metastases and control the disease within the brain.[1,3-6] Stereotactic radiosurgery is a good choice for oligometastatic brain lesions,[5,7,8] and a metastasectomy is also a treatment option. However, the selection of local treatment only or WBRT depends on the performance of the patient, number of brain metastases, and histology.[9] In patients with oligo brain metastases treated with radiosurgery or metastasectomy, the addition of WBRT to the treatment regimen has reduced intracranial recurrence and neurological mortality. The most important problem in patients with the addition of WBRT is neurocognitive function failure. However, functional independence and mean survival were not improved.[10] WBRT and radiosurgery are decreased in learning and memory function compared to radiosurgery alone.[11] WBRT and radiosurgery improved control of local and remote brain metastases compared to the radiosurgery alone. [12] The potential benefit of GK radiosurgery is the reduction of radiation to the surrounding normal brain parenchyma, which may thereby reduce neurological toxicities compared with WBRT [2,13] or which may improve local control when combined with WBRT.[5]
KPS score, primary lesion control, presence of extracranial
metastases, presence of multiple metastases
are important prognostic factors in the literature.[9,14-
Table 1: Clinical parameters used for prognostic indexes (RPA, DS-GPA, and BS-BM)
In this study, retrospective examination of the patients
with brain metastases from lung cancer who
were treated with WBRT, GK, and combined WBRT?
GK in a single center were reported. We tried to find
out the appropriate prognostic indexes for all patients
with BM who underwent GK, WBRT, and combined
WBRT?GK.
Methods
Study DesignThis study included 95 patients with brain metastases from lung cancer who underwent total WBRT, GK radiosurgery, or combined WBRT?GK between 2015 and 2018. Seventy patients with non-small-cell lung cancer and twenty-five patients with small-cell lung cancer were included in our study.
Data Collection
Data of 95 patients were retrospectively collected and
evaluated regarding the clinical characteristics, including
age, sex, WBRT treatment, GK treatment, histological
type of lung cancer, extracranial metastases, primary
tumor control, number of brain metastases, total
brain metastases volume, brain metastasectomy, EGFR
mutation, EGFR-TKI therapy, Karnofsky Performance
Status (KPS), RPA Class, BS-BM, DS- GPA, and Modified
Lung-Specific GPA. Prognostic indexes, such as
RPA Class, BS-BM, DS-GP, Modified Lung-Specific
GPA, were applied to patients with brain metastases.
These criteria were chosen in accordance with previous
studies that identified significant predictors of survival
in patients with brain metastases.[9,14,16-18]
Study Procedures WBRT
Patients with multiple brain metastases were chosen for
the treatment with WBRT. Patients were immobilised
in a supine position within a thermoplastic mask. The
brain was contoured as a clinical target volume (CTV)
until the foramen magnum. The CTV was equal to the
PTV. All BM, optic nerves, brainstem, eyes and lenses
were contoured. Patients were positioned with a mask.
The use of a planning CT was mandatory with a slice
thickness of ?5 mm. WBRT was performed with 6-MV
photons from a Siemens Artiste linear accelerator. The
daily prescription dose is 2.5 and 3 Gy prescribed at the
ICRU reference point.
Study Procedures Radiosurgery
The patients with <3 cm and 1-3 brain metastases were
chosen for treatment with gamma knife. Patients were
immobilised in a supine position with a stereotactic
fixation system using an invasive frame. A planning CT
scan with ≤2 mm thick contiguous slices (preferable
CT slice thickness=1 mm) will be fused to a contrastenhanced
stereotactic MRI scan. BMs were contoured
as a CTV to PTV margin used. Radiosurgery was performed
with Elekta Leksell GK machine. Doses ranged
from 15 to 25 Gy.
Patient Follow Up, Salvage Therapy
The metastatic brain lesions of the patients in this study
were followed by magnetic resonance imaging (MRI).
OS was referenced from the day the diagnosis of brain metastases was confirmed by MRI. Intracerebral failure
was diagnosed with MRI. The exact frequency and
number of MRIs following irradiation were unavailable
because the anonymized database used did not
include these data. In general, the follow-up schedule
after therapy included MRI every three months,
whereas MRI was performed only in cases of new or
progressive symptoms in most patients undergoing
WBRT or GK. All patients with brain metastases from
lung cancer were treated after being evaluated by the
Neurosurgery and Radiation Oncology Departments.
Salvage SRS (stereotactic radio-surgery) was added to
a treatment option for recurrent BM after the failure
of WBRT.[19] After SRS, salvage WBRT was added to
reduce intracranial relapses and neurologic deaths.[20]
Patients who underwent only Gamma Knife treatment,
only WBRT treatment, salvage treatment accepted in
GK arm, in WBRT arm, in the combine treatment arm
(WBRT-GK arm), respectively. We accepted patients
who underwent salvage treatment due to progression
after WBRT treatment or SRS treatment combined
WBRT-GK arm.
Statistical Analysis
Univariate analysis of OS was performed using the Kaplan?
Meier method supplemented by the log-rank test
to find out the factors.[21] We also applied multivariate
survival analysis using the Cox Regression Model.
Only the factors that exhibited statistical significance
in univariate analysis were included in a multivariate
analysis that utilized Cox proportional hazards regression
tests. All tests were two-tailed, and a p-value <0.05
was considered significant. The statistical analyses were
reviewed by medical statistician staff in our medical
faculty.
Results
Patients CharacteristicsThis study included 95 patients with brain metastases from lung cancer. Of 95 patients, 70 (73.7%) and 25 (26.3%) had non-small-cell cancer and small-cell ca, respectively. Of 95 patients, 28 (29.4%), 36 (37.9%), 6 (6.4%) and 25 (26.3%) had squamous cell ca, adeno ca, nsclc (other type) and small-cell ca, respectively. Among these patients, 89 (93.7%) and six (6.3%) were men and women, respectively. The median age was 61 years (min: 37 years, max: 83 years). The number of patients underwent WBRT, GK radiosurgery, and combined WBRT?GK was 27 (28.1%), 39 (40.6%), and 29 (30.2%), respectively. In our study, 83 of 95 patients died during the study period. The median OS for all patients with brain metastases from lung cancer was six months±SE: 0.807 (range: 1-42 months; 95% CI: 4.419?7.581) and one-year overall survival rate was 25.3%.
Survival Analysis
In univariate analysis (Kaplan-Meier, log-rank test),
the median OS of patients with brain metastases from
lung cancer was significantly associated with treatment
combined WBRT-GK, the presence of brain metastasectomy
controlled primary tumor, the absence of
extracranial metastases, chemotherapy, KPS score,
RPA class, BS-BM, and Modified Lung-Specific GPA
(p<0.05). The median OS of patients with brain metastases
from lung cancer was not statistically significant
with the age, sex, histological type of lung cancer, number
of brain metastases, the tumor volume of brain
metastases, EGFR mutation state, EGFR-TKI therapy,
DS-GPA (p>0.05). Clinical characteristics and results
of the univariate analysis of the OS of patients with
brain metastasis from lung cancer are presented in
Table 2. The median OS was four months, four months,
12 months in the WBRT arm, the GK arm, the WBRTGK
arm, respectively (p=0.004) (Fig. 1). In our study,
26 of the 35 patients who underwent surgery, 57 of the
60 patients who did not undergo surgery, died. The
median OS was four months and 12 months in patients who did not undergo surgery and the patients who underwent
surgery, respectively (p=0.004). The median
OS was significantly associated with the controlled primary
tumor and the absence of extracranial metastases
(p<0.05). The median OS was four months, 20 months
in the absence of primary tumor control, in the presence
of primary tumor control, respectively (p=0.000).
The median OS was 12 months in patients without
extracranial metastases, whereas the median OS was
four months in patients with extracranial metastases
(p=0.035). The median OS was seven and three months
in patients who received chemotherapy and who received
no chemotherapy, respectively (p=0.002).
Fig 1: Kaplan-Meier analysis of OS according to treatment arms.
KPS, RPA class, BS-BM and Modified Lung-Specific
GPA were all closely related to prognosis in our
study on univariate anal¬ysis (Kaplan-Meier, log-rank
test). The median OS was not statistically significant
with DS-GPA (Fig. 2). The median OS was eight and
four months in patients with KPS ?70 and lower KPS,
respectively (p=0.005). The median OS was 20 months,
eight months, four months in patients with RPA Class
1, RPA Class 2, RPA Class 3, respectively (p=0.003).
The median OS was three months, seven months, 12
months, 20 months in patients with BS-BM 0, BS-BM
1, BS-BM 2, BS-BM 3, respectively (p=0.001). The median
OS was four months, six months, 12 months in
patients with DS-GPA 0-1, DS-GPA 1.5-2.5, DS-GPA
3-3.5-4, respectively (p=0.057). The median OS was
four months, seven months, 12 months in patients
with Modified Lung-Specific GPA?1, Modified Lung-
Specific 1
Fig 2: Kaplan-Meier analysis of OS according to each of the prognostic score indexes.
In univariate analysis, we found that patients with
brain metastases from lung cancer with age ?60 years,
small-cell ca, the absence of brain metastasectomy,
controlled primary tumor, extracranial metastases, the
brain metastases ?5, the total tumor volume >4 cm3,
receiving chemotherapy had better overall survival in
the combined WBRT-GK treatment arm according
to treatment modality arms. However, patients with
KPS ≥70, KPS ?60, RPA Class 2-3, BS-BM 0, BS-BM
1, DS-GPA 0-1, DS-GPA 1.5-2.5, Modified Lung GPA
≤1 were significantly correlated with overall survival
in the combined WBRT?GK treatment arm according
to treatment modality arms on univariate analysis
(p<0.05). Results of the univariate analysis (Kaplan-
Meier, log-rank test) of overall survival of the prognostic
factors in patients with brain metastasis from lung
cancer to treatment modality arms are presented in
Table 3. For patients with brain metastases from small
cell ca, the median OS was four months, two month, 18 months in the WBRT, the GK arm, the combined
WBRT?GK the treatment arm, respectively (p=0.000).
The median OS was not statistically significant for
patients with brain metastasectomy from non-smallcell
according to the treatment arms (p>0.05). In the
absence of brain metastasectomy, the median OS was
four months in the WBRT arm and GK arm, and the
median OS was eight months in the combined WBRT?
GK arm (p=0.026). The median OS was not statistically
significant for patients who underwent brain metastasectomy
according to the treatment arms (p>0.05).
Patients with extracranial metastases had the highest
median OS of 11 months in combined WBRT?GK
arm (p=0.003). Patients with controlled primary tumor
had the highest median OS of 27 months in combined
WBRT?GK arm (p=0.021). Among patients with
oligo brain metastases, the median OS was not statistically
significant according to the treatment modality
arms (p>0.05). For the patients with five or more
brain metastases, the median OS was four months, one
month in the WBRT, the GK arm, respectively, and 11
months in the combined WBRT?GK arm according to
the treatment modality arms (p=0.014). The median
OS was four months in the WBRT arm and GK arm, and the median OS was 12 months in the combined
WBRT?GK arm for patients with brain metastases volume
>4 cm3, respectively (p=0.009). In patients receiving
chemotherapy treatment, the combined WBRT-GK
arm had higher median survival with 12 months than
other treatment arms (p=0.032).
Patients with KPS ≥70, KPS ≤60, RPA Class 2-3,
BS-BM 0, BS-BM 1, DS-GPA 0-1, DS-GPA 1.5-2.5,
Modified Lung GPA≤1 had the highest median overall
survival in the combined WBRT?GK treatment arm
according to treatment modality arms on univariate
analysis (p<0.05).
The multivariate analysis demonstrated that treatment
with WBRT-GK (p=0.030), brain metastasectomy
(p=0.019), controlled primary tumor (p=0.004),
chemotherapy treatment (p=0.001) were significantly
correlated with overall survival. Results of the multivariate
analysis (the Cox Regression Model) of the overall
survival of the prognostic factors are presented in
Table 4. In multivariate analysis, BS-BM (p=0.033) was
closely related to the overall survival among the class of
prognostic score indexes in our study. In multivariate
analysis, BS-BM was a better predictor for the survival
of patients with BM from lung cancer. However, KPS score, RPA class, DS-GPA and Modified Lung-Specific
GPA were not statistically significant with overall survival
between patients with BM from lung cancer on
multivariate analysis. Results of the multivariate analysis
of overall survival according to prognostic score
indexes are presented in Table 4.
Discussion
In our study, including 95 patients with brain metastases from lung cancer, the median OS was not statistically significant between patients with small-cell ca and nonsmall- cell ca (p>0.05). The median OS of patients with brain metastases from small-cell ca was four months, two months, 18 months in the WBRT, the GK arm, the combined WBRT-GK arm, respectively (p=0.000). A retrospective study by Wegner et al. suggested that patients with SCLC who underwent a combined WBRT with radiosurgical boost had improved outcomes over patients who received either WBRT or SRS alone.[22] In our study, similar to the study of Wegner et al. combined radiotherapy and radiosurgery for small cell ca increases survival. In cases of wild-type EGFR and ALK NSCLC, there are few effective systemic options, and therefore, WBRT may have a more prominent role. Despite the current trend of preferring SRS alone, we need to carefully consider the important role of WBRT, particularly in patients with BM from NSCLC who have a favorable prognosis.[23] In our study, there was not statistically significance between OS of patients with EGFR mutation state, EGFR-TKI therapy.In the study of Bowden, the presence of multiple brain metastases is a negative predictor of worse prognosis.[24] In other studies, the number of metastatic lesions of 1-2 vs 3-4 vs. ≥5 did not approach significance. The importance of the number of brain metastases vs. the total tumor volume in predicting OS remains under debate.[9,25,26] We found that the number of brain metastases and total tumor volume were statistically significantly only according to treatment modality arms on univariate analyses. In our study, the median OS was highest in the combined WBRT-GK arm for patients with brain metastases volume >4 cm3 (p=0.009). Several studies showed that the tumor volume was statistically significantly correlated with the OS.[2,27,28] Total tumor volume should be examined more closely in future studies. In our study, the median survival was the highest for patients with ≥5 BM in the combined WBRT?GK arm (p=0.014). Gamma Knife salvage therapy may be applied with WBRT in patients with ≥5 BM.[29] Considering the survival benefit of the combination of WBRT and SRS, hippocampus sparing-WBRT studies are required to reduce the cognitive effects of WBRT.[30]
In our study, patients who underwent brain metastasectomy had better the median survival than the patents who did not undergo brain metastasectomy, which was statistically significant. The combined WBRT-GK treatment improved the overall survival of the patients who did not undergo brain metastasectomy. The combined WBRT-GK treatment was not related with the median OS in patients who underwent brain metastasectomy. In two trials [31,32], a survival benefit was reported for patients underwent the combined brain metastasectomy+WBRT.
Chemotherapy has a limited role in the treatment of brain metastases. Several studies have reported that some patients might benefit from aggressive therapy, including surgery, radiotherapy and chemotherapy. [33] Kim et al. analyzed retrospectively the outcome of chemotherapy only, upfront whole brain radiotherapy or stereotactic radiosurgery in NSCLC patients with asymptomatic brain metastases. There was no significant difference in OS among three groups, but a subset analysis of 110 patients suggested a potential role of systemic chemotherapy alone or upfront SRS followed by chemotherapy.[34] In another study, a combination of local therapies and systemic chemotherapy shown to increase survival in NSCLC patients with brain metastases.[35] In a multicenter phase II study by Galletta et al. analyzed the association of combination with cisplatin, fotemustine, and whole brain radiotherapy, but this scheme does not represent a therapeutic option for patients with NSCLC.[36] Similar to these reports, we showed that patients with brain metastases from lung cancer had better survival when chemotherapy was used as a treatment option. Since we have a small number of patients groups as a limitation, we look forward to the new reports assessing the efficacy of chemotherapy for brain metastases from lung cancer.
Similar to other studies, we demonstrated overall survival was better in patients with KPS ≥ 70 on univariate analysis.[37,6] Ji et al. showed that overall survival was increased in patients with favorable KPS on univariate analysis and multivariate analyses.[38] In our study, OS was increased in patients with favorable KPS, control of the extracranial disease, controlled primary tumor as reported by Gao.[39] Our series also matches with previous reports that have demonstrated improved median OS with better control of the extracranial disease.[13,35] The OS was better in the study of 294 cases with controlled primary tumor, similar to our study.[25] However, another study reported that the OS improved in patients with controlled primary tumor and previous metastasectomy.[40] RPA Class 1 (Class 1, median survival 20 months) was different from the original data because the number of our patients in RPA class 1 was small. In the first RTOG study by Gaspar, the median OS of patients with RPA Class 1 was 7.1 months.[14] In another study, including 445 cases by Gaspar, median OS was 6.2 months for RPA 1, 3.8 months for RPA 2.[41] In the study of 528 cases by Nieder, the RPA class received similar results, but the number of patients in RPA Class 1 was very small.[42] In the study of 110 patients by Lorenzoni et al., median OS was 27.6 months for RPA Class 1, 10.7 months for RPA Class 2, similar to our study.[15] In our multivariate analysis, BS-BM (p=0.033) was a better predicted the survival of BM. Lorenzoni reported that median OS was undefined for BS-BM 3 (55% at 32 months) and was 13.1 months for BS-BM 2. However, the median OS was 20 months for BS-BM 3, and 12 months for BS-BM 2 in our study.[15] Similar to our multivariate analysis, Villa et al. reported that the median OS improved for BS-BM (p<0.001). In this prospective study, prognostic indexes as RPA, and BS-BM were prognostically relevant in BM patients similar to in our univariate analysis.[43] In other retrospective study of 335 patients by Ji et al., RPA and BSBM were statistically significant for OS, similar to our study.[38] In the study of 1960 cases with BM by Sperduto, GPA was an appropriate prognostic index.[16] In our study, DS-GPA was not statistically significant for OS, while it was statistically significant in other studies. [15,43,38] Modified Lung-Specific GPA improved the OS of patients with brain metastasis from lung cancer, similar to our study.[17]
Limitations of the Study
Our study has several limitations. The retrospective nature
of this study and the small number of patients are
the major limitations.
Conclusion
In multivariate analysis, we found that control of primary tumor, combined treatment with WBRT-GK, brain metastasectomy and chemotherapy were statistically significant for overall survival of patients with BM. In univariate analysis, prognostic indexes as KPS, RPA class, BS-BM, and Modified Lung-Specific GPA assessed could predict patient prognosis, demonstrating the reliability and clinical relevance of these scores. However, only BS-BM was a better predictor for the survival of patients with BM according to prognostic score indexes on multivariate analysis. Our data suggest that BS-BM is the most appropriate prognostic index.Peer-review: Externally peer-reviewed.
Conflict of Interest: None declared.
Ethics Committee Approval: Approval from the research ethics board was obtained from Pamukkale University Ethics Committee.
Financial Support: None declared.
Authorship contributions: Concept - H.S., P.B.B.; Design
- H.S., P.B.B.; Supervision - H.S., P.B.B.; Funding - None;
Materials - H.S., P.B.B.; Data collection and/or processing
-H.S., P.B.B.; Data analysis and/or interpretation - H.S.,
P.B.B.; Literature search - H.S., P.B.B.; Writing - H.S., P.B.B.;
Critical review - H.S., P.B.B.
References
1) Nussbaum ES, Djalilian HR, Cho KH, Hall WA. Brain
metastases. Histology, multiplicity, surgery and survival.
Cancer 1996;78(8):1781-8.
2) Bhatnagar AK, Flickinger JC, Kondziolka D, Lunsford
LD. Stereotactic radio-surgery for four or more intracranial
metastases. Int J Radiat Oncol Biol Phys
2006;64(3):898-903.
3) Nayak L, Lee EQ, Wen PY. Epidemiology of brain
metastases. Curr Oncol Rep 2012;14(1):48-54.
4) Bradley KA, Mehta MP. Management of brain metastases.
Semin Oncol 2004;31(5):693-701.
5) Andrews DW, Scott CB, Sperduto PW, Flanders AE,
Gaspar LE, Schell MC, et al. Whole brain radiation
therapy with or without stereotactic radiosurgery
boost for patients with one to three brain metastases:
phase III results of the RTOG 9508 randomised trial.
Lancet 2004;363(9422):1665-72.
6) Patchell RA. The management of brain metastases.
Cancer Treat Rev 2003;29(6):533-40.
7) Kocher M, Wittig A, Piroth MD, Treuer H, Seegenschmiedt
H, Ruge M, et al. Stereotactic radiosurgery for treatment of brain metastases. A report of the
DEGRO Working Group on Stereotactic Radiotherapy.
Strahlenther Onkol 2014;190(6):521-32.
8) Mehta MP, Tsao MN, Whelan TJ, Morris DE, Hayman
JA, Flickinger JC, et al. The American Society
for Therapeutic Radiology and Oncology (ASTRO)
evidence-based review of the role of radiosurgery
for brain metastases. Int J Radiat Oncol Biol Phys
2005;63(1):37-46.
9) Sperduto PW, Chao ST, Sneed PK, Luo X, Suh J,
Roberge D, et al. Diagnosis-specific prognostic factors,
indexes, and treatment outcomes for patients
with newly diagnosed brain metastases: a multi-institutional
analysis of 4,259 patients. Int J Radiat Oncol
Biol Phys 2010;77(3):655-61.
10) Kocher M, Soffietti R, Abacioglu U, Villà S, Fauchon
F, Baumert BG, et al. Adjuvant whole-brain radiotherapy
versus observation after radiosurgery or surgical
resection of one to three cerebral metastases: results
of the EORTC 22952-26001 study. J Clin Oncol
2011;29(2):134-41.
11) Chang EL, Wefel JS, Hess KR, Allen PK, Lang FF,
Kornguth DG, et al. Neurocognition in patients with
brain metastases treated with radiosurgery or radiosurgery
plus whole-brain irradiation: a randomised
controlled trial. Lancet Oncol 2009;10(11):1037-44.
12) Tsao MN, Lloyd N, Wong RK, Chow E, Rakovitch E,
Laperriere N, et al. Whole brain radiotherapy for the
treatment of newly diagnosed multiple brain metastases.
Cochrane Database Syst Rev 2012;(4):CD003869.
13) Rades D, Janssen S, Bajrovic A, Khoa MT, Veninga T,
Schild SE. A matched-pair analysis comparing wholebrain
radiotherapy with and without a stereotactic
boost for intracerebral control and overall survival in
patients with one to three cerebral metastases. Radiat
Oncol 2017;12(1):69.
14) Gaspar L, Scott C, Rotman M, Asbell S, Phillips T,
Wasserman T, et al. Recursive partitioning analysis
(RPA) of prognostic factors in three Radiation Therapy
Oncology Group (RTOG) brain metastases trials.
Int J Radiat Oncol Biol Phys 1997;37(4):745-51.
15) Lorenzoni J, Devriendt D, Massager N, David P, Ruíz
S, Vanderlinden B, et al. Radiosurgery for treatment of
brain metastases: estimation of patient eligibility using
three stratification systems. Int J Radiat Oncol Biol
Phys 2004;60(1):218-24.
16) Sperduto PW, Berkey B, Gaspar LE, Mehta M, Curran
W. A new prognostic index and comparison to three
other indices for patients with brain metastases: an
analysis of 1,960 patients in the RTOG database. Int J
Radiat Oncol Biol Phys 2008;70(2):510-4.
17) Marcus LP, Marshall D, Hirshman BR, McCutcheon
BA, Gonda DD, Koiso T, et al. Cumulative Intracranial
Tumor Volume (CITV) Enhances the Prognostic
Value of the Lung-Specific Graded Prognostic Assessment
(GPA) Model. Neurosurgery 2016;79(2):246-52.
18) Rades D, Janssen S, Dziggel L, Blanck O, Bajrovic A,
Veninga T, et al. A matched-pair study comparing
whole brain irradiation alone to radiosurgery or fractionated
stereotactic radiotherapy alone in patients irradiated
for up to three brain metastases. BMC Cancer
2017;17:30.
19) Yomo S, Hayashi M. The efficacy and limitations of
stereotactic radiosurgery as a salvage treatment after
failed whole brain radiotherapy for brain metastases. J
Neurooncol 2013;113(3):459-65.
20) Soon YY, Tham IW, Lim KH, Koh WY, Lu JJ. Surgery
or radiosurgery plus whole brain radiotherapy versus
surgery or radiosurgery alone for brain metastases.
Cochrane Database Syst Rev 2014;(3):CD009454.
21) Kaplan EL, Meier P. Nonparametric estimation
from incomplete observations. J Am Stat Assoc
1958;53:457-81.
22) Wegner RE, Olson AC, Kondziolka D, Niranjan A,
Lundsford LD, Flickinger JC. Stereotactic radiosurgery
for patients with brain metastases from
small cell lung cancer. Int J Radiat Oncol Biol Phys
2011;81(3):e21-7.
23) Kevin S, Loeffler JS. The changing landscape of wholebrain
radiation therapy invited commentary. JAMA
Oncol 2015;1(4):464-5.
24) Bowden G, Kano H, Caparosa E, Park SH, Niranjan A,
Flickinger J, et al. Gamma knife radiosurgery for the
management of cerebral metastases from non-small
cell lung cancer. J Neurosurg 2015;122(4):766-72.
25) Ebner DK, Gorovets D, Rava P, Cielo D, Kinsella TJ,
DiPetrillo TA, et al. Patients with Long-Term Control
of Systemic Disease Are a Favorable Prognostic Group
for Treatment of Brain Metastases with Stereotactic Radiosurgery
Alone. World Neurosurg 2017;98:266-72.
26) Miller JA, Kotecha R, Ahluwalia MS, Mohammadi
AM, Chao ST, Barnett GH, et al. Overall survival and
the response to radiotherapy among molecular subtypes
of breast cancer brain metastases treated with
targeted therapies. Cancer 2017;123(12):2283-93.
27) Likhacheva A, Pinnix CC, Parikh NR, Allen PK,
McAleer MF, Chiu MS, et al. Predictors of survival
in contemporary practice after initial radiosurgery
for brain metastases. Int J Radiat Oncol Biol Phys
2013;85(3):656-61.
28) Baschnagel AM, Meyer KD, Chen PY, Krauss DJ, Olson
RE, Pieper DR, et al. Tumor volume as a predictor
of survival and local control in patients with brain
metastases treated with Gamma Knife surgery. J Neurosurg
2013;119(5):1139-44.
29) Sengöz M, Kabalay IA, Tezcanlı E, Peker S, Pamir N.
Treatment of brainstem metastases with gamma-knife
radiosurgery. J Neurooncol 2013;113(1):33-8.
30) Gondi V, Pugh SL, Tome WA, Caine C, Corn B, Kanner
A, et al. Preservation of memory with conformal
avoidance of the hippocampal neural stem-cell compartment
during whole-brain radiotherapy for brain
metastases (RTOG 0933): a phase II multi-institutional
trial. J Clin Oncol 2014;32(34):3810-6.
31) Patchell RA, Tibbs PA, Walsh JW, Dempsey RJ,
Maruyama Y, Kryscio RJ, et al. A randomized trial of
surgery in the treatment of single metastases to the
brain. N Engl J Med 1990;322(8):494-500.
32) Vecht CJ, Haaxma-Reiche H, Noordijk EM, Padberg
GW, Voormolen JH, Hoekstra FH, et al. Treatment
of single brain metastasis: radiotherapy alone
or combined with neurosurgery? Ann Neurol
1993;33(6):583-90.
33) Harita S, Mizuta A, Kuyama S, Kikuchi T. Longterm
survival following concurrent chemoradiotherapy
in patients with non-small cell lung cancer with
concomitant brain metastases only. Int J Clin Oncol
2005;10(1):63-8.
34) Kim KH, Lee J, Lee JI, Nam DH, Kong DS, Ahn YC,
et al. Can upfront systemic chemotherapy replace
stereotactic radiosurgery or whole brain radiotherapy
in the treatment of non-small cell lung cancer patients
with asymptomatic brain metastases? Lung Cancer
2010;68(2):258-63.
35) Kim DY, Lee KW, Yun T, Kim DW, Kim TY, Heo
DS, et al. Efficacy of platinum-based chemotherapy
after cranial radiation in patients with brain metastasis
from non-small cell lung cancer. Oncol Rep
2005;14(1):207-11.
36) Galetta D, Gebbia V, Silvestris N, Ferraù F, Carrozza F,
Cigolari S, et al. Cisplatin, fotemustine and whole-brain
radiotherapy in non-small cell lung cancer patients
with asymptomatic brain metastases: a multicenter
phase II study of the Gruppo Oncologico Italia Meridionale
(GOIM 2603). Lung Cancer 2011;72(1):59-63.
37) Owen S, Souhami L. The management of brain metastases
in non-small cell lung cancer. Front Oncol
2014;4:248.
38) Ji X, Zhuang Y, Yin X, Zhan Q, Zhou X, Liang X. Survival
time following resection of intracranial metastases
from NSCLC-development and validation of a
novel nomogram. BMC Cancer 2017;17(1):774.
39) Gao HX, Huang SG, Du JF, Zhang XC, Jiang N, Kang
WX, et al. Comparison of Prognostic Indices in
NSCLC Patients with Brain Metastases after Radiosurgery.
Int J Biol Sci 2018;14(14):2065-72.
40) Harris KB, Corbett MR, Mascarenhas H, Lee KS,
Arastu H, Leinweber C, et al. A Single-Institution
Analysis of 126 Patients Treated with Stereotactic
Radiosurgery for Brain Metastases. Front Oncol
2017;7:90.
41) Gaspar LE, Scott C, Murray K, Curran W. Validation
of the RTOG recursive partitioning analysis (RPA)
classification for brain metastases. Int J Radiat Oncol
Biol Phys 2000;47(4):1001-6.