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Essibayi MA, Jabal MS, Jamil H, Salim HA, Musmar B, Adeeb N, Dibas M, Cancelliere NM, Bengzon JD, Algin O, Ghozy S, Lay SV, Guenego A, Renieri L, Carnevale J, Saliou G, Mastorakos P, Naamani KE, Shotar E, Möhlenbruch M, Kral M, Chung C, Salem MM, Lylyk I, Foreman PM, Shaikh H, Župančić V, Hafeez MU, Catapano J, Waqas M, Besler MS, Gunes YC, Rabinov JD, Maingard J, Schirmer CM, Piano M, Kühn AL, Michelozzi C, Starke RM, Hassan A, Ogilvie M, Nguyen A, Jones J, Brinjikji W, Nawka MT, Psychogios M, Ulfert C, Pukenas B, Burkhardt JK, Huynh T, Martinez-Gutierrez JC, Sheth SA, Slawski D, Tawk R, Pulli B, Lubicz B, Panni P, Puri AS, Pero G, Raz E, Griessenauer CJ, Asadi H, Siddiqui A, Levy EI, Khatri D, Haranhalli N, Ducruet AF, Albuquerque FC, Regenhardt RW, Stapleton CJ, Kan P, Kalousek V, Lylyk P, Boddu S, Knopman J, Tjoumakaris SI, Cuellar-Saenz HH, Jabbour PM, Clarençon F, Limbucci N, Pereira VM, Patel AB, Altschul DJ, Dmytriw AA. Prediction of persistent incomplete occlusion of intracranial aneurysms treated with woven EndoBridge device. Neurosurg Rev 2025; 48:314. [PMID: 40119209 PMCID: PMC11928387 DOI: 10.1007/s10143-025-03439-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2025] [Revised: 02/16/2025] [Accepted: 02/27/2025] [Indexed: 03/24/2025]
Abstract
While the Woven EndoBridge (WEB) device has transformed the treatment of wide-neck intracranial aneurysms, incomplete occlusion remains a significant challenge requiring better understanding of contributing factors. A retrospective analysis was conducted on multicenter data from patients who underwent WEB device treatment for intracranial aneurysms between January 2011 and December 2022. Using machine learning models, Cox regression, and time-stratified analyses, we evaluated factors associated with persistent incomplete occlusion, defined as non-improving Raymond-Roy Occlusion Classification grade 2 or 3 at final follow-up. Among 813 patients (607 with < 24 months follow-up, 206 with ≥ 24 months), machine learning analysis identified aneurysm height, Acom location, neck diameter, and pretreatment mRS as predictors of persistent incomplete occlusion. On Cox regression. larger aneurysm neck diameter (HR 1.13, 95% CI 1.01-1.27, p = 0.027) and height (HR 1.14, 95% CI 1.02-1.26, p = 0.017), and radial access (HR 2.68, 95% CI 1.76-4.07, p < 0.001) increased, while posterior circulation location (HR 0.56, 95% CI 0.37-0.84, p = 0.005) decreased the risk of persistent incomplete occlusion. Time-stratified analysis revealed that in short-term follow-up (< 24 months), larger aneurysm neck diameter (OR 1.28, 95% CI 1.08-1.52, p = 0.004) increased the risk of incomplete occlusion. In long-term follow-up (≥ 24 months), smoking (OR 2.69, 95% CI 1.04-7.00, p = 0.04), higher pre-treatment mRS (OR 1.78, 95% CI 1.15-2.76, p = 0.009), and immediate flow stagnation (OR 0.33, 95% CI 0.11-0.96, p = 0.04) increased, while older age (OR 0.94, 95% CI 0.90-0.98, p = 0.002) and WEB-DL (OR 0.06, p < 0.001) and SLS devices (OR 0.02, p = 0.003) decreased the risk of persistent incomplete occlusion. Aneurysm characteristics and device type significantly influence long-term WEB treatment outcomes.
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Affiliation(s)
- Muhammed Amir Essibayi
- Departments of Neurological Surgery, Radiology, and Montefiore-Einstein Cerebrovascular Research Lab, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Hasan Jamil
- Departments of Neurological Surgery, Radiology, and Montefiore-Einstein Cerebrovascular Research Lab, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Hamza Adel Salim
- Department of Radiology, Division of Neuroradiology, Johns Hopkins Medical Center, Baltimore, MD, USA
- Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA
| | - Basel Musmar
- Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA
| | - Nimer Adeeb
- Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA
| | - Mahmoud Dibas
- Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA
| | - Nicole M Cancelliere
- Neurovascular Centre, Divisions of Therapeutic Neuroradiology and Neurosurgery, St. Michael's Hospital, University of Toronto, Toronto, ON, Canada
| | - Jose Danilo Bengzon
- Neurovascular Centre, Divisions of Therapeutic Neuroradiology and Neurosurgery, St. Michael's Hospital, University of Toronto, Toronto, ON, Canada
| | - Oktay Algin
- Department of Radiology, Medical Faculty, Ankara University, Ankara, Turkey
| | - Sherief Ghozy
- Departments of Radiology and Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Sovann V Lay
- Department of Neuroradiology, Centre Hospitalier de Toulouse, Toulouse, France
| | - Adrien Guenego
- Department of Neuroradiology, Hôpital Universitaire Erasme, Brussels, Belgium
| | - Leonardo Renieri
- Department of Neuroradiology, Ospedale Careggi Di Firenze, Florence, Italy
| | - Joseph Carnevale
- Department of Neurosurgery and Neuroradiology, Weill Cornell School of Medicine, New York Presbyterian Hospitaland , New York, NY, USA
| | - Guillaume Saliou
- Department of Neuroradiology, Centre Hospitalier Vaudois de Lausanne, Lausanne, Switzerland
| | - Panagiotis Mastorakos
- Department of Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Kareem El Naamani
- Department of Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | - Eimad Shotar
- Department of Neuroradiology, Hôpital Pitié-Salpêtrière, Paris, France
| | - Markus Möhlenbruch
- Department of Neuroradiology, Universitätsklinikum Heidelberg, Heidelberg, Germany
| | - Michael Kral
- Department of Neurosurgery, Christian Doppler University Hospital & Institute of Neurointervention, Salzburg, Austria
| | - Charlotte Chung
- Departments of Radiology & Neurosurgery, NYU Langone Health Center, New York, NY, USA
| | - Mohamed M Salem
- Department of Neurosurgery, University of Pennsylvania Medical Center, Philadelphia, PA, USA
| | - Ivan Lylyk
- Department of Neuroradiology, Clínica La Sagrada Familia, Buenos Aires, Argentina
| | - Paul M Foreman
- Department of Neurosurgery, Orlando Health Neuroscience and Rehabilitation Institute, Orlando, FL, USA
| | - Hamza Shaikh
- Department of Neurosurgery, University of Pennsylvania Medical Center, Philadelphia, PA, USA
| | - Vedran Župančić
- Department of Neuroradiology, Clinical Hospital Center 'Sisters of Mercy', Zagreb, Croatia
| | - Muhammad U Hafeez
- Department of Neurosurgery, UTMB and Baylor School of Medicine, Houston, TX, USA
| | - Joshua Catapano
- Department of Neurosurgery, Barrow Neurological Institute, Phoenix, AZ, USA
| | - Muhammad Waqas
- Department of Neurosurgery, State University of New York at Buffalo, Buffalo, NY, USA
| | - Muhammed Said Besler
- Department of Radiology, Kahramanmaraş Necip Fazıl City Hospital, Kahramanmaraş, Türkiye
| | - Yasin Celal Gunes
- Department of Radiology, Kırıkkale Yuksek Ihtisas Hospital, Kırıkkale, Türkiye
| | - James D Rabinov
- Neuroendovascular Program, Massachusetts General Hospital, Harvard University, Boston, MA, USA
| | - Julian Maingard
- Department of Neuroradiology, Austin Health, Heidelberg, VIC, Australia
| | - Clemens M Schirmer
- Department of Neurosurgery and Radiology, Geisinger Hospital, Danville, PA, USA
| | - Mariangela Piano
- Department of Neuroradiology, Ospedale Niguarda Cà Granda, Milan, Italy
| | - Anna L Kühn
- Department of Neuroradiology, UMass Memorial Hospital, Worcester, MA, USA
| | | | - Robert M Starke
- Department of Neurosurgery, University of Miami, Miami, FL, USA
| | - Ameer Hassan
- Department of Neuroradiology, Valley Baptist Neuroscience Institute, Harlingen, TX, USA
| | - Mark Ogilvie
- Deparments of Neurosurgery and Radiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Anh Nguyen
- Department of Neuroradiology, Valley Baptist Neuroscience Institute, Harlingen, TX, USA
| | - Jesse Jones
- Deparments of Neurosurgery and Radiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Waleed Brinjikji
- Departments of Radiology and Neurosurgery, Mayo Clinic, Rochester, MN, USA
| | - Marie T Nawka
- Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marios Psychogios
- Department of Neuroradiology, University Hospital of Basel, Basel, Switzerland
| | - Christian Ulfert
- Department of Neuroradiology, Universitätsklinikum Heidelberg, Heidelberg, Germany
| | - Bryan Pukenas
- Department of Neurosurgery, University of Pennsylvania Medical Center, Philadelphia, PA, USA
| | - Jan-Karl Burkhardt
- Department of Neurosurgery, University of Pennsylvania Medical Center, Philadelphia, PA, USA
| | - Thien Huynh
- Departments of Radiology and Neurosurgery, Mayo Clinic, Jacksonville, FL, USA
| | | | - Sunil A Sheth
- Department of Neuroradiology, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Diana Slawski
- Department of Radiology, Division of Neuroimaging and Neurointervention, Stanford University School of Medicine, Stanford, CA, USA
| | - Rabih Tawk
- Departments of Radiology and Neurosurgery, Mayo Clinic, Jacksonville, FL, USA
| | - Benjamin Pulli
- Department of Radiology, Division of Neuroimaging and Neurointervention, Stanford University School of Medicine, Stanford, CA, USA
| | - Boris Lubicz
- Department of Neuroradiology, Hôpital Universitaire Erasme, Brussels, Belgium
| | - Pietro Panni
- Department of Neuroradiology, Ospedale Niguarda Cà Granda, Milan, Italy
| | - Ajit S Puri
- Department of Neuroradiology, UMass Memorial Hospital, Worcester, MA, USA
| | - Guglielmo Pero
- Department of Neuroradiology, Ospedale Niguarda Cà Granda, Milan, Italy
| | - Eytan Raz
- Departments of Radiology & Neurosurgery, NYU Langone Health Center, New York, NY, USA
| | - Christoph J Griessenauer
- Department of Neurosurgery, Christian Doppler University Hospital & Institute of Neurointervention, Salzburg, Austria
| | - Hamed Asadi
- Department of Neuroradiology, Austin Health, Heidelberg, VIC, Australia
| | - Adnan Siddiqui
- Department of Neurosurgery, State University of New York at Buffalo, Buffalo, NY, USA
| | - Elad I Levy
- Department of Neurosurgery, State University of New York at Buffalo, Buffalo, NY, USA
| | - Deepak Khatri
- Departments of Neurological Surgery, Radiology, and Montefiore-Einstein Cerebrovascular Research Lab, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Neil Haranhalli
- Departments of Neurological Surgery, Radiology, and Montefiore-Einstein Cerebrovascular Research Lab, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Andrew F Ducruet
- Department of Neurosurgery, Barrow Neurological Institute, Phoenix, AZ, USA
| | | | - Robert W Regenhardt
- Neuroendovascular Program, Massachusetts General Hospital, Harvard University, Boston, MA, USA
| | - Christopher J Stapleton
- Neuroendovascular Program, Massachusetts General Hospital, Harvard University, Boston, MA, USA
| | - Peter Kan
- Department of Neurosurgery, UTMB and Baylor School of Medicine, Houston, TX, USA
| | - Vladimir Kalousek
- Department of Neuroradiology, Clinical Hospital Center 'Sisters of Mercy', Zagreb, Croatia
| | - Pedro Lylyk
- Department of Neuroradiology, Clínica La Sagrada Familia, Buenos Aires, Argentina
| | - Srikanth Boddu
- Department of Neurosurgery and Neuroradiology, Weill Cornell School of Medicine, New York Presbyterian Hospitaland , New York, NY, USA
| | - Jared Knopman
- Department of Neuroradiology, Centre Hospitalier Vaudois de Lausanne, Lausanne, Switzerland
| | | | - Hugo H Cuellar-Saenz
- Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA
| | - Pascal M Jabbour
- Department of Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, PA, USA
| | | | - Nicola Limbucci
- Department of Neurosurgery and Neuroradiology, Weill Cornell School of Medicine, New York Presbyterian Hospitaland , New York, NY, USA
| | - Vitor Mendes Pereira
- Neurovascular Centre, Divisions of Therapeutic Neuroradiology and Neurosurgery, St. Michael's Hospital, University of Toronto, Toronto, ON, Canada
| | - Aman B Patel
- Neuroendovascular Program, Massachusetts General Hospital, Harvard University, Boston, MA, USA
| | - David J Altschul
- Departments of Neurological Surgery, Radiology, and Montefiore-Einstein Cerebrovascular Research Lab, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
| | - Adam A Dmytriw
- Neurovascular Centre, Divisions of Therapeutic Neuroradiology and Neurosurgery, St. Michael's Hospital, University of Toronto, Toronto, ON, Canada
- Neuroendovascular Program, Massachusetts General Hospital, Harvard University, Boston, MA, USA
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