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Defining ideal middle cerebral artery bifurcation aneurysm size for Woven EndoBridge embolization
Adeeb, Nimer; Musmar, Basel; Salim, Hamza Adel; Aslan, Assala; Alla, Anika; Cancelliere, Nicole M; McLellan, Rachel M; Algin, Oktay; Ghozy, Sherief; Dibas, Mahmoud; Lay, Sovann V; Guenego, Adrien; Renieri, Leonardo; Carnevale, Joseph; Saliou, Guillaume; Mastorakos, Panagiotis; Naamani, Kareem El; Shotar, Eimad; Premat, Kevin; Möhlenbruch, Markus; Kral, Michael; Doron, Omer; Chung, Charlotte; Salem, Mohamed M; Lylyk, Ivan; Foreman, Paul M; Vachhani, Jay A; Shaikh, Hamza; ŽupanÄić, Vedran; Hafeez, Muhammad U; Catapano, Joshua S; Waqas, Muhammad; Tutino, Vincent M; Ibrahim, Mohamed K; Mohammed, Marwa A; Ozates, M Ozgur; Ayberk, Giyas; Rabinov, James D; Ren, Yifan; Schirmer, Clemens M; Piano, Mariangela; Kühn, Anna L; Michelozzi, Caterina; Elens, Stéphanie; Starke, Robert M; Hassan, Ameer; Ogilvie, Mark; Nguyen, Anh; Jones, Jesse; Brinjikji, Waleed; Nawka, Marie T; Psychogios, Marios; Ulfert, Christian; Diestro, Jose Danilo Bengzon; Pukenas, Bryan; Burkhardt, Jan-Karl; Domingo, Ricardo A; Huynh, Thien; Martinez-Gutierrez, Juan Carlos; Essibayi, Muhammed Amir; Sheth, Sunil A; Spiegel, Gary; Tawk, Rabih G; Lubicz, Boris; Panni, Pietro; Puri, Ajit S; Pero, Guglielmo; Nossek, Erez; Raz, Eytan; Killer-Oberfalzer, Monika; Griessenauer, Christoph J; Asadi, Hamed; Siddiqui, Adnan; Brook, Allan L; Altschul, David; Ducruet, Andrew F; Albuquerque, Felipe C; Regenhardt, Robert W; Stapleton, Christopher J; Kan, Peter; Kalousek, Vladimir; Lylyk, Pedro; Boddu, Srikanth; Knopman, Jared; Aziz-Sultan, Mohammad A; Tjoumakaris, Stavropoula I; Clarençon, Frédéric; Limbucci, Nicola; Cuellar-Saenz, Hugo H; Jabbour, Pascal M; Mendes Pereira, Vitor; Patel, Aman B; Dmytriw, Adam A
OBJECTIVE:The Woven EndoBridge (WEB) device was approved to treat wide-necked bifurcation aneurysms. The device is designed as an intrasaccular flow disruptor covering aneurysm widths up to 10 mm. Although prior studies combined all aneurysm sizes, it is known that aneurysms behave differently in response to endovascular treatment based on their size. Therefore, the authors' objective was to identify ideal middle cerebral artery (MCA) aneurysm width and neck sizes most suitable for WEB treatment. METHODS:The WorldWideWEB consortium is a large multicenter retrospective database that analyzes intracranial aneurysms treated with the WEB device. In this study, all unruptured MCA bifurcation aneurysms with available measurements were included. Cutoff values based on aneurysm width and neck in relation to aneurysm occlusion status were measured using the receiver operating characteristic (ROC) curve. Propensity score matching (PSM) was then used to compare treatment outcomes between aneurysms smaller and larger than the cutoff value for both width and neck size. RESULTS:The ideal cutoff values for MCA bifurcation aneurysm width and neck were 6.1 mm and 4.6 mm, respectively. On PSM, 87 matched pairs were compared based on width size (≤ 6.1 mm and > 6.1 mm), and 77 matched pairs were compared based on neck size (≤ 4.6 mm and > 4.6 mm). There was a significant difference in adequate aneurysm occlusion between aneurysms smaller and larger than those cutoff values for both widths (93% vs 76%, p = 0.0017) and neck sizes (90% vs 70%, p = 0.0026). The retreatment rate was also significantly higher for larger aneurysms in both parameters. CONCLUSIONS:This study shows that MCA bifurcation aneurysms ≤ 6.1 mm in width and ≤ 4.6 mm in neck size are significantly better candidates for WEB treatment, leading to improved occlusion status and reduced retreatment rate, which are important considerations when using WEB devices.
PMID: 39393093
ISSN: 1933-0693
CID: 5706322
Association of preprocedural antiplatelet use with decreased thromboembolic complications for intracranial aneurysms undergoing intrasaccular flow disruption
Diestro, Jose Danilo Bengzon; Adeeb, Nimer; Musmar, Basel; Salim, Hamza; Aslan, Assala; Cancelliere, Nicole M; McLellan, Rachel M; Algin, Oktay; Ghozy, Sherief; Lay, Sovann V; Guenego, Adrien; Renieri, Leonardo; Carnevale, Joseph; Saliou, Guillaume; Mastorakos, Panagiotis; El Naamani, Kareem; Shotar, Eimad; Premat, Kevin; Möhlenbruch, Markus; Kral, Michael; Bernstock, Joshua D; Doron, Omer; Chung, Charlotte; Salem, Mohamed M; Lylyk, Ivan; Foreman, Paul M; Vachhani, Jay A; Shaikh, Hamza; ŽupanÄić, Vedran; Hafeez, Muhammad U; Catapano, Joshua; Waqas, Muhammad; Ibrahim, Mohamed K; Mohammed, Marwa A; Imamoglu, Cetin; Bayrak, Ahmet; Rabinov, James D; Ren, Yifan; Schirmer, Clemens M; Piano, Mariangela; Kühn, Anna L; Michelozzi, Caterina; Elens, Stéphanie; Starke, Robert M; Hassan, Ameer E; Ogilvie, Mark; Nguyen, Anh; Jones, Jesse; Brinjikji, Waleed; Nawka, Marie T; Psychogios, Marios; Ulfert, Christian; Pukenas, Bryan; Burkhardt, Jan-Karl; Huynh, Thien; Martinez-Gutierrez, Juan Carlos; Essibayi, Muhammed Amir; Sheth, Sunil A; Spiegel, Gary; Tawk, Rabih G; Lubicz, Boris; Panni, Pietro; Puri, Ajit S; Pero, Guglielmo; Nossek, Erez; Raz, Eytan; Killer-Oberpfalzer, Monika; Griessenauer, Christoph J; Asadi, Hamed; Siddiqui, Adnan; Brook, Allan L; Altschul, David; Spears, Julian; Marotta, Thomas R; Ducruet, Andrew F; Albuquerque, Felipe C; Regenhardt, Robert W; Stapleton, Christopher J; Kan, Peter; Kalousek, Vladimir; Lylyk, Pedro; Boddu, Srikanth; Knopman, Jared; Aziz-Sultan, Mohammad A; Tjoumakaris, Stavropoula I; Jabbour, Pascal M; Clarençon, Frédéric; Limbucci, Nicola; Cuellar-Saenz, Hugo H; Mendes Pereira, Vitor; Patel, Aman B; Dmytriw, Adam A
OBJECTIVE:This study was conducted to investigate the impact of antiplatelet administration in the periprocedural period on the occurrence of thromboembolic complications (TECs) in patients undergoing treatment using the Woven EndoBridge (WEB) device for intracranial wide-necked bifurcation aneurysms. The primary objective was to assess whether the use of antiplatelets in the pre- and postprocedural phases reduces the likelihood of developing TECs, considering various covariates. METHODS:A retrospective multicenter observational study was conducted within the WorldWideWEB Consortium and comprised 38 academic centers with endovascular treatment capabilities. Univariable and multivariable logistic regression analyses were performed to determine the association between antiplatelet use and TECs, adjusting for covariates. Missing predictor data were addressed using multiple imputation. RESULTS:The study comprised two cohorts: one addressing general thromboembolic events and consisting of 1412 patients, among whom 103 experienced TECs, and another focusing on symptomatic thromboembolic events and comprising 1395 patients, of whom 50 experienced symptomatic TECs. Preprocedural antiplatelet use was associated with a reduced likelihood of overall TECs (OR 0.32, 95% CI 0.19-0.53, p < 0.001) and symptomatic TECs (OR 0.49, 95% CI 0.25-0.95, p = 0.036), whereas postprocedural antiplatelet use showed no significant association with TECs. The study also revealed additional predictors of TECs, including stent use (overall: OR 4.96, 95% CI 2.38-10.3, p < 0.001; symptomatic: OR 3.24, 95% CI 1.26-8.36, p = 0.015), WEB single-layer sphere (SLS) type (overall: OR 0.18, 95% CI 0.04-0.74, p = 0.017), and posterior circulation aneurysm location (symptomatic: OR 18.43, 95% CI 1.48-230, p = 0.024). CONCLUSIONS:The findings of this study suggest that the preprocedural administration of antiplatelets is associated with a reduced likelihood of TECs in patients undergoing treatment with the WEB device for wide-necked bifurcation aneurysms. However, postprocedural antiplatelet use did not show a significant impact on TEC occurrence.
PMID: 38701528
ISSN: 1933-0693
CID: 5713872
Pipeline embolization device as a standalone curative approach for recurrent sigmoid sinus DAVF
Sharashidze, Vera; Chung, Charlotte; Nelson, Peter Kim; Shapiro, Maksim; Riina, Howard; Nossek, Erez; Raz, Eytan
Dural arteriovenous fistulas (dAVFs) can occur as complications after surgical procedures, especially following the resection of meningiomas near the dural sinus. This case report presents a 74-year-old male who developed a recurrent sigmoid dAVF following meningioma resection. Initially treated with transvenous embolization and middle meningeal artery embolization, the dAVF recurred with worsening clinical symptoms. Conventional treatment options, including sinus sacrifice and transarterial embolization, were unsuitable due to the critical role of the patient's dominant right sigmoid sinus in cerebral venous drainage. Consequently, a reconstructive approach was employed using a pipeline embolization device (PED) construct. The PED successfully occluded the dAVF while preserving the function of the sigmoid sinus. A follow-up angiogram confirmed stable occlusion and normalization of intracranial venous drainage. This case underscores the potential of flow diversion as a viable treatment option for dAVFs, particularly in scenarios where preserving venous sinus function is paramount.
PMCID:11559946
PMID: 39311021
ISSN: 2385-2011
CID: 5802842
Treatment of Acute Iatrogenic Cerebrovascular Injury Using Flow Diverter Stents
Grin, Eric A; Kvint, Svetlana; Raz, Eytan; Shapiro, Maksim; Sharashidze, Vera; Baranoski, Jacob; Chung, Charlotte; Khawaja, Ayaz; Pacione, Donato; Sen, Chandra; Rutledge, Caleb; Riina, Howard A; Nelson, Peter K; Nossek, Erez
BACKGROUND AND OBJECTIVES/OBJECTIVE:Iatrogenic cerebrovascular injury can cause intracranial hemorrhage and pseudoaneurysm formation, putting patients at high risk for postoperative bleeding. No consensus for management exists. This study describes endovascular treatment of these acute injuries with flow diverter stents. METHODS:Electronic medical records were retrospectively reviewed for injury type and etiology, timing of diagnosis, and endovascular management, including antiplatelet regimens, embolization results, and clinical outcome. RESULTS:Six patients were included. Three suffered an injury to the internal carotid artery, 1 suffered an injury to the left anterior cerebral artery, 1 suffered an injury to the right posterior cerebral artery, and 1 suffered an injury to the basilar artery. Four of the 6 injuries occurred during attempted tumor resection, 1 occurred during cerebrospinal fluid leak repair, and 1 occurred during an ophthalmic artery aneurysm clipping. All injuries resulted in pseudoaneurysm formation. Four were immediately detected on angiography; 2 were initially negative on imaging. Five were treated with a pipeline embolization device, and 1 was treated with a Silk Vista Baby. Two were treated with 2 pipeline embolization devices telescopically overlapped across the pseudoaneurysm. All devices deployed successfully. No pseudoaneurysm recurrence or rebleeding occurred. No parent artery occlusion or stenosis was observed, and complete pseudoaneurysm occlusion was observed in 4 patients (in 2 patients, follow-up imaging could not be obtained). CONCLUSION/CONCLUSIONS:With proper antiplatelet regimens, flow diverter stents can be used safely to successfully treat complex acute iatrogenic injuries. Early repeat angiogram is needed when immediate postinjury imaging does not discover the point of vessel injury.
PMID: 39311570
ISSN: 2332-4260
CID: 5802862
Vascular Pathologic Conditions in and around the Spinal Cord
McCarty, Jennifer; Chung, Charlotte; Samant, Rohan; Sitton, Clark; Bonfante, Eliana; Chen, Peng Roc; Raz, Eytan; Shapiro, Maksim; Riascos, Roy; Gavito-Higuera, Jose
Diagnosing and differentiating spinal vascular pathologic conditions is challenging. Small structures, lengthy imaging examinations, and overlapping imaging features increase the difficulty. Yet, subtle findings and helpful protocols can narrow the differential diagnosis. The authors aim to help radiologists make accurate and timely diagnoses of spinal vascular pathologic conditions in and around the spinal cord by highlighting spinal vascular anatomy, imaging findings, and three broad categories of abnormalities: infarcts, anomalies, and tumors. ©RSNA, 2024.
PMID: 39207926
ISSN: 1527-1323
CID: 5701982
Mechanical disorders of the cervicocerebral circulation in children and young adults
Baranoski, Jacob F; White, Andrew C; Chung, Charlotte Y; Catapano, Joshua S; De Oliveira Sillero, Rafael; Hui, Ferdinand K; Huisman, Thierry Agm; Lawton, Michael T; Abruzzo, Todd
Mechanical disorders of the cervicocerebral circulation (MDCC) are conditions in which neurological symptoms result from a disturbance of cerebral blood flow attributable to external mechanical forces exerted on extracranial blood vessels by adjacent musculoskeletal structures during head movement that is presumably within a physiological range. The disease spectrum includes bow hunter's syndrome, carotid-type Eagle syndrome, and various dynamic venous compression syndromes. These conditions have distinct phenotypes in children which differ from those expressed in older adults. In contemporary practice, recognition and diagnostic evaluation is the domain of the neuroendovascular specialist. The diagnostic evaluation of MDCC involves significant technical nuance that can be critical to directing appropriate management, particularly in children. This report aims to provide a comprehensive overview of the pathophysiology, anatomical patterns, diagnosis, and treatment for the full spectrum of MDCC that is commonly encountered in clinical practice.
PMID: 37696598
ISSN: 1759-8486
CID: 5593822
Creation of a predictive calculator to determine adequacy of occlusion of the woven endobridge (WEB) device in intracranial aneurysms-A retrospective analysis of the WorldWide WEB Consortium database
Musmar, Basel; Adeeb, Nimer; Gendreau, Julian; Horowitz, Melanie Alfonzo; Salim, Hamza Adel; Sanmugananthan, Praveen; Aslan, Assala; Brown, Nolan J; Cancelliere, Nicole M; McLellan, Rachel M; Algin, Oktay; Ghozy, Sherief; Dibas, Mahmoud; Orscelik, Atakan; Senol, Yigit Can; Lay, Sovann V; Guenego, Adrien; Renieri, Leonardo; Carnevale, Joseph; Saliou, Guillaume; Mastorakos, Panagiotis; El Naamani, Kareem; Shotar, Eimad; Premat, Kevin; Möhlenbruch, Markus; Kral, Michael; Doron, Omer; Chung, Charlotte; Salem, Mohamed M; Lylyk, Ivan; Foreman, Paul M; Vachhani, Jay A; Shaikh, Hamza; ŽupanÄić, Vedran; Hafeez, Muhammad U; Catapano, Joshua; Waqas, Muhammad; Tutino, Vincent M; Gokhan, Yuce; Imamoglu, Cetin; Bayrak, Ahmet; Rabinov, James D; Ren, Yifan; Schirmer, Clemens M; Piano, Mariangela; Kühn, Anna L; Michelozzi, Caterina; Elens, Stéphanie; Starke, Robert M; Hassan, Ameer E; Ogilvie, Mark; Nguyen, Anh; Jones, Jesse; Brinjikji, Waleed; Nawka, Marie T; Psychogios, Marios; Ulfert, Christian; Bengzon Diestro, Jose Danilo; Pukenas, Bryan; Burkhardt, Jan-Karl; Huynh, Thien; Martinez-Gutierrez, Juan Carlos; Essibayi, Muhammed Amir; Sheth, Sunil A; Spiegel, Gary; Tawk, Rabih; Lubicz, Boris; Panni, Pietro; Puri, Ajit S; Pero, Guglielmo; Nossek, Erez; Raz, Eytan; Killer-Oberfalzer, Monika; Griessenauer, Christoph J; Asadi, Hamed; Siddiqui, Adnan; Brook, Allan L; Altschul, David; Ducruet, Andrew F; Albuquerque, Felipe C; Regenhardt, Robert W; Stapleton, Christopher J; Kan, Peter; Kalousek, Vladimir; Lylyk, Pedro; Boddu, Srikanth; Knopman, Jared; Aziz-Sultan, Mohammad A; Tjoumakaris, Stavropoula I; Clarençon, Frédéric; Limbucci, Nicola; Bydon, Mohamad; Hasan, David; Cuellar-Saenz, Hugo H; Jabbour, Pascal M; Pereira, Vitor Mendes; Patel, Aman B; Dmytriw, Adam A
BACKGROUND:Endovascular treatment with the woven endobridge (WEB) device has been widely utilized for managing intracranial aneurysms. However, predicting the probability of achieving adequate occlusion (Raymond-Roy classification 1 or 2) remains challenging. OBJECTIVE:Our study sought to develop and validate a predictive calculator for adequate occlusion using the WEB device via data from a large multi-institutional retrospective cohort. METHODS:We used data from the WorldWide WEB Consortium, encompassing 356 patients from 30 centers across North America, South America, and Europe. Bivariate and multivariate regression analyses were performed on a variety of demographic and clinical factors, from which predictive factors were selected. Calibration and validation were conducted, with variance inflation factor (VIF) parameters checked for collinearity. RESULTS:-value of 0.431. The calculator is available at: https://neurodx.shinyapps.io/WEBDEVICE/. CONCLUSION/CONCLUSIONS:The predictive calculator offers a substantial contribution to the clinical toolkit for estimating the likelihood of adequate intracranial aneurysm occlusion by WEB device embolization.
PMID: 39127463
ISSN: 2385-2011
CID: 5731052
Treatment of large intracranial aneurysms using the Woven EndoBridge (WEB): a propensity score-matched analysis
Musmar, Basel; Salim, Hamza Adel; Adeeb, Nimer; Aslan, Assala; Aljeradat, Bahaa; Diestro, Jose Danilo Bengzon; McLellan, Rachel M; Algin, Oktay; Ghozy, Sherief; Dibas, Mahmoud; Lay, Sovann V; Guenego, Adrien; Renieri, Leonardo; Cancelliere, Nicole M; Carnevale, Joseph; Saliou, Guillaume; Mastorakos, Panagiotis; El Naamani, Kareem; Shotar, Eimad; Premat, Kevin; Möhlenbruch, Markus; Kral, Michael; Vranic, Justin E; Chung, Charlotte; Salem, Mohamed M; Lylyk, Ivan; Foreman, Paul M; Vachhani, Jay A; Shaikh, Hamza; ŽupanÄić, Vedran; Hafeez, Muhammad U; Catapano, Joshua; Waqas, Muhammad; Tutino, Vincent M; Ibrahim, Mohamed K; Mohammed, Marwa A; Ozates, M Ozgur; Ayberk, Giyas; Rabinov, James D; Ren, Yifan; Schirmer, Clemens M; Piano, Mariangela; Kühn, Anna L; Michelozzi, Caterina; Elens, Stéphanie; Starke, Robert M; Hassan, Ameer; Ogilvie, Mark; Nguyen, Anh; Jones, Jesse; Brinjikji, Waleed; Nawka, Marie T; Psychogios, Marios; Ulfert, Christian; Spears, Julian; Jankowitz, Brian T; Burkhardt, Jan-Karl; Domingo, Ricardo A; Huynh, Thien; Martinez-Gutierrez, Juan Carlos; Essibayi, Muhammed Amir; Sheth, Sunil A; Spiegel, Gary; Tawk, Rabih; Lubicz, Boris; Panni, Pietro; Puri, Ajit S; Pero, Guglielmo; Nossek, Erez; Raz, Eytan; Killer-Oberfalzer, Monika; Griessenauer, Christoph J; Asadi, Hamed; Siddiqui, Adnan; Brook, Allan; Altschul, David; Ducruet, Andrew F; Albuquerque, Felipe C; Regenhardt, Robert W; Stapleton, Christopher J; Kan, Peter; Kalousek, Vladimir; Lylyk, Pedro; Boddu, Srikanth; Knopman, Jared; Aziz-Sultan, Mohammad A; Tjoumakaris, Stavropoula I; Clarençon, Frédéric; Limbucci, Nicola; Cuellar-Saenz, Hugo H; Jabbour, Pascal M; Pereira, Vitor Mendes; Patel, Aman B; Dmytriw, Adam A
The Woven EndoBridge (WEB) device is primarily used for treating wide-neck intracranial bifurcation aneurysms under 10 mm. Limited data exists on its efficacy for large aneurysms. We aim to assess angiographic and clinical outcomes of the WEB device in treating large versus small aneurysms. We conducted a retrospective review of the WorldWide WEB Consortium database, from 2011 to 2022, across 30 academic institutions globally. Propensity score matching (PSM) was employed to compare small and large aneurysms on baseline characteristics. A total of 898 patients were included. There was no significant difference observed in clinical presentations, smoking status, pretreatment mRS, presence of multiple aneurysms, bifurcation location, or prior treatment between the two groups. After PSM, 302 matched pairs showed significantly lower last follow-up adequate occlusion rates (81% vs 90%, p = 0.006) and higher retreatment rates (12% vs 3.6%, p < 0.001) in the large aneurysm group. These findings may inform treatment decisions and patient counseling. Future studies are needed to further explore this area.
PMCID:11291542
PMID: 39083214
ISSN: 1437-2320
CID: 5696432
Off-Label use of Woven EndoBridge device for intracranial brain aneurysm treatment: Modeling of occlusion outcome
Essibayi, Muhammed Amir; Jabal, Mohamed Sobhi; Musmar, Basel; Adeeb, Nimer; Salim, Hamza; Aslan, Assala; Cancelliere, Nicole M; McLellan, Rachel M; Algin, Oktay; Ghozy, Sherief; Lay, Sovann V; Guenego, Adrien; Renieri, Leonardo; Carnevale, Joseph; Saliou, Guillaume; Mastorakos, Panagiotis; Naamani, Kareem El; Shotar, Eimad; Premat, Kevin; Möhlenbruch, Markus; Kral, Michael; Doron, Omer; Chung, Charlotte; Salem, Mohamed M; Lylyk, Ivan; Foreman, Paul M; Vachhani, Jay A; Shaikh, Hamza; ŽupanÄić, Vedran; Hafeez, Muhammad U; Catapano, Joshua; Waqas, Muhammad; Yavuz, Kivilcim; Gunes, Yasin Celal; Rabinov, James D; Ren, Yifan; Schirmer, Clemens M; Piano, Mariangela; Kühn, Anna L; Michelozzi, Caterina; Starke, Robert M; Hassan, Ameer; Ogilvie, Mark; Nguyen, Anh; Jones, Jesse; Brinjikji, Waleed; Nawka, Marie T; Psychogios, Marios; Ulfert, Christian; Diestro, Jose Danilo Bengzon; Pukenas, Bryan; Burkhardt, Jan-Karl; Huynh, Thien; Gutierrez, Juan Carlos Martinez; Sheth, Sunil A; Spiegel, Gary; Tawk, Rabih; Lubicz, Boris; Panni, Pietro; Puri, Ajit S; Pero, Guglielmo; Nossek, Erez; Raz, Eytan; Killer-Oberfalzer, Monika; Griessenauer, Christoph J; Asadi, Hamed; Siddiqui, Adnan; Brook, Allan L; Haranhalli, Neil; Ducruet, Andrew F; Albuquerque, Felipe C; Regenhardt, Robert W; Stapleton, Christopher J; Kan, Peter; Kalousek, Vladimir; Lylyk, Pedro; Boddu, Srikanth; Knopman, Jared; Aziz-Sultan, Mohammad A; Tjoumakaris, Stavropoula I; Clarençon, Frédéric; Limbucci, Nicola; Cuellar-Saenz, Hugo H; Jabbour, Pascal M; Pereira, Vitor Mendes; Patel, Aman B; Altschul, David; Dmytriw, Adam A; ,
INTRODUCTION/BACKGROUND:The Woven EndoBridge (WEB) device is emerging as a novel therapy for intracranial aneurysms, but its use for off-label indications requires further study. Using machine learning, we aimed to develop predictive models for complete occlusion after off-label WEB treatment and to identify factors associated with occlusion outcomes. METHODS:This multicenter, retrospective study included 162 patients who underwent off-label WEB treatment for intracranial aneurysms. Baseline, morphological, and procedural variables were utilized to develop machine-learning models predicting complete occlusion. Model interpretation was performed to determine significant predictors. Ordinal regression was also performed with occlusion status as an ordinal outcome from better (Raymond Roy Occlusion Classification [RROC] grade 1) to worse (RROC grade 3) status. Odds ratios (OR) with 95 % confidence intervals (CI) were reported. RESULTS:The best performing model achieved an AUROC of 0.8 for predicting complete occlusion. Larger neck diameter and daughter sac were significant independent predictors of incomplete occlusion. On multivariable ordinal regression, higher RROC grades (OR 1.86, 95 % CI 1.25-2.82), larger neck diameter (OR 1.69, 95 % CI 1.09-2.65), and presence of daughter sacs (OR 2.26, 95 % CI 0.99-5.15) were associated with worse aneurysm occlusion after WEB treatment, independent of other factors. CONCLUSION/CONCLUSIONS:This study found that larger neck diameter and daughter sacs were associated with worse occlusion after WEB therapy for aneurysms. The machine learning approach identified anatomical factors related to occlusion outcomes that may help guide patient selection and monitoring with this technology. Further validation is needed.
PMID: 39069148
ISSN: 1532-8511
CID: 5696242
Comprehensive Analysis of Post-Pipeline Endothelialization and Remodeling
Sharashidze, Vera; Raz, Eytan; Nossek, Erez; Kvint, Svetlana; Riina, Howard; Rutledge, Caleb; Baranoski, Jacob; Khawaja, Ayaz; Chung, Charlotte; Nelson, Peter Kim; Shapiro, Maksim
BACKGROUND AND PURPOSE/OBJECTIVE:Successful post-flow-diverter endoluminal reconstruction is widely believed to require endothelial overgrowth of the aneurysmal inflow zone. However, endothelialization/neointimal overgrowth is a complex process, over which we currently have very limited influence. Less emphasized is vascular remodeling of the target arterial segment, the dynamic response of the vessel to flow-diverter implantation. This process is distinct from flow modifications in covered branches. It appears that basic angiographic methods allow simple and useful observations. The purpose of this article was to quantitatively evaluate observable postimplantation changes in target vessels following deployment of Pipeline endoluminal constructs. MATERIALS AND METHODS/METHODS:One hundred consecutive adults with unruptured, previously untreated, nondissecting aneurysms treated with the Pipeline Embolization Device with Shield Technology and the availability of follow-up conventional angiography were studied with 2D DSA imaging. Target vessel size; Pipeline Embolization Device diameter; endothelial thickness; and various demographic, antiplatelet, and device-related parameters were recorded and analyzed. RESULTS:The thickness of neointimal overgrowth (mean, 0.3 [SD, 0.1] mm; range, 0.1-0.7 mm) is inversely correlated with age and is independent of vessel size, smoking status, sex, and degree of platelet inhibition. The decrease in lumen diameter caused by neointimal overgrowth, however, appears counteracted by outward remodeling (dilation) of the target arterial segment. This leads to an increase in the diameter with a corresponding decrease in length (foreshortening) of the implanted Pipeline Embolization Device. This physiologic remodeling process affects optimally implanted devices and is not a consequence of stretching, device migration, vasospasm, and so forth. A direct, linear, statistically significant relationship exists between the degree of observed outward remodeling and the diameter of the implanted Pipeline Embolization Device relative to the target vessel. Overall, remodeled arterial diameters were reduced by 15% (SD, 10%) relative to baseline and followed a normal distribution. Clinically relevant stenosis was not observed. CONCLUSIONS:Vessel healing involves both outward remodeling and neointimal overgrowth. Judicial oversizing could be useful in specific settings to counter the reduction in lumen diameter due to postimplant neointimal overgrowth; however, this overszing needs to be balanced against the decrease in metal coverage accompanying the use of oversized devices. Similar analysis for other devices is essential.
PMCID:11286005
PMID: 38663989
ISSN: 1936-959x
CID: 5697632