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211 citation(s) found for "Williamson, R".

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

Mayo Clinic

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

10.1227/neu.0000000000002992 | PMID 39293795 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.
Abstract 9419: Clinical Impact of Incidental Findings Detected on Computed Tomography in Patients Evaluated for Transcatheter Aortic Valve Replacement
Orme, Nicholas M., Wright, Thomas , Harmon, Gil E., Williamson, Eric E. , Sorajja, Paul , Foley, Thomas A. , Greason, Kevin L. , Suri, Rakesh M. , Rihal, Charanjit S. , Young, Phillip M. , Wright, Thomas C, Nkomo, Vuyisile T. , Sorajja, Paul , Rihal, Charanjit S.

Mayo Clinic

Circulation | April 23, 2024 | Volume: 128 | Issue: suppl_22 | Pages: No page available

10.1161/circ.128.suppl_22.a9419 Get It

Background: Patients with severe aortic stenosis being considered for transcatheter aortic valve replacement (TAVR) undergo aortoiliac computed tomographic angiography (CTA) of the chest/abdomen/pelvis. Despite the increasing number of TAVR procedures worldwide, little is known regarding the clinical significance of non-cardiovascular incidental findings (IFs) on TAVR-CTA scans. Objective: To determine the frequency, clinical significance and impact on survival of non-cardiovascular IFs detected on TAVR-CTA scans. Methods: CTA studies for 424 consecutive patients being evaluated for TAVR were reviewed for non-cardiovascular IFs (62% male, median age 82±8.3 years). The electronic medical record was reviewed to assess for subsequent clinical management and survival. Results: An IF was present in nearly all patients (99%). The mean number of IFs per patient was 5.3 (±2.8; range 0-14). After excluding obviously benign IFs, 67% had at least one potentially pathologic IF (mean 1.1±1.0). Factors associated with higher numbers of IFs were age (p<0.0001) and use of IV contrast (p=0.03). IFs prompted clinical work-up in 39 patients (9.2%) and delayed or cancelled procedures in 7 patients (1.7%). The number needed to image to diagnose a new malignancy or medical condition was 19. The number of IFs was predictive of poor overall survival before (HR 1.09; 95% CI (1.02 to 1.70), p=0.02) and after adjustment for baseline clinical variables (HR 1.07; (1.0 to 1.15); p=0.04). Conclusions: This investigation demonstrates that IFs are present in nearly all TAVR-CTA scans, commonly require further clinical evaluation, and are associated with poorer survival. TAVR institutions should have mechanisms in place to ensure communication and follow-up of IFs.
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

Mayo Clinic

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

10.1227/neu.0000000000002900 | PMID 38483158 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.
Factors Affecting Selection of TraineE for Neurointervention (FASTEN)
Elfil, Mohamed , Ghozy, Sherief , Elmashad, Ahmed , Al‐Bayati, Alhamza R , Alaraj, Ali , Brook, Allan , Kam, Anthony W. , Waldau, Ben , Altschul, David , Parrella, David Turkel, Tóth, Gábor , Jindal, Gaurav , Shaikh, Hamza , Dolia, Jaydevsinh , Thomas, Justin, Kim, Louis J. , Harrigan, Mark R. , Kole, Max , Mokin, Max, Janjua, Nazli , Zaidat, Osama O. , Youssef, Patrick , Khandelwal, Priyank , Wang, Qingliang Tony, Szeder, Viktor , Tanweer, Omar , Jankowitz, Brian T. , Heit, Jeremy J. , Williamson, Richard , Kass‐Hout, Tareq , Crowley, R. Webster , El‐Ghanem, Mohammad , Kam, Anthony , Ghozy, Sherief , Siddiqui, Adnan H , Al-Bayati, Alhamza , Alaraj, Ali , Kam, Anthony W , Matouk, Charles , Schirmer, Clemens M , Altschul, David J , Shaikh, Hamza A , Amuluru, Krishna , Grandhi, Ramesh , Hanel, Ricardo A , Ortega-Gutierrez, Santiago , Nguyen, Thanh N , Szeder, Viktor , Heit, Jeremy J , Al-Mufti, Fawaz , Elfil, Mohamed , Dolia, Jaidevsinh , Morsi, Rami Z. , Siddiqui, Adnan H. , Chatterjee, Arindam R , Patsalides, Athos T , Prestigiacomo, Charles Joseph , Matouk, Charles , Schirmer, Clemens M. , Fifi, Johanna T , Fraser, Justin F , Kim, Louis J. , Amans, Matthew R. , Abraham, Michael G. , Jumaa, Mouhammad , Grandhi, Ramesh , Hanel, Ricardó A. , Kellogg, Ryan Thomson , Sheth, Sunil A , Nguyen, Thanh N. , Hu, Yin , Yoo, Albert J. , Al‐Mufti, Fawaz

Mayo Clinic

Interventional Neuroradiology | February 23, 2024 | Volume: 32 | Issue: 4 | Pages: 1253-1260

10.1177/15910199241232726 | PMID 38389309 Get It

Background and importance Neurointervention is a very competitive specialty in the United States due to the limited number of training spots and the larger pool of applicants. The training standards are continuously updated to ensure solid training experiences. Factors affecting candidate(s) selection have not been fully established yet. Our study aims to investigate the factors influencing the selection process. Methods A 52-question survey was distributed to 93 program directors (PDs). The survey consisted of six categories: (a) Program characteristics, (b) Candidate demographics, (c) Educational credentials, (d) Personal traits, (e) Research and extracurricular activities, and (f) Overall final set of characteristics. The response rate was 59.1%. As per the programs’ characteristics, neurosurgery was the most involved specialty in running the training programs (69%). Regarding demographics, the need for visa sponsorship held the greatest prominence with a mean score of 5.9 [standard deviation (SD) 2.9]. For the educational credentials, being a graduate from a neurosurgical residency and the institution where the candidate's residency training is/was scored the highest [5.4 (SD = 2.9), 5.4 (SD = 2.5), respectively]. Regarding the personal traits, assessment by faculty members achieved the highest score [8.9 (SD = 1)]. In terms of research/extracurricular activities, fluency in English had the highest score [7.2 (SD = 1.9)] followed by peer-reviewed/PubMed-indexed publications [6.4 (SD = 2.2)]. Conclusion Our survey investigated the factors influencing the final decision when choosing the future neurointerventional trainee, including demographic, educational, research, and extracurricular activities, which might serve as valuable guidance for both applicants and programs to refine the selection process.
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

Mayo Clinic

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

Mayo Clinic

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

Mayo Clinic

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

Mayo Clinic

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

Mayo Clinic

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

Mayo Clinic

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.