Review Article | Open Access
Zhiqun Jiang, Xuezhi Zhang, Xichen Wan, Minjun Wei, Yue Liu, Cong Ding, Yilv Wan, "Efficacy and Safety of Combined Endovascular Embolization and Stereotactic Radiosurgery for Patients with Intracranial Arteriovenous Malformations: A Systematic Review and Meta-Analysis", BioMed Research International, vol. 2021, Article ID 6686167, 11 pages, 2021. https://doi.org/10.1155/2021/6686167
Efficacy and Safety of Combined Endovascular Embolization and Stereotactic Radiosurgery for Patients with Intracranial Arteriovenous Malformations: A Systematic Review and Meta-Analysis
Abstract
Whether the use of endovascular embolization could provide additional benefits in patients treated with stereotactic radiosurgery (SRS) for intracranial arteriovenous malformations (IAVMs) remains controversial. The current meta-analysis was conducted to assess the efficacy and safety of SRS with and without prior endovascular embolization in patients with IAVMs. The electronic databases of PubMed, EmBase, and Cochrane Library were systematically searched for eligible studies published from inception to August 12, 2020. The pooled results for obliteration rate, rehemorrhage rate, and permanent neurological deficits were calculated by odds ratios (ORs) with 95% confidence intervals (CIs) using the random-effects model. The sensitivity analysis, subgroup analysis, and publication bias for investigated outcomes were also evaluated. Nineteen studies (two prospective and 17 retrospective studies) involving a total of 3,454 patients with IAVMs were selected for the final meta-analysis. We noted that prior embolization and SRS were associated with a lower obliteration rate compared with SRS alone (OR, 0.57; 95% CI, 0.44–0.74; ). However, prior embolization and SRS were not associated with the risk of rehemorrhage (OR, 1.05; 95% CI, 0.81–1.34; ) and permanent neurological deficits (OR, 0.80; 95% CI, 0.48–1.33; ) compared with SRS alone. The sensitivity analysis suggested that prior embolization might reduce the risk of permanent neurological deficits in patients with IAVMs treated with SRS. The treatment effects of prior embolization in patients with IAVMs could be affected by nidus volume, margin dose, intervention, and follow-up duration. This study found that prior embolization was associated with a reduced risk of obliteration in patients with IAVMs treated with SRS. Moreover, prior embolization might reduce the risk of permanent neurological deficits in patients with IAVMs.
1. Introduction
Intracranial arteriovenous malformations (IAVMs) are congenital, heterogeneous, and rare vascular abnormalities that can cause intracranial hemorrhage, headache, seizure, and death [1]. IAVMs with an abnormal nidus of blood vessels shunt blood from the arterial to the venous system and bypass an intervening capillary bed [2]. These lesions account for 2–3% of symptomatic hemorrhages, and the hemorrhage rate was 2–4% annually when patients were left untreated [3, 4]. The primary treatment goal for IAVMs was to reduce rupture risk and ameliorate symptoms, and the spontaneous hemorrhage rate in IAVMs ranged from 2% to 5% [5, 6]. Moreover, IAVMs with hemorrhage had morbidity and mortality rates ranging from 53% to 81% and 10% to 18%, respectively [7, 8]. Presently, the standard treatment strategies for IAVMs included conventional microsurgical excision, stereotactic radiosurgery (SRS), endovascular embolization, and a combination of the abovementioned strategies according to the size and anatomic location, clinical presentation, and angioarchitecture of the IAVMs [9, 10].
Currently, the treatment effects of SRS were inversely related to the size of the malformation and treatment dose, which could provide more beneficial effects for IAVMs with . Studies have found that the obliteration rate at 3 years ranged from 55% to 81% in patients with IAVMs staged Spetzler-Martin 1 and 2 treated with 20–25 Gy [11–15], while the obliteration rate after 5 years of SRS in patients with large and more complex IAVMs was <50% [16–18]. Therefore, the risk of hemorrhage was not significantly reduced after 1–2 years of SRS prior to angiographic obliteration [19]. Therefore, endovascular embolization prior to SRS should introduce as a neurointerventional minimally invasive approach for patients with IAVMs. Although endovascular embolization rarely provided complete treatment for IAVMs, it could improve the natural history of patients at high risk of hemorrhage owing to intranidal or perinodal aneurysms and large venous varices [20–22]. However, whether the use of SRS following by prior embolization could provide additional benefits than SRS alone in patients with IAVMs was not determined. Therefore, the current systematic review and meta-analysis were conducted to obtain a comprehensive, quantitative evidence to compare the efficacy and safety of SRS following embolization with SRS alone in patients with IAVM new results.
2. Materials and Methods
2.1. Data Sources, Search Strategy, and Selection Criteria
The current systematic review and meta-analysis were conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analysis Protocol [23]. Studies that compared the efficacy and safety of prior embolization for patients with IAVMs treated with SRS were eligible for this study, and restriction was not placed on published language and status. The electronic databases of PubMed, EmBase, and Cochrane Library were systematically searched for eligible studies from their inception until August 12, 2020, and the following search terms were used: (“intracranial arteriovenous malformations” or “brain arteriovenous malformations” or “cerebral arteriovenous malformations”) and (“radiosurgery” or “stereotactic radiosurgery” or “radiotherapy” or “linear accelerator (LINAC)” or “Gamma Knife” or “CyberKnife”) and (“embolization” or “particles” or “N-butyl cyanoacrylate” or “Onyx”). Then, the reference lists of retrieved studies were reviewed manually to select any new study that met the inclusion criteria.
The literature search and study screening process were independently performed by two reviewers, and the disagreement between reviewers was resolved by discussion until a consensus was reached. The study was included if they met all the inclusion criteria: (1) patients, all patients diagnosed with IAVMs, irrespective of disease status; (2) intervention, SRS following embolization; (3) control, SRS alone; (4) outcomes, the study reported on obliteration rate, rehemorrhage rate, or permanent neurological deficits; and (5) study design, original article and unrestricted design type.
2.2. Data Collection and Quality Assessment
A standardized protocol guided the two reviewers to abstract the following items: first author’s name, publication year, study design, country, sample size, male proportion, mean age of patients, hemorrhages proportion, nidus size, nidus volume, margin dose, intervention, follow-up duration, and reported outcomes. Moreover, the methodological quality of the individual study was independently assessed using the Newcastle-Ottawa Scale (NOS) by two reviewers, which was based on selection (4 items, 4 stars), comparability (1 item, 2 stars), and outcome (3 items, 3 stars), and “staring system” for each study ranged from 0 to 9 [24]. Any inconsistency between the two reviewers for data abstracted and quality assessment was resolved by an additional reviewer referring to the full text of the original article.
2.3. Statistical Analysis
The results of reported outcomes were assigned as categorical data, and odds ratio (OR) with 95% confidence interval (CI) was calculated from the event and sample size in each group of each study. Subsequently, the pooled effect estimates were calculated using the random-effects model, which could consider the underlying variations across included studies [25, 26]. Heterogeneity among included studies for each outcome was assessed by and statistic, and significant heterogeneity was defined as or value for [27, 28]. The robustness of pooled conclusion was assessed using the sensitivity analysis through sequential exclusion of individual study [29]. Subgroup analyses for obliteration rate, rehemorrhage rate, and permanent neurological deficits were also performed based on the study design, country, sample size, mean age, nidus volume, margin dose, intervention, follow-up, and study quality, and difference between subgroups was assessed using the interaction test, which assumed that the distribution of effect estimate met the normality [30]. The funnel plot, Egger, and Begg tests were used to assess the potential publication bias [31, 32]. The trim-and-fill method was applied to adjust for potential publication bias if significant publication bias was detected [33]. All statistical analyses in this study were conducted using the Stata software (version 10.0; StataCorp, Texas, USA).
3. Results and Discussion
3.1. Literature Search
The initial electronic search yielded 1,748 articles, and 689 were excluded owing to duplicate titles. Then, 974 of 1,059 studies were excluded because of unrelated topics. The remaining 85 studies were retrieved for further full-text evaluations, and 66 studies were excluded owing to inappropriate control (), other disease statuses (), and insufficient data (). Then, a review of the reference lists of the remaining 19 studies found seven potentially included studies; then, these studies were excluded because of inappropriate control and insufficient data, which were noted in the 66 excluded studies by full-text evaluations. Finally, 19 studies were selected for the final meta-analysis [34–52]. The details regarding the literature search and study selection process are presented in Figure 1.
3.2. Study Characteristics
Of the 19 included studies, two studies had a prospective design [40, 44], and the remaining 17 studies had a retrospective design [34–39, 41–43, 45–52]. The baseline characteristics of the included studies and patients are summarized in Table 1. The included studies recruited a total of 3,454 patients with IAVMs, and the sample size ranged from 22 to 944. Six studies were conducted in Eastern countries [34, 38, 39, 42, 45, 52], and the remaining 13 studies were conducted in Western countries [35–37, 40, 41, 43, 44, 46–51]. Five studies applied linear accelerator radiosurgery as SRS [34–36, 41, 48], nine studies used Gamma Knife surgery as SRS [37, 38, 42, 43, 45, 46, 49, 50, 52], and the remaining five studies applied combined strategies as SRS [39, 40, 44, 47, 51]. The follow-up duration ranged from 24.0 to 180.0 months. The quality of included studies was assessed using the NOS: six studies had 8 stars [36, 42, 46, 48–50], six studies had 7 stars [35, 40, 43, 45, 51, 52], and the remaining seven studies had 6 stars [34, 37–39, 41, 44, 47].
|
3.3. Obliteration Rate
A total of 18 studies reported the effects of SRS following embolization versus SRS alone on the obliteration rate [34–50, 52]. We noted that SRS following embolization was associated with a lower obliteration rate compared with SRS alone (OR, 0.57; 95% CI, 0.44-0.74; ; Figure 2), and significant heterogeneity was observed across included studies. The sensitivity analysis found that the pooled conclusion was not altered by sequential exclusion of individual study (Supplement 1). Although the subgroup analyses found a significant difference in the obliteration rate in most subgroups between SRS following embolization and SRS alone, we noted that SRS following embolization was not associated with the risk of obliteration in prospective pooled studies, studies that did not report on SRS strategy, or studies with low quality (Table 2). Moreover, the treatment effect between SRS following embolization and SRS alone on the risk of obliteration could be affected by nidus volume (), margin dose (), intervention (), and follow-up duration (). Finally, although the Egger test suggested no significant publication bias for the obliteration rate (), the Begg test suggested potential significant publication bias for the obliteration rate () (Supplement 2). The conclusion was not changed after adjusting for publication bias using the trim-and-fill method [33].
|
No: number; yrs: years; vol: volume; NA: not available; SM: Spetzler-Martin; Retro: retrospective; Pro: prospective.
3.4. Rehemorrhage
A total of 10 studies reported the effects of SRS following embolization versus SRS alone on the risk of rehemorrhage [36–39, 42–44, 46–48]. We noted that SRS following embolization was not associated with the risk of rehemorrhage compared with SRS alone (OR, 1.05; 95% CI, 0.81–1.34; ; Figure 3), and unimportant heterogeneity was detected across included studies. This conclusion showed stability through sequential exclusion of individual study (Supplement 1). There was no significant difference in the risk of rehemorrhage in all subgroups between SRS following embolization and SRS alone, and no predefined factors could affect the treatment effects (Table 2). There was no significant publication bias for rehemorrhage ( value for Egger test, 0.512; value for Begg test, 0.721; Supplement 2).
3.5. Permanent Neurological Deficits
Seven studies reported the effects of SRS following embolization versus SRS alone on the risk of permanent neurological deficits [36, 38, 43, 46, 48, 50, 51]. The summary OR indicated no significant difference between SRS following embolization and SRS alone for the risk of permanent neurological deficits (OR, 0.80; 95% CI, 0.48–1.33; ; Figure 4), and significant heterogeneity was noted among included studies. The sensitivity analysis indicated that SRS following embolization might reduce the risk of permanent neurological deficits than SRS alone after excluding the study conducted by Schwyzer et al. [43] (Supplement 1). The subgroup analysis indicated that SRS following embolization was associated with a reduced risk of permanent neurological deficits when the follow-up duration was <60.0 months (Table 2). No significant publication bias for permanent neurological deficits was observed ( value for Egger test: 0.614; value for Begg test, 1.000; Supplement 2).
4. Discussions
This systematic review and meta-analysis were performed based on published articles and compared the treatment effects between SRS following embolization and SRS alone in patients with IAVMs. This study recruited 3,454 patients with IAVMs from two prospective and 17 retrospective studies across a broad range of patient characteristics. This study found that SRS following embolization was associated with a reduced risk of obliteration compared with SRS alone. Moreover, there were no significant differences between SRS following embolization and SRS alone for the risk of rehemorrhage and permanent neurological deficits. The sensitivity analysis found that SRS following embolization might play a protective role on the risk of permanent neurological deficits than SRS alone. Finally, the treatment effects between SRS following embolization and SRS in patients with IAVMs could be affected by nidus volume, margin dose, intervention, and follow-up duration.
Several systematic reviews and meta-analyses have been conducted to compare the treatment effects between SRS following embolization and SRS alone in patients with IAVMs. A review on 10 studies conducted by Xu et al. found that SRS following embolization was associated with a lower obliteration rate, while there were no significant effects on the risk of rehemorrhage and permanent neurological deficits [53]. However, this study provided pooled effect estimates for the treatment effects between SRS following embolization and SRS alone, and whether the treatment effects vary according to patient characteristics were not addressed. An updated meta-analysis conducted by Russell et al. included 12 studies and found that the combination of embolization and SRS was associated with lower obliteration rate compared with SRS alone, while other outcomes were not addressed, and the pooled effect estimates were not calculated [54]. Zhu et al. conducted a meta-analysis of six studies to compare the benefit and risk of Gamma Knife surgery after embolization in patients with residual IAVMs. They point out that Gamma Knife surgery following embolization could significantly reduce the obliteration rate, while it did not affect the risk of rehemorrhage and permanent neurological deficits [55]. However, this study focused on Gamma Knife surgery as an SRS strategy, while other types of SRS were not addressed. Moreover, the analysis only included six studies, and the power might be inadequate to detect potential differences between groups. Therefore, the current updated systematic review and meta-analysis were conducted to compare the treatment effects between SRS following embolization and SRS alone in patients with IAVMs.
The overall result of this study found that SRS following embolization was associated with a lower obliteration rate than SRS alone, which was consistent with the results of previous meta-analyses [53–55]. Several reasons could explain this pooled conclusion: (1) the radiation beams delivered by SRS could be absorbed or scattered by embolic agents and cause a reduced overall dose to the nidus [56], (2) embolization could convert the nidus from dormant status to a dynamic status by promoting angiogenesis within IAVMs [57], (3) the embolization in IAVMs could increase the difficulty to define the nidus by obscuring its boundaries and cause increased risk of SRS treatment failure [58], (4) embolization could fragment the nidus into noncontiguous compartments and increase the difficulty of SRS target [59], and (5) the embolized portions of IAVMs was not the target of SRS, which could recanalize at the post-SRS latency period and cause a patent nidus on follow-up neuroimaging [60]. Moreover, subgroup analyses found the treatment effects between SRS following embolization and SRS alone for the risk of obliteration could be affected by nidus volume, margin dose, intervention, and follow-up duration. Finally, we noted no significant differences between groups for the risk of obliteration in prospective studies, studies that did not report SRS strategy, or studies with low quality. These results could be explained by the statistical power, severity of nidus, intensity of intervention, and reliability of results in the individual study.
The pooled results found that SRS following embolization was not associated with the risk of rehemorrhage compared with SRS alone. Almost all included studies reported similar results. Moreover, the results showed stability and were not altered by using a sensitivity and subgroup analyses. This result could be explained by the difference in the nidus size and volume between the SRS following embolization and SRS alone groups. Furthermore, although SRS following embolization was not associated with the risk of permanent neurological deficits than SRS alone, the sensitivity analysis found that SRS following embolization might reduce the risk of permanent neurological deficits. In addition, the protective role of SRS following embolization on the risk of permanent neurological deficits was mainly observed in studies with follow-up duration of <60.0 months. The potential reason for this could be that most permanent neurological deficits mainly occurred in shorter follow-up duration after SRS.
Several limitations of this study should be acknowledged. First, most included studies (17/19) had a retrospective observational design, and the conclusions of this study were based on lower evidence level, which should be recommended cautiously. Second, the disease status and experience of the clinician are different across included studies, which could affect the prognosis of IAVMs. Third, the heterogeneity across included studies was not fully explained using sensitivity and subgroup analyses, which restricted the reliability of pooled conclusions. Fourth, the background treatment options and rehabilitation strategies were not addressed, which could affect the treatment effects between groups for the midterm and long-term outcomes. Finally, the inherent limitations of the meta-analysis based on published articles include publication bias and analysis based on pooled data.
5. Conclusions
This study found that SRS following embolization could reduce the risk of the obliteration rate than SRS alone. Moreover, the sensitivity analysis suggested that SRS following embolization might play a protective role on the risk of permanent neurological deficits. However, SRS following embolization was not associated with the risk of rehemorrhage. These conclusions should be verified in further large-scale randomized controlled trials.
Data Availability
All data supporting this meta-analysis are from previously reported studies and datasets, which have been cited.
Conflicts of Interest
The authors declare that there is no conflict of interest regarding the publication of this paper.
Acknowledgments
This study was supported by the Nanchang Science and Technology Support Program (No: 2020-133-24).
Supplementary Materials
Supplement 1 Sensitivity Analysis. Figure S1: sensitivity analysis for SRS following embolization versus SRS alone on the risk of obliteration rate. Figure S2: sensitivity analysis for SRS following by prior embolization versus SRS alone on the risk of rehemorrhage. Figure S3: sensitivity analysis for SRS following embolization versus SRS alone on the risk of permanent neurological deficits. Supplement 2 publication bias. Figure S1: publication bias for the obliteration rate. Figure S2: publication bias for the rehemorrhage rate. Figure S3: publication bias for permanent neurological deficits. (Supplementary Materials)
References
- Y. Kato, V. H. Dong, F. Chaddad et al., “Expert consensus on the management of brain arteriovenous malformations,” Asian J Neurosurg, vol. 14, no. 4, pp. 1074–1081, 2019. View at: Publisher Site | Google Scholar
- Joint Writing Group of the Technology Assessment Committee American Society of Interventional and Therapeutic Neuroradiology, Joint Section on Cerebrovascular Neurosurgery a Section of the American Association of Neurological Surgeons and Congress of Neurological Surgeons, Section of Stroke and the Section of Interventional Neurology of the American Academy of Neurology et al., “Reporting terminology for brain arteriovenous malformation clinical and radiographic features for use in clinical trials,” Stroke, vol. 32, no. 6, pp. 1430–1442, 2001. View at: Publisher Site | Google Scholar
- M. Zhang, I. D. Connolly, M. K. Teo et al., “Management of arteriovenous malformations associated with developmental venous anomalies: a literature review and report of 2 cases,” World Neurosurgery, vol. 106, pp. 563–569, 2017. View at: Publisher Site | Google Scholar
- I. J. Abecassis, D. S. Xu, H. H. Batjer, and B. R. Bendok, “Natural history of brain arteriovenous malformations: a systematic review,” Neurosurgical Focus, vol. 37, no. 3, article E7, 2014. View at: Publisher Site | Google Scholar
- R. D. Brown Jr., D. O. Wiebers, G. Forbes et al., “The natural history of unruptured intracranial arteriovenous malformations,” Journal of Neurosurgery, vol. 68, no. 3, pp. 352–357, 1988. View at: Publisher Site | Google Scholar
- S. L. Ondra, H. Troupp, E. D. George, and K. Schwab, “The natural history of symptomatic arteriovenous malformations of the brain: a 24-year follow-up assessment,” Journal of Neurosurgery, vol. 73, no. 3, pp. 387–391, 1990. View at: Publisher Site | Google Scholar
- C. J. Graf, G. E. Perret, and J. C. Torner, “Bleeding from cerebral arteriovenous malformations as part of their natural history,” Journal of Neurosurgery, vol. 58, no. 3, pp. 331–337, 1983. View at: Publisher Site | Google Scholar
- P. Yashar, A. P. Amar, S. L. Giannotta et al., “Cerebral arteriovenous malformations: issues of the interplay between stereotactic radiosurgery and endovascular surgical therapy,” World Neurosurgery, vol. 75, no. 5-6, pp. 638–647, 2011. View at: Publisher Site | Google Scholar
- A. Valavanis and M. G. Yaşargil, “The endovascular treatment of brain arteriovenous malformations,” Advances and Technical Standards in Neurosurgery, vol. 24, pp. 131–214, 1998. View at: Publisher Site | Google Scholar
- D. Ding, R. M. Starke, and J. P. Sheehan, “Radiosurgery for the management of cerebral arteriovenous malformations,” Handbook of Clinical Neurology, vol. 143, pp. 69–83, 2017. View at: Publisher Site | Google Scholar
- W. A. Friedman, F. J. Bova, and R. Spiegelmann, “Linear accelerator radiosurgery at the University of Florida,” Neurosurgery Clinics of North America, vol. 3, no. 1, pp. 141–166, 1992. View at: Publisher Site | Google Scholar
- M. Izawa, M. Hayashi, M. Chernov et al., “Long-term complications after gamma knife surgery for arteriovenous malformations,” Journal of Neurosurgery, vol. 102, pp. 34–37, 2005. View at: Publisher Site | Google Scholar
- B. E. Pollock, D. A. Gorman, and R. J. Coffey, “Patient outcomes after arteriovenous malformation radiosurgical management: results based on a 5- to 14-year follow-up study,” Neurosurgery, vol. 52, no. 6, pp. 1291–1297, 2003. View at: Publisher Site | Google Scholar
- M. Yamamoto, M. Hara, M. Ide, Y. Ono M.D., M. Jimbo M.D., and I. Saito M.D., “Radiation-Related adverse effects observed on neuro-imaging several years after radiosurgery for cerebral arteriovenous malformations,” Surgical Neurology, vol. 49, no. 4, pp. 385–398, 1998. View at: Publisher Site | Google Scholar
- M. Yamamoto, M. Jimbo, M. Hara, I. Saito, and K. Mori, “Gamma knife radiosurgery for arteriovenous malformations: long-term follow-up results focusing on complications occurring more than 5 years after irradiation,” Neurosurgery, vol. 38, no. 5, pp. 906–914, 1996. View at: Publisher Site | Google Scholar
- D. Ding, C. P. Yen, R. M. Starke, Z. Xu, X. Sun, and J. P. Sheehan, “Outcomes following single-session radiosurgery for high-grade intracranial arteriovenous malformations,” British Journal of Neurosurgery, vol. 28, no. 5, pp. 666–674, 2014. View at: Publisher Site | Google Scholar
- H. Kano, D. Kondziolka, J. C. Flickinger et al., “Stereotactic radiosurgery for arteriovenous malformations, part 6: multistaged volumetric management of large arteriovenous malformations,” Journal of Neurosurgery, vol. 116, no. 1, pp. 54–65, 2012. View at: Publisher Site | Google Scholar
- S. Moosa, C. J. Chen, D. Ding et al., “Volume-staged versus dose-staged radiosurgery outcomes for large intracranial arteriovenous malformations,” Neurosurgical Focus, vol. 37, no. 3, article E18, 2014. View at: Publisher Site | Google Scholar
- D. Q. Sun, K. A. Carson, S. M. Raza et al., “The radiosurgical treatment of arteriovenous malformations: obliteration, morbidities, and performance status,” International Journal of Radiation Oncology • Biology • Physics, vol. 80, no. 2, pp. 354–361, 2011. View at: Publisher Site | Google Scholar
- Y. P. Gobin, A. Laurent, L. Merienne et al., “Treatment of brain arteriovenous malformations by embolization and radiosurgery,” Journal of Neurosurgery, vol. 85, no. 1, pp. 19–28, 1996. View at: Publisher Site | Google Scholar
- H. K. Inoue and C. Ohye, “Hemorrhage risks and obliteration rates of arteriovenous malformations after gamma knife radiosurgery,” Journal of Neurosurgery, vol. 97, no. 5, pp. 474–476, 2002. View at: Publisher Site | Google Scholar
- S. Miyachi, M. Negoro, T. Okamoto et al., “Embolisation of cerebral arteriovenous malformations to assure successful subsequent radiosurgery,” Journal of Clinical Neuroscience, vol. 7, pp. 82–85, 2000. View at: Publisher Site | Google Scholar
- D. Moher, A. Liberati, J. Tetzlaff, D. G. Altman, and The PRISMA Group, “Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement,” PLoS Medicine, vol. 6, no. 7, article e1000097, 2009. View at: Publisher Site | Google Scholar
- G. Wells, B. Shea, and D. O’Connell, The Newcastle-Ottawa Scale (NOS) for assessing the quality of nonrandomised studies in meta-analyses, Ottawa Hospital Research Institute, Ottawa (ON), 2009, Available: http://www.ohri.ca/programs/clinical_epidemiology/oxford.htm.
- R. DerSimonian and N. Laird, “Meta-analysis in clinical trials,” Controlled Clinical Trials, vol. 7, no. 3, pp. 177–188, 1986. View at: Publisher Site | Google Scholar
- A. E. Ades, G. Lu, and J. P. Higgins, “The interpretation of random-effects meta-analysis in decision models,” Medical Decision Making, vol. 25, no. 6, pp. 646–654, 2005. View at: Publisher Site | Google Scholar
- J. J. Deeks, J. Higgins, and D. G. Altman, “Analysing data and undertaking meta-analyses,” in Cochrane Handbook for Systematic Reviews of Interventions, J. Higgins and S. Green, Eds., pp. 243–296, John Wiley & Sons, Ltd, Chichester, UK, 2008. View at: Publisher Site | Google Scholar
- J. P. Higgins, S. G. Thompson, J. J. Deeks, and D. G. Altman, “Measuring inconsistency in meta-analyses,” BMJ, vol. 327, no. 7414, pp. 557–560, 2003. View at: Publisher Site | Google Scholar
- A. Tobias, “Assessing the influence of a single study in the meta-anyalysis estimate,” Stata Technical Bulletin, vol. 8, pp. 15–17, 1999. View at: Google Scholar
- D. G. Altman and J. M. Bland, “Interaction revisited: the difference between two estimates,” BMJ, vol. 326, no. 7382, p. 219, 2003. View at: Publisher Site | Google Scholar
- M. Egger, G. D. Smith, M. Schneider, and C. Minder, “Bias in meta-analysis detected by a simple, graphical test,” BMJ, vol. 315, no. 7109, pp. 629–634, 1997. View at: Publisher Site | Google Scholar
- C. B. Begg and M. Mazumdar, “Operating characteristics of a rank correlation test for publication bias,” Biometrics, vol. 50, no. 4, pp. 1088–1101, 1994. View at: Publisher Site | Google Scholar
- S. Duvall and R. Tweedie, “A nonparametric “trim and fill” method for assessing publication bias in meta-analysis,” Journal of the American Statistical Association, vol. 95, pp. 89–98, 2000. View at: Publisher Site | Google Scholar
- K. MIZOI, H. JOKURA, T. YOSHIMOTO et al., “Multimodality treatment for large and critically located arteriovenous malformations,” Neurologia Medico-Chirurgica (Tokyo), vol. 38, pp. 186–192, 1998. View at: Publisher Site | Google Scholar
- M. Schlienger, D. Atlan, D. Lefkopoulos et al., “Linac radiosurgery for cerebral arteriovenous malformations: results in 169 patients,” International Journal of Radiation Oncology • Biology • Physics, vol. 46, no. 5, pp. 1135–1142, 2000. View at: Publisher Site | Google Scholar
- Y. M. Andrade-Souza, M. Ramani, D. Scora, M. N. Tsao, K. terBrugge, and M. L. Schwartz, “Embolization before radiosurgery reduces the obliteration rate of arteriovenous malformations,” Neurosurgery, vol. 60, no. 3, pp. 443–452, 2007. View at: Publisher Site | Google Scholar
- A. G. Back, D. Vollmer, O. Zeck, C. Shkedy, and P. M. Shedden, “Retrospective analysis of unstaged and staged Gamma Knife surgery with and without preceding embolization for the treatment of arteriovenous malformations,” Journal of Neurosurgery, vol. 109, pp. 57–64, 2008. View at: Publisher Site | Google Scholar
- M. Izawa, M. Chernov, M. Hayashi, H. Iseki, T. Hori, and K. Takakura, “Combined management of intracranial arteriovenous malformations with embolization and gamma knife radiosurgery: comparative evaluation of the long-term results,” Surgical Neurology, vol. 71, no. 1, pp. 43–52, 2009. View at: Publisher Site | Google Scholar
- S. Y. Yang, D. G. Kim, H. T. Chung, S. H. Paek, J. H. Park, and D. H. Han, “Radiosurgery for large cerebral arteriovenous malformations,” Acta Neurochirurgica, vol. 151, no. 2, pp. 113–124, 2009. View at: Publisher Site | Google Scholar
- T. E. Darsaut, R. Guzman, M. L. Marcellus et al., “Management of pediatric intracranial arteriovenous malformations: experience with multimodality therapy,” Neurosurgery, vol. 69, no. 3, pp. 540–556, 2011. View at: Publisher Site | Google Scholar
- G. Murray and R. H. Brau, “A 10-year experience of radiosurgical treatment for cerebral arteriovenous malformations: a perspective from a series with large malformations,” Journal of Neurosurgery, vol. 115, no. 2, pp. 337–346, 2011. View at: Publisher Site | Google Scholar
- H. Kano, D. Kondziolka, J. C. Flickinger et al., “Stereotactic radiosurgery for arteriovenous malformations after embolization: a case-control study,” Journal of Neurosurgery, vol. 117, no. 2, pp. 265–275, 2012. View at: Publisher Site | Google Scholar
- L. Schwyzer, C. P. Yen, A. Evans, S. Zavoian, and L. Steiner, “Long-term results of gamma knife surgery for partially embolized arteriovenous malformations,” Neurosurgery, vol. 71, no. 6, pp. 1139–1148, 2012. View at: Publisher Site | Google Scholar
- A. Nataraj, M. B. Mohamed, A. Gholkar et al., “Multimodality treatment of cerebral arteriovenous malformations,” World Neurosurgery, vol. 82, no. 1-2, pp. 149–159, 2014. View at: Publisher Site | Google Scholar
- C. C. Lee, C. J. Chen, B. Ball et al., “Stereotactic radiosurgery for arteriovenous malformations after Onyx embolization: a case-control study,” Journal of Neurosurgery, vol. 123, no. 1, pp. 126–135, 2015. View at: Publisher Site | Google Scholar
- E. K. Oermann, D. Ding, C. P. Yen et al., “Effect of prior embolization on cerebral arteriovenous malformation radiosurgery outcomes: a case-control study,” Neurosurgery, vol. 77, no. 3, pp. 406–417, 2015. View at: Publisher Site | Google Scholar
- A. E. Marciscano, J. Huang, R. J. Tamargo et al., “Long-term outcomes with planned multistage reduced dose repeat stereotactic radiosurgery for treatment of inoperable high-grade arteriovenous malformations: an observational retrospective cohort study,” Neurosurgery, vol. 81, no. 1, pp. 136–146, 2017. View at: Publisher Site | Google Scholar
- J. L. Thenier-Villa, R. A. Galárraga-Campoverde, R. M. Martínez Rolán et al., “Linear accelerator stereotactic radiosurgery of central nervous system arteriovenous malformations: a 15-year analysis of outcome-related factors in a single tertiary center,” World Neurosurgery, vol. 103, pp. 291–302, 2017. View at: Publisher Site | Google Scholar
- R. M. Starke, D. Ding, H. Kano et al., “International multicenter cohort study of pediatric brain arteriovenous malformations. Part 2: outcomes after stereotactic radiosurgery,” Journal of Neurosurgery. Pediatrics, vol. 19, no. 2, pp. 136–148, 2017. View at: Publisher Site | Google Scholar
- J. D. Nerva, J. Barber, M. R. Levitt et al., “Onyx embolization prior to stereotactic radiosurgery for brain arteriovenous malformations: a single-center treatment algorithm,” J Neurointerv Surg., vol. 10, no. 3, pp. 258–267, 2018. View at: Publisher Site | Google Scholar
- T. W. Link, G. Winston, J. T. Schwarz et al., “Treatment of unruptured brain arteriovenous malformations: a single-center experience of 86 patients and a critique of the a randomized trial of unruptured brain arteriovenous malformations (ARUBA) trial,” World Neurosurgery, vol. 120, pp. e1156–e1162, 2018. View at: Publisher Site | Google Scholar
- T. Hasegawa, T. Kato, T. Naito et al., “Long-term outcomes for pediatric patients with brain arteriovenous malformations treated with Gamma Knife radiosurgery, part 1: analysis of Nidus obliteration rates and related factors,” World Neurosurgery, vol. 126, pp. e1518–e1525, 2019. View at: Publisher Site | Google Scholar
- F. Xu, J. Zhong, A. Ray, S. Manjila, and N. C. Bambakidis, “Stereotactic radiosurgery with and without embolization for intracranial arteriovenous malformations: a systematic review and meta-analysis,” Neurosurgical Focus, vol. 37, no. 3, article E16, 2014. View at: Publisher Site | Google Scholar
- D. Russell, T. Peck, D. Ding et al., “Stereotactic radiosurgery alone or combined with embolization for brain arteriovenous malformations: a systematic review and meta-analysis,” Journal of Neurosurgery, vol. 128, no. 5, pp. 1338–1348, 2018. View at: Publisher Site | Google Scholar
- D. Zhu, Z. Li, Y. Zhang et al., “Gamma knife surgery with and without embolization for cerebral arteriovenous malformations: a systematic review and meta-analysis,” Journal of Clinical Neuroscience, vol. 56, pp. 67–73, 2018. View at: Publisher Site | Google Scholar
- Y. M. Andrade-Souza, M. Ramani, D. J. Beachey et al., “Liquid embolisation material reduces the delivered radiation dose: a physical experiment,” Acta Neurochirurgica, vol. 150, no. 2, pp. 161–164, 2008. View at: Publisher Site | Google Scholar
- A. Akakin, A. Ozkan, E. Akgun et al., “Endovascular treatment increases but gamma knife radiosurgery decreases angiogenic activity of arteriovenous malformations: an in vivo experimental study using a rat cornea model,” Neurosurgery, vol. 66, no. 1, pp. 121–130, 2010. View at: Publisher Site | Google Scholar
- R. D. Valle, M. Zenteno, J. Jaramillo, A. Lee, and S. de Anda, “Definition of the key target volume in radiosurgical management of arteriovenous malformations: a new dynamic concept based on angiographic circulation time,” Journal of Neurosurgery, vol. 109, pp. 41–50, 2008. View at: Publisher Site | Google Scholar
- N. Shtraus, D. Schifter, B. W. Corn et al., “Radiosurgical treatment planning of AVM following embolization with Onyx: possible dosage error in treatment planning can be averted,” Journal of Neuro-Oncology, vol. 98, no. 2, pp. 271–276, 2010. View at: Publisher Site | Google Scholar
- B. E. Pollock, B. E. Pollock, D. Kondziolka et al., “Repeat stereotactic radiosurgery of arteriovenous malformations: factors associated with incomplete obliteration,” Neurosurgery, vol. 38, no. 2, pp. 318–324, 1996. View at: Publisher Site | Google Scholar
Copyright
Copyright © 2021 Zhiqun Jiang et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.