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Beneš V, Bubeníková A, Skalický P, Bradáč O. Treatment of Brain Arteriovenous Malformations. Adv Tech Stand Neurosurg 2024; 49:139-179. [PMID: 38700684 DOI: 10.1007/978-3-031-42398-7_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/01/2024]
Abstract
Brain arteriovenous malformations (AVMs) are a rare entity of vascular anomalies, characteristic of anatomical shunting where arterial blood directly flows into the venous circulation. The main aim of the active treatment policy of brain AVMs is the prevention of haemorrhage. There are well-established treatment strategies that continually improve in their safety and efficacy, primarily due to the advances in imaging modalities, targeted and novel techniques, the development of alternative treatment approaches, and even better experience with the disease itself. There are interesting imaging novelties that may be prospectively applicable in the decision-making and planning of the most effective treatment approach for individual patients with intracranial AVM. Surgery is often considered the first-line treatment; however, each patient should be evaluated individually, and the risks of the active treatment policy should not overcome the benefits of the spontaneous natural history of the disease. All treatment modalities, i.e., surgery, radiosurgery, endovascular embolization, and observation, are justified but need to be meticulously selected for each individual patient in order to deliver the best treatment outcome. This chapter deals with historical and currently applied dogmas, followed by introductions of advances in each available treatment modality of AVM management.
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Affiliation(s)
- Vladimír Beneš
- Department of Neurosurgery and Neurooncology, Military University Hospital, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Adéla Bubeníková
- Department of Neurosurgery and Neurooncology, Military University Hospital, First Faculty of Medicine, Charles University, Prague, Czech Republic
- Department of Neurosurgery, Motol University Hospital, Second Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Petr Skalický
- Department of Neurosurgery and Neurooncology, Military University Hospital, First Faculty of Medicine, Charles University, Prague, Czech Republic
- Department of Neurosurgery, Motol University Hospital, Second Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Ondřej Bradáč
- Department of Neurosurgery and Neurooncology, Military University Hospital, First Faculty of Medicine, Charles University, Prague, Czech Republic.
- Department of Neurosurgery, Motol University Hospital, Second Faculty of Medicine, Charles University, Prague, Czech Republic.
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Rodríguez Mallma MJ, Vilca-Aguilar M, Zuloaga-Rotta L, Borja-Rosales R, Salas-Ojeda M, Mauricio D. Machine Learning Approach for Analyzing 3-Year Outcomes of Patients with Brain Arteriovenous Malformation (AVM) after Stereotactic Radiosurgery (SRS). Diagnostics (Basel) 2023; 14:22. [PMID: 38201331 PMCID: PMC10871108 DOI: 10.3390/diagnostics14010022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 12/14/2023] [Accepted: 12/17/2023] [Indexed: 01/12/2024] Open
Abstract
A cerebral arteriovenous malformation (AVM) is a tangle of abnormal blood vessels that irregularly connects arteries and veins. Stereotactic radiosurgery (SRS) has been shown to be an effective treatment for AVM patients, but the factors associated with AVM obliteration remains a matter of debate. In this study, we aimed to develop a model that can predict whether patients with AVM will be cured 36 months after intervention by means of SRS and identify the most important predictors that explain the probability of being cured. A machine learning (ML) approach was applied using decision tree (DT) and logistic regression (LR) techniques on historical data (sociodemographic, clinical, treatment, angioarchitecture, and radiosurgery procedure) of 202 patients with AVM who underwent SRS at the Instituto de Radiocirugía del Perú (IRP) between 2005 and 2018. The LR model obtained the best results for predicting AVM cure with an accuracy of 0.92, sensitivity of 0.93, specificity of 0.89, and an area under the curve (AUC) of 0.98, which shows that ML models are suitable for predicting the prognosis of medical conditions such as AVM and can be a support tool for medical decision-making. In addition, several factors were identified that could explain whether patients with AVM would be cured at 36 months with the highest likelihood: the location of the AVM, the occupation of the patient, and the presence of hemorrhage.
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Affiliation(s)
| | - Marcos Vilca-Aguilar
- Instituto de Radiocirugía del Perú, Clínica San Pablo, Lima 15023, Peru
- Servicio de Neurocirugía, Hospital María Auxiliadora, Lima 15828, Peru
| | - Luis Zuloaga-Rotta
- Facultad de Ingeniería Industrial y de Sistemas, Universidad Nacional de Ingeniería, Lima 15333, Peru
| | - Rubén Borja-Rosales
- Facultad de Ingeniería Industrial y de Sistemas, Universidad Nacional de Ingeniería, Lima 15333, Peru
| | | | - David Mauricio
- Universidad Nacional Mayor de San Marcos, Lima 15081, Peru
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Abou-Al-Shaar H, Patel A, Mallela AN, Bin-Alamer O, Niranjan A, Peker S, Samanci Y, Liscak R, May J, Kumar JS, Sheehan JP, Lunsford LD. Chronic Encapsulated Expanding Hematomas After Stereotactic Radiosurgery for Intracranial Arteriovenous Malformations: An International Multicenter Case Series. Neurosurgery 2023; 92:195-204. [PMID: 36519863 DOI: 10.1227/neu.0000000000002175] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 08/04/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Stereotactic radiosurgery (SRS) offers a minimally invasive treatment modality for appropriately selected intracranial arteriovenous malformations (AVMs). Recent reports have described the development of rare, delayed chronic encapsulated expanding hematomas (CEEHs) at the site of an angiographically confirmed obliterated AVM. OBJECTIVE To elucidate the incidence, characteristics, and management of CEEH in patients with AVM after SRS. METHODS The records of all patients who underwent SRS for an intracranial AVM at 4 institutions participating in the International Radiosurgery Research Foundation between 1987 and 2021 were retrospectively reviewed. Data regarding characteristics of the AVM, SRS treatment parameters, CEEH presentation, management, and outcomes were collected and analyzed. RESULTS Among 5430 patients, 15 developed a CEEH at a crude incidence of 0.28%. Nine patients were female, and the mean age was 43 ± 14.6 years. Nine patients underwent surgical evacuation, while 6 were managed conservatively. The median CEEH development latency was 106 months after SRS. The patients were followed for a median of 32 months, and 9 patients improved clinically, while 6 patients remained stable. No intraoperative complications were reported after CEEH resection, although 1 patient recovered from postoperative meningitis requiring intravenous antibiotics. CONCLUSION CEEH is a rare, late complication of AVM SRS with an incidence of 0.28% and a median latency of 106 months. In the presence of a delayed and symptomatic expanding hematoma in the bed of an angiographically obliterated AVM, surgical resection resulted in clinical improvement in most patients. Conservative management is possible in asymptomatic patients with stable, small-sized hematomas in deeply seated locations.
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Affiliation(s)
- Hussam Abou-Al-Shaar
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Aneek Patel
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Arka N Mallela
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Othman Bin-Alamer
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Ajay Niranjan
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Selcuk Peker
- Department of Neurosurgery, Koc University School of Medicine, Istanbul, Turkey
| | - Yavuz Samanci
- Department of Neurosurgery, Koc University School of Medicine, Istanbul, Turkey
| | - Roman Liscak
- Department of Radiation and Stereotactic Neurosurgery, Na Homolce Hospital, Prague, Czech Republic
| | - Jaromir May
- Department of Radiation and Stereotactic Neurosurgery, Na Homolce Hospital, Prague, Czech Republic
| | - Jeyan Sathia Kumar
- Department of Neurological Surgery, University of Virginia, Charlottesville, Virginia, USA
| | - Jason P Sheehan
- Department of Neurological Surgery, University of Virginia, Charlottesville, Virginia, USA
| | - L Dade Lunsford
- Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
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Abbas R, Al-Saiegh F, Atallah E, Naamani KE, Tjoumakaris S, Gooch MR, Herial NA, Jabbour P, Rosenwasser RH. Treatment of Intracerebral Vascular Malformations: When to Intervene. Curr Treat Options Neurol 2022. [DOI: 10.1007/s11940-022-00739-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Chhablani J, Jager R, Ong J, Lohrenz R, Hamilton RJ, Stea B, Drew M, Kokame G. Two-year outcomes of episcleral brachytherapy adjunct to anti-VEGF therapy for treatment-resistant nAMD. Graefes Arch Clin Exp Ophthalmol 2022; 260:3791-3798. [PMID: 35713709 DOI: 10.1007/s00417-022-05736-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 06/01/2022] [Accepted: 06/07/2022] [Indexed: 11/24/2022] Open
Abstract
PURPOSE This study was designed to demonstrate the safety and feasibility of episcleral brachytherapy (ESB) for the treatment of anti-vascular endothelial growth factor (anti-VEGF) resistant neovascular age-related macular degeneration (nAMD) in a 6-subject cohort adjunct to anti-VEGF therapy. METHODS Six eyes of six subjects with anti-VEGF resistant nAMD (persistent fluid or hemorrhage despite frequent anti-VEGF treatment) were treated with ESB between May 2018 and July 2018 as part of a larger early feasibility trial. Baseline and follow-up exams with multi-modal imaging were conducted. RESULTS In this analysis, six eyes were included. The mean age was 74.7 years; 33% were female; 67% had polypoidal choroidal vasculopathy. The mean number of lifetime anti-VEGF injections received prior to the study enrollment was 33.9 injections and 10 injections in the year prior to the study enrollment. In the first and second years following ESB, the mean number of injections was 8.5 and 8, respectively. No evidence of radiation-induced toxicity through 2 years following ESB was observed. The mean baseline VA was 55.3 letters. At 1 year, the mean VA increased by 3.2 letters and 1.7 letters at year 2. At 2 years, the mean change in vascular complex on ICGA was - 18%, - 43% on OCTA, and - 5% on FA. The subjects also experienced a mean decrease in CRT on OCT of 21% after 2 years. CONCLUSIONS The results from this six-subject cohort with 2-year data support additional investigations of ESB for nAMD, specifically those with persistent disease activity and treatment resistant nAMD.
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Affiliation(s)
- Jay Chhablani
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
| | - Rama Jager
- University Retina and Macula Associates, Oak Forest, IL, USA
- University of Illinois, Chicago, IL, USA
| | - Joshua Ong
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | | | - Russell J Hamilton
- Department of Radiation Oncology, University of Arizona, Tucson, AZ, USA
| | - Baldassare Stea
- Department of Radiation Oncology, University of Arizona, Tucson, AZ, USA
- University of Arizona Cancer Center, University of Arizona, Tucson, AZ, USA
| | | | - Gregg Kokame
- Division of Ophthalmology, Department of Surgery, University of Hawaii John A. Burns School of Medicine, Honolulu, HI, USA
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The addition of adjuvant radiotherapy in the management of extracranial arterio-venous malformations: a case discussion. JOURNAL OF RADIOTHERAPY IN PRACTICE 2022. [DOI: 10.1017/s1460396922000164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Abstract
Introduction:
The management of extracranial arterio-venous malformations (AVMs) is complex and often requires a multidisciplinary approach. Currently, treatment includes surgical resection and embolotherapy.
Methods:
We present the case of a foot AVM that was managed with adjuvant radiotherapy after previous surgery and embolotherapy had been attempted, and we discuss the role of radiotherapy in the management of extracranial AVMs.
Results:
The malformation was successfully eradicated with complete obliteration of the nidus and no recurrence.
Conclusions:
The addition of radiotherapy in the management of extracranial arterio-venous malformations offers promising results using similar doses to those used in brain AVMs.
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Faqihi F, Stoodley MA, McRobb LS. The Evolution of Safe and Effective Coaguligands for Vascular Targeting and Precision Thrombosis of Solid Tumors and Vascular Malformations. Biomedicines 2021; 9:biomedicines9070776. [PMID: 34356840 PMCID: PMC8301394 DOI: 10.3390/biomedicines9070776] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 06/28/2021] [Accepted: 06/29/2021] [Indexed: 12/20/2022] Open
Abstract
In cardiovascular and cerebrovascular biology, control of thrombosis and the coagulation cascade in ischemic stroke, myocardial infarction, and other coagulopathies is the focus of significant research around the world. Ischemic stroke remains one of the largest causes of death and disability in developed countries. Preventing thrombosis and protecting vessel patency is the primary goal. However, utilization of the body’s natural coagulation cascades as an approach for targeted destruction of abnormal, disease-associated vessels and tissues has been increasing over the last 30 years. This vascular targeting approach, often termed “vascular infarction”, describes the deliberate, targeted delivery of a thrombogenic effector to diseased blood vessels with the aim to induce localized activation of the coagulation cascade and stable thrombus formation, leading to vessel occlusion and ablation. As systemic delivery of pro-thrombotic agents may cause consternation amongst traditional stroke researchers, proponents of the approach must suitably establish both efficacy and safety to take this field forward. In this review, we describe the evolution of this field and, with a focus on thrombogenic effectors, summarize the current literature with respect to emerging trends in “coaguligand” development, in targeted tumor vessel destruction, and in expansion of the approach to the treatment of brain vascular malformations.
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Leclerc X, Guillaud O, Reyns N, Hodel J, Outteryck O, Bala F, Bricout N, Bretzner M, Ramdane N, Pruvo JP, Hacein-Bey L, Kuchcinski G. Follow-Up MRI for Small Brain AVMs Treated by Radiosurgery: Is Gadolinium Really Necessary? AJNR Am J Neuroradiol 2020; 41:437-445. [PMID: 32029465 DOI: 10.3174/ajnr.a6404] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Accepted: 12/17/2019] [Indexed: 12/27/2022]
Abstract
BACKGROUND AND PURPOSE Follow-up MR imaging of brain AVMs currently relies on contrast-enhanced sequences. Noncontrast techniques, including arterial spin-labeling and TOF, may have value in detecting a residual nidus after radiosurgery. The aim of this study was to compare noncontrast with contrast-enhanced MR imaging for the differentiation of residual-versus-obliterated brain AVMs in radiosurgically treated patients. MATERIALS AND METHODS Twenty-eight consecutive patients with small brain AVMs (<20 mm) treated by radiosurgery were followed with the same MR imaging protocol. Three neuroradiologists, blinded to the results, independently reviewed the following: 1) postcontrast images alone (4D contrast-enhanced MRA and postcontrast 3D T1 gradient recalled-echo), 2) arterial spin-labeling and TOF images alone, and 3) all MR images combined. The primary end point was the detection of residual brain AVMs using a 5-point scale, with DSA as the reference standard. RESULTS The highest interobserver agreement was for arterial spin-labeling/TOF (κ = 0.81; 95% confidence interval, 0.66-0.93). Regarding brain AVM detection, arterial spin-labeling/TOF had higher sensitivity (sensitivity, 85%; specificity, 100%; 95% CI, 62-97) than contrast-enhanced MR imaging (sensitivity, 55%; specificity, 100%; 95% CI, 27-73) and all MR images combined (sensitivity, 75%; specificity, 100%; 95% CI, 51-91) (P = .008). All nidus obliterations on DSA were detected on MR imaging. In 6 patients, a residual brain AVM present on DSA was only detected with arterial spin-labeling/TOF, including 3 based solely on arterial spin-labeling images. CONCLUSIONS In this study of radiosurgically treated patients with small brain AVMs, arterial spin-labeling/TOF was found to be superior to gadolinium-enhanced MR imaging in detecting residual AVMs.
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Affiliation(s)
- X Leclerc
- From the Departments of Neuroradiology (X.L., O.G., O.O., F.B., N.B., M.B., J.-P.P., G.K.), Neurosurgery (N. Reyns), Neurology (O.O.), Centre Hospitalier Universitaire Lille, Lille, France .,Inserm U1171, Degenerative and Vascular Cognitive Disorders (X.L., O.O., J.-P.P., G.K.), University of Lille, Lille, France
| | - O Guillaud
- From the Departments of Neuroradiology (X.L., O.G., O.O., F.B., N.B., M.B., J.-P.P., G.K.), Neurosurgery (N. Reyns), Neurology (O.O.), Centre Hospitalier Universitaire Lille, Lille, France
| | - N Reyns
- From the Departments of Neuroradiology (X.L., O.G., O.O., F.B., N.B., M.B., J.-P.P., G.K.), Neurosurgery (N. Reyns), Neurology (O.O.), Centre Hospitalier Universitaire Lille, Lille, France.,Inserm U1189-ONCO-THAI-Image Assisted Laser Therapy for Oncology (N. Reyns), University of Lille, Lille, France
| | - J Hodel
- Department of Neuroradiology (J.H.), Hôpital Henri Mondor, Créteil, France; EA 2694-Public Health: Epidemiology and Quality of Care (N. Ramdane), University of Lille, Centre Hospitalier Universitaire Lille, Lille, France
| | - O Outteryck
- From the Departments of Neuroradiology (X.L., O.G., O.O., F.B., N.B., M.B., J.-P.P., G.K.), Neurosurgery (N. Reyns), Neurology (O.O.), Centre Hospitalier Universitaire Lille, Lille, France.,Inserm U1171, Degenerative and Vascular Cognitive Disorders (X.L., O.O., J.-P.P., G.K.), University of Lille, Lille, France
| | - F Bala
- From the Departments of Neuroradiology (X.L., O.G., O.O., F.B., N.B., M.B., J.-P.P., G.K.), Neurosurgery (N. Reyns), Neurology (O.O.), Centre Hospitalier Universitaire Lille, Lille, France
| | - N Bricout
- From the Departments of Neuroradiology (X.L., O.G., O.O., F.B., N.B., M.B., J.-P.P., G.K.), Neurosurgery (N. Reyns), Neurology (O.O.), Centre Hospitalier Universitaire Lille, Lille, France
| | - M Bretzner
- From the Departments of Neuroradiology (X.L., O.G., O.O., F.B., N.B., M.B., J.-P.P., G.K.), Neurosurgery (N. Reyns), Neurology (O.O.), Centre Hospitalier Universitaire Lille, Lille, France
| | - N Ramdane
- Department of Neuroradiology (J.H.), Hôpital Henri Mondor, Créteil, France; EA 2694-Public Health: Epidemiology and Quality of Care (N. Ramdane), University of Lille, Centre Hospitalier Universitaire Lille, Lille, France
| | - J-P Pruvo
- From the Departments of Neuroradiology (X.L., O.G., O.O., F.B., N.B., M.B., J.-P.P., G.K.), Neurosurgery (N. Reyns), Neurology (O.O.), Centre Hospitalier Universitaire Lille, Lille, France.,Inserm U1171, Degenerative and Vascular Cognitive Disorders (X.L., O.O., J.-P.P., G.K.), University of Lille, Lille, France
| | - L Hacein-Bey
- Neuroradiology, Radiology Department (L.H.-B.), University of California Davis School of Medicine, Sacramento, California
| | - G Kuchcinski
- From the Departments of Neuroradiology (X.L., O.G., O.O., F.B., N.B., M.B., J.-P.P., G.K.), Neurosurgery (N. Reyns), Neurology (O.O.), Centre Hospitalier Universitaire Lille, Lille, France.,Inserm U1171, Degenerative and Vascular Cognitive Disorders (X.L., O.O., J.-P.P., G.K.), University of Lille, Lille, France
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Hung YC, Mohammed N, Eluvathingal Muttikkal TJ, Kearns KN, Li CE, Narayan A, Schlesinger D, Xu Z, Sheehan JP. The impact of preradiosurgery embolization on intracranial arteriovenous malformations: a matched cohort analysis based on de novo lesion volume. J Neurosurg 2019; 133:1156-1167. [PMID: 31470409 DOI: 10.3171/2019.5.jns19722] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Accepted: 05/30/2019] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The benefits and risks of pre-stereotactic radiosurgery (SRS) embolization have been reported in different studies. The goal of this study was to compare the long-term outcome of arteriovenous malformations (AVMs) treated with and without pre-SRS embolization. METHODS A database including 1159 patients with AVMs who underwent SRS was reviewed. The embolized group was selected by including AVMs with pre-SRS embolization, maximal diameter > 30 mm, and estimated volume > 8 ml. The nonembolized group was defined as AVMs treated by SRS alone with matched de novo nidus volume. Outcomes including incidences of favorable clinical outcome (obliteration without hemorrhage, cyst formation, worsening, or new seizures), obliteration, adverse effects, and angioarchitectural complexity were evaluated. RESULTS The study cohort comprised 17 patients in the embolized group (median AVM volume 17.0 ml) and 35 patients in the nonembolized group (median AVM volume 13.1 ml). The rates of obliteration (embolized cohort: 33%, 44%, and 56%; nonembolized cohort: 32%, 47%, and 47% at 4, 6, and 10 years, respectively) and favorable outcome were comparable between the 2 groups. However, the embolized group had a significantly higher incidence of repeat SRS (41% vs 23%, p = 0.012) and total procedures (median number of procedures 4 vs 1, p < 0.001), even with a significantly higher margin dose delivered at the first SRS (23 Gy vs 17 Gy, p < 0.001). The median angioarchitectural complexity score was reduced from 7 to 5 after embolization. Collateral flow and neovascularization were more frequently observed in the embolized nonobliterated AVMs. CONCLUSIONS Both embolization plus SRS and SRS alone were effective therapies for moderately large (8-39 ml) AVMs. Even with a significantly higher prescription dose at the time of initial SRS, the embolized group still required more procedures to reach final obliteration. The presence of collateral flow and neovascularization could be risk factors for a failure to obliterate following treatment.
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Affiliation(s)
- Yi-Chieh Hung
- 1Department of Neurological Surgery, University of Virginia, Charlottesville, Virginia
- 2Division of Neurosurgery, Department of Surgery, Chi-Mei Medical Center, Tainan, Taiwan
- 3Department of Recreation and Healthcare Management, Chia Nan University of Pharmacy and Science, Tainan, Taiwan; and
| | - Nasser Mohammed
- 1Department of Neurological Surgery, University of Virginia, Charlottesville, Virginia
| | | | - Kathryn N Kearns
- 1Department of Neurological Surgery, University of Virginia, Charlottesville, Virginia
| | - Chelsea Eileen Li
- 1Department of Neurological Surgery, University of Virginia, Charlottesville, Virginia
| | - Aditya Narayan
- 1Department of Neurological Surgery, University of Virginia, Charlottesville, Virginia
| | - David Schlesinger
- 1Department of Neurological Surgery, University of Virginia, Charlottesville, Virginia
| | - Zhiyuan Xu
- 1Department of Neurological Surgery, University of Virginia, Charlottesville, Virginia
| | - Jason P Sheehan
- 1Department of Neurological Surgery, University of Virginia, Charlottesville, Virginia
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Shaligram SS, Winkler E, Cooke D, Su H. Risk factors for hemorrhage of brain arteriovenous malformation. CNS Neurosci Ther 2019; 25:1085-1095. [PMID: 31359618 PMCID: PMC6776739 DOI: 10.1111/cns.13200] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2019] [Revised: 07/09/2019] [Accepted: 07/11/2019] [Indexed: 12/16/2022] Open
Abstract
Patients with brain arteriovenous malformation (bAVM) are at risk of intracranial hemorrhage (ICH). Overall, bAVM accounts for 25% of hemorrhagic strokes in adults <50 years of age. The treatment of unruptured bAVMs has become controversial, because the natural history of these patients may be less morbid than invasive therapies. Available treatments include observation, surgical resection, endovascular embolization, stereotactic radiosurgery, or combination thereof. Knowing the risk factors for bAVM hemorrhage is crucial for selecting appropriate therapeutic strategies. In this review, we discussed several biological risk factors, which may contribute to bAVM hemorrhage.
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Affiliation(s)
- Sonali S Shaligram
- Center for Cerebrovascular Research, Department of Anesthesia and Perioperative care, University of California, San Francisco, California
| | - Ethan Winkler
- Department of Neurological Surgery, University of California, San Francisco, California
| | - Daniel Cooke
- Department of Radiology, University of California, San Francisco, California
| | - Hua Su
- Center for Cerebrovascular Research, Department of Anesthesia and Perioperative care, University of California, San Francisco, California
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11
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Wang T, Lei Y, Tian S, Jiang X, Zhou J, Liu T, Dresser S, Curran WJ, Shu HK, Yang X. Learning-based automatic segmentation of arteriovenous malformations on contrast CT images in brain stereotactic radiosurgery. Med Phys 2019; 46:3133-3141. [PMID: 31050804 DOI: 10.1002/mp.13560] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Revised: 04/23/2019] [Accepted: 04/23/2019] [Indexed: 11/09/2022] Open
Abstract
PURPOSE Stereotactic radiosurgery (SRS) is widely used to obliterate arteriovenous malformations (AVMs). Its performance relies on the accuracy of delineating the target AVM. Manual segmentation during a framed SRS procedure is time consuming and subject to inter- and intraobserver variation. To address these drawbacks, we proposed a deep learning-based method to automatically segment AVMs on CT simulation image sets. METHODS We developed a deep learning-based method using a deeply supervised three-dimensional (3D) V-Net with a compound loss function. A 3D supervision mechanism was integrated into a residual network, V-Net, to deal with the optimization difficulties when training deep networks with limited training data. The proposed compound loss function including logistic and Dice losses encouraged similarity and penalized discrepancy simultaneously between prediction and training dataset; this was utilized to supervise the 3D V-Net at different stages. To evaluate the accuracy of segmentation, we retrospectively investigated 80 AVM patients who had CT simulation and digital subtraction angiography (DSA) acquired prior to treatment. The AVM target volume was segmented by our proposed method. They were compared with clinical contours approved by physicians with regard to Dice overlapping, difference in volume and centroid, and dose coverage changes on original plan. RESULTS Contours created by the proposed method demonstrated very good visual agreement to the ground truth contours. The mean Dice similarity coefficient (DSC), sensitivity and specificity of the contours delineated by our method were >0.85 among all patients. The mean centroid distance between our results and ground truth was 0.675 ± 0.401 mm, and was not significantly different in any of the three orthogonal directions. The correlation coefficient between ground truth and AVM volume resulting from the proposed method was 0.992 with statistical significance. The mean volume difference among all patients was 0.076 ± 0.728 cc; there was no statistically significant difference. The average differences in dose metrics were all less than 0.2 Gy, with standard deviation less than 1 Gy. No statistically significant differences were observed in any of the dose metrics. CONCLUSION We developed a novel, deeply supervised, deep learning-based approach to automatically segment the AVM volume on CT images. We demonstrated its clinical feasibility by validating the shape and positional accuracy, and dose coverage of the automatic volume. These results demonstrate the potential of a learning-based segmentation method for delineating AVMs in the clinical setting.
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Affiliation(s)
- Tonghe Wang
- Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, 30322, USA
| | - Yang Lei
- Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, 30322, USA
| | - Sibo Tian
- Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, 30322, USA
| | - Xiaojun Jiang
- Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, 30322, USA
| | - Jun Zhou
- Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, 30322, USA
| | - Tian Liu
- Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, 30322, USA
| | - Sean Dresser
- Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, 30322, USA
| | - Walter J Curran
- Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, 30322, USA
| | - Hui-Kuo Shu
- Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, 30322, USA
| | - Xiaofeng Yang
- Department of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, 30322, USA
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Winkler EA, Lu AY, Raygor KP, Linzey JR, Jonzzon S, Lien BV, Rutledge WC, Abla AA. Defective vascular signaling & prospective therapeutic targets in brain arteriovenous malformations. Neurochem Int 2019; 126:126-138. [PMID: 30858016 DOI: 10.1016/j.neuint.2019.03.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 03/01/2019] [Accepted: 03/04/2019] [Indexed: 02/08/2023]
Abstract
The neurovascular unit is composed of endothelial cells, vascular smooth muscle cells, pericytes, astrocytes and neurons. Through tightly regulated multi-directional cell signaling, the neurovascular unit is responsible for the numerous functionalities of the cerebrovasculature - including the regulation of molecular and cellular transport across the blood-brain barrier, angiogenesis, blood flow responses to brain activation and neuroinflammation. Historically, the study of the brain vasculature focused on endothelial cells; however, recent work has demonstrated that pericytes and vascular smooth muscle cells - collectively known as mural cells - play critical roles in many of these functions. Given this emerging data, a more complete mechanistic understanding of the cellular basis of brain vascular malformations is needed. In this review, we examine the integrated functions and signaling within the neurovascular unit necessary for normal cerebrovascular structure and function. We then describe the role of aberrant cell signaling within the neurovascular unit in brain arteriovenous malformations and identify how these pathways may be targeted therapeutically to eradicate or stabilize these lesions.
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Affiliation(s)
- Ethan A Winkler
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA.
| | - Alex Y Lu
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Kunal P Raygor
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Joseph R Linzey
- Department of Neurosurgery, University of Michigan, Ann Arbor, MI, USA
| | - Soren Jonzzon
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Brian V Lien
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
| | - W Caleb Rutledge
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Adib A Abla
- Department of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA
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13
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Endovascular Therapy for Brainstem Arteriovenous Malformations. World Neurosurg 2018; 125:481-488. [PMID: 30149173 DOI: 10.1016/j.wneu.2018.08.099] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2018] [Revised: 08/11/2018] [Accepted: 08/13/2018] [Indexed: 11/21/2022]
Abstract
Brainstem arteriovenous malformations (AVMs) represent ∼5% of all intracranial AVMs and carry a higher risk of hemorrhage than their supratentorial counterparts. There is a high and near-uniform mortality with initial and recurrent episodes of hemorrhage. Brainstem AVMs may also present symptomatically with focal neurologic deficits or hydrocephalus. Treatment is indicated for ruptured and symptomatic brainstem AVMs, as well as those possessing high-risk angioarchitectural features. Microsurgical resection and stereotactic radiosurgery are ideal therapeutic options when feasible. Embolization is most commonly used as adjunctive treatment before surgery or stereotactic radiosurgical irradiation. Preoperative embolization facilitates microsurgical resection and reduces intraoperative and postoperative hemorrhage rates. Use of embolization preradiosurgically helps to reduce nidal size, transforming a large lesion to a size amenable to radiosurgical intervention, increasing the probability of obliteration, decreasing procedural hemorrhage risk, stabilizing the lesion until radiotherapeutic effect achieves obliteration, and providing interval symptomatic resolution. Embolization may also be used effectively as stand-alone monotherapy for small lesions with 1 or 2 arterial feeders not supplying eloquent parenchyma. Although an extensive evidence base exists for clinical usefulness of stereotactic radiosurgery as monotherapy or in combination with other therapeutic modalities, only a few studies have reported specifically on obliteration and complication rates with monotherapeutic embolization in the treatment of brainstem AVMs. The potential role of embolization as monotherapy for brainstem AVMs is reviewed and discussed.
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Pomeraniec IJ, Ding D, Starke RM, Liu KC, Mrachek EK, Lopes MB, Sheehan JP. Delayed cyst formation after stereotactic radiosurgery for brain arteriovenous malformations. J Neurosurg 2017; 129:937-946. [PMID: 29192860 DOI: 10.3171/2017.6.jns17559] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Stereotactic radiosurgery (SRS) is a commonly employed treatment modality for brain arteriovenous malformations (AVMs). However, due to the low frequency of delayed cyst formation after AVM SRS, as well as the prolonged time interval between treatment and its occurrence, the characteristics of post-SRS cyst formation are not well defined. Therefore, the aims of this retrospective cohort study are to determine the rate of cyst formation after SRS for AVMs, identify predictive factors, and evaluate the clinical sequelae of post-SRS cysts. METHODS The authors analyzed an SRS database for AVM patients who underwent SRS at the University of Virginia and identified those who developed post-SRS cysts. Statistical analyses were performed to determine predictors of post-SRS cyst formation and the effect of cyst formation on new or worsening seizures after SRS. RESULTS The study cohort comprised 1159 AVM patients treated with SRS; cyst formation occurred in 17 patients (post-SRS cyst rate of 1.5%). Compared with patients who did not develop post-SRS cysts, those with cyst formation were treated with a greater number of radiosurgical isocenters (mean 3.8 vs 2.8, p = 0.047), had a longer follow-up (mean 132 vs 71 months, p < 0.001), were more likely to develop radiological radiation-induced changes (RIC) (64.7% vs 36.1%, p = 0.021), and had a longer duration of RIC (57 vs 21 months, p < 0.001). A higher number of isocenters (p = 0.014), radiological RIC (p = 0.002), and longer follow-up (p = 0.034) were found to be independent predictors of post-SRS cyst formation in the multivariate analysis. There was a trend toward a significant association between cyst formation and new or worsening seizures in univariate analysis (p = 0.054). CONCLUSIONS Patients with greater nidal complexity appear to be more prone to post-SRS cyst formation. The findings of this study emphasize the importance of long-term follow-up for patients who have undergone AVM SRS, even after nidal obliteration is achieved. Post-SRS cysts may be epileptogenic, although seizure outcomes after AVM SRS are multifactorial.
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Affiliation(s)
| | | | - Robert M Starke
- 5Departments of Neurosurgery and Radiology, Jackson Memorial Hospital and University of Miami Hospital, Miami, Florida
| | | | - E Kelly Mrachek
- 4Neuropathology, University of Virginia Health System, Charlottesville, Virginia; and
| | - M Beatriz Lopes
- 4Neuropathology, University of Virginia Health System, Charlottesville, Virginia; and
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Ding C, Hrycushko B, Whitworth L, Li X, Nedzi L, Weprin B, Abdulrahman R, Welch B, Jiang SB, Wardak Z, Timmerman RD. Multistage stereotactic radiosurgery for large cerebral arteriovenous malformations using the Gamma Knife platform. Med Phys 2017; 44:5010-5019. [PMID: 28681423 DOI: 10.1002/mp.12455] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Revised: 06/27/2017] [Accepted: 06/28/2017] [Indexed: 11/10/2022] Open
Abstract
PURPOSE Radiosurgery is an established technique to treat cerebral arteriovenous malformations (AVMs). Obliteration of larger AVMs (> 10-15 cm3 or diameter > 3 cm) in a single session is challenging with current radiosurgery platforms due to toxicity. We present a novel technique of multistage stereotactic radiosurgery (SRS) for large intracranial arteriovenous malformations (AVM) using the Gamma Knife system. MATERIALS/METHODS Eighteen patients with large (> 10-15 cm3 or diameter > 3 cm) AVMs, which were previously treated using a staged SRS technique on the Cyberknife platform, were retrospectively selected for this study. The AVMs were contoured and divided into 3-8 subtargets to be treated sequentially in a staged approach at half to 4 week intervals. The prescription dose ranged from 15 Gy to 20 Gy, depending on the subtarget number, volume, and location. Gamma Knife plans using multiple collimator settings were generated and optimized. The coordinates of each shot from the initial plan covering the total AVM target were extracted based on their relative positions within the frame system. The shots were regrouped based on their location with respect to the subtarget contours to generate subplans for each stage. The delivery time of each shot for a subtarget was decay corrected with 60 Co for staging the treatment course to generate the same dose distribution as that planned for the total AVM target. Conformality indices and dose-volume analysis were performed to evaluate treatment plans. RESULTS With the shot redistribution technique, the composite dose for the multistaged treatment of multiple subtargets is equivalent to the initial plan for total AVM target. Gamma Knife plans resulted in an average PTV coverage of 96.3 ± 0.9% and a PITV of 1.23 ± 0.1. The resulting Conformality indices, V12Gy and R50 dose spillage values were 0.76 ± 0.05, 3.4 ± 1.8, and 3.1 ± 0.5 respectively. CONCLUSION The Gamma Knife system can deliver a multistaged conformal dose to treat large AVMs when correcting for translational setup errors of each shot at each staged treatment.
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Affiliation(s)
- Chuxiong Ding
- Radiation Oncology Department, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Brian Hrycushko
- Radiation Oncology Department, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Louis Whitworth
- Neurological Surgery Department, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Xiang Li
- Medical Physics Department, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Lucien Nedzi
- Radiation Oncology Department, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Bradley Weprin
- Neurological Surgery Department, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Ramzi Abdulrahman
- Radiation Oncology Department, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Babu Welch
- Neurological Surgery Department, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Steve B Jiang
- Radiation Oncology Department, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Zabi Wardak
- Radiation Oncology Department, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Robert D Timmerman
- Radiation Oncology Department, University of Texas Southwestern Medical Center, Dallas, TX, USA
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Wong CW, Wong TY, Cheung CMG. Polypoidal Choroidal Vasculopathy in Asians. J Clin Med 2015; 4:782-821. [PMID: 26239448 PMCID: PMC4470199 DOI: 10.3390/jcm4050782] [Citation(s) in RCA: 67] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2015] [Accepted: 04/13/2015] [Indexed: 01/16/2023] Open
Abstract
Age related macular degeneration (AMD) in Asians has been suggested to differ from their Western counterparts in terms of epidemiology, pathogenesis, clinical presentation and treatment. In particular, polypoidal choroidal vasculopathy (PCV) appears to be the predominant subtype of exudative AMD in Asian populations, in contrast to choroidal neovascularization secondary to AMD (CNV-AMD) in Western populations. Epidemiological data on PCV has been largely limited to hospital-based studies and there are currently no data on the incidence of PCV. Similarities and differences in risk factor profile between PCV and CNV-AMD point to some shared pathogenic mechanisms but also differential underlying mechanisms leading to the development of each phenotype. Serum biomarkers such as CRP, homocysteine and matrix metalloproteinases suggest underlying inflammation, atherosclerosis and deranged extracellular matrix metabolism as possible pathogenic mechanisms. In addition, recent advances in genome sequencing have revealed differences in genetic determinants of each subtype. While the standard of care for CNV-AMD is anti-vascular endothelial growth factor (VEGF) therapy, photodynamic therapy (PDT) has been the mainstay of treatment for PCV, although long-term visual prognosis remains unsatisfactory. The optimal treatment for PCV requires further clarification, particularly with different types of anti-VEGF agents and possible benefits of reduced fluence PDT.
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Affiliation(s)
- Chee Wai Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, 11 Third Hospital Avenue, 168751 Singapore, Singapore.
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Graduate Medical School, National University of Singapore, 169857 Singapore, Singapore.
| | - Tien Y Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, 11 Third Hospital Avenue, 168751 Singapore, Singapore.
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Graduate Medical School, National University of Singapore, 169857 Singapore, Singapore.
| | - Chui Ming Gemmy Cheung
- Singapore Eye Research Institute, Singapore National Eye Centre, 11 Third Hospital Avenue, 168751 Singapore, Singapore.
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Graduate Medical School, National University of Singapore, 169857 Singapore, Singapore.
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17
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Przybylowski CJ, Ding D, Starke RM, Yen CP, Quigg M, Dodson B, Ball BZ, Sheehan JP. Seizure and anticonvulsant outcomes following stereotactic radiosurgery for intracranial arteriovenous malformations. J Neurosurg 2015; 122:1299-305. [PMID: 25614948 DOI: 10.3171/2014.11.jns141388] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECT Epilepsy associated with arteriovenous malformations (AVMs) has an unclear course after stereotactic radiosurgery (SRS). Neither the risks of persistent seizures nor the requirement for postoperative antiepileptic drugs (AEDs) are well defined. METHODS The authors performed a retrospective review of all patients with AVMs who underwent SRS at the University of Virginia Health System from 1989 to 2012. Seizure status was categorized according to a modified Engel classification. The effects of demographic, AVM-related, and SRS treatment factors on seizure outcomes were evaluated with logistic regression analysis. Changes in AED status were evaluated using McNemar's test. RESULTS Of the AVM patients with pre- or post-SRS seizures, 73 with pre-SRS epilepsy had evaluable data for subsequent analysis. The median patient age was 37 years (range 5-69 years), and the median follow-up period was 65.6 months (range 12-221 months). Sixty-five patients (89%) achieved seizure remission (Engel Class IA or IB outcome). Patients presenting with simple partial or secondarily generalized seizures were more likely to achieve Engel Class I outcome (p = 0.045). Twenty-one (33%) of 63 patients tapered off of pre-SRS AEDs. The incidence of freedom from AED therapy increased significantly after SRS (p < 0.001, McNemar's test). Of the Engel Class IA patients who continued AED therapy, 54% had patent AVM nidi, whereas only 19% continued AED therapy with complete AVM obliteration (p = 0.05). CONCLUSIONS Stereotactic radiosurgery is an effective treatment for long-term AVM-related epilepsy. Seizure-free patients on continued AED therapy were more likely to have residual AVM nidi. Simple partial or secondarily generalized seizure type were associated with better seizure outcomes following SRS.
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Affiliation(s)
| | - Dale Ding
- Departments of 1Neurological Surgery
| | | | | | | | | | | | - Jason P Sheehan
- Departments of 1Neurological Surgery.,3Radiation Oncology, University of Virginia Health System, Charlottesville, Virginia
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Bruno CA, Meyers PM. Endovascular management of arteriovenous malformations of the brain. INTERVENTIONAL NEUROLOGY 2014; 1:109-23. [PMID: 25187772 DOI: 10.1159/000346927] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Arteriovenous malformations (AVMs) of the brain are rare, complex, vascular lesions that can result in significant morbidity and mortality. Modern treatment of brain AVMs is a multimodality endeavor, requiring a multidisciplinary team with expertise in cerebrovascular neurosurgery, endovascular intervention, and radiation therapy in order to provide all therapeutic options and determine the most appropriate treatment regimen depending on patient characteristics and AVM morphology. Current therapeutic options include microsurgical resection, radiosurgery (focused radiation), and endovascular embolization. Endovascular embolization is primarily used as a preoperative adjuvant before microsurgery or radiosurgery. Palliative embolization has been used successfully to reduce the risk of hemorrhage, alleviate clinical symptoms, and preserve or improve neurological function in inoperable or nonradiosurgical AVMs. Less frequently, embolization is used as 'primary therapy' particularly for smaller, surgically difficult lesions. Current embolic agents used to treat brain AVMs include both solid and liquid agents. Liquid agents including N-butyl cyanoacrylate and Onyx are the most commonly used agents. As newer embolic agents become available and as microcatheter technology improves, the role of endovascular treatment for brain AVMs will likely expand.
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Affiliation(s)
- Charles A Bruno
- Departments of Radiology and Neurosurgery, Columbia University/New York Presbyterian Hospital, New York, N.Y., USA
| | - Philip M Meyers
- Neuroendovascular Services, Columbia University/New York Presbyterian Hospital, New York, N.Y., USA
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Hattangadi-Gluth JA, Chapman PH, Kim D, Niemierko A, Bussière MR, Stringham A, Daartz J, Ogilvy C, Loeffler JS, Shih HA. Single-Fraction Proton Beam Stereotactic Radiosurgery for Cerebral Arteriovenous Malformations. Int J Radiat Oncol Biol Phys 2014; 89:338-46. [DOI: 10.1016/j.ijrobp.2014.02.030] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2014] [Revised: 02/13/2014] [Accepted: 02/20/2014] [Indexed: 10/25/2022]
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Stereotactic radiosurgery with neoadjuvant embolization of larger arteriovenous malformations: an institutional experience. BIOMED RESEARCH INTERNATIONAL 2014; 2014:306518. [PMID: 24579080 PMCID: PMC3919115 DOI: 10.1155/2014/306518] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/13/2013] [Accepted: 11/28/2013] [Indexed: 11/17/2022]
Abstract
OBJECTIVE This study investigates the safety and efficacy of a multimodality approach combining staged endovascular embolizations with subsequent SRS for the management of larger AVMs. METHODS Ninety-five patients with larger AVMs were treated with staged endovascular embolization followed by SRS between 1996 and 2011. RESULTS The median volume of AVM in this series was 28 cm(3) and 47 patients (48%) were Spetzler-Martin grade IV or V. Twenty-seven patients initially presented with hemorrhage. Sixty-one patients underwent multiple embolizations while a single SRS session was performed in 64 patients. The median follow-up after SRS session was 32 months (range 9-136 months). Overall procedural complications occurred in 14 patients. There were 13 minor neurologic complications and 1 major complication (due to embolization) while four patients had posttreatment hemorrhage. Thirty-eight patients (40%) were cured radiographically. The postradiosurgery actuarial rate of obliteration was 45% at 5 years, 56% at 7 years, and 63% at 10 years. In multivariate analysis, larger AVM size, deep venous drainage, and the increasing number of embolization/SRS sessions were negative predictors of obliteration. The number of embolizations correlated positively with the number of stereotactic radiosurgeries (P < 0.005). CONCLUSIONS Multimodality endovascular and radiosurgical approach is an efficacious treatment strategy for large AVM.
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Multi-staged robotic stereotactic radiosurgery for large cerebral arteriovenous malformations. Radiother Oncol 2013; 109:452-6. [PMID: 24021345 DOI: 10.1016/j.radonc.2013.07.018] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2013] [Revised: 07/18/2013] [Accepted: 07/24/2013] [Indexed: 11/20/2022]
Abstract
PURPOSE To investigate a multi-staged robotic stereotactic radiosurgery (SRS) delivery technique for the treatment of large cerebral arteriovenous malformations (AVMs). The treatment planning process and strategies to optimize both individual and composite dosimetry are discussed. METHODS Eleven patients with large (30.7 ± 19.2 cm(3)) AVMs were selected for this study. A fiducial system was designed for fusion of targets between planar angiograms and simulation CT scans. AVMs were contoured based on single contrast CT, MRI and orthogonal angiogram images. AVMs were divided into 3-8 sub-target volumes (3-7 cm(3)) for sequential treatment at 1-4 week intervals to a prescription dose of 16-20 Gy. Forward and inversely developed treatment plans were optimized for 95% coverage of the total AVM volume by dose summation from each sub-volume, while minimizing dose to surrounding tissues. Dose-volume analysis was used to evaluate the PTV coverage, dose conformality (CI), and R50 and V12 Gy parameters. RESULTS The treatment workflow was commissioned and able to localize within 1mm. Inverse optimization outperformed forward planning for most patients for each index considered. Dose conformality was shown comparable to staged Gamma Knife treatments. CONCLUSION The CyberKnife system is shown to be a practical delivery platform for multi-staged treatments of large AVMs using forward or inverse planning techniques.
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22
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Plasencia AR, Santillan A. Embolization and radiosurgery for arteriovenous malformations. Surg Neurol Int 2012; 3:S90-S104. [PMID: 22826821 PMCID: PMC3400489 DOI: 10.4103/2152-7806.95420] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2012] [Accepted: 03/28/2012] [Indexed: 12/24/2022] Open
Abstract
The treatment of arteriovenous malformations (AVMs) requires a multidisciplinary management including microsurgery, endovascular embolization, and stereotactic radiosurgery (SRS). This article reviews the recent advancements in the multimodality treatment of patients with AVMs using endovascular neurosurgery and SRS. We describe the natural history of AVMs and the role of endovascular and radiosurgical treatment as well as their interplay in the management of these complex vascular lesions. Also, we present some representative cases treated at our institution.
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Affiliation(s)
- Andres R Plasencia
- Interventional Neuroradiology Service, Clinica Tezza e Internacional, Lima, Peru
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