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Burkhardt, Jan‐Karl

https://orcid.org/0000-0002-3726-4048

A5087784083 | I2799810409

Mayo Clinic

Hospital of the University of Pennsylvania

Citations 21

Temporal relationship between hematoma resolution and functional recovery after middle meningeal artery embolization for chronic subdural hematoma

Journal of Neurosurgery | May 20, 2026 | Volume: No volume available | Issue: No issue available | Pages: 1-12

10.3171/2025.12.jns251884 | PMID 42172679

OBJECTIVE The objective was to evaluate the trajectories of hematoma resolution and functional improvement after middle meningeal artery embolization (MMAE) for chronic subdural hematoma (cSDH), model the temporal pattern of cSDH resolution, and identify factors associated with favorable outcomes. METHODS This real-world multicenter retrospective study included cSDH patients treated with MMAE at 24 centers between 2019 and 2024. Hematoma thickness was measured at baseline and at follow-up intervals (1–4 weeks, 1–3 months, 3–6 months, 6–12 months, and > 12 months after embolization). Resolution patterns were modeled using exponential decay functions. Modified Rankin Scale (mRS) scores assessed functional outcomes. Good functional outcome was defined as mRS score ≤ 2. Resolution patterns were modeled using exponential decay functions to estimate time to 50% and 80% reduction. Patients were categorized as complete resolution (≥ 99%) or by quartile of the remaining distribution (substantial [73%–98%], moderate [53%–73%], partial [27%–53%], minimal [< 27%]). The primary outcome was good functional status (mRS score ≤ 2). RESULTS The authors analyzed a total of 1781 patients with 2295 cSDHs who underwent MMAE. The mean ± SD age was 72.8 ± 12.4 years and 68.1% of patients were male. The initial mean hematoma thickness was 15.31 ± 6.53 mm, decreasing to 5.24 ± 5.91 mm at final follow-up (mean reduction 64.3% ± 42.1%). Resolution followed an exponential decay pattern, with an estimated time to 50% reduction of 1.8 months and to 80% reduction of 8.9 months. Complete resolution occurred in 1031 of 2224 patients (46.4%) with complete follow-up. The median (IQR) mRS score improved from 1 (0–3) at baseline to 0 (0–2) at > 12 months. Good functional outcomes were more common in patients with complete versus minimal resolution (68.9% vs 35.0%, p < 0.001). Achieving ≥ 73% resolution within 90 days was associated with better outcomes (good outcome in 76.9% of those with ≥ 73% resolution vs 67.3% in those without, p < 0.001). Neurological deterioration was the strongest predictor of lack of good outcome (23.7% in patients with neurological deterioration vs 82.4% without, p < 0.001). CONCLUSIONS After MMAE for cSDH, reduction in hematoma thickness follows a predictable exponential decay pattern. Greater extent (≥ 80%) and faster timing (within 90 days) of resolution are valuable prognostic indicators. Functional outcomes improve progressively through 6–12 months after the procedure. The relationship between resolution extent and functional outcomes provides quantitative benchmarks for evaluating treatment response.
Woven EndoBridge Device for Ruptured vs. Unruptured Aneurysms: Insights from the WorldWideWEB Study

No container title available | March 18, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-8939206/v1

Abstract Purpose Although the Woven EndoBridge (WEB) device is increasingly used for the treatment of wide-neck intracranial aneurysms, including in the acute rupture setting, comparative evidence assessing the impact of rupture status remains limited. This study compared angiographic, safety, and clinical outcomes between ruptured and unruptured intracranial aneurysms treated with WEB. Methods We conducted a retrospective analysis of prospectively collected data from the multicenter cohort registry WorldWideWEB, including consecutive adult patients with intracranial aneurysms treated with the WEB. Patients were stratified into groups of ruptured and unruptured aneurysms. Propensity score matching was used to balance baseline characteristics between both groups. Retreatment rate was the primary outcome. Secondary outcomes included mRS, safety events (thromboembolic complications) and angiographic outcomes (periprocedurally and last follow-up). Results Among 1,220 patients, 342 (28.0%) presented with ruptured aneurysms. There was no significant difference in the rate of thromboembolic complications between groups (11.8% vs 5.9%, p = 0.056). At follow-up, adequate occlusion was lower (82.2% vs 93.3%, p < 0.002) and functional outcomes were worse (mRS ≥2 in 34.1% vs 21.9%, p = 0.012) among patients with ruptured aneurysms. Periprocedural adequate occlusion (53.3% vs 53.8%, p>0.9) and retreatment rates (11.8% vs 7.1%, p = 0.14) did not differ between groups after matching. Conclusion Ruptured aneurysms demonstrated expected inferior follow-up functional and angiographic outcomes when compared with unruptured aneurysms, but no difference in retreatment rate and procedural safety. These findings support WEB as a safe and effective treatment option for appropriately selected ruptured intracranial aneurysms in routine clinical practice.
Predictive modeling of long-term improvement in occlusion outcomes following Woven EndoBridge treatment of cerebral aneurysms: A machine learning approach

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

10.1177/15910199251391915 | PMID 41182964

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.
Standalone Endovascular Embolization versus Stereotactic Radiosurgery in the Treatment of Arteriovenous Malformations in Eloquent Brain

Radiology | October 21, 2025 | Volume: 317 | Issue: 1 | Pages: No page available

10.1148/radiol.250329 | PMID 41117652

Stereotactic radiosurgery was associated with a higher obliteration rate compared with embolization in patients with eloquent brain arteriovenous malformations, whereas there was no evidence of a difference in functional outcomes or complications after adjustment.
Outcomes of medical and surgical management in infectious intracranial aneurysms: a multicenter cohort analysis

Journal of NeuroInterventional Surgery | May 23, 2025 | Volume: 18 | Issue: 4 | Pages: 1079-1086

10.1136/jnis-2025-023421 | PMID 40409986

Introduction Infectious intracranial aneurysms (IIAs) are rare but serious complications of systemic infections, particularly infective endocarditis. These aneurysms are prone to rupture, leading to significant morbidity and mortality. Management strategies lack consensus due to the rarity of the condition and reliance on small case series. This study examines the clinical management of IIAs using data from a large multicenter cohort. Methods A retrospective registry-based cohort study was conducted across 11 tertiary care centers in the USA between 2018 and 2023. Patients with IIAs were identified based on clinical and radiographic criteria. The primary outcome was treatment failure defined as persistence, growth, or rupture of the aneurysm. Secondary outcomes were mortality and the modified Rankin Scale (mRS) score at 90 days and 1 year. Multivariate logistic regressions were used to identify outcome predictors. Results A total of 104 patients with 166 aneurysms were included, with a median age of 43 years. Medical management was successful in 56% of cases, with failure often within 18 days of initiation. Predictors of failure included younger age, larger aneurysm size, and rupture at presentation. Surgical and endovascular interventions achieved higher success rates with better outcomes. At 90 days, 57% of patients achieved functional independence (mRS 0–2), while the mortality rate was 24%. Conclusion This study highlights the limitations of medical management for IIAs and underscores the need for early surgical or endovascular intervention in high-risk patients. Outcome predictors aid clinical decision-making, optimizing patient management. Further research is needed to standardize management guidelines for IIAs.
Comparative outcomes of arteriovenous malformations treatment in eloquent versus non-eloquent brain: A multicenter study with propensity-score weighting

International Journal of Stroke | February 14, 2025 | Volume: 20 | Issue: 7 | Pages: 852-863

10.1177/17474930251323503 | PMID 39948730

Background: Arteriovenous malformations (AVMs) are complex vascular anomalies with a high risk of hemorrhage and neurological deficits, especially when located in eloquent brain regions. The eloquence of an AVM location is a critical factor in the treatment planning, influencing both the risk of complications and long-term functional outcomes. This study aims to compare outcomes between eloquent and non-eloquent AVMs. Methods: This multicenter, retrospective study utilized data from the Multicenter International Study for Treatment of Brain AVMs (MISTA) consortium. Patients with eloquent and non-eloquent AVMs were compared on baseline characteristics, angiographic outcomes, and functional outcomes using the modified Rankin Scale (mRS). Propensity score weighting (IPTW) was applied to adjust for confounding variables. Results: The study included 1013 patients, with 498 (49.2%) AVMs located in eloquent regions and 515 (50.8%) in non-eloquent regions. In unadjusted analysis, eloquent AVMs had lower complete obliteration rates (67.6% vs 79.5%, OR: 0.53, 95% CI: 0.39–0.72, p < 0.001) and higher complication rates (24.5% vs 19.0%, OR: 1.38, 95% CI: 1.02–1.86, p = 0.03) compared to non-eloquent AVMs. After IPTW adjustment, eloquent AVMs continued to show significantly higher odds of overall complications (OR: 1.68, 95% CI: 1.12–2.52, p = 0.01) and symptomatic complications (OR: 1.77, 95% CI: 1.12–2.80, p = 0.01). Secondary analysis within the eloquent group indicated that embolization was linked to an elevated risk of complications. Surgery and radiosurgery showed comparable functional outcomes at last follow-up and complications rates with higher complete obliteration rates in surgery. Conclusion: AVMs in eloquent brain areas present higher risks of complications and lower obliteration rates, emphasizing the need for cautious, individualized treatment planning. Within the eloquent group, embolization increased the risk of complications, while surgery and radiosurgery showed comparable functional outcomes at last follow-up and complication rates with higher complete obliteration rates in surgery. These findings highlight the importance of location in AVM management and support further research focusing on comparing treatment strategies for AVMs in eloquent brain areas.
Abstract 273: Evaluating Clinical Outcomes and Cost‐Effectiveness of Robotic Carotid Artery Stenting: A Multi‐Center, Propensity Score Matched Study

Stroke: Vascular and Interventional Neurology | January 15, 2025 | Volume: 4 | Issue: S1 | Pages: No page available

10.1161/svin.04.suppl_1.273

Objective Preclinical studies suggest that robotic carotid artery stenting (CAS) could be superior to manual CAS. However, very limited comparative data exists comparing robotic and manual CAS patients. In addition, no data exists comparing the costs of manual and robotic CAS. Methods All robotic CAS cases at 2 academic neurosurgery centers were retrospectively reviewed and 1:1 propensity matched with manual CAS cases. Personnel costs, supply costs, and total procedure costs were collected in collaboration with hospital administration using time‐driven activity‐based cost‐analysis (TDABC). Results 24 robotic CAS cases were performed between 2019 and 2023. Co‐morbidities and baseline procedural characteristics were well‐matched between robotic and manual cases. Unplanned manual conversion was observed in only one robotic case (4.2%). Robotic CAS complications and outcomes were comparable to manual. Robotic CAS was associated with a significantly increased fluoroscopy time (29.0 vs. 19.2 min.; p<0.001). Robotic procedure time (88.9±18.2 min.) was significantly (p=0.003) higher than manual (68.72±22.4 min.). Health professional costs ($1,589.71±176.92, $1,375.99±233.39, p<0.005), supply cost ($3,918.25±421.20, $2,152.74±1,030.26, p<0.001) and total procedure costs ($5,306.11±608.95, $3,437.56±1,165.67, p<0.001) were greater for robotic CAS. Conclusions With a low rate of technical failure and post‐operative complications, we show robotic carotid artery stenting is safe and feasible in the first multi‐center and largest sample to date. In addition, robotic CAS achieves comparable clinical outcomes. Robotic CAS was associated with increased fluoroscopy time, but fluoroscopy time decreased as operators gained familiarity with the CorPath GRX. Robotic CAS was associated with a greater procedural cost, which was driven by greater personnel and supply costs. Our findings highlight the need for further studies to optimize robotic CAS and reduce its associated costs.
Robotic carotid artery stenting: a multicenter, propensity score–matched analysis of clinical outcomes and cost-effectiveness

Neurosurgical Focus | December 1, 2024 | Volume: 57 | Issue: 6 | Pages: E10

10.3171/2024.9.focus24479 | PMID 39616641

OBJECTIVE Preclinical studies suggest that robotic carotid artery stenting (CAS) could be superior to manual CAS. However, very limited comparative data exist for patients who have undergone robotic versus manual CAS. In addition, no data exist comparing the costs of manual and robotic CAS. METHODS All robotic CAS cases at two academic neurosurgery centers were retrospectively reviewed and 1:1 propensity matched with manual CAS cases. Personnel costs, supply costs, and total procedure costs were collected in collaboration with hospital administration by using time-driven activity-based cost analysis. RESULTS A total of 24 robotic CAS operations were performed between 2019 and 2023. Comorbidities and baseline procedural characteristics were well matched between robotic and manual cases. Unplanned manual conversion was observed in only 1 robotic case (4.2%). Robotic CAS complications and outcomes were comparable to manual. Robotic CAS was associated with a significantly increased fluoroscopy time (29.0 vs 19.2 minutes; p < 0.001). Robotic procedure time (88.9 ± 18.2 minutes) was significantly (p = 0.003) longer than manual time (68.72 ± 22.4 minutes). Health personnel costs ($1589.71 ± $176.92 vs $1375.99 ± $233.39, p = 0.005); supply costs ($3918.25 ± $421.20 vs $2152.74 ± $1030.26, p < 0.001); and total procedure costs ($5306.11 ± $608.95 vs $3437.56 ± $1165.67, p < 0.001) were greater for robotic CAS. CONCLUSIONS In the first multicenter study and largest sample to date, the authors show that robotic CAS, with a low rate of procedural failure and postoperative complications, is safe and feasible. In addition, robotic CAS achieves comparable clinical outcomes to manual CAS. Robotic CAS was associated with increased fluoroscopy time, but fluoroscopy time decreased as operators gained familiarity with the CorPath GRX system. Robotic CAS was associated with a greater procedural cost, which was driven by greater personnel and supply costs. Robotic CAS failed to show superiority to manual CAS. These findings set a foundation for randomized controlled trials of robotic CAS, and also highlight the need for further studies to optimize robotic CAS and reduce its associated costs.
Defining ideal middle cerebral artery bifurcation aneurysm size for Woven EndoBridge embolization

Journal of Neurosurgery | October 12, 2024 | Volume: No volume available | Issue: No issue available | Pages: 1-11

10.3171/2024.5.jns232204 | PMID 39393093

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.
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

Interventional Neuroradiology | August 10, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/15910199241267320 | PMID 39127463

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 A total of 356 patients were included: 124 (34.8%) were male, 108 (30.3%) were elderly (≥65 years), and 118 (33.1%) were current smokers. Mean maximum aneurysm diameter was 7.09 mm (SD 2.71), with 112 (31.5%) having a daughter sac. In the multivariate regression, increasing aneurysm neck size (OR 0.706 [95% CI: 0.535–0.929], p = 0.13) and partial aneurysm thrombosis (OR 0.135 [95% CI: 0.024–0.681], p = 0.016) were found to be the only statistically significant variables associated with poorer likelihood of achieving occlusion. The predictive calculator shows a c-statistic of 0.744. Hosmer–Lemeshow goodness-of-fit test indicated a satisfactory model fit with a p-value of 0.431. The calculator is available at: https://neurodx.shinyapps.io/WEBDEVICE/ . Conclusion The predictive calculator offers a substantial contribution to the clinical toolkit for estimating the likelihood of adequate intracranial aneurysm occlusion by WEB device embolization.