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Interrupted Versus Running Sutures for Superficial Temporal Artery to Middle Cerebral Artery Cranial Bypass

Grin, Eric A; Wiggan, Daniel D; Sangwon, Karl L; Baranoski, Jacob; Sharashidze, Vera; Shapiro, Maksim; Raz, Eytan; Chung, Charlotte; Nelson, Peter Kim; Riina, Howard A; Rutledge, Caleb; Nossek, Erez
BACKGROUND AND OBJECTIVES/OBJECTIVE:Superficial temporal artery to middle cerebral artery (STA-MCA) bypass is the workhorse for flow augmentation surgery. Although either interrupted or running sutures can be used to complete the anastomosis with high intraoperative patency rates, no previous study in the cranial bypass literature has compared long-term patency and maturity of end-to-side STA-MCA anastomoses. We compared STA-MCA anastomoses performed with running vs interrupted sutures by evaluating bypass flow and anastomotic maturation on follow-up vascular imaging. METHODS:Ninety-six STA-MCA anastomoses were performed from 1/2019 to 6/2024. Forty-seven anastomoses (40 patients) with long-term vascular imaging were retrospectively analyzed. All anastomoses were intraoperatively patent on initial revascularization. Patient demographics, clinical course, and imaging were reviewed. All images were reviewed by a neuroradiologist or a cerebrovascular neurosurgeon. RESULTS:Twenty-five anastomoses were performed with interrupted sutures and compared with 22 anastomoses performed with running sutures. All patients underwent a preoperative perfusion assessment confirming a significant hypoperfusion state. There were no significant differences between cohorts in demographics, bypass indication, or time to follow-up. Formal digital subtraction angiography was performed for 35 anastomoses (21 interrupted, 14 running). On digital subtraction angiography follow-up, there was no difference in STA caliber between cohorts (P = .204), but there was a difference in anastomotic growth (P = .014), with 5/21 (23.8%) anastomoses stable or enlarged in the interrupted cohort vs 9/14 (64.3%) stable or enlarged in the running cohort. Notably, of the 47 total anastomoses, there was no difference in long-term bypass patency between interrupted and running anastomoses (22/25 (88.0%) vs 22/22 (100.0%), respectively, P = .380). CONCLUSION/CONCLUSIONS:No significant differences in patency or STA caliber on follow-up imaging were observed between STA-MCA anastomoses performed with interrupted vs running sutures although a difference in anastomotic maturity was observed, with the running suture cohort having a higher proportion of enlarged or stable anastomoses. Further studies are needed for validation.
PMID: 39641541
ISSN: 2332-4260
CID: 5780202

Predicting STA-MCA Anastomosis Success: Insights from FLOW 800 Hemodynamics [Letter]

Sangwon, Karl L; Oermann, Eric K; Nossek, Erez
PMID: 39307270
ISSN: 1878-8769
CID: 5766452

Transvenous embolization with detachable coils for a hypoglossal canal dural arteriovenous fistula: illustrative case

Hagstrom, Rory; Raz, Eytan; Chung, Charlotte; Save, Akshay V; Khawaja, Ayaz M; Ponchione, Elizabeth; Frome, Spencer; Sharashidze, Vera; Baranoski, Jacob; Rutledge, Caleb W; Nossek, Erez; Shapiro, Maksim; Nelson, Peter K; Riina, Howard A
BACKGROUND:Hypoglossal canal dural arteriovenous fistulas (HCDAVFs) are a relatively rare subtype of dural arteriovenous fistula (dAVF), representing 3%-5% of all dAVFs. The complex angio- and venous architecture predisposed to numerous anastomoses and nearby anatomical structures, including the posterior fossa sinuses and cranial nerves, can complicate both the diagnosis and treatment of these lesions. OBSERVATIONS/METHODS:The authors describe the case of HCDAVF in a 74-year-old male who presented with pulsatile tinnitus (PT) lasting 3 months and significant fatigue, headaches, and dizziness. Diagnostic cerebral angiography demonstrated a left-sided HCDAVF with bilateral supply from the ascending pharyngeal arteries and fistulous connection at the level of the left anterior condylar vein (ACV). This lesion was consistent with a Cognard and Borden type I dAVF. LESSONS/CONCLUSIONS:The authors present a case in which transvenous embolization (TVE) with detachable coils via the ipsilateral internal jugular vein successfully occluded the previously visualized shunt to the left ACV and provided a clinical cure for the patient's PT and headaches without complication. Selecting the appropriate treatment strategy for the successful treatment of HCDAVFs is predicated on a comprehensive understanding of the anatomical features of the lesion, namely arterial feeders, venous drainage pattern, and location of the fistulous connection. TVE is a safe and efficacious treatment option for HCDAVFs. https://thejns.org/doi/10.3171/CASE24606.
PMCID:11579907
PMID: 39556806
ISSN: 2694-1902
CID: 5758172

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; Župančić, 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

Learning Curve of Robotic End-to-Side Microanastomoses

Rabbin-Birnbaum, Corinne; Wiggan, Daniel D; Sangwon, Karl L; Negash, Bruck; Gutstadt, Eleanor; Rutledge, Caleb; Baranoski, Jacob; Raz, Eytan; Shapiro, Maksim; Sharashidze, Vera; Riina, Howard A; Nelson, Peter Kim; Liu, Albert; Choudhry, Osamah; Nossek, Erez
BACKGROUND AND OBJECTIVES/OBJECTIVE:Robotics are becoming increasingly widespread within various neurosurgical subspecialties, but data pertaining to their feasibility in vascular neurosurgery are limited. We present our novel attempt to evaluate the learning curve of a robotic platform for microvascular anastomoses. METHODS:One hundred and sixty one sutures were performed and assessed. Fourteen anastomoses (10 robotic [MUSA-2 Microsurgical system; Microsure] and 4 hand-sewn) were performed by the senior author on 1.5-mm caliber tubes and recorded with the Kinevo 900 (Zeiss) operative microscope. We separately compared interrupted sutures (from needle insertion until third knot) and running sutures (from needle insertion until loop pull-down). Average suture timing across all groups was compared using an unpaired Student's t test. Exponential smoothing (α = 0.2) was then applied to the robotic data sets for validation and a second set of t tests were performed. RESULTS:We compared 107 robotic sutures with 54 hand-sewn sutures. There was a significant difference between the average time/stitch for the robotic running sutures (n = 55) and the hand-sewn running sutures (n = 31) (31.2 seconds vs 48.3 seconds, respectively; P-value = .00052). Exponential smoothing (α = 0.2) reinforced these results (37.6 seconds vs 48.3 seconds; P-value = .014625). Average robotic running times surpassed hand-sewn by the second anastomosis (38.8 seconds vs 48.3 seconds) and continued to steadily decrease with subsequent stitches. The average of the robotic interrupted sutures (n = 52) was significantly longer than the hand-sewn (n = 23) (171.3 seconds vs 70 seconds; P = .000024). Exponential smoothing (α = 0.2) yielded similar results (196.7 seconds vs 70 seconds; P = .00001). However, average robotic interrupted times significantly decreased from the first to the final anastomosis (286 seconds vs 105.2 seconds; P = .003674). CONCLUSION/CONCLUSIONS:Our results indicate the learning curve for robotic microanastomoses is short and encouraging. The use of robotics warrants further study for potential use in cerebrovascular bypass procedures.
PMID: 38717168
ISSN: 2332-4260
CID: 5733942

Assessing superficial temporal artery-middle cerebral artery anastomosis patency using FLOW 800 hemodynamics

Sangwon, Karl L; Nguyen, Matthew; Wiggan, Daniel D; Negash, Bruck; Alber, Daniel A; Liu, Xujin Chris; Liu, Albert; Rabbin-Birnbaum, Corinne; Sharashidze, Vera; Baranoski, Jacob; Raz, Eytan; Shapiro, Maksim; Rutledge, Caleb; Nelson, Peter Kim; Riina, Howard; Russin, Jonathan; Oermann, Eric K; Nossek, Erez
OBJECTIVE:The objective of this study was to investigate the use of indocyanine green videoangiography with FLOW 800 hemodynamic parameters intraoperatively during superficial temporal artery-middle cerebral artery (STA-MCA) bypass surgery to predict patency prior to anastomosis performance. METHODS:A retrospective and exploratory data analysis was conducted using FLOW 800 software prior to anastomosis to assess four regions of interest (ROIs; proximal and distal recipients and adjacent and remote gyri) for four hemodynamic parameters (speed, delay, rise time, and time to peak). Medical records were used to classify patients into flow and no-flow groups based on immediate or perioperative anastomosis patency. Hemodynamic parameters were compared using univariate and multivariate analyses. Principal component analysis was used to identify high risk of no flow (HRnf) and low risk of no flow (LRnf) groups, correlated with prospective angiographic follow-ups. Machine learning models were fitted to predict patency using FLOW 800 features, and the a posteriori effect of complication risk of those features was computed. RESULTS:A total of 39 cases underwent STA-MCA bypass surgery with complete FLOW 800 data collection. Thirty-five cases demonstrated flow after anastomosis revascularization and were compared with 4 cases with no flow after revascularization. Proximal and distal recipient speeds were significantly different between the no-flow and flow groups (proximal: 238.3 ± 120.8 and 138.5 ± 93.6, respectively [p < 0.001]; distal: 241.0 ± 117.0 and 142.1 ± 103.8, respectively [p < 0.05]). Based on principal component analysis, the HRnf group (n = 10) was characterized by high-flow speed (> 75th percentile) in all ROIs, whereas the LRnf group (n = 10) had contrasting patterns. In prospective long-term follow-up, 6 of 9 cases in the HRnf group, including the original no-flow cases, had no or low flow, whereas 8 of 8 cases in the LRnf group maintained robust flow. Machine learning models predicted patency failure with a mean F1 score of 0.930 and consistently relied on proximal recipient speed as the most important feature. Computation of posterior likelihood showed a 95.29% chance of patients having long-term patency given a lower proximal speed. CONCLUSIONS:These results suggest that a high proximal speed measured in the recipient vessel prior to anastomosis can elevate the risk of perioperative no flow and long-term reduction of flow. With an increased dataset size, continued FLOW 800-based ROI metric analysis could be used to guide intraoperative anastomosis site selection prior to anastomosis and predict patency outcome.
PMID: 39151199
ISSN: 1933-0693
CID: 5727032

SuperDyna: Unlocking the Potential of Post-Treatment Device Evaluation

Raz, Eytan; Sharashidze, Vera; Nossek, Erez; Sahlein, Daniel H; Rostanski, Sara; Chung, Charlotte Y; Khawaja, Ayaz Mahmood; Nelson, Peter Kim; Shapiro, Maksim
BACKGROUND:Current imaging algorithms for post-device evaluation are limited by either poor representation of the device or poor delineation of the treated vessel. Combining the high-resolution images from a traditional three-dimensional digital subtraction angiography (3D-DSA) protocol with the longer cone-beam computed tomography (CBCT) protocol may provide simultaneous visualization of both the device and the vessel content in a single volume, improving the accuracy and detail of the assessment. We aim here to review our use of this technique which we termed "SuperDyna". METHODS:In this retrospective study, patients who underwent an endovascular procedure between February 2022 and January 2023 were identified. We analyzed patients who had both non-contrast CBCT and 3D-DSA post-treatment and collected information on pre-/post-blood urea nitrogen, creatinine, radiation dose, and the intervention type. RESULTS:In 1 year, SuperDyna was performed in 52 (of 1935, 2.6%) patients, of which 72% were women, median age 60 years. The most common reason for the addition of the SuperDyna was for post-flow diversion assessment (n=39). Renal function tests showed no changes. The average total procedure radiation dose was 2.8 Gy, with 4% dose and ~20 mL of contrast attributed to the additional 3D-DSA needed to generate the SuperDyna. CONCLUSIONS:The SuperDyna is a fusion imaging method that combines high-resolution CBCT and contrasted 3D-DSA to evaluate intracranial vasculature post-treatment. It allows for more comprehensive evaluation of the device position and apposition, aiding in treatment planning and patient education.
PMID: 37316194
ISSN: 1759-8486
CID: 5726142

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; Župančić, 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

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; Župančić, 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

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; Župančić, 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