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431 citation(s) found for "Brinjikji, Waleed".

Conventional versus advanced imaging selection for endovascular treatment of basilar artery occlusion strokes
Chen, Huanwen , Colasurdo, Marco, Matsukawa, Hidetoshi, Cunningham, Conor, Maier, Ilko , Kasab, Sami Al, Jabbour, Pascal , Kim, Joon-Tae, Wolfe, Stacey Quintero, Rai, Ansaar, Starke, Robert M, Psychogios, Marios-Nikos, Goyal, Nitin, Yoshimura, Shinichi, Cuellar, Hugo, Grossberg, Jonathan A, Alawieh, Ali, Alaraj, Ali, Ezzeldin, Mohamad, Romano, Daniele G, Tanweer, Omar, Mascitelli, Justin, Fragata, Isabel, Polifka, Adam, Siddiqui, Fazeel, Osbun, Joshua, Crosa, Roberto, Matouk, Charles, Park, Min S, Levitt, Michael R, Brinjikji, Waleed, Moss, Mark, Dumont, Travis, Daglioglu, Ergun, Williamson, Richard, Navia, Pedro, Leacy, Reade De, Chowdhry, Shakeel, Altschul, David J, Spiotta, Alejandro M, Kan, Peter, Wolfe, Stacey Q , Alaraj, Ali , Altschul, David , Samaniego, Edgar A , Jabbour, Pascal , Alaraj, Ali , Altschul, David J , Wolfe, Stacey Quintero , Chen, Huanwen , Colasurdo, Marco, Matsukawa, Hidetoshi, Cunningham, Conor, Kasab, Sami Al, Kim, Joon-Tae, Wolfe, Stacey Quintero, Rai, Ansaar, Starke, Robert M, Psychogios, Marios‐Nikos , Goyal, Nitin, Yoshimura, Shinichi, Cuellar, Hugo, Grossberg, Jonathan A, Alawieh, Ali, Ezzeldin, Mohamad, Romano, Daniele G, Tanweer, Omar, Mascitelli, Justin, Fragata, Isabel, Polifka, Adam, Siddiqui, Fazeel, Osbun, Joshua, Crosa, Roberto, Matouk, Charles, Park, Min S, Levitt, Michael R, Brinjikji, Waleed, Moss, Mark, Dumont, Travis, Daglioglu, Ergun, Williamson, Richard, Navia, Pedro, Leacy, Reade De, Chowdhry, Shakeel, Spiotta, Alejandro M, Kan, Peter

Mayo Clinic

European Stroke Journal | January 20, 2026 | Volume: 11 | Issue: 1 | Pages: No page available

10.1093/esj/23969873251364973 | PMID 41614473 Get It

Abstract Introduction Endovascular thrombectomy (EVT) is an effective treatment for basilar artery occlusion (BAO) stroke in select patients. While there is a growing body of literature suggesting that advanced imaging modalities such as computed tomography perfusion (CTP) and magnetic resonance (MR) may not be necessary for selecting anterior circulation large vessel occlusion stroke patients for EVT, whether advanced imaging may be superior to conventional imaging (non-contrast CT and CT angiography) in identifying good treatment candidates among BAO patients is less clear. Patients and methods This was a multicenter retrospective cohort study of BAO EVT patients treated from 2013 to 2022 in the Stroke Thrombectomy and Aneurysm Registry. Patients selected for EVT by advanced imaging (CTP or MR) were matched with those selected by conventional imaging using propensity score matching (PSM) accounting for possible confounders. Primary outcome was functional independence at 90 days. Other outcomes include bedridden state or death at 90-days and symptomatic intracranial hemorrhage (sICH). Results 268 patients were included. 150 patients were selected for BAO EVT by conventional imaging, 86 by CTP, and 32 by MR. Patients selected by advanced imaging were significantly older than those selected by conventional imaging (median age 71 vs 64 years, p = 0.001); patient characteristics were otherwise similar between cohorts. After PSM, 90-day outcomes were similar between the two cohorts (p = 0.56), with similar rates of functional independence (39.4% vs 35.1%, p = 0.65), bedridden state or death (40.4% vs 44.7%, p = 0.66), and sICH (3.3% vs 5.7%, p = 0.49) for conventional and advanced imaging groups, respectively. Results were similar across treatment time windows (all p > 0.05). Conclusions Selecting patients for basilar EVT using conventional versus advanced imaging did not result in different clinical outcomes, regardless of treatment time windows. Conventional imaging appears sufficient as a first-line tool for selecting basilar EVT patients in routine clinical practice.
Frontline aspiration versus stent retriever thrombectomy for M2 occlusions: Insights from the STAR registry
Gaub, Michael , Kasem, Rahim Abo , Maier, Ilko , Rai, Ansaar, Jabbour, Pascal, Kim, Joon-Tae, Wolfe, Stacey Q , Starke, Robert M, Psychogios, Marios-Nikos, Goyal, Nitin, Dye, Justin , Alaraj, Ali, Ezzeldin, Mohamad , Yoshimura, Shinichi, Fiorella, David, Tanweer, Omar, Romano, Daniele G, Navia, Pedro, Cuellar, Hugo H, Polifka, Adam , Osbun, Joshua, Siddiqui, Fazeel , Moss, Mark, Mokin, Maxim, Matouk, Charles, Park, Min S, Brinjikji, Waleed, Dağlıoğlu, Ergün , Williamson, Richard, Altschul, D, Ogilvy, Christopher S, Levitt, Michael R, Gory, Benjamin, Paul, A, Kan, Peter, Casagrande, Walter, Chowdhry, Shakeel, Stiefel, Michael , Grandhi, Ramesh, Spiotta, Alejandro M , Mascitelli, Justin, Jabbour, Pascal , Ogilvy, Christopher S. , Alaraj, Ali , Altschul, David , Abo Kasem, Rahim , Jabbour, Pascal , Alaraj, Ali , Altschul, David J , Wolfe, Stacey Quintero , Ogilvy, Christopher S , Rai, Ansaar , Kim, Joon‐Tae , Howard, Brian M , Alawieh, Ali , Psychogios, Marios‐Nikos , Shaban, Amir , Fiorella, David , Tanweer, Omar , Romano, Daniele Giuseppe , Navía, Pedro , Fragata, Isabel , Osbun, Joshua W , Moss, Mark, Limaye, Kaustubh , Mokin, Maxim , Matouk, Charles , Brinjikji, Waleed , Williamson, Richard, Crosa, Roberto , Levitt, Michael R. , Gory, Benjamin , Paul, Alexandra R , Chowdhry, Shakeel , Grandhi, Ramesh , Mascitelli, Justin R

Mayo Clinic

European Stroke Journal | January 20, 2026 | Volume: 11 | Issue: 1 | Pages: No page available

10.1093/esj/23969873251381924 | PMID 41614461 Get It

Abstract Background Recent trials have furthered uncertainty regarding the endovascular benefit for medium vessel occlusions (MeVO). Stent retrievers (SR) were employed in the first attempt in most interventional arm participants. We sought to compare outcomes in acute MCA M2 occlusions between frontline aspiration and SR, and to delineate procedural and anatomical covariates associated with differential treatment effect. Methods Retrospective analysis of a multicenter stroke thrombectomy cohort identified cases of MT for M2 occlusions. Unmatched and propensity score-matched (PSM) cohorts were generated comparing frontline aspiration to standalone and combined SR. The primary outcome was functional independence (mRS 0–2) at 90 days. Recanalization, symptomatic intracranial hemorrhage (sICH), mortality, and the effect of M2 laterality, division occlusion and procedure time were assessed. Results About 1734 patients with M2 occlusions underwent either frontline aspiration (n = 711) or SR/combined (n = 958) thrombectomy between 2013 and 2024. PSM analysis favored aspiration for functional independence (49.9% vs 44.0%, OR 1.27 (1.03–1.57)), complete recanalization (61.2% vs 48.7%, OR 1.66 (1.34–2.05)), complete first pass effect (35.0% vs 27.6%, OR 1.42 (1.13–1.78)), and sICH (3.5% vs 6.2%, OR 0.55 (0.33–0.91)), with no difference in mortality. Frontline aspiration had significantly shorter procedural times (median 28 [IQR 15–49.5] vs 51 [IQR 35–78] minutes; p < 0.001). For every minute increase in procedure time, the probability of functional independence decreased significantly (p < 0.001) less with frontline aspiration (0.35%) compared to SR/combined (1.61%). Conclusion Frontline aspiration for M2 occlusions resulted in better clinical and angiographic outcomes compared to SRs. Future trials for MeVO with a focus on contact aspiration thrombectomy may succeed where recent trials have failed.
Delivery assist catheters for mechanical thrombectomy: a systematic review
Ognard, Julien, Hajj, Gerard El, Ramadan, Dina , Ghozy, Sherief, Kadirvel, R, Brinjikji, Waleed, Kallmes, D, Ghozy, Sherief , El Hajj, Gerard , Moussalem, Charbel, Ghozy, Sherief , Ognard, Julien , Hajj, G El , Moussalem, Charbel K. , Kadirvel, Ramanathan , Brinjikji, Waleed , Kallmes, David F.

Mayo Clinic

Expert Review of Medical Devices | January 13, 2026 | Volume: 23 | Issue: 2 | Pages: 197-210

10.1080/17434440.2026.2617398 | PMID 41528332 Get It

Customer discovery in neurointervention: a practical primer for identifying unmet needs
Rana, Shivam , Winters, Kaitlyn, Thacker, Ron, Kallmes, David F, Siddiqui, Adnan H. , Zaidat, Osama O. , Brinjikji, Waleed , Hassan, Ameer E , Siddiqui, Adnan H , Zaidat, Osama O , Brinjikji, Waleed , Winters, Kaitlyn, Kallmes, Kevin M , Hassan, Ameer E , Kallmes, David F.

Mayo Clinic

Journal of NeuroInterventional Surgery | December 3, 2025 | Volume: No volume available | Issue: No issue available | Pages: jnis-2025-024474

10.1136/jnis-2025-024474 | PMID 41339076 Get It

Background Advancement in neurointervention is frequently driven by the introduction of new technology and devices that improve procedural efficacy and patient outcomes. For physician-innovators, customer discovery—or the process of directly engaging with end users to explore workflows and associated challenges—offers a structured way to identify meaningful problems and guide early innovation. This primer aims to outline stepwise guidance for conducting customer discovery within neurointervention to characterize key areas of unmet need. Methods We detail stepwise guidance for conducting customer discovery founded on foundational business literature. To illustrate this process, we conducted five interviews with expert neurointerventionalists engaged in clinical innovation. Interview transcripts were reviewed and analyzed to track emerging themes, and responses were synthesized into a neurointerventionalist customer profile. Results Responses from interviewed neurointerventionalists suggested that safer vascular access, tools to support treatment prognostication, and condition-specific device design are unmet areas of need. Moreover, interviews revealed broader concerns about stagnation in device innovation and barriers within regulatory and institutional pathways. Conclusions Structured customer discovery identifies unmet needs that may be overlooked when device development is solely driven by technical breakthroughs or published outcomes. By outlining an actionable framework for customer discovery in neurointervention, we provide a practical model for aligning future innovation with real-world clinical challenges.
Abstract 290: Treatment Strategies for Residual and Recurrent Aneurysms After Woven EndoBridge Therapy: A Multicenter Propensity‐Matched Analysis
Gudino, Andres, Reddi, Preethi , Sridhar, V., Haranhalli, Neil , Karandish, Alireza , Aghaebrahim, Amin, Sauvageau, Eric , Crowley, W F, Dabus, Guilherme , Paul, A.R. , Puri, A, Rinaldo, Lorenzo , Brinjikji, Waleed , Goren, Oded , Siddiqui, Adnan, Jaikumar, Vinay , Essibayi, Muhammed Amir , Gutierrez‐Aguirre, Salvador F. , Hendrix, Philipp , Ransom, Ryan C. , Gudino, Andres , Ringer, Andrew J. , Kühn, Anna Luisa , Field, N., Ríos-Zermeño, Jorge , Amllay, Abdelaziz , Monteiro, Andre , Khatri, Deepak , Toledo, Otavio F. De , Crowley, W., Dabus, Guilherme C. , Matouk, Charles , Tawk, Rabih G. , Paul, A. R., Mocco, J , Majidi, Shahram , Samaniego, Edgar A , Lanzino, Giuseppe , Hanel, Ricardó A. , Altschul, David , Levy, Elad I.

Mayo Clinic

Stroke: Vascular and Interventional Neurology | December 2, 2025 | Volume: 5 | Issue: S1 | Pages: No page available

10.1161/svi270000_290 Get It

Introduction Post‐market and multicenter studies report low complete occlusion rates (41‐49%) and higher retreatment rates (13%) following WEB deployment, compared to 3.8% with microsurgical clipping. While retreatment after WEB has been shown to be technically feasible, data on final angiographic outcomes remain limited. We performed a retrospective analysis of prospective databases from 14 cerebrovascular centers in the US to compare the safety and efficacy of retreatment versus continued observation for residual and recurrent aneurysms after initial WEB deployment. Materials/Methods Multinomial logistic regression was used to identify baseline characteristics of untreated and residual/recurrent aneurysms that may act as confounders, which then underwent propensity scored matching (PSM). Results Among 211 patients (125 observed, 86 retreated), retreatment was more common in initially ruptured aneurysms (p<0.001), which showed higher recurrence (p=0.036) and sac‐dominant residuals (p=0.004). These were primarily due to WEB compression on follow‐up (p=0.001), rather than incomplete occlusion with an appropriately sized device (p<0.001). Retreatment was associated with significantly higher rates of complete angiographic occlusion at last follow‐up compared to observation alone (p<0.001), a finding that remained consistent across subgroups defined by initial unruptured status, residual type, and recurrence patterns (all p<0.05). Clipping demonstrated higher, though statistically insignificant, rates of complete occlusion; flow diversion and stent‐assisted coil embolization yielded comparable complete occlusion rates at follow‐up. After propensity score matching, retreatment remained significantly associated with higher rates of complete angiographic occlusion (all p<0.05), with comparable outcomes observed between clipping and various endovascular approaches as above. Conclusion Retreatment improved complete occlusion rates; however, no aneurysmal hemorrhages occurred in either group. Further intervention may be unnecessary when the WEB device—whether compressed or intact (BOSS 0/1)—adequately protects the dome. In cases where WEB compression significantly exposes the aneurysm wall, stent‐assisted coiling or flow diversion can be performed safely and successfully, depending on vascular anatomy and surgeon preference. image image
Abstract 252: Increasing Incidence of Spontaneous Intracranial Hypotension and Cerebrospinal Fluid‐Venous Fistulas: Role of Enhanced Clinical Awareness in the Advanced Myelography Era
Hajj, Georges, Kadirvel, Ramanathan , Kallmes, David F. , Brinjikji, Waleed , Hajj, G. El, Ognard, Julien , Bayraktar, E.

Mayo Clinic

Stroke: Vascular and Interventional Neurology | December 2, 2025 | Volume: 5 | Issue: S1 | Pages: No page available

10.1161/svi270000_252 Get It

Introduction Spontaneous intracranial hypotension (SIH) has been underdiagnosed, primarily due to limited clinical recognition and diagnostic capabilities. Recent improvements in diagnostic awareness and the implementation of advanced imaging techniques, notably targeted myelography and photon‐counting computed tomography (PCCT), have improved detection of cerebrospinal fluid‐venous fistulas (CSFVFs). We provide an updated SIH incidence within a defined U.S. County and quantify the proportional contribution of CSFVFs in this evolving diagnostic context. Methods We performed a retrospective, population‑based cohort study of adults evaluated for SIH from January 2019 through August 2025 at a quaternary referral center. Standard evaluation included brain MRI, whole‑spine MRI screening for spontaneous spinal CSF leaks (SLEC), and targeted myelography (lateral‑decubitus digital subtraction or dynamic CT/PCCT when available). Incident SIH was defined as the first imaging‑confirmed leak per patient. Incidence per 100,000 adult person‑years used adult population denominators with exact Poisson 95% CIs. Results We identified 33 incident SIH cases; 22/33 (66.7%) were CSFVF. Overall SIH incidence was 4.02 (95% CI 2.77‐5.65) per 100,000 person‑years; CSFVF‑specific incidence was 2.68 (95% CI 1.68‐4.06), 2.35 in women (95% CI 1.25‐4.02) and 1.50 in men (95% CI 0.65‐2.96). Significant upward trends were observed in annual incidence rates for SIH (Incidence Rate Ratio [IRR]: 1.23, 95% CI: 1.02‐1.48, p = 0.027) and specifically for CSFVFs (IRR: 1.29, 95% CI: 1.03‐1.63, p = 0.029). The symptom duration before diagnosis had a median of 4 months and appears to be shortening over time: 7 months in 2019‐2021 versus 4 months in 2022‐2025, consistent with faster recognition and targeted imaging. Conclusion The incidence of SIH, particularly due to CSFVFs, has increased significantly, likely attributable to improved clinical recognition and advanced imaging techniques rather than a true epidemiological shift. This highlights an urgent clinical message: maintain a high index of suspicion, image accordingly, and treat promptly. image image
Abstract 245: Super‐Large‐Bore vs Large‐Bore Aspiration Catheters in Mechanical Thrombectomy: A Multicenter Propensity‐Matched Analysis
Chacon, Alexander , Inoa, Violiza , Cawley, M. F., Rai, Ansaar , Maier, Ilko , Dye, J. A., Ezzeldin, M., Matouk, Charles, Brinjikji, Waleed , Jabbour, Pascal , Almallouhi, E., Dağlıoğlu, Ergün , Spiotta, Alejandro M , Grossberg, Jonathan A , Chacon, A., Alawieh, Ali , Motiwala, Mustafa , Arthur, Adam Stephen , Cawley, M., Howard, Brian M , Siddiqui, F., Alaraj, Ali , Romano, Daniele Giuseppe , Fiorella, David , Dye, J., Wolfe, Stacey Q , Mascitelli, Justin R , Fragata, Isabel , Limaye, Kaustubh , Ogilvy, Christopher S. , Jabbour, Pascal , Almallouhi, Eyad , Park, M. S., Navía, Pedro , Grandhi, Ramesh , Altschul, David , Schirmer, Clemens M. , Paul, Alexandra R , Mokin, Maxim , Goyal, Nitin

Mayo Clinic

Stroke: Vascular and Interventional Neurology | December 2, 2025 | Volume: 5 | Issue: S1 | Pages: No page available

10.1161/svi270000_245 Get It

Background Contact aspiration remains a frontline approach for mechanical thrombectomy (MT) in acute ischemic stroke (AIS). Early evidence correlates catheter size with procedural efficiency and clinical outcomes. Larger‐bore (LB) aspiration catheters may enhance clot ingestion, increase aspiration force, and facilitate faster and more complete recanalization. However, the transition from standard LB catheters (0.068‐0.072″) to super‐large‐bore (SLB, ≥0.080″) devices has raised questions regarding both safety and clinical benefit. Although the use of SLB catheters is increasing, comparative data on their performance versus LB catheters remain limited. This study aims to evaluate the safety and efficacy of SLB compared with LB catheters including data from a large multicenter international registry. Methods We retrospectively analyzed patients with AIS due to LVO treated at 46 international stroke centers between January 2013 and June 2025. Among eligible patients, propensity score matching (PSM) at a 5:1 ratio was used to balance baseline characteristics between those treated with standard LB catheters and those treated with SLB catheters. Safety endpoints included intraprocedural complications, symptomatic intracranial hemorrhage (sICH), distal embolization, and 90‐day mortality. Efficacy endpoints included functional independence at 90 days (modified Rankin Scale [mRS] 0‐2), successful recanalization (TICI ≥2b), first‐pass effect (TICI ≥2b on the first aspiration attempt), and procedural timing to TICI2b. Results A total of 3,100 patients were included (LB n=3,024; SLB n=67). After PSM (LB n=335; SLB n=67), safety outcomes were comparable between groups in terms of intraprocedural complications occurred (p=0.5), sICH (p>0.9), embolization to new territory (p=0.2), and 90‐day mortality (p>0.9). Efficacy outcomes were similarly consistent for functional independence (mRS 0‐2) (p>0.9), successful recanalization (p>0.9), first‐pass effect (p=0.5), and time to TICI ≥2b (27.6 vs. 24.5 minutes; p=0.9). These findings remained consistent in the subgroup with ICA and M1 occlusions, with no significant differences in safety (intraprocedural complications [p=0.4], sICH [p>0.9], embolization to new territory [p=0.6], or 90‐day mortality [p>0.9], nor in efficacy outcomes (functional independence at 90 days [p>0.9], successful recanalization [p=0.9], first‐pass effect [p=0.6], and time to TICI ≥2b [p=0.9]). Conclusion In this large multicenter analysis, the use of SLB aspiration catheters demonstrated comparable safety and efficacy to standard LB catheters for MT in AIS. Despite theoretical advantages in aspiration dynamics, SLB devices did not confer significant procedural or clinical benefit over LB catheters. These findings suggest that while SLB catheters are a feasible alternative, technical and clinical outcomes remain comparable to LB catheters. Further prospective studies are warranted to clarify potential clinical advantages. image
Abstract 217: Outcomes of Combined Mechanical Thrombectomy Versus Stent Retriever or Contact Aspiration in Acute Ischemic Stroke: An Updated Network Meta‐Analysis
Hamouda, A. M., Kendall, Nicholas , Elgohary, Mostafa, Arumaithurai, Kogulavadanan , Kadirvel, Ramanathan , Brinjikji, Waleed , Kallmes, David F. , Derhab, Mohamed , Hamouda, A. M., Pennington, Zach , Kumar, Rahul , Elgohary, M., Ghozy, Sherief

Mayo Clinic

Stroke: Vascular and Interventional Neurology | December 2, 2025 | Volume: 5 | Issue: S1 | Pages: No page available

10.1161/svi270000_217 Get It

Introduction For large vessel occlusion (LVO) ischemic strokes, three major techniques of mechanical thrombectomy have demonstrated efficacy. In this study, we compared stent retrievers (SR),contact aspiration (Asp), and a combined approach to provide an updated comparison of key outcomes for each strategy. Methods We followed PRISMA guidelines to conduct a systematic review and meta‐analysis across PubMed, EMBASE, Scopus, and Web of Science databases up to September 2024. Studies were included if they included outcomes for patients with ischemic stroke who underwent mechanical thrombectomy using a stent retriever, contact aspiration, or a combination of both techniques. Results Twenty‐four studies comprising a total of 12,845 patients were included in the analysis. Compared to the Asp technique alone, the combined mechanical thrombectomy (MT) approach was associated with a higher risk of arterial dissection (RR: 2.00; 95% CI [1.15, 3.44]), longer procedure duration (MD: 13.35 minutes; 95% CI [5.87, 20.83]) and associated with a lower risk of arterial dissection (RR: 0.50; 95% CI [0.29, 0.87]). However, Asp was associated with a lower rate of first‐pass effect (FPE) compared to combined MT (RR: 0.67; 95% CI [0.46, 0.96]). Additionally, stent retriever (SR) use was linked to a higher procedure duration compared to Asp(MD: 13.39 minutes; 95% CI [5.55, 21.22]) and a lower FPE rate (RR: 0.75; 95% CI [0.59,0.96]). No significant differences were observed between groups in terms of successful recanalization, 90‐day functional outcomes, or mortality. Conclusion In our analysis, all three techniques demonstrated similar recanalization rates and functional outcomes. However, aspiration was associated with shorter procedure times and fewer arterialdis section complications, while the combination technique showed a higher first pass effect. Given the comparable overall efficacy, the choice of technique should be guided by the physician's preference, expertise, and confidence, tailored to the individual patient's profile.
Mechanical thrombectomy for cervical artery dissection-related stroke: a systematic review and meta-analysis
Ramadan, Dina , Jazayeri, Seyed Behnam , Seymour, Trey , Kendall, Nicholas , Ahmed, Nada S, Dennison, Stanley, Atieh, Fatima , Derhab, Mohamed , Kadirvel, Ramanathan , Brinjikji, Waleed , Kallmes, David F, Ghozy, Sherief , Kadirvel, Ram , Brinjikji, Waleed , Eraghi, Mohammad Mirahmadi , Ahmed, Nada S, Hamouda, Abdelrahman M. , Ghozy, Sherief , Kallmes, David F.

Mayo Clinic

Journal of NeuroInterventional Surgery | November 23, 2025 | Volume: No volume available | Issue: No issue available | Pages: jnis-2025-024339

10.1136/jnis-2025-024339 | PMID 41276297 Get It

Background Mechanical thrombectomy (MT) is a well-established treatment for acute ischemic stroke (AIS) due to large vessel occlusion (LVO). However, its role in cervical artery dissection-related (CeAD) LVO remains debated due to anatomical complexities and procedural challenges. This systematic review and meta-analysis aims to evaluate the safety, efficacy, and clinical outcomes of MT in patients with AIS due to CeAD-related LVO compared with other AIS etiologies. Methods PubMed, Embase, and Scopus were systematically searched from inception to March 2025. Comparative observational studies evaluating the use of MT in adult patients with AIS due to LVO were included, specifically those comparing outcomes in patients with CeAD versus non-CeAD etiologies. Results MT for CeAD-related AIS showed no statistically significant difference in successful recanalization compared with non-CeAD cases (OR 0.81 (95% CI 0.63 to 1.04), P=0.10). However, patients with CeAD-related AIS had significantly higher rates of 90-day functional independence (modified Rankin Scale score 0–2) (OR 2.17 (95% CI 1.55 to 3.05), P<0.01) and lower 90-day mortality (OR 0.34 (95% CI 0.22 to 0.53), P<0.01). Rates of distal embolization (OR 1.60 (95% CI 0.69 to 3.70), P=0.27), symptomatic intracranial hemorrhage (OR 0.84 (95% CI 0.51 to 1.38), P=0.49), or iatrogenic dissection (OR 1.58 (95% CI 0.59 to 4.22), P=0.36) did not differ significantly between patient groups. Conclusions MT in patients with CeAD-related LVO is safe, effective, and associated with improved functional outcomes and lower mortality compared with patients with non-CeAD acute ischemic causes.
Predictive modeling of long-term improvement in occlusion outcomes following Woven EndoBridge treatment of cerebral aneurysms: A machine learning approach
Karandish, Alireza , Essibayi, Muhammed Amir , Jabal, Mohamed Sobhi , Salim, Hamza , Musmar, Basel , Adeeb, Nimer , Dibas, Mahmoud , Li, Yan-Lin , Grist, James T. , Lay, Sovann V. , Guenego, Adrien , Renieri, Leonardo, Naamani, Kareem El, Möhlenbruch, Markus, Kral, Michael , Salem, Mohamed M , Foreman, Paul M. , Shaikh, Hamza , Župančić, Vedran , Ayberk, Gıyas , Rabinov, James D. , Maingard, Julian , Michelozzi, Caterina , Starke, Robert M., Ogilvie, Mark , Nguyên, Anh , Jones, Jesse , Brinjikji, Waleed , Nawka, Marie Teresa , Psychogios, Marios, Ulfert, Christian , Pukenas, Bryan , Burkhardt, Jan‐Karl , Slawski, Diana , Lubicz, Boris , Puri, Ajit S., Pero, Guglielmo , Raz, Eytan , Asadi, Hamed , Siddiqui, Adnan H. , Haranhalli, Neil , Ducruet, Andrew F. , Albuquerque, Felipe C , Regenhardt, Robert W. , Stapleton, Christopher J. , Kan, Peter , Kalousek, Vladimir , Lylyk, Pedro , Boddu, Srikanth , Knopman, Jared , Tjoumakaris, Stavropoula , Clarençon, Frédéric , Patel, Aman B. , Fuschi, Maurizio , Altschul, David , Investigators, for the WorldWideWEB, Salim, Hamza , Li, Yan-Lin , Algin, Oktay , Ghozy, Sherief , Guenego, Adrien , Shotar, Eimad , Lylyk, Ivan , Foreman, Paul M , Župančić, Vedran , Hafeez, Muhammad U , Ayberk, Giyas , Schirmer, Clemens M , Hassan, Ameer E , Nguyen, Anh , Jones, Jesse , Ulfert, Christian , Tawk, Rabih, Raz, Eytan , Griessenauer, Christoph J , Siddiqui, Adnan H , Levy, Elad I , Regenhardt, Robert W , Tjoumakaris, Stavropoula , Cuellar-Saenz, Hugo H , Jabbour, Pascal , Limbucci, Nicola , Altschul, David J , Dmytriw, Adam A , Dibas, Mahmoud , Pero, Guglielmo , Kalousek, Vladimir , Musmar, Basel , Essibayi, Muhammed Amir , Lay, Sovann V , Simonato, Davide , Zaccagna, Fulvio , Ghozy, Sherief , Renieri, Leonardo , Carnevale, Joseph Anthony , Saliou, Guillaume , Mastorakos, Panagiotis , Naamani, Kareem El, Shotar, Eimad , Möhlenbruch, Markus , Chung, Charlotte , Lylyk, Iván , Hafeez, Muhammad Ubaid , Catapano, Joshua S , Waqas, Muhammad , Kazancı, Atilla , Schirmer, Clemens M. , Piano, Mariangela , Kühn, Anna Luisa , Hassan, Ameer E , Psychogios, Marios‐Nikos , Huynh, Thien , Martinez-Gutierrez, Juan Carlos , Sheth, Sunil A , Tawk, Rabih G. , Pulli, Benjamin , Panni, Pietro , Puri, Ajit S , Griessenauer, Christoph J. , Levy, Elad I. , Cuellar, Hugo , Jabbour, Pascal , Limbucci, Nicola , Dmytriw, Adam A. , Investigators, for the WorldWideWEB

Mayo Clinic

Interventional Neuroradiology | November 3, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/15910199251391915 | PMID 41182964 Get It

Background The Woven EndoBridge (WEB) device represents an innovative solution for cerebral aneurysm occlusion, particularly for challenging wide-neck bifurcation aneurysms. However, factors affecting sustained occlusion remain poorly understood. We utilized machine learning to attempt to identify predictors of favorable long-term outcomes following WEB treatment. Methods In this multicenter retrospective study, we collected patient demographics, aneurysm characteristics, procedural details, and clinical outcomes. The primary endpoint was improvement in occlusion status, defined as maintained Raymond-Roy Occlusion Classification (RROC) grade 1, or improvement from grade 2 to 1, or from grade 3 to either 2 or 1 on final angiographic follow up. The dataset was split into training (75%) and validation (25%) sets. The CatBoost algorithm was selected based on performance metrics, with Shapley Additive exPlanations (SHAP) values calculated to determine feature importance. Furthermore, a multivariable binomial logistic regression model was performed to validate machine learning findings. Results Among 720 aneurysms from 36 hospitals, 84% showed improvement in occlusion at follow up. Both machine learning and multivariable logistic regression identified aneurysm height as the most consistent correlate of nonimprovement (odds ratio (OR) 0.90 per mm, p = 0.022). In the CatBoost model, the highest-ranking features by SHAP included aneurysm height, patient age, treatment acuity, ACom location, WEB-SLS device, bifurcation anatomy, aneurysm multiplicity, baseline modified Rankin Scale, access route, and partial thrombosis. Conclusions Machine-learning and regression analyses identified consistent predictors of occlusion improvement after WEB treatment, with aneurysm height most strongly linked to nonimprovement. These insights may guide patient selection and follow up. Findings require cautious interpretation and external validation in larger cohorts.