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Dumont, Travis M.

Mayo Clinic

University of Arizona

Citations 21

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

European Stroke Journal | August 28, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/23969873251364973 Get It

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.
Endovascular Thrombectomy With and Without Preceding Thrombolysis in Posterior Circulation Stroke—Insights From STAR
Heide, Ev‐Christin , Brinjikji, Waleed , Chowdhry, Shakeel , Dumont, Travis M., Ernst, Marielle , Ezzeldin, Mohamad , Kan, Peter, Kim, Joon‐Tae , Moss, Mark, Polifka, Adam , Psychogios, Marios‐Nikos , Rai, Ansaar , Starke, Robert M. , Tanweer, Omar , Williamson, Richard A., Spiotta, Alejandro M , Maier, Ilko , Investigators, STAR, Kasab, Sami Al , Alawieh, Ali , Arthur, Adam Stephen , Crosa, Roberto , Cuellar, Hugo , Leacy, Reade De , Fragata, Isabel , Howard, Brian M , Jabbour, Pascal , Levitt, Michael R. , Mascitelli, Justin R , Matouk, Charles , Navía, Pedro , Osbun, Joshua W , Park, Min S. , Romano, Daniele G., Shaban, Amir , Williamson, Richard, Wolfe, Stacey Q , Yoshimura, Shinichi , Investigators, STAR

Stroke: Vascular and Interventional Neurology | July 16, 2024 | Volume: 4 | Issue: 5 | Pages: No page available

10.1161/svin.124.001334 Get It

Background Multiple randomized trials could not establish the noninferiority of endovascular thrombectomy (EVT) alone without preceding intravenous thrombolysis (IVT) or superiority of IVT followed by EVT in anterior circulation large‐vessel occlusion stroke. The role of prior IVT in posterior circulation large‐vessel occlusion remains controversial. Methods In this multicenter, retrospective study, patients with stroke with large‐vessel occlusion in the posterior circulation who received EVT alone or with IVT were selected from the stroke thrombectomy and aneurysm registry between 2013 and 2022. Effects of IVT followed by thrombectomy on favorable functional outcome (defined as modified Rankin scale≤3 at 90 days) and safety were investigated using multivariable logistic and linear regression models. Results Of the 588 included patients, 67% (n = 394) were treated with EVT alone and 29% (n = 170) with EVT after IVT, and 4% (n = 24) have missing values on this variable. Controlling for multiple confounding factors, IVT was not associated with a higher likelihood of favorable functional outcome at 90 days (odds ratio, 1.04 [95% CI, 0.52–2.09; P = 0.901). Thrombectomy alone did not show any safety advantages compared with those receiving IVT. Conclusion Similar functional outcomes and complication rates were seen in patients with posterior circulation large‐vessel occlusion treated with EVT alone versus EVT after IVT. Further prospective studies are required to determine the utility of IVT in posterior circulation stroke, especially in patients being directly admitted to thrombectomy centers.
Outcomes of Mechanical Thrombectomy for Patients With Stroke Presenting With Low Alberta Stroke Program Early Computed Tomography Score in Early and Late Time Windows
Elawady, Sameh Samir , Uchida, Kazutaka , Maier, Ilko , Jabbour, Pascal , Kim, Joon‐Tae , Wolfe, Stacey Q , Rai, Ansaar , Starke, Robert M. , Psychogios, Marios‐Nikos , Grossberg, Jonathan A , Tanweer, Omar , Polifka, Adam , Crosa, Roberto , Park, Min S. , Brinjikji, Waleed , Moss, Mark, Dumont, Travis M., Williamson, Richard , Navía, Pedro , Kan, Peter , Chowdhry, Shakeel , Ezzeldin, Mohamad , Spiotta, Alejandro M , Crosa, Roberto , Wolfe, Stacey Quintero , Navia, Pedro , Cunningham, Conor M. , Matsukawa, Hidetoshi , Lin, Steven , Jabbour, Pascal , Samaniego, Edgar A , Arthur, Adam Stephen , Yoshimura, Shinichi , Cuellar, Hugo, Alawieh, Ali , Romano, Daniele G., Mascitelli, Justin R , Fragata, Isabel , Osbun, Joshua W , Matouk, Charles , Levitt, Michael R. , Leacy, Reade De , Kasab, Sami Al

Neurosurgery | May 17, 2024 | Volume: 95 | Issue: 4 | Pages: 877-885

10.1227/neu.0000000000002992 Get It

BACKGROUND AND OBJECTIVES: This study aimed to compare outcomes of low Alberta Stroke Program Early Computed Tomography Score (ASPECTS) patients with stroke who underwent mechanical thrombectomy (MT) within 6 hours or 6 to 24 hours after stroke onset. METHODS: A retrospective cohort study was conducted using data from a large multicenter international registry from 2013 to 2023. Patients with low ASPECTS (2-5) who underwent MT for anterior circulation intracranial large vessel occlusion were included. A propensity matching analysis was conducted for patients presented in the early (<6 hours) vs late (6-24 hours) time window after symptom onset or last known normal. RESULTS: Among the 10 229 patients who underwent MT, 274 met the inclusion criteria. 122 (44.5%) patients were treated in the late window. Early window patients were older (median age, 74 years [IQR, 63-80] vs 66.5 years [IQR, 54-77]; P < .001), had lower proportion of female patients (40.1% vs 54.1%; P = .029), higher median admission National Institutes of Health Stroke Scale score (20 [IQR, 16-24] vs 19 [IQR, 14-22]; P = .004), and a higher prevalence of atrial fibrillation (46.1% vs 27.3; P = .002). Propensity matching yielded a well-matched cohort of 84 patients in each group. Comparing the matched cohorts showed there was no significant difference in acceptable outcomes at 90 days between the 2 groups (odds ratio = 0.90 [95% CI = 0.47-1.71]; P = .70). However, the rate of symptomatic ICH was significantly higher in the early window group compared with the late window group (odds ratio = 2.44 [95% CI = 1.06-6.02]; P = .04). CONCLUSION: Among patients with anterior circulation large vessel occlusion and low ASPECTS, MT seems to provide a similar benefit to functional outcome for patients presenting <6 hours or 6 to 24 hours after onset.
Impact of Procedure Time on First Pass Effect in Mechanical Thrombectomy for Anterior Circulation Acute Ischemic Stroke
Koo, Andrew B. , Renedo, Daniela , Maier, Ilko , Kasab, Sami Al , Jabbour, Pascal , Kim, Joon‐Tae , Wolfe, Stacey Q , Rai, Ansaar , Starke, Robert M. , Psychogios, Marios‐Nikos , Grossberg, Jonathan A , Tanweer, Omar , Polifka, Adam , Levitt, Michael R. , Brinjikji, Waleed , Moss, Mark, Dumont, Travis M., Williamson, Richard A., Navía, Pedro , Kan, Peter , Spiotta, Alejandro M , Levitt, Michael R , Wolfe, Stacey Quintero , Navia, Pedro , Koo, Andrew B , Reeves, Benjamin C. , Jabbour, Pascal , Shaban, Amir , Arthur, Adam Stephen , Yoshimura, Shinichi , Cuellar, Hugo, Alawieh, Ali , Romano, Daniele G., Mascitelli, Justin R , Fragata, Isabel , Osbun, Joshua W , Crosa, Roberto , Park, Min S. , Williamson, Richard, Sheth, Kevin N. , Havenon, Adam de , Matouk, Charles

Neurosurgery | March 14, 2024 | Volume: 95 | Issue: 1 | Pages: 128-136

10.1227/neu.0000000000002900 Get It

BACKGROUND AND OBJECTIVES: First pass effect (FPE) is a metric increasingly used to determine the success of mechanical thrombectomy (MT) procedures. However, few studies have investigated whether the duration of the procedure can modify the clinical benefit of FPE. We sought to determine whether FPE after MT for anterior circulation large vessel occlusion acute ischemic stroke is modified by procedural time (PT). METHODS: A multicenter, international data set was retrospectively analyzed for anterior circulation large vessel occlusion acute ischemic stroke treated by MT who achieved excellent reperfusion (thrombolysis in cerebral infarction 2c/3). The primary outcome was good functional outcome defined by 90-day modified Rankin scale scores of 0–2. The primary study exposure was first pass success (FPS, 1 pass vs ≥2 passes) and the secondary exposure was PT. We fit-adjusted logistic regression models and used marginal effects to assess the interaction between PT (≤30 vs >30 minutes) and FPS, adjusting for potential confounders including time from stroke presentation. RESULTS: A total of 1310 patients had excellent reperfusion. These patients were divided into 2 cohorts based on PT: ≤30 minutes (777 patients, 59.3%) and >30 minutes (533 patients, 40.7%). Good functional outcome was observed in 658 patients (50.2%). The interaction term between FPS and PT was significant ( P = .018). Individuals with FPS in ≤30 minutes had 11.5% higher adjusted predicted probability of good outcome compared with those who required ≥2 passes (58.2% vs 46.7%, P = .001). However, there was no significant difference in the adjusted predicted probability of good outcome in individuals with PT >30 minutes. This relationship appeared identical in models with PT treated as a continuous variable. CONCLUSION: FPE is modified by PT, with the added clinical benefit lost in longer procedures greater than 30 minutes. A comprehensive metric for MT procedures, namely, FPE 30 , may better represent the ideal of fast, complete reperfusion with a single pass of a thrombectomy device.
Abstract WP215: Number of Passes Matter in Acute Ischemic Stroke Patients Who Underwent Failed Mechanical Thrombectomy
Uchida, Kazutaka , Maier, Ilko , Kasab, Sami Al , Kim, Joon‐Tae , Quintero, Stacey C, Rai, Ansaar , Starke, Robert M. , Psychogios, Marios, Tanweer, Omar , Polifka, Adam , Park, Min S. , Levitt, Michael , Brinjikji, Waleed , Moss, Mark, Dumont, Travis M., Williamson, Richard A., Kan, Peter , Chowdhry, Shakeel , Ezzeldin, Mohamad , Spiotta, Alejandro M , Elawady, Sameh Samir , Cunningham, Conor M. , Matsukawa, Hidetoshi , Sowlat, Mohammad‐Mahdi , Zandpazandi, Sara , Orscelik, Atakan , Jabbour, Pascal , Psychogios, Marios‐Nikos , Shaban, Amir , Arthur, Adam Stephen , Yoshimura, Shinichi , Cuellar, Hugo , Howard, Brian M , Alawieh, Ali , Romano, Daniele G., Mascitelli, Justin R , Fragata, Isabel , Osbun, Joshua W , Crosa, Roberto , Matouk, Charles , Levitt, Michael, Williamson, Richard, Navía, Pedro , Leacy, Reade De

Stroke | February 1, 2024 | Volume: 55 | Issue: Suppl_1 | Pages: No page available

10.1161/str.55.suppl_1.wp215 Get It

Introduction: Acute ischemic stroke (AIS) patients often require multiple passes during mechanical thrombectomy (MT) to open the vessel. Yet, at times, even numerous passes are unsuccessful. This study aims to investigate the impact of the number of passes on the outcomes of patients who underwent failed MT. Methods: We used Data from the Stroke Thrombectomy and Aneurysm Registry (STAR) from 2013 to August 2023. Patients who underwent MT for ICA, M1, or M2 with unsuccessful recanalization (modified Thrombolysis in Cerebral Infarction ≤ 2a) were included. Primary outcome was 90- day modified Rankin Scale (mRS) 0-2. Secondary outcomes included any intracranial hemorrhage (ICH) and symptomatic ICH (sICH). Outcomes were compared among patients who received ≤ 2, 3, 4, and ≥ 5 MT passes. Results: 736 patients met inclusion criteria. 90-day mRS 0-2 was found to decrease with number of passes (Figure 1). Multivariate logistic regression analysis revealed that 3 passes (OR: 0.48, 95% CI: 0.23 -0.96, P-value: 0.04), 4 passes (OR: 0.46, 95% CI: 0.19 -1.03, P-value: 0.07), and ≥ 5 passes (OR: 0.22, 95% CI: 0.08 -0.50, P-value: <0.001) were associated with lower odds of mRS 0-2 compared to ≤ 2 passes. However, there were no significant differences between groups in ICH, sICH, or 90-day mortality. Conclusion: The number of passes affects functional outcomes among stroke patients who underwent failed MT.
Abstract WP205: Development and Validation of a Prediction Model for Outcome in Mechanical Thrombectomy for Large-Vessel Occlusion Anterior Circulation Stroke With Low ASPECTS
Uchida, Kazutaka , Maier, Ilko , Kasab, Sami Al , Jabbour, Pascal , Kim, Joon‐Tae , Quintero, Stacey C, Rai, Ansaar , Starke, Robert M. , Psychogios, Marios, Grossberg, Jonathan A , Tanweer, Omar , Polifka, Adam , Matouk, Charles, Park, Min S. , Brinjikji, Waleed , Moss, Mark, Dumont, Travis M., Williamson, Richard , Kan, Peter , Chowdhry, Shakeel , Ezzeldin, Mohamad , Spiotta, Alejandro M , Matsukawa, Hidetoshi , Elawady, Sameh Samir , Cunningham, Conor M. , Sowlat, Mohammad‐Mahdi , Jabbour, Pascal , Psychogios, Marios‐Nikos , Shaban, Amir , Arthur, Adam Stephen , Cuellar, Hugo , Alawieh, Ali , Romano, Daniele G., Mascitelli, Justin R , Fragata, Isabel , Osbun, Joshua W , Crosa, Roberto , Levitt, Michael R. , Navía, Pedro , Leacy, Reade De , Yoshimura, Shinichi

Stroke | February 1, 2024 | Volume: 55 | Issue: Suppl_1 | Pages: No page available

10.1161/str.55.suppl_1.wp205 Get It

Introduction: Recent randomized control trials suggested that mechanical thrombectomy (MT) was associated with good functional outcomes after acute ischemic stroke (AIS) due to large vessel occlusion (LVO) in patients presenting with low Alberta Stroke Program Early CT Score (ASPECTS) (defined as ASPECTS 2-5). The aim of this study is to develop and validate a stroke prediction tool for outcome in MT for AIS patients with low ASPECTS using data from an ongoing international multicenter registry, the Stroke Thrombectomy and Aneurysm Registry (STAR). Methods: 236 AIS patients with low ASPECTS caused by LVO who undertook MT between January 2010 and December 2022 were retrospectively investigated. Univariate and multivariate logistic regression results were used to screen model predictors and construct nomograms of 90-day modified Rankin Scale scores (mRS) 0-3. The performance of the model was detected by using receiver operating characteristic analysis. The bootstrap resampling method was considered internal validation of the model. Results: Age (< 70 years), premorbid status (mRS 0), National Institutes of Health Stroke Scale (NIHSS) (< 20), and recanalization status after the MT (modified Thrombolysis in Cerebral Ischemia [mTICU] ≥2b) were related to 90-day mRS 0-3. Predictive score was calculated by adding 1 point for age (< 70 years), premorbid status (mRS 0), and NIHSS < 20 and 3 points for a mTICI ≥2b (ranging 0-6). 90-day mRS 0-3 was observed in 0% of patients with a score of 0 or 1, 6.3% with a score of 2, 17.7% with a score of 3, 22.2% with a score of 4, 45.7% with a score of 5, and 73.7% with a score of 6. The score showed relatively high performance in predicting 90-day mRS0-3 (area under the curve: 0.79 [95% CI 0.73-0.79] and 0.78 [95% CI 0.78-0.78] for derivation and validation cohorts, respectively). Conclusions: This study indicates the STAR score can be calculated with baseline and periprocedural characteristics to predict the 90-day outcome after MT in AIS patients with low ASPECTS.
Abstract WP192: Impact of Second Line Thrombectomy Technique Following Failed First Pass Thrombectomy for Anterior Circulation Stroke: To Switch or Not to Switch?
Uchida, Kazutaka , Kasab, Sami Al , Maier, Ilko , Kim, Joon‐Tae , Rai, Ansaar , Starke, Robert M. , Psychogios, Marios‐Nikos , Tanweer, Omar , Polifka, Adam , Park, Min S. , Brinjikji, Waleed , Moss, Mark, Dumont, Travis M., Williamson, Richard , Kan, Peter , Chowdhry, Shakeel , Ezzeldin, Mohamad , Spiotta, Alejandro M , Matsukawa, Hidetoshi , Alawieh, Ali , Matouk, Charles , Sowlat, Mohammad‐Mahdi , Elawady, Sameh Samir , Jabbour, Pascal , Wolfe, Stacey Q , Samaniego, Edgar A , Arthur, Adam Stephen , Cuellar, Hugo , Howard, Brian M , Romano, Daniele G., Mascitelli, Justin R , Fragata, Isabel , Osbun, Joshua W , Crosa, Roberto , Levitt, Michael R. , Navía, Pedro , Leacy, Reade De , Yoshimura, Shinichi

Stroke | February 1, 2024 | Volume: 55 | Issue: Suppl_1 | Pages: No page available

10.1161/str.55.suppl_1.wp192 Get It

Introduction: Despite comparable outcomes for different frontline techniques in mechanical thrombectomy (MT) for acute ischemic stroke (AIS), there are sparse data regarding if and when to switch techniques if the first pass is unsuccessful. We aimed to investigate the impact of converting from one MT technique to another on the second MT attempt for AIS among patients with large vessel occlusion (LVO). Methods: This was a retrospective observational study using data from the large multicenter international Stroke Thrombectomy and Aneurysm Registry (STAR). Data from 29 stroke centers for 10,229 AIS patients treated with MT for LVO between January 2010 and December 2022 was investigated. The primary outcome measure was successful recanalization defined as modified Thrombolysis in Cerebral Ischemia (mTICI) score of 2b or higher. 90-day modified Rankin score (mRS) 0-2, mortality and symptomatic hemorrhage were used as secondary outcomes. Clinical and technical outcomes after the second MT attempt were compared between those with or without technique conversion. Results: Among 10,229 AIS patients, 1,797 AIS patients with LVO failed first pass recanalization and were included in this retrospective analysis. 927 patients were female (52%) and median (interquartile range) age was 72 (61-81) years. Converting to alternative techniques following a first failed attempt was more likely to be associated with successful recanalization at the second attempt (adjusted odds ratio 2.30, 95% CI: 1.37-3.86, P = 0.002) and 90-day good clinical outcome (adjusted odds ratio 2.10, 95% CI: 1.15-3.85, P = 0.02) after multivariate adjustment. Conclusions: This study demonstrates better clinical and technical outcomes with conversion of MT technique for the second attempt in AIS patients with LVO who failed first pass recanalization.
Abstract WP184: Intravenous Thrombolysis Improves Outcomes in Stroke Patients With Unsuccessful Mechanical Thrombectomy
Maier, Ilko , Kasab, Sami Al , Jabbour, Pascal , Kim, Joon‐Tae , Quintero, Stacey C, Rai, Ansaar , Starke, Robert M. , Psychogios, Marios, Tanweer, Omar , Polifka, Adam , Park, Min S. , Levitt, Michael , Brinjikji, Waleed , Moss, Mark, Dumont, Travis M., Williamson, Richard A., Kan, Peter , Chowdhry, Shakeel , Ezzeldin, Mohamad , Spiotta, Alejandro M , Elawady, Sameh Samir , Nawabi, Noah L. A. , Matsukawa, Hidetoshi , Cunningham, Conor M. , Sowlat, Mohammad‐Mahdi , Orscelik, Atakan , Zandpazandi, Sara , Jabbour, Pascal , Psychogios, Marios‐Nikos , Samaniego, Edgar A , Arthur, Adam Stephen , Yoshimura, Shinichi , Cuellar, Hugo , Howard, Brian M , Alawieh, Ali , Romano, Daniele G., Mascitelli, Justin R , Fragata, Isabel , Osbun, Joshua W , Crosa, Roberto , Matouk, Charles , Levitt, Michael, Williamson, Richard, Navía, Pedro , Leacy, Reade De

Stroke | February 1, 2024 | Volume: 55 | Issue: Suppl_1 | Pages: No page available

10.1161/str.55.suppl_1.wp184 Get It

Introduction: The benefits of intravenous thrombolysis (IVT) in acute ischemic stroke (AIS) patients with unsuccessful mechanical thrombectomy (MT) are not well established. Methods: This study included patients from the Stroke Thrombectomy and Aneurysm Registry (STAR) who underwent MT for ICA, M1, or M2 occlusions with unsuccessful MT (mTICI score ≤ 2a). Patients who received IVT prior to MT were compared to those who received MT alone. Propensity score (PS) matching was performed using age, sex, premorbid modified Rankin Scale (mRS), admission National Institute of Health Stroke Scale (NIHSS), occluded vessel, ASPECTS score, mTICI score, and symptom onset to groin puncture time. The primary outcome was favorable 90-day outcomes (mRS 0-2). Results: Of 610 patients with unsuccessful MT, 219 were matched in each group. Median ages were 70 [IQR: 61 - 80] and 73 [IQR: 62 - 81] in the IVT + MT and MT alone groups, respectively. In the IVT + MT group. Final TICI scores of 0, 1, and 2a were achieved in 92 (42.0%), 33 (15.1%), and 94 (42.9%) patients, respectively, compared to 76 (34.7%), 29 (13.2%), and 114 (52.1%) in the MT alone group. The IVT + MT group showed a significantly. higher 90-day mRS of 0-2 (aOR: 2.54, 95% CI: 1.53-4.32) and mRS of 0-3 (aOR: 2.05, 95% CI: 1.36-3.12). There were no significant differences between the groups in intracranial hemorrhage (ICH), symptomatic ICH, or 90-day mortality rates. Conclusions: IVT is associated with improved functional outcomes in patients with unsuccessful MT. Ensuring that IVT is provided to all eligible stroke patients should remain a priority.
Abstract WP180: Novel Machine Learning Model for Prediction of Futile Recanalization in Acute Ischemic Stroke Patients With Anterior Circulation Large Vessel Occlusion
Uchida, Kazutaka , Maier, Ilko , Kasab, Sami Al , Jabbour, Pascal , Kim, Joon‐Tae , Quintero, Stacey C, Rai, Ansaar , Starke, Robert M. , Psychogios, Marios, Tanweer, Omar , Polifka, Adam , Park, Min S. , Brinjikji, Waleed , Moss, Mark, Dumont, Travis M., Williamson, Richard , Kan, Peter , Chowdhry, Shakeel , Ezzeldin, Mohamad , Spiotta, Alejandro M , Cunningham, Conor M. , Zohdy, Youssef M. , Elawady, Sameh Samir , Matsukawa, Hidetoshi , Sowlat, Mohammad‐Mahdi , Zandpazandi, Sara , Orscelik, Atakan , Jabbour, Pascal , Psychogios, Marios‐Nikos , Samaniego, Edgar A , Arthur, Adam Stephen , Yoshimura, Shinichi , Cuellar, Hugo , Howard, Brian M , Alawieh, Ali , Romano, Daniele G., Mascitelli, Justin R , Fragata, Isabel , Osbun, Joshua W , Crosa, Roberto , Matouk, Charles , Levitt, Michael R. , Navía, Pedro , Leacy, Reade De

Stroke | February 1, 2024 | Volume: 55 | Issue: Suppl_1 | Pages: No page available

10.1161/str.55.suppl_1.wp180 Get It

Introduction: Up to 50% of acute ischemic stroke (AIS) patients who undergo successful mechanical thrombectomy (MT) fail to achieve favorable outcomes (futile recanalization). In this study we aim to develop a machine learning (ML) model to predict futile recanalization (FR) in AIS patients who undergo MT. Methods: We used data from an ongoing large, multicenter database from 2013 to 2023. We included AIS patients treated with MT for ICA, M1, or M2 occlusion with successful recanalization (modified Thrombolysis in Cerebral Infarction [mTICI] score ≥ 2C) and procedure durations under 60 minutes. FR was defined as successful recanalization with 90-day modified Rankin Scale (mRS) 3-6. The dataset was divided into 75% for training and 25% for external validation. Using the Caret Package in R, multiple models were tested, and their performances were evaluated by the area under the curve (AUC) of receiver operating. Both baseline and pre-interventional characteristics were incorporated into the model. The selected model was then externally validated on a 25% validation dataset. Results: Among 2,546 qualified patients, FR occurred in 1,342 (52.7%). In univariate analysis, baseline characteristics were significantly different between FR and non-FR groups. The M5P model demonstrated the highest performance (AUC: 0.833; 95% CI: 0.7989-0.852; PPV: 0.8101) in comparison to other tested models such as logistic regression (AUC: 0.74), RF (AUC: 0.78), J48 (AUC: 0.78), SVM (AUC: 0.79), and GB (AUC: 0.79). The external validation of the model showed satisfactory results (AUC: 75.25; 95% CI: 70-80; PPV: 76.87). Conclusion: Utilizing clinical, pre-procedural, and imaging parameters, the M5P model can efficiently predict F) in AIS patients before attempting MT. This tool can assist neurointerventionalists in adequately choosing their MT candidates.
Abstract TP219: Outcomes and Differences by Occluded Vessel in the Endovascular Treatment for Acute Ischemic Stroke Patients With Medium Vessel Occlusion
Uchida, Kazutaka , Maier, Ilko , Kasab, Sami Al , Jabbour, Pascal , Kim, Joon‐Tae , Rai, Ansaar , Starke, Robert M. , Psychogios, Marios, Grossberg, Jonathan A , Tanweer, Omar , Polifka, Adam , Matouk, Charles, Park, Min S. , Brinjikji, Waleed , Moss, Mark, Dumont, Travis M., Williamson, Richard A., Kan, Peter , Chowdhry, Shakeel , Ezzeldin, Mohamad , Spiotta, Alejandro M , Matsukawa, Hidetoshi , Cunningham, Conor M. , Sowlat, Mohammad‐Mahdi , Elawady, Sameh Samir , Jabbour, Pascal , Wolfe, Stacey Q , Psychogios, Marios‐Nikos , Shaban, Amir , Arthur, Adam Stephen , Cuellar, Hugo , Alawieh, Ali , Romano, Daniele G., Mascitelli, Justin R , Fragata, Isabel , Osbun, Joshua W , Crosa, Roberto , Levitt, Michael R. , Williamson, Richard, Navía, Pedro , Leacy, Reade De , Yoshimura, Shinichi

Stroke | February 1, 2024 | Volume: 55 | Issue: Suppl_1 | Pages: No page available

10.1161/str.55.suppl_1.tp219 Get It

Introduction: The outcomes of mechanical thrombectomy (MT) for patients with acute ischemic stroke (AIS) caused by medium vessel occlusions (MeVOs) in different vessels remains unknown. The aim of this study is to investigate MT outcomes in AIS patients with isolated MeVOs in different occluded vessel segments using the data from an ongoing international multicenter registry, the Stroke Thrombectomy and Aneurysm Registry (STAR). The aim of this study is to investigate MT outcomes in AIS patients with isolated MeVOs in different occluded vessel segments using the data from an ongoing international multicenter registry, the Stroke Thrombectomy and Aneurysm Registry (STAR). Methods: 110 AIS patients with MeVO who undertook MT between January 2010 and December 2022 were retrospectively investigated. MeVO was defined as isolated occlusion of the A2 or A3 (A23O) segment of the anterior cerebral artery, M3 segment of the middle cerebral artery (M3O), and P2 or P3 segment of the posterior cerebral artery (P23O). The primary outcome measure was a 90-day modified Rankin score (mRS) 0-2. The 90-day mRS 0-1, any intracranial hemorrhage, symptomatic intracranial hemorrhage, and 90-day mortality were used as secondary outcomes. Outcomes were compared between A23O, M3O, and P23O. Results: Median (interquartile range) age was 68.3 (58.4-76.0) years and 49 patients were female (46.7%). MeVO included 17 A23O (15.5%), 60 M3O (54.5%), and 33 P23O (30.0%).Compared to patients with A23O (17.7%), those with M3O (56.7%) and P23O (45.5%) had a higher proportion of 90-day mRS 0-2 (M3O, adjusted odds ratio 10.3, 95% confidence interval 1.71-62.2, p = 0.01; P23O adjusted odds ratio 8.86, 95% confidence interval 1.32-59.3, p =0.02). Other outcomes showed no significant differences. Conclusions: This study indicates A2O might be related to poorer outcomes compared to M3O and P23 in MT treatment for AIS patients due to isolated MeVO. Efforts should be aimed at improving outcomes following A23O to match those at other MeVO locations.