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Kaveeta C, Alhabli I, Bala F, Horn M, Benali F, Coutts SB, Zafar A, Bereznyakova O, Khaw A, Khosravani H, Hunter G, Tkach A, Dowlatshahi D, Catanese L, Bogiatzi C, Appireddy R, Buck BH, Swartz RH, Sajobi TT, Almekhlafi M, Demchuk AM, Ganesh A, Menon B, Singh N. The treatment effect across ASPECTS in acute ischemic stroke: Analysis from the AcT trial. Int J Stroke 2025; 20:64-74. [PMID: 39086232 PMCID: PMC11669262 DOI: 10.1177/17474930241273561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 07/19/2024] [Indexed: 08/02/2024]
Abstract
BACKGROUND Early ischemic changes on baseline imaging are commonly evaluated for acute stroke decision-making and prognostication. AIMS We assess the association of early ischemic changes on clinical outcomes and whether it differs between intravenous tenecteplase and Alteplase. METHODS Data are from the phase 3, Alteplase compared to Tenecteplase (AcT) trial. Subjects with anterior circulation stroke were included. Early ischemic changes were assessed using the Alberta Stroke Program Early CT score (ASPECTS). Efficacy outcomes included modified Rankin scale (mRS) 0-1, mRS 0-2, and ordinal mRS at 90 days. Safety outcomes included 24-h symptomatic intracerebral hemorrhage (sICH), any hemorrhage on follow-up scan, and 90-day mortality rate. Mixed-effects logistic regression was used to assess the association of ASPECTS (continuous and categorical (0-4 vs 5-7 vs 8-10)) with outcomes and if these associations were modified by thrombolytic type after adjusting for age, sex, and baseline stroke severity. RESULTS Of the 1577 patients in the trial, 901 patients (56.3%; median age 75 years (IQR 65-84), 50.8% females, median National Institute of Health Stroke Scale (NIHSS) 14 (IQR 17-19)) with anterior circulation stroke were included. mRS 0-1 at 90 days was achieved in 1/14 (0.3%), 43/160 (14.7%), and 252/726 (85.1%) in the ASPECTS 0-4, 5-7, and 8-10 groups respectively. Every one-point decrease in ASPECTS was associated with 2.7% and 1.9% decrease in chances of mRS 0-1 and mRS 0-2 at 90 days, respectively, and 1.9% chances of increase in mortality at 90 days. Subgroup analysis in endovascular thrombectomy (EVT)-treated population showed similar results. Thrombolytic type did not modify this association between ASPECTS and 90-day mRS 0-1 (P-interaction 0.75). There was no significant interaction by thrombolytic type with any other outcomes. CONCLUSION Similar to prior studies, we found that every one-point decrease in ASPECTS was associated with poorer clinical and safety outcomes. This effect did not differ between alteplase and tenecteplase. DATA ACCESS STATEMENT Data shall made available on reasonable request from the PI (BMM).
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Affiliation(s)
- Chitapa Kaveeta
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Division of Neurology, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Ibrahim Alhabli
- Department of Clinical Neurosciences and Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Fouzi Bala
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Diagnostic and Interventional Neuroradiology Department, University Hospital of Tours, Tours, France
| | - MacKenzie Horn
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Faysal Benali
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Shelagh B Coutts
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences and Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Atif Zafar
- Division of Vascular Neurology, Department of Medicine, University of Toronto and St. Michael's Hospital, Toronto, ON, Canada
| | - Olena Bereznyakova
- Department of Clinical Neurosciences, Université de Montréal, Montreal, QC, Canada
| | - Alexander Khaw
- London Health Sciences Centre and Western University, London, ON, Canada
| | - Houman Khosravani
- Hurvitz Brain Sciences Program, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Gary Hunter
- Division of Neurology, University of Saskatchewan, Saskatoon, SK, Canada
| | - Aleksander Tkach
- Department of Neuroscience, Kelowna General Hospital, Kelowna, BC, Canada
| | - Dar Dowlatshahi
- Department of Medicine, University of Ottawa and University of Ottawa Heart Institute, Ottawa, ON, Canada
| | - Luciana Catanese
- Hamilton Health Sciences and McMaster University, Hamilton, ON, Canada
| | - Chrysi Bogiatzi
- London Health Sciences Centre and Western University, London, ON, Canada
| | - Ramana Appireddy
- Division of Neurology, Department of Medicine, Queen's University, Kingston, ON, Canada
| | - Brian H Buck
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | - Richard H Swartz
- Hurvitz Brain Sciences Program, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Tolulope T Sajobi
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Mohammed Almekhlafi
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences and Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Andrew M Demchuk
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences and Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Aravind Ganesh
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Bijoy Menon
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences and Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
| | - Nishita Singh
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Section of Neurology, Department of Internal Medicine, Health Sciences Centre, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
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Teekaput C, Wantaneeyawong C, Jakrachai C, Nuttawut S, Nuttawut S, Bowornsomboonkun S, Teekaput K, Thiankhaw K. Utility of the ASPECT Score for Predicting Intracranial Hemorrhage Following Intravenous Thrombolysis in Patients with Suspected MCA Infarction: Insights from the Northern Thai Stroke Registry. J Multidiscip Healthc 2024; 17:5487-5499. [PMID: 39600718 PMCID: PMC11590667 DOI: 10.2147/jmdh.s495952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Accepted: 11/19/2024] [Indexed: 11/29/2024] Open
Abstract
Purpose The association between the Alberta Stroke Programme Early CT Score (ASPECTS) and intracranial hemorrhage (ICH) in acute ischemic stroke (AIS) patients undergoing thrombolysis remains unclear. This study aimed to determine the relationship between ASPECTS and thrombolysis-associated outcomes, focusing on symptomatic (sICH) and asymptomatic (aICH) ICH. Patients and methods AIS patients with middle cerebral artery (MCA) territory treated with thrombolysis were enrolled. Patients were categorized into favorable (8-10) and unfavorable (7 or less) ASPECTS. The primary outcomes were sICH and aICH. Secondary outcomes included ICH management, modified Rankin Scale (mRS), and mortality. Multivariable logistic regression analysis evaluated the risk of unfavorable ASPECTS and its association with study outcomes. Results We included 622 patients (mean age 66.1 ± 13.5 years; 50.5% male); 95 (15.3%) had unfavorable ASPECTS. Patients with unfavorable ASPECTS had higher sICH but not aICH (21.1% vs 4.9%, P < 0.001 and 16.9% vs 17.3%, P = 1.00). Unfavorable ASPECTS was associated with sICH (adjusted odds ratio 5.1; 95% confidence interval 2.7-9.7, P < 0.001). Factors associated with lower ASPECTS included age ≥ 65 years, body weight < 60 kg, atrial fibrillation, onset-to-needle time ≥ 120 minutes, and anemia. Patients with lower ASPECTS had higher mortality and unfavorable mRS (>2) at discharge, 14 days, and 90 days (74.7% vs 50.1%, P < 0.001 for 90-day mRS >2). Conclusion ASPECTS is a simple tool to predict thrombolysis-associated sICH but not aICH. Patients with unfavorable ASPECTS are at higher risk of complications and poor functional outcomes. Alternative treatments, such as mechanical thrombectomy, might be advisable for these patients.
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Affiliation(s)
- Chutithep Teekaput
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- The Northern Neuroscience Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Chayasak Wantaneeyawong
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- The Northern Neuroscience Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | | | - Sarocha Nuttawut
- Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Soraya Nuttawut
- Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | | | - Kanokkarn Teekaput
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Kitti Thiankhaw
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- The Northern Neuroscience Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
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3
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Bernardi MS, Rodriguez A, Caruso P, Furlanis G, Ridolfi M, Prandin G, Naccarato M, Laio A, Amati D, Manganotti P. Improving acute stroke assessment in non-enhanced computed tomography: automated tool for early ischemic lesion volume detection. Neurol Sci 2024; 45:3245-3253. [PMID: 38285327 DOI: 10.1007/s10072-024-07339-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 01/20/2024] [Indexed: 01/30/2024]
Abstract
BACKGROUND AND OBJECTIVES ASPECTs is a widely used marker to identify early stroke signs on non-enhanced computed tomography (NECT), yet it presents interindividual variability and it may be hard to use for non-experts. We introduce an algorithm capable of automatically estimating the NECT volumetric extension of early acute ischemic changes in the 3D space. We compared the power of this marker with ASPECTs evaluated by experienced practitioner in predicting the clinical outcome. METHODS We analyzed and processed neuroimaging data of 153 patients admitted with acute ischemic stroke. All patients underwent a NECT at admission and on follow-up. The developed algorithm identifies the early ischemic hypodense region based on an automatic comparison of the gray level in the images of the two hemispheres, assumed to be an approximate mirror image of each other in healthy patients. RESULTS In the two standard axial slices used to estimate the ASPECTs, the regions identified by the algorithm overlap significantly with those identified by experienced practitioners. However, in many patients, the regions identified automatically extend significantly to other slices. In these cases, the volume marker provides supplementary and independent information. Indeed, the clinical outcome of patients with volume marker = 0 can be distinguished with higher statistical confidence than the outcome of patients with ASPECTs = 10. CONCLUSION The volumetric extension and the location of acute ischemic region in the 3D-space, automatically identified by our algorithm, provide data that are mostly in agreement with the ASPECTs value estimated by expert practitioners, and in some cases complementary and independent.
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Affiliation(s)
- Mara Sabina Bernardi
- Molecular and Statistical Biophysics Group, International School for Advanced Studies (SISSA), Via Bonomea 265, 34136, Trieste, Italy
| | - Alex Rodriguez
- Molecular and Statistical Biophysics Group, International School for Advanced Studies (SISSA), Via Bonomea 265, 34136, Trieste, Italy
- Dipartimento di Matematica, Informatica e Geoscienze, Università degli studi di Trieste, via Valerio 12/1, 34127, Trieste, Italy
| | - Paola Caruso
- Clinical Unit of Neurology, Department of Medicine, Surgery and Health Sciences, University Hospital and Health Services of Trieste-ASUGI, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy
| | - Giovanni Furlanis
- Clinical Unit of Neurology, Department of Medicine, Surgery and Health Sciences, University Hospital and Health Services of Trieste-ASUGI, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy
| | - Mariana Ridolfi
- Clinical Unit of Neurology, Department of Medicine, Surgery and Health Sciences, University Hospital and Health Services of Trieste-ASUGI, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy
| | - Gabriele Prandin
- Clinical Unit of Neurology, Department of Medicine, Surgery and Health Sciences, University Hospital and Health Services of Trieste-ASUGI, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy.
| | - Marcello Naccarato
- Clinical Unit of Neurology, Department of Medicine, Surgery and Health Sciences, University Hospital and Health Services of Trieste-ASUGI, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy
| | - Alessandro Laio
- Molecular and Statistical Biophysics Group, International School for Advanced Studies (SISSA), Via Bonomea 265, 34136, Trieste, Italy
| | - Daniele Amati
- Molecular and Statistical Biophysics Group, International School for Advanced Studies (SISSA), Via Bonomea 265, 34136, Trieste, Italy
| | - Paolo Manganotti
- Clinical Unit of Neurology, Department of Medicine, Surgery and Health Sciences, University Hospital and Health Services of Trieste-ASUGI, University of Trieste, Strada di Fiume 447, 34149, Trieste, Italy
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Liang W, Kwan ATH, Ye H, Mofatteh M, Feng M, Wellington J, Fu P, Wei W, Sun Y, Huang J, Luo J, Chen Y, Yang S, Zhou S. Post-ASPECTS and Post-PC-ASPECTS Predict the Outcome of Anterior and Posterior Ischemic Stroke Following Thrombectomy. Risk Manag Healthc Policy 2023; 16:2757-2769. [PMID: 38130745 PMCID: PMC10733595 DOI: 10.2147/rmhp.s436661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 12/05/2023] [Indexed: 12/23/2023] Open
Abstract
PURPOSE In this study, we aimed to determine whether post-Alberta Stroke Project Early CT Changes Score (post-ASPECTS) in anterior stroke and post-(posterior circulation) PC-ASPECTS in posterior stroke on CT can predict post-endovascular thrombectomy (EVT) functional outcomes among patients with acute ischemic stroke (AIS) after EVT. PATIENTS AND METHODS A total of 247 consecutive patients aged 18 and over receiving EVT for LVO-related AIS were recruited into a prospective database. The data was retrospectively analyzed between March 2019 and February 2022 from two comprehensive tertiary care stroke centers: Foshan Sanshui District People's Hospital and First People's Hospital of Foshan in China. Patient parameters included EVT within 24 hr of symptom onset, premorbid modified Rankin scale (mRS) ≤2, presence of distal and terminal cerebral blood vessel occlusion, and subsequent 24-72-hr post-stroke onset CT scan. Univariate comparisons were performed using the Fisher's exact test or χ2 test for categorical variables and the Mann-Whitney U-test for continuous variables. Logistic regression analysis was performed to further analyze for adjusting for confounding factors. A p-value of ≤0.05 was statistically significant. RESULTS Overall, 236 individuals with 196 anterior circulation ischemic strokes and 40 posterior strokes of basilar artery occlusion were examined. Post-ASPECTS in anterior stroke and post-pc-ASPECTS as strong positive markers of favorable outcome at 90 days post-EVT; and lower rates of inpatient mortality/hospice discharge, 90-day mortality, and 90-day poor outcome were observed. Moreover, patients in the post-ASPECTS ≥ 7 cohort experienced shorter door-to-recanalization time (DRT), puncture-to-recanalization time (PRT), and last known normal-to-puncture time (LKNPT). CONCLUSION Post-ASPECTS ≥7 in anterior circulation AIS and post-pc-ASPECTS ≥7 in posterior circulation can serve as strong prognostic markers of functional outcome after EVT.
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Affiliation(s)
- Wenjun Liang
- Department of Neurology and Advanced National Stroke Center, Foshan Sanshui District People’s Hospital, Foshan, People’s Republic of China
| | - Angela T H Kwan
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Huifang Ye
- Department of Pharmacy, Foshan Sanshui District People’s Hospital, Foshan, People’s Republic of China
| | - Mohammad Mofatteh
- School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast, United Kingdom
| | - Mingzhu Feng
- Department of Neurology and Advanced National Stroke Center, Foshan Sanshui District People’s Hospital, Foshan, People’s Republic of China
| | - Jack Wellington
- School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Pingzhong Fu
- Department of Radiology, Foshan Sanshui District People’s Hospital, Foshan, Guangdong Province, People’s Republic of China
| | - Wenlong Wei
- Department of Neurology and Advanced National Stroke Center, Foshan Sanshui District People’s Hospital, Foshan, People’s Republic of China
| | - Yu Sun
- Department of Neurology and Advanced National Stroke Center, Foshan Sanshui District People’s Hospital, Foshan, People’s Republic of China
| | - Jianhui Huang
- Department of Surgery of Cerebrovascular Diseases, First People’s Hospital of Foshan, Foshan, Guangdong Province, People’s Republic of China
| | - Jie Luo
- Department of Surgery of Cerebrovascular Diseases, First People’s Hospital of Foshan, Foshan, Guangdong Province, People’s Republic of China
| | - Yimin Chen
- Department of Neurology and Advanced National Stroke Center, Foshan Sanshui District People’s Hospital, Foshan, People’s Republic of China
| | - Shuiquan Yang
- Department of Neurology and Advanced National Stroke Center, Foshan Sanshui District People’s Hospital, Foshan, People’s Republic of China
| | - Sijie Zhou
- Department of Surgery of Cerebrovascular Diseases, First People’s Hospital of Foshan, Foshan, Guangdong Province, People’s Republic of China
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Suzuki K, Liebeskind DS, Nishi Y, Kutsuna A, Katano T, Sakamoto Y, Saito T, Aoki J, Matsumoto N, Nishiyama Y, Kimura K. A differential detailed diffusion-weighted imaging-ASPECTS for cerebral infarct volume measurement and outcome prediction. Int J Stroke 2023; 18:1202-1208. [PMID: 37332178 DOI: 10.1177/17474930231185468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
BACKGROUND Diffusion-weighted imaging-Alberta Stroke Program Early Computed Tomography Score (DWI-ASPECTS) has been used to estimate infarct core volume in acute stroke. However, the same and indiscriminate score deduction for punctate or confluent DWI high-intensity lesion might lead to variation in performance. AIMS To develop and evaluate a differential detailed DWI-ASPECTS method in comparison with the conventional DWI-ASPECTS in core infarct volume measurement and clinical outcome prediction. METHODS We retrospectively recruited patients with acute ischemic stroke (AIS) treated with endovascular treatment between April 2013 and October 2019. In differential detailed DWI-ASPECTS, restricted diffusion lesion that was punctate or less than half of a cortical region (M1-M6) would not lead to subtraction of point. A favorable outcome was modified Rankin Scale score ⩽2 at 90 days after stroke onset. RESULTS Among 298 AIS patients, mean age was 75 years (interquartile range (IQR) 67-82), and 194 patients (65%) were males. Mean infarct core volume was 11 mL (IQR 3-37). Overall, the score by detailed DWI-ASPECTS was significantly higher than conventional DWI-ASPECTS (8 (7-9) vs. 7 (5-9); P < 0.01). The detailed DWI-ASPECTS resulted in a higher correlation coefficient (r) for core infarct volume estimation than the conventional DWI-ASPECTS (r = 0.832 vs. 0.773; P < 0.01). Upon re-classification of those scored ⩽6 in conventional DWI-ASPECTS (n = 134) by detailed DWI-ASPECTS, the rate of favorable outcome in patients with detailed DWI-ASPECTS >6 was significantly higher than those with ⩽6 (29 (48%) vs. 14 (19%); P < 0.01). CONCLUSIONS Detailed DWI-ASPECTS appeared to provide a more accurate infarct core volume measurement and clinical outcome correlation than conventional DWI-ASPECTS among AIS patients treated with endovascular therapy.
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Affiliation(s)
- Kentaro Suzuki
- Department of Neurology, Nippon Medical School, Tokyo, Japan
- Department of Neurology and UCLA Stroke Center, University of California, Los Angeles, CA, USA
| | - David S Liebeskind
- Department of Neurology and UCLA Stroke Center, University of California, Los Angeles, CA, USA
| | - Yuji Nishi
- Department of Neurology, Nippon Medical School, Tokyo, Japan
| | - Akihito Kutsuna
- Department of Neurology, Nippon Medical School, Tokyo, Japan
| | - Takehiro Katano
- Department of Neurology, Nippon Medical School, Tokyo, Japan
| | - Yuki Sakamoto
- Department of Neurology, Nippon Medical School, Tokyo, Japan
| | - Tomonari Saito
- Department of Neurology, Nippon Medical School, Tokyo, Japan
| | - Junya Aoki
- Department of Neurology, Nippon Medical School, Tokyo, Japan
| | | | | | - Kazumi Kimura
- Department of Neurology, Nippon Medical School, Tokyo, Japan
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6
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Adamou A, Beltsios ET, Bania A, Gkana A, Kastrup A, Chatziioannou A, Politi M, Papanagiotou P. Artificial intelligence-driven ASPECTS for the detection of early stroke changes in non-contrast CT: a systematic review and meta-analysis. J Neurointerv Surg 2023; 15:e298-e304. [PMID: 36522179 DOI: 10.1136/jnis-2022-019447] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 11/20/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND Recent advances in machine learning have enabled development of the automated Alberta Stroke Program Early CT Score (ASPECTS) prediction algorithms using non-contrast enhanced computed tomography (NCCT) scans. The applicability of automated ASPECTS in daily clinical practice is yet to be established. The objective of this meta-analysis was to directly compare the performance of automated and manual ASPECTS predictions in recognizing early stroke changes on NCCT. METHODS The MEDLINE, Scopus, and Cochrane databases were searched. The last database search was performed on March 10, 2022. Studies reporting the diagnostic performance and validity of automated ASPECTS software compared with expert readers were included. The outcomes were the interobserver reliability of outputs between ASPECTS versus expert readings, experts versus reference standard, and ASPECTS versus reference standard by means of pooled Fisher's Z transformation of the interclass correlation coefficients (ICCs). RESULTS Eleven studies were included in the meta-analysis, involving 1976 patients. The meta-analyses showed good interobserver reliability between experts (ICC 0.72 (95% CI 0.63 to 0.79); p<0.001), moderate reliability in the correlation between automated and expert readings (ICC 0.54 (95% CI 0.40 to 0.67); p<0.001), good reliability between the total expert readings and the reference standard (ICC 0.62 (95% CI 0.52 to 0.71); p<0.001), and good reliability between the automated predictions and the reference standard (ICC 0.72 (95% CI 0.61 to 0.80); p<0.001). CONCLUSIONS Artificial intelligence-driven ASPECTS software has comparable or better performance than physicians in terms of recognizing early stroke changes on NCCT.
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Affiliation(s)
- Antonis Adamou
- Department of Radiology, University of Thessaly, School of Health Sciences, Larissa, Greece
| | - Eleftherios T Beltsios
- Department of Thoracic and Cardiovascular Surgery, West German Heart and Vascular Center, University of Duisburg-Essen, Essen, Germany
| | - Angelina Bania
- Faculty of Medicine, University of Patras, School of Health Sciences, Patras, Greece
| | - Androniki Gkana
- Deparment of Radiology, Ippokratio Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Andreas Kastrup
- Department of Neurology, Hospital Bremen-Mitte GmbH, Bremen, Germany
| | - Achilles Chatziioannou
- Department of Radiology, Areteion University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Maria Politi
- Interventional Radiology Unit, Evangelismos General Hospital, Athens, Greece
- Department of Diagnostic and Interventional Neuroradiology, Hospital Bremen-Mitte GmbH, Bremen, Germany
| | - Panagiotis Papanagiotou
- Department of Radiology, Areteion University Hospital, National and Kapodistrian University of Athens, Athens, Greece
- Department of Diagnostic and Interventional Neuroradiology, Hospital Bremen-Mitte GmbH, Bremen, Germany
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7
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Nimmalapudi S, Inampudi V, Prakash A, Gowda R, Varadharajan S. Understanding ASPECTS of stroke: Inter-rater reliability between emergency medicine physician and radiologist in a rural setup. Neuroradiol J 2023; 36:329-334. [PMID: 36316159 PMCID: PMC10268088 DOI: 10.1177/19714009221114445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2024] Open
Abstract
PURPOSE The purpose is to determine the inter-rater reliability in grading ASPECTS score, between emergency medicine physician at first contact and radiologist among patients with acute ischemic stroke. MATERIALS AND METHODS We conducted a prospective analysis of 765 acute ischemic stroke cases referred to the Department of Radiodiagnosis in a rural-based hospital in South India, during January 2017 to October 2021. Non-contrast computed tomography (NCCT) scans of the brain were performed using GE Bright Speed Elite 128 Slice CT Scanner. ASPECTS score was calculated separately by an emergency medicine physician and radiologist. Inter-rater reliability for total and dichotomized ASPECTS (≥6 and <6) scores were assessed using statistical analysis (ICC and Cohen ĸ coefficients) on SPSS software (v17.0). RESULTS Inter-rater agreement for total and dichotomized ASPECTS was substantial (ICC 0.79 and Cohen ĸ 0.68) between the emergency physician and the radiologist. Mean difference in ASPECTS between the two readers was only 0.15 with standard deviation of 1.58. No proportionality bias was detected. The Bland-Altman plot was constructed to demonstrate the distribution of ASPECTS differences between the two readers. CONCLUSION Substantial inter-rater agreement was noted in grading ASPECTS between emergency medicine physician at first contact and radiologist, thereby confirming its robustness even in a rural setting.
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Affiliation(s)
- Sunanda Nimmalapudi
- Assistant Professor Department of
Obstetrics and Gynaecology, Guntur Medical College, Guntur, Andhra Pradesh, India
| | - Vineel Inampudi
- Assistant Professor Department of
Radiodiagnosis, Sri Venkateswara Medical
College, Tirupati, Andhra Pradesh, India
| | - Arjun Prakash
- Associate Professor Department of
Radiodiagnosis, Bangalore Medical College and
Research Institute, Bangalore, Karnataka, India
| | - Rajesh Gowda
- Assistant Professor Department of
Emergency Medicine, PES Institute of Medical Sciences and
Research, Kuppam, Andhra Pradesh, India
| | - Shriram Varadharajan
- Consultant Neuroradiologist
Department of Radiodiagnosis, Kovai Medical Center and
Hospital, Coimbatore, Tamil Nadu, India
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8
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Hu X, Pu M, Wang Z, Yu J, Wu X, Cheng J, Chen C, Yin H, Yang T, Zhang Z, Zhao L, Xie P, Li Q. Clinical and imaging predictors of dysphagia and swallowing ability recovery in acute ischemic stroke. Neurol Sci 2023; 44:621-629. [PMID: 36301361 DOI: 10.1007/s10072-022-06470-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Accepted: 10/20/2022] [Indexed: 01/17/2023]
Abstract
OBJECTIVE Dysphagia is one of the most common complications of acute ischemic stroke, and prediction of dysphagia is crucial for post-stroke treatment. We aimed to identify predictors of dysphagia and swallowing function recovery following ischemic stroke and to investigate dysphagia-associated lesion location. METHODS We prospectively enrolled patients with acute ischemic stroke confirmed on diffusion-weighted imaging. All patients received swallowing evaluation within 48 h after admission. Follow-up oral intake ability was measured on 7 and 30 days after stroke onset. Voxel-based lesion-symptom mapping was performed to determine locations associated with dysphagia. RESULTS Of 126 patients included in the final analysis, 23 patients (18.3%) were classified as initial dysphagia. The presence of facial palsy (P = 0.008) and larger white matter hyperintensity (WMH) volume (P = 0.003) was associated with initial dysphagia. Initial risk of aspiration assessed by Any2 score (P = 0.001) at baseline was identified as independent predictor for dysphagia at day 7. Patients with higher Any2 score (P < 0.001), aphasia (P = 0.013), and larger WMH volume (P = 0.010) were less likely to have a full swallowing function recovery at 1 month. Acute infarcts in right corona radiata and right superior longitudinal fasciculus were correlated with impaired recovery of swallowing ability at 1 month. CONCLUSIONS Initial risk of aspiration was identified as risk factor for short-term and long-term dysphagia. Aphasia and larger WMH volume were revealed to be significant predictors for swallowing function recovery at 1 month. Right corona radiata was identified as an essential brain area for dysphagia.
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Affiliation(s)
- Xiao Hu
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Mingjun Pu
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Zijie Wang
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Jialun Yu
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Xiaofang Wu
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Jing Cheng
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Chu Chen
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Hao Yin
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Tiannan Yang
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Zhehao Zhang
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Libo Zhao
- Department of Neurology, Yongchuan Hospital of Chongqing Medical University, Chongqing, China
| | - Peng Xie
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
- NHC Key Laboratory of Diagnosis and Treatment On Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Qi Li
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
- NHC Key Laboratory of Diagnosis and Treatment On Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
- Department of Neurology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230000, China.
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9
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Chu Y, Ma G, Xu XQ, Lu SS, Cao YZ, Shi HB, Liu S, Wu FY. Total and regional ASPECT score for non-contrast CT, CT angiography, and CT perfusion: inter-rater agreement and its association with the final infarction in acute ischemic stroke patients. Acta Radiol 2022; 63:1093-1101. [PMID: 34219495 DOI: 10.1177/02841851211029080] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND Alberta Stroke Program Early Computed Tomography Score (ASPECTS) is a grading system to assess the extent and distribution of early ischemic changes. PURPOSE To assess inter-rater agreement for total and regional ASPECTS on non-contrast computed tomography (NCCT) images, CT angiography source images (CTA-SI), and CT-perfusion cerebral blood volume (CTP-CBV) maps, and their association with final infarction in patients with acute ischemic stroke (AIS). MATERIAL AND METHODS A total of 96 consecutive patients with AIS who underwent pre-treatment NCCT and CTP were retrospectively enrolled. CTA-SI was reconstructed using the raw data of CTP. Total and regional ASPECTS were assessed on baseline NCCT, CTA-SI, and CTP-CBV, and on follow-up NCCT or diffusion-weighted imaging. Follow-up ASPECTS served as the reference standard for final infarction. RESULTS CTP-CBV demonstrated higher concordance for total ASPECTS (interclass correlation coefficient, 0.895 vs. 0.771 vs. 0.777) and regional ASPECTS in internal capsule, lentiform, caudate nuclei, M5 and M6, compared with NCCT and CTA-SI. CTP-CBV showed a trend of stronger correlation with final ASPECTS than NCCT and CTA-SI (0.717 vs. 0.711 vs. 0.565; P > 0.05). ASPECTS in the internal capsule (ρ, 0.756 vs. 0.556; P = 0.016) and caudate nucleus (ρ, 0.717 vs. 0.476; P = 0.010) on CTP-CBV were more strongly correlated with follow-up ASPECTS than NCCT. CTP-CBV showed higher accuracy for predicting final infarction in the internal capsule (92.5% vs. 90.3% and 87.1%; P > 1.000, P = 0.125, respectively) and caudate nucleus (87.1% vs. 79.6% and 77.4%; P = 0.453, P = 0.039, respectively) than CTA-SI and NCCT. CONCLUSION CTP-CBV ASPECTS might be more reliable for delineating early ischemic changes and predicting final infarction.
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Affiliation(s)
- Yue Chu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Gao Ma
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Xiao-Quan Xu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Shan-Shan Lu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Yue-Zhou Cao
- Department of Interventional Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Hai-Bin Shi
- Department of Interventional Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Sheng Liu
- Department of Interventional Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Fei-Yun Wu
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
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10
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Timing of anticoagulation after acute ischemic stroke in patients with atrial fibrillation. Neurol Sci 2022:1-12. [PMID: 35762354 DOI: 10.1017/cjn.2022.268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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11
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Cui J, Yang J, Zhang K, Xu G, Zhao R, Li X, Liu L, Zhu Y, Zhou L, Yu P, Xu L, Li T, Tian J, Zhao P, Yuan S, Wang Q, Guo L, Liu X. Machine Learning-Based Model for Predicting Incidence and Severity of Acute Ischemic Stroke in Anterior Circulation Large Vessel Occlusion. Front Neurol 2021; 12:749599. [PMID: 34925213 PMCID: PMC8675605 DOI: 10.3389/fneur.2021.749599] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 10/29/2021] [Indexed: 11/15/2022] Open
Abstract
Objectives: Patients with anterior circulation large vessel occlusion are at high risk of acute ischemic stroke, which could be disabling or fatal. In this study, we applied machine learning to develop and validate two prediction models for acute ischemic stroke (Model 1) and severity of neurological impairment (Model 2), both caused by anterior circulation large vessel occlusion (AC-LVO), based on medical history and neuroimaging data of patients on admission. Methods: A total of 1,100 patients with AC- LVO from the Second Hospital of Hebei Medical University in North China were enrolled, of which 713 patients presented with acute ischemic stroke (AIS) related to AC- LVO and 387 presented with the non-acute ischemic cerebrovascular event. Among patients with the non-acute ischemic cerebrovascular events, 173 with prior stroke or TIA were excluded. Finally, 927 patients with AC-LVO were entered into the derivation cohort. In the external validation cohort, 150 patients with AC-LVO from the Hebei Province People's Hospital, including 99 patients with AIS related to AC- LVO and 51 asymptomatic AC-LVO patients, were retrospectively reviewed. We developed four machine learning models [logistic regression (LR), regularized LR (RLR), support vector machine (SVM), and random forest (RF)], whose performance was internally validated using 5-fold cross-validation. The performance of each machine learning model for the area under the receiver operating characteristic curve (ROC-AUC) was compared and the variables of each algorithm were ranked. Results: In model 1, among the included patients with AC-LVO, 713 (76.9%) and 99 (66%) suffered an acute ischemic stroke in the derivation and external validation cohorts, respectively. The ROC-AUC of LR, RLR and SVM were significantly higher than that of the RF in the external validation cohorts [0.66 (95% CI 0.57–0.74) for LR, 0.66 (95% CI 0.57–0.74) for RLR, 0.55 (95% CI 0.45–0.64) for RF and 0.67 (95% CI 0.58–0.76) for SVM]. In model 2, 254 (53.9%) and 31 (37.8%) patients suffered disabling ischemic stroke in the derivation and external validation cohorts, respectively. There was no difference in AUC among the four machine learning algorithms in the external validation cohorts. Conclusions: Machine learning methods with multiple clinical variables have the ability to predict acute ischemic stroke and the severity of neurological impairment in patients with AC-LVO.
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Affiliation(s)
- Junzhao Cui
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Jingyi Yang
- Department of Information Center, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Kun Zhang
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Guodong Xu
- Department of Neurology, Hebei Province People's Hospital, Shijiazhuang, China
| | - Ruijie Zhao
- Department of Neurology, Xingtai People's Hospital, Xingtai, China
| | - Xipeng Li
- Department of Neurology, Xingtai People's Hospital, Xingtai, China
| | - Luji Liu
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Yipu Zhu
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Lixia Zhou
- Department of Medical Iconography, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Ping Yu
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Lei Xu
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Tong Li
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Jing Tian
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Pandi Zhao
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Si Yuan
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Qisong Wang
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Li Guo
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang, China
| | - Xiaoyun Liu
- Department of Neurology, The Second Hospital of Hebei Medical University, Shijiazhuang, China.,Neuroscience Research Center, Medicine and Health Institute, Hebei Medical University, Shijiazhuang, China
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12
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Thon JM, Jovin TG. Imaging as a Selection Tool for Thrombectomy in Acute Ischemic Stroke: Pathophysiologic Considerations. Neurology 2021; 97:S52-S59. [PMID: 34785604 DOI: 10.1212/wnl.0000000000012793] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Large vessel occlusion (LVO) stroke represents a stroke subset associated with the highest morbidity and mortality. Multiple prospective randomized trials have shown that thrombectomy, alone or in conjunction with IV thrombolysis, is highly effective in reestablishing cerebral perfusion and improving clinical outcomes. In unselected patients and especially in patients with poor collaterals, the benefit of reperfusion therapy is exquisitely time sensitive; the earlier thrombectomy is started, the lower the likelihood of disability or death. Understanding both the pathophysiologic underpinnings and the modifying factors of this strong time-to-treatment effect demonstrated in numerous randomized clinical trials is important for implementation of intrahospital workflow measures to maximize time efficiency of thrombectomy. Reducing delays in reperfusion therapy initiation has become a priority in acute stroke care, and therefore a thorough understanding of the main systems-based factors responsible for these delays is critical. Because the time spent evaluating the patient in the emergency department, which typically includes neuroimaging studies performed in scanners remote from the angiography suite, represents the main source of delays in thrombectomy initiation, the direct to angiography (DTA) model has emerged as a means to substantially reduce treatment times and is being instituted at an increasing number of thrombectomy centers across the world. The aim of this report is to introduce DTA as an emerging stroke care paradigm for patients with suspicion of LVO stroke, review results from studies evaluating its feasibility and impact on outcomes, describe current barriers to its more widespread adoption, and propose potential solutions to overcoming these barriers.
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Affiliation(s)
- Jesse M Thon
- From Cooper Neurological Institute and Cooper Medical School of Rowan University, Camden, NJ
| | - Tudor G Jovin
- From Cooper Neurological Institute and Cooper Medical School of Rowan University, Camden, NJ.
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13
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Bouslama M, Haussen DC, Rodrigues G, Barreira C, Frankel M, Nogueira RG. Novel selection paradigms for endovascular stroke treatment in the extended time window. J Neurol Neurosurg Psychiatry 2021; 92:1152-1157. [PMID: 34117100 DOI: 10.1136/jnnp-2020-325284] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 05/31/2021] [Indexed: 11/04/2022]
Abstract
BACKGROUND AND PURPOSE The optimal selection methodology for stroke thrombectomy beyond 6 hours remains to be established. METHODS Review of a prospectively collected database of thrombectomy patients with anterior circulation strokes, adequate CT perfusion (CTP) maps, National Institute of Health Stroke Scale (NIHSS)≥10 and presenting beyond 6 hours from January 2014 to October 2018. Patients were categorised according to five selection paradigms: DAWN clinical-core mismatch (DAWN-CCM): between age-adjusted NIHSS and CTP core, DEFUSE 3 perfusion imaging mismatch (DEFUSE-3-PIM): between CTP-derived perfusion defect (Tmax >6 s lesion) and ischaemic core volumes and three non-contrast CT Alberta Stroke Program Early CT Score (ASPECTS)-based criteria: age-adjusted clinical-ASPECTS mismatch (aCAM): between age-adjusted NIHSS and ASPECTS, eloquence-adjusted clinical ASPECTS mismatch (eCAM): ASPECTS 6-10 and non-involvement of the right M6 and left M4 areas and standard clinical ASPECTS mismatch (sCAM): ASPECTS 6-10. RESULTS 310 patients underwent analysis. DEFUSE-3-PIM had the highest proportion of qualifying patients followed by sCAM, eCAM, aCAM and DAWN-CCM (93.5%, 92.6%, 90.6%, 90% and 84.5%, respectively). Patients meeting aCAM, eCAM, sCAM and DAWN-CCM criteria had higher rates of 90-day good outcome compared with their non-qualifying counterparts(43.2% vs 12%,p=0.002; 42.4% vs 17.4%, p=0.02; 42.4% vs 11.2%, p=0.009; and 43.7% vs 20.5%, p=0.007, respectively). There was no difference between patients meeting DEFUSE-3-PIM criteria versus not(40.8% vs 31.3%,p=0.45). In multivariate analysis, all selection modalities except for DEFUSE-3-PIM were independently associated with 90-day good outcome. CONCLUSIONS ASPECTS-based selection paradigms for late presenting and wake-up strokes ET have comparable proportions of qualifying patients and similar 90-day functional outcomes as DAWN-CCM and DEFUSE-3-PIM. They also might lead to better outcome discrimination. These could represent a potential alternative for centres where access to advanced imaging is limited.
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Affiliation(s)
- Mehdi Bouslama
- Neurology, Emory University, Atlanta, Georgia, USA.,Marcus Stroke and Neuroscience Center, Grady Memorial Hospital, Atlanta, GA, USA
| | - Diogo C Haussen
- Neurology, Emory University, Atlanta, Georgia, USA.,Marcus Stroke and Neuroscience Center, Grady Memorial Hospital, Atlanta, GA, USA
| | - Gabriel Rodrigues
- Neurology, Emory University, Atlanta, Georgia, USA.,Marcus Stroke and Neuroscience Center, Grady Memorial Hospital, Atlanta, GA, USA
| | - Clara Barreira
- Neurology, Emory University, Atlanta, Georgia, USA.,Marcus Stroke and Neuroscience Center, Grady Memorial Hospital, Atlanta, GA, USA
| | - Michael Frankel
- Neurology, Emory University, Atlanta, Georgia, USA.,Marcus Stroke and Neuroscience Center, Grady Memorial Hospital, Atlanta, GA, USA
| | - Raul G Nogueira
- Neurology, Emory University, Atlanta, Georgia, USA .,Marcus Stroke and Neuroscience Center, Grady Memorial Hospital, Atlanta, GA, USA
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14
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Zheng Q, Liu X, Yan K, He L, Chen Y. ASPECT scores of patients with focal intracerebral hemorrhage were correlated with their short- and medium-term functional outcomes. Neurol Res 2021; 43:970-976. [PMID: 34240679 DOI: 10.1080/01616412.2021.1948747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
PURPOSE The Alberta Stroke Program Early CT Score (ASPECTS) is widely used to guide thrombolytic therapy and predict the functional outcome of patients with acute ischemic stroke (AIS). Whether ASPECTS can predict the functional outcome of patients with intracerebral hemorrhage (ASPECTS-H) remains unclear. METHODS Patients with primary intracerebral hemorrhage (ICH) were collected and retrospectively analyzed. ASPECTS-H was assessed at admission. Patients were followed up at 30 days and 90 days after the onset of ICH. Occurrence of death within 90 days after ICH was the primary endpoint. Modified Rankin Scale (mRS) ≥ 3 was considered a poor functional outcome. RESULTS A total of 149 patients met eligibility criteria; 61 (40.9%) had poor functional outcome at 30 days, and 37 (24.8%) had poor functional outcome at 90 days. Using binary logistic regression modeling, we found that a low ASPECTS-H was associated with a poor functional outcome. The risk ratio of a low ASPECTS-H was 2.31 at 30 days (P = 0.000; 95% CI, 1.560-3.421) and 2.711 at 90 days (P = 0.000; 95% CI, 1.677-4.381). The optimal cutoff value of ASPECTS-H to discriminate good and poor 30-day and 90-day outcomes was 7.5 (Sensitivity30-day = 0.636, 1-Specificity30 - day = 0.311; Sensitivity90-day = 0.580, 1-Specificity90-day = 0.270). CONCLUSIONS A low ASPECTS-H was an indicator of poor short-term and long-term functional outcomes of ICH.
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Affiliation(s)
- Qiuyue Zheng
- The Department of Neurology, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu China.,Graduate School, Dalian Medical University, Dalian, Liaoning, China
| | - Xiaojie Liu
- The Department of Neurology, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu China
| | - Ke Yan
- The Department of Neurology, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu China
| | - Liang He
- The Department of Neurology, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu China
| | - Yingzhu Chen
- The Department of Neurology, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu China
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15
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Seyedsaadat S, Neuhaus A, Nicholson P, Polley E, Hilditch C, Mihal D, Krings T, Benson J, Mark I, Kallmes D, Brinjikji W, Schaafsma J. Differential Contribution of ASPECTS Regions to Clinical Outcome after Thrombectomy for Acute Ischemic Stroke. AJNR Am J Neuroradiol 2021; 42:1104-1108. [PMID: 33926898 PMCID: PMC8191662 DOI: 10.3174/ajnr.a7096] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 12/17/2020] [Indexed: 02/01/2023]
Abstract
BACKGROUND AND PURPOSE Ischemic stroke is the leading cause of long-term disability in adults, but our ability to prognosticate from baseline imaging data is limited. The ASPECTS measures ischemic change in the middle cerebral artery territory on noncontrast CT based on 10 anatomic regions. Here, we investigated whether infarction in particular regions was associated with worse long-term outcome. MATERIALS AND METHODS We identified consecutive patients receiving mechanical thrombectomy for ICA/MCA occlusion at 2 comprehensive stroke centers. Pretreatment ASPECTS was assessed by 2 blinded reviewers. Clinical data including demographics, baseline NIHSS score, and 90-day mRS were collected. The relationship between individual ASPECTS regions and the mRS score (0-2 versus 3-6) was assessed using multivariable logistic regression. RESULTS Three hundred fifty-three patients were included (mean age, 70 years; 46% men), of whom 214 had poor outcome (mRS = 3-6). Caudate (OR = 3.26; 95% CI, 1.33-8.82), M4 region (OR = 2.94; 95% CI, 1.09-9.46), and insula (OR = 1.75; 95% CI, 1.08-2.85) infarcts were associated with significantly greater odds of poor outcome, whereas M1 region infarction reduced the odds of poor outcome (OR = 0.38; 95% CI, 0.14-0.99). This finding remained unchanged when restricted to only patients with good recanalization. No significant associations were found by laterality. Similarly, no region was predictive of neurologic improvement during the first 24 hours or of symptomatic intracerebral hemorrhage. CONCLUSIONS Our results indicate that ASPECTS regions are not equal in their contribution to functional outcome. This finding suggests that patient selection based on total ASPECTS alone might be insufficient, and infarct topography should be considered when deciding eligibility for thrombectomy.
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Affiliation(s)
- S.M. Seyedsaadat
- From the Department of Radiology (S.M.S., E.C.P., J.B., I.M., D.F.K., W.B.), Mayo Clinic, Rochester, Minnesota,Department of Radiology (S.M.S.), Mayo Clinic, Jacksonville, Florida
| | - A.A. Neuhaus
- Radcliffe Department of Medicine (A.A.N.), University of Oxford, Oxford, UK
| | - P.J. Nicholson
- Department of Medicine (P.J.N., C.A.H., T.K., J.D.S.), Division of Neurology. University Health Network/University of Toronto, Toronto, Ontario, Canada
| | - E.C. Polley
- From the Department of Radiology (S.M.S., E.C.P., J.B., I.M., D.F.K., W.B.), Mayo Clinic, Rochester, Minnesota
| | - C.A. Hilditch
- Department of Medicine (P.J.N., C.A.H., T.K., J.D.S.), Division of Neurology. University Health Network/University of Toronto, Toronto, Ontario, Canada,Department of Neuroradiology (C.A.H.), Manchester Centre for Clinical Neurosciences, Salford Royal National Health Service Foundation Trust, Salford, UK
| | - D.C. Mihal
- Department of Radiology (D.C.M.), Division of Neuroradiology, Cleveland Clinic, Cleveland, Ohio
| | - T. Krings
- Department of Medicine (P.J.N., C.A.H., T.K., J.D.S.), Division of Neurology. University Health Network/University of Toronto, Toronto, Ontario, Canada
| | - J. Benson
- From the Department of Radiology (S.M.S., E.C.P., J.B., I.M., D.F.K., W.B.), Mayo Clinic, Rochester, Minnesota
| | - I. Mark
- From the Department of Radiology (S.M.S., E.C.P., J.B., I.M., D.F.K., W.B.), Mayo Clinic, Rochester, Minnesota
| | - D.F. Kallmes
- From the Department of Radiology (S.M.S., E.C.P., J.B., I.M., D.F.K., W.B.), Mayo Clinic, Rochester, Minnesota
| | - W. Brinjikji
- From the Department of Radiology (S.M.S., E.C.P., J.B., I.M., D.F.K., W.B.), Mayo Clinic, Rochester, Minnesota,Department of Neurosurgery (W.B.), Mayo Clinic, Rochester, Minnesota
| | - J.D. Schaafsma
- Department of Medicine (P.J.N., C.A.H., T.K., J.D.S.), Division of Neurology. University Health Network/University of Toronto, Toronto, Ontario, Canada
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16
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Analysis of Frailty in Geriatric Patients as a Prognostic Factor in Endovascular Treated Patients with Large Vessel Occlusion Strokes. J Clin Med 2021; 10:jcm10102171. [PMID: 34069797 PMCID: PMC8157268 DOI: 10.3390/jcm10102171] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 05/12/2021] [Accepted: 05/14/2021] [Indexed: 12/21/2022] Open
Abstract
Frailty is associated with an increased risk of adverse health-care outcomes in elderly patients. The Hospital Frailty Risk Score (HFRS) has been developed and proven to be capable of identifying patients which are at high risk of adverse outcomes. We aimed to investigate whether frail patients also face adverse outcomes after experiencing an endovascular treated large vessel occlusion stroke (LVOS). In this retrospective observational cohort study, we analyzed patients ≥ 65 years that were admitted during 2015-2019 with LVOS and endovascular treatment. Primary outcomes were mortality and the modified Rankin Scale (mRS) after three months. Regression models were used to determine the impact of frailty. A total of 318 patients were included in the cohort. The median HFRS was 1.6 (IQR 4.8). A total of 238 (75.1%) patients fulfilled the criteria for a low-frailty risk with a HFRS < 5.72 (22.7%) for moderate-frailty risk with an HFRS from 5-15 and 7 (2.2%) patients for a high-frailty risk. Multivariate regression analyses revealed that the HFRS was associated with an increased mortality after 90 days (CI (95%) 1.001 to 1.236; OR 1.112) and a worse mRS (CI (95%) 1.004 to 1.270; OR 1.129). We identified frailty as an impact factor on functional outcome and mortality in patients undergoing thrombectomy in LVOS.
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17
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Jing Z, Li H, Huang S, Guan M, Li Y, Lu K, Wu J, Zhong W, Huang L. Outcome of endovascular treatment within and beyond 6 h without perfusion software. Sci Rep 2021; 11:5342. [PMID: 33674715 PMCID: PMC7935958 DOI: 10.1038/s41598-021-84857-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 02/22/2021] [Indexed: 11/09/2022] Open
Abstract
Endovascular treatment (EVT) has been accepted as the standard of care for patients with acute ischemic stroke. The aim of the present study was to compare clinical outcomes of patients who received EVT within and beyond 6 h from symptom onset to groin puncture without perfusion software in Guangdong district, China. Between March 2017 and May 2018, acute ischemic stroke patients who received EVT from 6 comprehensive stroke centers, were enrolled into the registry study. In this subgroup study, we included all patients who had acute proximal large vessel occlusion in the anterior circulation. The demographic, clinical and neuroimaging data were collected from each center. A total of 192 patients were included in this subgroup study. They were divided into two groups: group A (n = 125), within 6 h; group B (n = 67), 6-24 h from symptom onset to groin puncture. There were no substantial differences between these two groups in terms of 90 days favorable outcome (modified Rankin scale [mRS] ≤ 2, P = 0.051) and mortality (P = 0.083), and the risk of symptomatic intracranial hemorrhage at 24 h (P = 0.425). The NIHSS (median 16, IQR12-20, group A; median 12, IQR8-18, group B; P = 0.009) and ASPECTS (median 10, IQR8-10, group A; median 9, IQR8-10, group B; P = 0.034) at baseline were higher in group A. The anesthesia method (general anesthesia, 21.3%, group A vs. 1.5% group B, P = 0.001) were also statistically different between the two groups. The NIHSS and ASPECTS were higher, and general anesthesia was also more widely used in group A. Clinical outcomes were not significantly different within 6 h versus 6-24 h from symptom onset to groin puncture in this real world study.
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Affiliation(s)
- Zhen Jing
- Department of Neurology, Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Hao Li
- Department of Neurology, Maoming People's Hospital, Maoming, China
| | - Shengming Huang
- Department of Neurology, Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Min Guan
- Department of Neurology, Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Yongxin Li
- Department of Neurology, Shunde Hospital of Southern Medical University, Foshan, China
| | - Kui Lu
- Department of Neurology, Zhongshan People's Hospital, Zhongshan, China
| | - Jianzhou Wu
- Department of Neurology, Yunfu People's Hospital, Yunfu, China
| | - Wangtao Zhong
- Department of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Li'an Huang
- Department of Neurology, Clinical Neuroscience Institute, The First Affiliated Hospital of Jinan University, Guangzhou, China.
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Delgado Acosta F, Jiménez Gómez E, Bravo Rey I, Bolivar A, Valverde Moyano R, Oteros Fernández R. Endovascular stroke treatment after 6-24 hours only needs non-contrast CT. Acta Neurol Scand 2021; 143:171-177. [PMID: 32969024 DOI: 10.1111/ane.13348] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Revised: 08/21/2020] [Accepted: 09/10/2020] [Indexed: 01/01/2023]
Abstract
OBJECTIVES Imaging selected patients with proximal anterior circulation stroke who demonstrate limited infarct may benefit from endovascular treatment beyond conventional time limits. Our aim was to evaluate the results of the EVT group series arriving between 6 and 24 hours from the onset of symptoms with (ASPECTS) ≥7 to our hospital (with 24/7 interventional neuroradiology) comparing them with those obtained in our prospectively registered series arriving between 0 and 6 hours. MATERIALS AND METHODS The inclusion criteria were ≥18 years, an interval between stroke and endovascular treatment of 6-24 hours, prestroke score mRS 0-2, no intracranial haemorrhage, (NIHSS) scale 8-22 and infarct evaluated by CT scan ≥7 in ASPECTS scale. Data, including patient demographics, neuroimaging findings, procedural details, recanalization rates and 90-day mRS, were collected. RESULTS Twelve of the 14 (85.71%) endovascular group patients who came to our centre between 6 and 24 hours had good outcomes at 90 days. To confirm our findings, we evaluated patients treated at our centre who met the selection criteria from January 2017 to September 2019. In this period, 382 patients with large vessel occlusion were treated endovascularly. 56 patients met all the criteria for inclusion and exclusion for our study. 31 of these 56 patients (56.36%) obtained a (mRS) scale ≤2 at three months. There was no significant difference (P = 0.063). CONCLUSION In circumstances of difficult access to MRI or CT perfusion, a computed tomography of ASPECTS ≥7 is sufficient to indicate endovascular treatment in a stroke of known onset between 6 and 24 hours.
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Raseta M, Bazarova A, Wright H, Parrott A, Nayak S. A novel toolkit for the prediction of clinical outcomes following mechanical thrombectomy. Clin Radiol 2020; 75:795.e15-795.e21. [PMID: 32718742 DOI: 10.1016/j.crad.2020.06.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Accepted: 06/18/2020] [Indexed: 11/16/2022]
Abstract
AIM To develop a robust toolkit to aid decision-making for mechanical thrombectomy (MT) based on readily available patient variables that could accurately predict functional outcome following MT. MATERIALS AND METHODS Data from patients with anterior circulation stroke who underwent MT between October 2009 and January 2018 (n=239) were identified from our MT database. Patient explanatory variables were age, sex, National Institutes of Health Stroke Scale (NIHSS), Alberta Stroke Program Early CT Score (ASPECTS), collateral score, and Glasgow Coma Scale. Five models were developed from the data to predict five outcomes of interest: model 1: prediction of survival: modified Rankin Scale (mRS) of 0-5 (alive) or 6 (dead); model 2: prediction of good/poor outcome: mRS of 0-3 (good), or 4-6 (poor); model 3: prediction of good/poor outcome: mRS of 0-2 (good), or 3-6 (poor); model 4: prediction of mRS category: mRS of 0-2 (no disability), 3 (minor disability), 4-5 (severe disability) or 6 (dead); model 5: prediction of the exact mRs score (mRs as a continuous variable). The accuracy and discriminative power of each predictive model were tested. RESULTS Prediction of survival was 87% accurate (area under the curve [AUC] 0.89). Prediction of good/poor outcome was 91% accurate (AUC 0.94) for Model 2 and 95% accurate (AUC 0.98) for Model 3. Prediction of mRS category was 76% accurate, and increased to 98% using the "one-score-out rule". Prediction of the exact mRS value was accurate to an error of 0.89. CONCLUSIONS This novel toolkit provided accurate estimations of outcome for MT.
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Affiliation(s)
- M Raseta
- Institute for Applied Clinical Sciences, Keele University, Staffordshire, ST5 5BG, UK
| | - A Bazarova
- Institute of Cancer and Genomic Sciences, Centre for Computational Biology, University of Birmingham, 6 Mindelsohn Way, Birmingham, B15 2SY, UK
| | - H Wright
- University Hospital of North Midlands NHS Trust, Newcastle Rd, Stoke-on-Trent, ST4 6QG, UK
| | - A Parrott
- Keele University School of Medicine, Newcastle Road, Stoke-on-Trent, ST4 6QG, UK
| | - S Nayak
- University Hospital of North Midlands NHS Trust, Newcastle Rd, Stoke-on-Trent, ST4 6QG, UK.
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20
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Neuhaus A, Seyedsaadat SM, Mihal D, Benson JC, Mark I, Kallmes DF, Brinjikji W. Region-specific agreement in ASPECTS estimation between neuroradiologists and e-ASPECTS software. J Neurointerv Surg 2020; 12:720-723. [PMID: 31818971 DOI: 10.1136/neurintsurg-2019-015442] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2019] [Revised: 11/16/2019] [Accepted: 11/18/2019] [Indexed: 02/02/2023]
Abstract
BACKGROUND AND PURPOSE The Alberta Stroke Program Early CT Score (ASPECTS) is a widely used measure of ischemic change on non-contrast CT. Although predictive of long-term outcome, ASPECTS is limited by its modest interobserver agreement. One potential solution to this is the use of machine learning strategies, such as e-ASPECTS, to detect ischemia. Here, we compared e-ASPECTS with manual scoring by experienced neuroradiologists for all 10 individual ASPECTS regions. MATERIALS AND METHODS We retrospectively reviewed 178 baseline non-contrast CT scans from patients with acute ischemic stroke undergoing endovascular thrombectomy. All scans were reviewed by two independent neuroradiologists with a third reader arbitrating disagreements for a consensus read. Each ASPECTS region was scored individually. All scans were then evaluated using a machine learning-based software package (e-ASPECTS, Brainomix). Interobserver agreement between readers and the software for each region was calculated with a kappa statistic. RESULTS The median ASPECTS was 9 for manual scoring and 8.5 for e-ASPECTS, with an overall agreement of κ=0.248. Regional agreement varied from κ=0.094 (M1) to κ=0.555 (lentiform), with better performance in subcortical regions. When corrected for the low number of infarcts in any given region, prevalence-adjusted bias-adjusted kappa ranged from 0.483 (insula) to 0.888 (M3), with greater agreement for cortical areas. Intraclass correlation coefficients were between 0.09 (M1) and 0.556 (lentiform). CONCLUSION Manual scoring and e-ASPECTS had fair agreement in our dataset on a per-region basis. This warrants further investigation using follow-up scans or MRI as the gold standard measure of true ASPECTS.
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Affiliation(s)
- Ain Neuhaus
- Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | | | - David Mihal
- Neuroradiology, Cleveland Clinic, Cleveland, Ohio, USA
| | | | - Ian Mark
- Radiology, Mayo Clinic, Rochester, Minnesota, USA
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21
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Dula AN, Mlynash M, Zuck ND, Albers GW, Warach SJ. Neuroimaging in Ischemic Stroke Is Different Between Men and Women in the DEFUSE 3 Cohort. Stroke 2019; 51:481-488. [PMID: 31826731 DOI: 10.1161/strokeaha.119.028205] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background and Purpose- Clinical deficits from ischemic stroke are more severe in women, but the pathophysiological basis of this sex difference is unknown. Sex differences in core and penumbral volumes and their relation to outcome were assessed in this substudy of the DEFUSE 3 clinical trial (Endovascular Therapy Following Imaging Evaluation for Ischemic Stroke). Methods- DEFUSE 3 randomized patients to thrombectomy or medical management who presented 6 to 16 hours from last known well with proximal middle cerebral artery or internal carotid artery occlusion and had target core and perfusion mismatch volumes on computed tomography or magnetic resonance imaging. Using univariate and adjusted regression models, the effect of sex was assessed on prerandomization measures of core, perfusion, and mismatch volumes and hypoperfusion intensity ratio, and on core volume growth using 24-hour scans. Results- All patients were included in the analysis (n=182) with 90 men and 92 women. There was no sex difference in the site of baseline arterial occlusion. Adjusted by age, baseline National Institutes of Health Stroke Scale, baseline modified Rankin Scale score, time to randomization, and imaging modality, women had smaller core, hypoperfusion, and penumbral volumes than men. Median (interquartile range) volumes for core were 8.0 mL (1.9-18.4) in women versus 12.6 mL (2.7-29.6) in men, for Tmax>6 seconds 89.0 mL (63.8-131.7) versus 133.9 mL (87.0-175.4), and for mismatch 82.1mL (53.8-112.8) versus 108.2 (64.1-149.2). The hypoperfusion intensity ratio was lower in women, 0.31 (0.15-0.46) versus 0.39 (0.26-0.57), P=0.006, indicating better collateral circulation, which was consistent with the observed slower ischemic core growth than men within the medical group (P=0.003). Conclusions- In the large vessel ischemic stroke cohort selected for DEFUSE 3, women had imaging evidence of better collateral circulation, smaller baseline core volumes, and slower ischemic core growth. These observations suggest sex differences in hemodynamic and temporal features of anterior circulation large artery occlusions. Registration- URL: https://www.clinicaltrials.gov. Unique identifier: NCT02586415.
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Affiliation(s)
- Adrienne N Dula
- From the Department of Neurology (A.N.D., N.D.Z., S.J.W.), Dell Medical School at The University of Texas, Austin
- Department of Diagnostic Medicine (A.N.D.), Dell Medical School at The University of Texas, Austin
| | - Michael Mlynash
- Stanford Stroke Center, Stanford University, Palo Alto, CA (M.M., G.W.A.)
| | - Nathan D Zuck
- From the Department of Neurology (A.N.D., N.D.Z., S.J.W.), Dell Medical School at The University of Texas, Austin
| | - Gregory W Albers
- Stanford Stroke Center, Stanford University, Palo Alto, CA (M.M., G.W.A.)
| | - Steven J Warach
- From the Department of Neurology (A.N.D., N.D.Z., S.J.W.), Dell Medical School at The University of Texas, Austin
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22
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Sakai Y, Delman BN, Fifi JT, Tuhrim S, Wheelwright D, Doshi AH, Mocco J, Nael K. Estimation of Ischemic Core Volume Using Computed Tomographic Perfusion. Stroke 2019; 49:2345-2352. [PMID: 30355089 DOI: 10.1161/strokeaha.118.021952] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Background and Purpose- Estimation of infarction based on computed tomographic perfusion (CTP) has been challenging, mainly because of noise associated with CTP data. The Bayesian method is a robust probabilistic method that minimizes effects of oscillation, tracer delay, and noise during residue function estimation compared with other deconvolution methods. This study compares CTP-estimated ischemic core volume calculated by the Bayesian method and by the commonly used block-circulant singular value deconvolution technique. Methods- Patients were included if they had (1) anterior circulation ischemic stroke, (2) baseline CTP, (3) successful recanalization defined by thrombolysis in cerebral infarction ≥IIb, and (4) minimum infarction volume of >5 mL on follow-up magnetic resonance imaging (MRI). CTP data were processed with circulant singular value deconvolution and Bayesian methods. Two established CTP methods for estimation of ischemic core volume were applied: cerebral blood flow (CBF) method (relative CBF, <30% within the region of delay >2 seconds) and cerebral blood volume method (<2 mL per 100 g within the region of relative mean transit time >145%). Final infarct volume was determined on MRI (fluid-attenuated inversion recovery images). CTP and MRI-derived ischemic core volumes were compared by univariate and Bland-Altman analysis. Results- Among 35 patients included, the mean/median (mL) difference for CTP-estimated ischemic core volume against MRI was -4/-7 for Bayesian CBF ( P=0.770), 20/12 for Bayesian cerebral blood volume ( P=0.041), 21/10 for circulant singular value deconvolution CBF ( P=0.006), and 35/18 for circulant singular value deconvolution cerebral blood volume ( P<0.001). Among all methods, Bayesian CBF provided the narrowest limits of agreement (-28 to 19 mL) in comparison with MRI. Conclusions- Despite existing variabilities between CTP postprocessing methods, Bayesian postprocessing increases accuracy and limits variability in CTP estimation of ischemic core.
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Affiliation(s)
- Yu Sakai
- From the Department of Radiology (Y.S., B.N.D., A.H.D., K.N.), Icahn School of Medicine at Mount Sinai, New York City, NY
| | - Bradley N Delman
- From the Department of Radiology (Y.S., B.N.D., A.H.D., K.N.), Icahn School of Medicine at Mount Sinai, New York City, NY
| | - Johanna T Fifi
- Department of Neurology (J.T.F., S.T., D.W.), Icahn School of Medicine at Mount Sinai, New York City, NY.,Department of Neurosurgery (J.T.F., J.M.), Icahn School of Medicine at Mount Sinai, New York City, NY
| | - Stanley Tuhrim
- Department of Neurology (J.T.F., S.T., D.W.), Icahn School of Medicine at Mount Sinai, New York City, NY
| | - Danielle Wheelwright
- Department of Neurology (J.T.F., S.T., D.W.), Icahn School of Medicine at Mount Sinai, New York City, NY
| | - Amish H Doshi
- From the Department of Radiology (Y.S., B.N.D., A.H.D., K.N.), Icahn School of Medicine at Mount Sinai, New York City, NY
| | - J Mocco
- Department of Neurosurgery (J.T.F., J.M.), Icahn School of Medicine at Mount Sinai, New York City, NY
| | - Kambiz Nael
- From the Department of Radiology (Y.S., B.N.D., A.H.D., K.N.), Icahn School of Medicine at Mount Sinai, New York City, NY
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23
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Zheng MZ, Yang QY, Lu XD, Hu SL, Chai C, Shen W, Chang BG, Wang ZY, Xia S. Middle cerebral artery thrombus susceptibility-weighted imaging mapping predicts prognosis. Quant Imaging Med Surg 2019; 9:1556-1565. [PMID: 31667141 DOI: 10.21037/qims.2019.08.17] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background Susceptibility weighted imaging and mapping (SWIM) of magnetic resonance imaging (MRI) is used to evaluate cerebral arterial thrombosis. The aim of this research was to assess susceptibility, length, and clot burden score (CBS) of thrombus in the middle cerebral artery (MCA) and their relationship with cerebral infarction and early clinical prognosis in patients with acute or subacute cerebral infarction. Methods In total, 56 patients with acute or subacute cerebral infarction (with the time from onset to admission less than 72 h) and only unilateral MCA occlusion were included in the current study. All the patients had the corresponding susceptibility vessel sign (SVS) on susceptibility-weighted imaging (SWI). Parameters including susceptibility, length, and CBS of thrombus were obtained from SWI and SWIM. The differences in susceptibility of different portions of the thrombus were compared with each other by one-way ANOVA test. The relationship between susceptibility and stroke onset time was further analyzed by Spearman correlation analysis, in addition to the relationships between susceptibility, length, CBS, diffusion-weighted imaging-Alberta stroke program early CT score (DWI-ASPECTS), and admission and discharge National Institutes of Health Stroke Scale (NIHSS). Results The susceptibility among different portions and different segments of thrombus showed no statistical difference. The susceptibility and length were weakly yet negatively correlated with DWI-ASPECTS (rs=-0.382, -0.457; P=0.004, 0.000). The susceptibility was weakly yet positively correlated with admission NIHSS and discharged NIHSS (rs=0.403, 0.430; P=0.002, 0.001). CBS was weakly yet positively correlated with DWI-ASPECTS (rs=0.349; P=0.008) and weakly yet negatively correlated with admission and discharged NIHSS (rs=-0.375, -0.335; P=0.004, 0.012). Conclusions The susceptibility remained consistent regardless of location, length, and onset time, which indicates that the thrombus composition was similar when detected on SWI less than 72 h from the onset. Susceptibility and CBS may help to predict clinical severity and short-term clinical prognosis to some extent.
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Affiliation(s)
- Mei-Zhu Zheng
- Radiological Department, Third Central Hospital of Tianjin, Tianjin Key Laboratory of Artificial Cell, Artificial Cell Engineering Technology Research Center of Public Health Ministry, Tianjin 300170, China
| | - Qing-Yuan Yang
- Radiological Department, Tianjin Haihe Hospital, Tianjin 300222, China
| | - Xiu-Di Lu
- Radiological Department, First Central Clinical College, Tianjin Medical University, Tianjin 300381, China.,Radiological Department, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin 300192, China
| | - Si-Le Hu
- Intervention Division Department, Inner Mongolia Autonomous Region People's Hospital, Hohhot 010020, China
| | - Chao Chai
- Radiological Department, Tianjin First Central Hospital, Tianjin 300192, China
| | - Wen Shen
- Radiological Department, Tianjin First Central Hospital, Tianjin 300192, China
| | - Bin-Ge Chang
- Neurosurgery Department, Tianjin First Central Hospital, Tianjin 300192, China
| | - Zhi-Yun Wang
- Neurological Department, Tianjin First Central Hospital, Tianjin 300192, China
| | - Shuang Xia
- Radiological Department, Tianjin First Central Hospital, Tianjin 300192, China
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24
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Schnieder M, Psychogios MN, Maier IL, Tsogkas I, Schregel K, Kleinknecht A, Knauth M, Bähr M, Liman J, Behme D. The problem of strict image-based inclusion criteria for mechanical thrombectomy - an analysis of stroke patients with an initial low CBV-ASPECTS score. Neuroradiol J 2019; 32:287-293. [PMID: 31099713 DOI: 10.1177/1971400918791700] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
INTRODUCTION Endovascular treatment for acute ischaemic stroke with large artery occlusion has become the standard of care. However, the question if a subgroup of patients, with a low cerebral blood volume Alberta Stroke Program Early CT score (CBV-ASPECTS) ≤ 7 should be excluded from endovascular treatment remains open. Therefore; we investigated the difference of outcome between patients who were treated by endovascular treatment vs patients who did not receive endovascular treatment. METHODS We retrospectively analysed our stroke database for all patients who presented within six hours of onset with unfavourable imaging findings and who received endovascular treatment or best medical treatment alone. Unfavourable imaging was defined as a CBV-ASPECTS ≤ 7, which was an exclusion criterion for endovascular treatment at our institution before 2015. RESULTS From 60 patients with an initial CBV-ASPECTS ≤ 7, 40 received best medical treatment and 20 were treated with endovascular treatment. Arterial hypertension and atrial fibrillation was more present in patients without endovascular treatment, the other baseline characteristics and percentage of patients treated with intravenous recombinant tissue plasminogen activator were not significantly different in both groups. At discharge, 40% of the interventional treated patients had a favourable outcome (eight of 20 (40%) vs six of 40 (15%; p = 0.031). The median values of the National Institute of Health Stroke Score and modified Rankin Scale at discharge were significantly lower in the treated cohort (6.5 (2.5-10.5) vs 16 (9.5-22.5); p = 0.006; 3 (0-5.5) vs 5 (4.5-5.5); p = 0.003). CONCLUSION Patients with a CBV-ASPECTS ≤ 7 are likely to benefit from therapy and therefore may not be excluded from endovascular treatment. Further randomised trials are warranted to validate the data.
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Affiliation(s)
- M Schnieder
- 1 Department of Neurology, University Medical Center Goettingen, Germany
| | - M N Psychogios
- 2 Institute of Neuroradiology, University Medical Center Goettingen, Germany
| | - I L Maier
- 1 Department of Neurology, University Medical Center Goettingen, Germany
| | - I Tsogkas
- 2 Institute of Neuroradiology, University Medical Center Goettingen, Germany
| | - K Schregel
- 2 Institute of Neuroradiology, University Medical Center Goettingen, Germany
| | - A Kleinknecht
- 1 Department of Neurology, University Medical Center Goettingen, Germany
| | - M Knauth
- 2 Institute of Neuroradiology, University Medical Center Goettingen, Germany
| | - M Bähr
- 1 Department of Neurology, University Medical Center Goettingen, Germany
| | - J Liman
- 1 Department of Neurology, University Medical Center Goettingen, Germany
| | - D Behme
- 2 Institute of Neuroradiology, University Medical Center Goettingen, Germany
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Evaluating the Prognosis of Ischemic Stroke Using Low-Dose Multimodal Computed Tomography Parameters in Hyperacute Phase. J Comput Assist Tomogr 2019; 43:22-28. [PMID: 30188358 DOI: 10.1097/rct.0000000000000783] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
PURPOSE The aim of this study was to evaluate the potential value of low-dose multimodal computed tomography (CT) in predicting prognosis of acute ischemic stroke (AIS) within 6 hours. METHODS The admission "one-stop-shop" multimodal CT examination, including noncontrast CT (NCCT), low-dose CT perfusion, and CT angiography (CTA), was performed in patients with symptoms of stroke within 6 hours. Noncontrast CT, CTA source image (CTA-SI), cerebral blood flow (CBF), cerebral blood volume (CBV), time to peak (TTP), and mean transit time (MTT) maps were studied using Alberta Stroke Program Early CT Score (ASPECTS). The regional leptomeningeal collateral (rLMC) score (0-20) was dichotomized into 2 groups: good (11-20) and poor (0-10) rLMC. Poor functional outcomes were defined by a modified Rankin scale score of 3 to 6. RESULTS One hundred forty-four patients were ultimately selected; 43.8% of them showed poor functional outcomes. They had lower ASPECTSs on NCCT, CTA-SI, CBV, CBF, TTP, and MTT, and poor rLMC was more frequently associated with poor functional outcomes (all P < 0.001). In the multivariate analysis for AIS patients with conservative treatment, CTA-SI-ASPECTS 6 or less (odds ratio [OR], 5.9; 95% confidence interval [95% CI], 1.9-18.4; P = 0.002) and poor collaterals (OR, 5.0; 95% CI, 1.3-15.4; P = 0.017), CBV-ASPECTS 6 or less (OR, 8.0; 95% CI, 2.7-24.0; P < 0.001), CBF-ASPECTS 4 or less (OR, 8.0; 95% CI, 2.0-31.5; P = 0.003), MTT-ASPECTS≤3 (OR, 5.8; 95% CI, 1.8-18.1; P = 0.003), TTP-ASPECTS 4 or less (OR, 5.0; 95% CI, 1.6-15.1; P = 0.005), and NCCT-ASPECTS 8 or less (OR, 5.9; 95% CI, 1.7-20.4; P = 0.005) were significantly associated with poor functional outcome. In the multivariate analysis for AIS patients with thrombolysis, CTA-SI-ASPECTS 6 or less (OR, 27.5; 95% CI, 2.9-262.3; P = 0.004), poor collaterals (OR, 28.0; 95% CI, 2.8-283.0; P < 0.028), and CBV-ASPECTS 6 or less (OR, 18.0; 95% CI, 3.0-107.7; P = 0.002) were associated with poor functional outcomes. Furthermore, the area under the curve (AUC) of the combination of CTA-SI-ASPECTS 6 or less, poor collaterals, and CBV-ASPECTS 6 or less (AUC, 0.87) was greater than that for any single parameter alone: CTA-SI-ASPECTS 6 or less (AUC, 0.80; P < 0.001), poor collaterals (AUC, 0.76; P < 0.001), and CBV-ASPECTS 6 or less (AUC, 0.81; P = 0.002). CONCLUSIONS The combination of CTA-SI-ASPECTS, collaterals, and CBV-ASPECTS may improve predictive power compared with a single parameter alone.
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Kuang H, Najm M, Chakraborty D, Maraj N, Sohn SI, Goyal M, Hill MD, Demchuk AM, Menon BK, Qiu W. Automated ASPECTS on Noncontrast CT Scans in Patients with Acute Ischemic Stroke Using Machine Learning. AJNR Am J Neuroradiol 2019; 40:33-38. [PMID: 30498017 DOI: 10.3174/ajnr.a5889] [Citation(s) in RCA: 77] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Accepted: 10/08/2018] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Alberta Stroke Program Early CT Score (ASPECTS) was devised as a systematic method to assess the extent of early ischemic change on noncontrast CT (NCCT) in patients with acute ischemic stroke (AIS). Our aim was to automate ASPECTS to objectively score NCCT of AIS patients. MATERIALS AND METHODS We collected NCCT images with a 5-mm thickness of 257 patients with acute ischemic stroke (<8 hours from onset to scans) followed by a diffusion-weighted imaging acquisition within 1 hour. Expert ASPECTS readings on DWI were used as ground truth. Texture features were extracted from each ASPECTS region of the 157 training patient images to train a random forest classifier. The unseen 100 testing patient images were used to evaluate the performance of the trained classifier. Statistical analyses on the total ASPECTS and region-level ASPECTS were conducted. RESULTS For the total ASPECTS of the unseen 100 patients, the intraclass correlation coefficient between the automated ASPECTS method and DWI ASPECTS scores of expert readings was 0.76 (95% confidence interval, 0.67-0.83) and the mean ASPECTS difference in the Bland-Altman plot was 0.3 (limits of agreement, -3.3, 2.6). Individual ASPECTS region-level analysis showed that our method yielded κ = 0.60, sensitivity of 66.2%, specificity of 91.8%, and area under curve of 0.79 for 100 × 10 ASPECTS regions. Additionally, when ASPECTS was dichotomized (>4 and ≤4), κ = 0.78, sensitivity of 97.8%, specificity of 80%, and area under the curve of 0.89 were generated between the proposed method and expert readings on DWI. CONCLUSIONS The proposed automated ASPECTS scoring approach shows reasonable ability to determine ASPECTS on NCCT images in patients presenting with acute ischemic stroke.
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Affiliation(s)
- H Kuang
- From the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
| | - M Najm
- From the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
| | - D Chakraborty
- From the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
| | - N Maraj
- From the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
| | - S I Sohn
- Department of Neurology (S.I.S.), Keimyung University, Daegu, South Korea
| | - M Goyal
- From the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
- Department of Clinical Neurosciences, Department of Radiology (M.D.H., A.M.D., M.G., B.K.M.)
- Hotchkiss Brain Institute, Calgary, Alberta, Canada (M.D.H., A.M.D., M.G., B.K.M.)
| | - M D Hill
- From the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
- Department of Clinical Neurosciences, Department of Radiology (M.D.H., A.M.D., M.G., B.K.M.)
- Department of Community Health Sciences (M.D.H., B.K.M.), University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, Calgary, Alberta, Canada (M.D.H., A.M.D., M.G., B.K.M.)
| | - A M Demchuk
- From the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
- Department of Clinical Neurosciences, Department of Radiology (M.D.H., A.M.D., M.G., B.K.M.)
- Hotchkiss Brain Institute, Calgary, Alberta, Canada (M.D.H., A.M.D., M.G., B.K.M.)
| | - B K Menon
- From the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
- Department of Clinical Neurosciences, Department of Radiology (M.D.H., A.M.D., M.G., B.K.M.)
- Department of Community Health Sciences (M.D.H., B.K.M.), University of Calgary, Calgary, Alberta, Canada
- Hotchkiss Brain Institute, Calgary, Alberta, Canada (M.D.H., A.M.D., M.G., B.K.M.)
| | - W Qiu
- From the Calgary Stroke Program (H.K., W.Q., M.N., D.C., N.M., M.G., M.D.H., A.M.D., B.K.M.)
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Subacute Elevation of Plasma Level of Caspase-Cleaved Cytokeratin-18 is Associated with Hemorrhagic Transformation and Functional Outcome in Ischemic Stroke. J Stroke Cerebrovasc Dis 2018; 28:719-727. [PMID: 30528602 DOI: 10.1016/j.jstrokecerebrovasdis.2018.11.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2018] [Revised: 10/17/2018] [Accepted: 11/08/2018] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Caspase-cleaved cytokeratin-18 (CCCK-18) is an apoptosis marker. Here, we analyzed the relationship between plasma level of CCCK-18 in the acute and subacute stage of ischemic stroke and early and late functional outcome. Besides, correlation among CCCK-18 and complications, such as hemorrhagic transformation (HT) were also explored. METHODS Plasma concentration of CCCK-18 was investigated in 54 patients at admission and poststroke 72 hours. HT was evaluated by CT scans on 24 poststroke hours. Outcome measures were assessed by modified Rankin scale at hospital discharge and 6-month later. Receiver operating characteristics (ROC) analysis was used to determine the best cut-off values of CCCK-18 as a predictor of unfavorable functional outcome. RESULTS Significantly elevated CCCK-18 level was observed at 72 hours after onset of stroke, in nonsurviving compared to surviving patients (331 ± 191 ng/L versus 251 ± 164 ng/L, P = .01). Based on ROC analysis, the cut-off value of plasma CCCK-18 levels >223 ng/L at 72 poststroke hours predicted 6-month unfavorable stroke outcome with a sensitivity of 84.4% and a specificity of 77.3% (area under the curve: .851, 95% confidence interval = .745-.955, P < .001). The rate of complications such as HT and in-hospital infection was significantly higher in patients presented with a plasma CCCK-18 level above the cut-off value. CONCLUSIONS The association between high serum CCCK-18 levels and unfavorable early and late stroke outcome in an unselected study population was first described here. Besides, the apoptosis marker CCCK-18 might be a predictor of further complication such as HT and in-hospital infection.
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Park JS, Lee JM, Kwak HS, Chung GH. Predictive value of CT angiography source image ASPECTS in patients with anterior circulation acute ischemic stroke after endovascular treatment: ultimate infarct size and clinical outcome. J Neurointerv Surg 2018; 11:342-346. [PMID: 30472673 DOI: 10.1136/neurintsurg-2018-014359] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2018] [Revised: 10/23/2018] [Accepted: 10/29/2018] [Indexed: 11/04/2022]
Abstract
BACKGROUND AND PURPOSE The objective of this study was to investigate the predictive value of computed tomographic angiography (CTA) source image Alberta Stroke Program Early CT Score (ASPECTS) on clinical outcome and final infarction extent after endovascular treatment (EVT) in patients with acute ischemic stroke (AIS). M: ethods : All eligible patients from January 2014 to March 2018 undergoing EVT due to anterior circulation AIS were retrospectively reviewed. The baseline ASPECTS on initial noncontrast CT (NCCT) and the CTA source image were compared with the follow-up MR diffusion-weighted imaging (DWI) ASPECTS. Receiver operating characteristic (ROC) curve analysis was used to assess the predictive value of CTA ASPECTS for prediction of final infarct extent and good clinical outcome. RESULTS Our sample included a total of 122 eligible patients (64 males, mean age 70 years) with a median baseline National Institute of Health Stroke Scale (NIHSS) score of 12. Baseline ASPECTS on the CTA source image correlated with follow-up MR DWI ASPECTS better than NCCT ASPECTS (P<0.001). ROC curve analysis revealed baseline CTA ASPECTS (area under the curve [AUC] =0.74, 95% CI: 0.65 to 0.83, P<0.001) can better predict favorable functional outcome than NCCT ASPECTS (AUC=0.64, 95% CI: 0.54 to 0.74, P=0.008). Baseline NIHSS score <15, CTA ASPECTS≥8, and successful recanalization were independent predictors of good clinical outcomes. CONCLUSION The ASPECTS on the CTA source image provides more information in the prediction of good clinical outcome and final infarction size than NCCT in patients with AIS treated with EVT.
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Affiliation(s)
- Jung-Soo Park
- Departments of Neurosurgery, Research Institute of Clinical Medicine of Chonbuk National University-Biomedical Research Institute of Chonbuk National University Hospital, Jeonju, Republic of Korea
| | - Jong Myong Lee
- Departments of Neurosurgery, Research Institute of Clinical Medicine of Chonbuk National University-Biomedical Research Institute of Chonbuk National University Hospital, Jeonju, Republic of Korea
| | - Hyo-Sung Kwak
- Department of Radiology, Research Institute of Clinical Medicine of Chonbuk National University-Biomedical Research Institute of Chonbuk National University Hospital, Jeonju, Republic of Korea
| | - Gyoung Ho Chung
- Department of Radiology, Research Institute of Clinical Medicine of Chonbuk National University-Biomedical Research Institute of Chonbuk National University Hospital, Jeonju, Republic of Korea
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Kobkitsuksakul C, Tritanon O, Suraratdecha V. Interobserver agreement between senior radiology resident, neuroradiology fellow, and experienced neuroradiologist in the rating of Alberta Stroke Program Early Computed Tomography Score (ASPECTS). ACTA ACUST UNITED AC 2018; 24:104-107. [PMID: 29467112 DOI: 10.5152/dir.2018.17336] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
PURPOSE The distribution of ischemic changes caused by infarction of the middle cerebral artery (MCA) territories is usually measured using the Alberta Stroke Program Early Computed Tomography Score (ASPECTS). The first interpreter of the brain computed tomography (CT) in the emergency department is the on-call radiology resident. The primary objective of this study was to describe the agreement of the ASPECTS performed retrospectively by the resident compared with expert raters. The second objective was to ascertain the appropriate window setting for early detection of acute ischemic stroke and good interobserver agreement between the interpreters. METHODS We identified consecutive patients presenting with hemiparesis or aphasia at the emergency department who underwent brain CT and CT angiography. Each scan was rated using ASPECTS by senior radiology resident, neuroradiology fellow, and later by consensus between two expert raters. Statistical analysis included determination of Cohen's kappa (κ) coefficient and intraclass correlation coefficient (ICC). RESULTS A total of 43 patients met our study criteria. Interobserver agreements for ASPECTS varied from 0.486 to 0.678 in Cohen's κ coefficient between consensus of two neuroradiologists and a neuroradiology fellow, and from 0.198 to 0.491 for consensus between two neuroradiologists and a senior radiology resident. ICC among three raters (expert consensus, neuroradiology fellow, and senior radiology resident), was very good when 8 HU window width and 32 HU center level setting was used. CONCLUSION ASPECTS varied among raters. However, when using a narrowed window setting for interpretation, interobserver agreement improved.
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Affiliation(s)
- Chai Kobkitsuksakul
- Division of Interventional Neuroradiology, Ramathibodi Hospital, Mahidol University School of Medicine, Bangkok, Thailand
| | - Oranan Tritanon
- Department of Diagnostic and Therapeutic Radiology, Ramathibodi Hospital, Mahidol University School of Medicine, Bangkok, Thailand
| | - Vichan Suraratdecha
- Department of Diagnostic and Therapeutic Radiology, Ramathibodi Hospital, Mahidol University School of Medicine, Bangkok, Thailand
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Tarr R, Hsu D, Kulcsar Z, Bonvin C, Rufenacht D, Alfke K, Stingele R, Jansen O, Frei D, Bellon R, Madison M, Struffert T, Dorfler A, Grunwald IQ, Reith W, Haass A. The POST trial: initial post-market experience of the Penumbra system: revascularization of large vessel occlusion in acute ischemic stroke in the United States and Europe. J Neurointerv Surg 2018; 10:i35-i38. [DOI: 10.1136/jnis.2010.002600.rep] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2010] [Accepted: 08/02/2010] [Indexed: 11/03/2022]
Abstract
Background and purposeThe purpose of this study was to assess the initial post-market experience of the device and how it is compared with the Penumbra Pivotal trial used to support the 510k application.MethodsA retrospective case review of 157 consecutive patients treated with the Penumbra system at seven international centers was performed. Primary endpoints were revascularization of the target vessel (TIMI score of 2 or 3), good functional outcome as defined by a modified Rankin scale (mRS) score of ≤2 and incidence of procedural serious adverse events. Results were compared with those of the Penumbra pivotal trial.ResultsA total of 157 vessels were treated. Mean baseline values at enrollment were: age 65 years, NIHSS score 16. After use of the Penumbra system, 87% of the treated vessels were revascularized to TIMI 2 (54%) or 3 (33%) as compared with 82% reported in the Pivotal trial. Nine procedural serious adverse events were reported in 157 patients (5.7%). All-cause mortality was 20% (32/157), and 41% had a mRS of ≤2 at 90-day follow-up as compared with only 25% in the Pivotal trial. Patients who were successfully revascularized by the Penumbra system had significantly better outcomes than those who were not.ConclusionInitial post-market experience of the Penumbra system revealed that the revascularization rate and safety profile of the device are comparable to those reported in the Pivotal trial. However, the proportion of patients who had good functional outcome was higher than expected.
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Abstract
OBJECTIVE The aim of the study is to review existing and ongoing trial data on wake-up stroke (WUS) patients for thrombolytic therapy. METHODS A literature search was conducted in PubMed (conception-October 2016) using the terms wake-up stroke, acute ischemic stroke, wake-up thrombolysis, computed tomography imaging in wake-up stroke, and magnetic resonance imaging in wake-up stroke. Ongoing trials were found using the ClinicalTrials.gov website. RESULTS The search yielded 61 articles in PubMed and 7 ongoing trials. After removing duplicate/irrelevant articles, 33 articles and relevant references were reviewed; of these, 6 articles and 3 ongoing trials were included. Two retrospective studies evaluating the characteristics between WUS and known-onset stroke were identified; the only significant difference between groups was the ability to receive treatment with tissue plasminogen activator (tPA). One study suggested that perfusion brain imaging may be useful to identify patients that may benefit from tPA. In addition, 3 studies have evaluated WUS treatment; all used different methods to identify potential patients. Two of 3 studies showed that treatment with tPA is associated with better outcomes when controlling for baseline National Institutes of Health Stroke Scale. No difference in safety outcomes was seen between groups for all 3 studies. CONCLUSIONS Available data suggest promising strategies to identify WUS patients who may benefit from thrombolysis. Once on-going trials are complete, there may be sufficient information to redefine tPA eligibility for previously excluded patients.
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Jadhav AP, Diener HC, Bonafe A, Pereira VM, Levy EI, Baxter BW, Jovin TG, Nogueira RG, Yavagal DR, Cognard C, Purcell DD, Menon BK, Jahan R, Saver JL, Goyal M. Correlation between Clinical Outcomes and Baseline CT and CT Angiographic Findings in the SWIFT PRIME Trial. AJNR Am J Neuroradiol 2017; 38:2270-2276. [PMID: 29025724 DOI: 10.3174/ajnr.a5406] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Accepted: 07/19/2017] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Patient selection for endovascular therapy remains a great challenge in clinic practice. We sought to determine the effect of baseline CT and angiography on outcomes in the Solitaire With the Intention for Thrombectomy as Primary Endovascular Treatment for Acute Ischemic Stroke (SWIFT PRIME) trial and to identify patients who would benefit from endovascular stroke therapy. MATERIALS AND METHODS The primary end point was a 90-day modified Rankin Scale score of 0-2. Subgroup and classification and regression tree analysis was performed on baseline ASPECTS, site of occlusion, clot length, collateral status, and onset-to-treatment time. RESULTS Smaller baseline infarct (n = 145) (ASPECTS 8-10) was associated with better outcomes in patients treated with thrombectomy versus IV tPA alone (66% versus 41%; rate ratio, 1.62) compared with patients with larger baseline infarcts (n = 44) (ASPECTS 6-7) (42% versus 21%; rate ratio, 1.98). The benefit of thrombectomy over IV tPA alone did not differ significantly by ASPECTS. Stratification by occlusion location also showed benefit with thrombectomy across all groups. Improved outcomes after thrombectomy occurred in patients with clot lengths of ≥8 mm (71% versus 43%; rate ratio, 1.67). Outcomes stratified by collateral status had a benefit with thrombectomy across all groups: none-fair collaterals (33% versus 0%), good collaterals (58% versus 44%), and excellent collaterals (82% versus 28%). Using a 3-level classification and regression tree analysis, we observed optimal outcomes in patients with favorable baseline ASPECTS, complete/near-complete recanalization (TICI 2b/3), and early treatment (mean mRS, 1.35 versus 3.73), while univariate and multivariate logistic regression showed significantly better results in patients with higher ASPECTS. CONCLUSIONS While benefit was seen with endovascular therapy across multiple subgroups, the greatest response was observed in patients with a small baseline core infarct, excellent collaterals, and early treatment.
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Affiliation(s)
- A P Jadhav
- From Department of Neurology and Neurological Surgery (A.P.J., T.G.J.), University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - H-C Diener
- Department of Neurology (H.-C.D,), University Hospital of University Duisburg-Essen, Essen, Germany
| | - A Bonafe
- Department of Neuroradiology (A.B.), Hôpital Gui-de-Chauliac, Montpellier, France
| | - V M Pereira
- Division of Neuroradiology and Division of Neurosurgery (V.M.P.), Toronto Western Hospital, University Health Network, University of Toronto, Ontario, Canada
| | - E I Levy
- Department of Neurosurgery (E.I.L.), State University of New York at Buffalo, Buffalo, New York
| | - B W Baxter
- Department of Radiology (B.W.B.), Erlanger Hospital at University of Tennessee, Chattanooga, Tennessee
| | - T G Jovin
- From Department of Neurology and Neurological Surgery (A.P.J., T.G.J.), University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - R G Nogueira
- Department of Neurology (R.G.N.), Marcus Stroke and Neuroscience Center, Grady Memorial Hospital, Emory University School of Medicine, Atlanta, Georgia
| | - D R Yavagal
- Department of Neurology and Neurosurgery (D.R.Y.), University of Miami Miller School of Medicine/Jackson Memorial Hospital, Miami, Florida
| | - C Cognard
- Department of Diagnostic and Therapeutic Neuroradiology (C.C.), University Hospital of Toulouse, Toulouse, France
| | - D D Purcell
- BioClinica (D.D.P.), Newark, California.,Department of Radiology (D.D.P.), California Pacific Medical Center, San Francisco, California.,Division of Neuroradiology (D.D.P.), University of California San Francisco, San Francisco, California
| | - B K Menon
- Neurology and Neurosurgery (B.K.M.), University of Calgary, Calgary, Alberta, Canada
| | - R Jahan
- Division of Interventional Neuroradiology (R.J.)
| | - J L Saver
- Department of Neurology and Comprehensive Stroke Center (J.L.S.), David Geffen School of Medicine at the University of California Los Angeles, University of California, Los Angeles, Los Angeles, California
| | - M Goyal
- Departments of Radiology and Clinical Neurosciences (M.G.)
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Validation of Serial Alberta Stroke Program Early CT Score as an Outcome Predictor in Thrombolyzed Stroke Patients. J Stroke Cerebrovasc Dis 2017; 26:2264-2271. [PMID: 28601259 DOI: 10.1016/j.jstrokecerebrovasdis.2017.05.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Revised: 05/04/2017] [Accepted: 05/07/2017] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND The Alberta Stroke Program Early CT Score (ASPECTS) on baseline imaging is an established predictor of functional outcome in anterior circulation acute ischemic stroke (AIS). We studied ASPECTS before intravenous thrombolysis (IVT) and at 24 hours to assess its prognostic value. METHODS Data for consecutive anterior circulation AIS patients treated with IVT from 2006 to 2013 were extracted from a prospectively managed registry at our tertiary center. Pre-thrombolysis and 24-hour ASPECTS were evaluated by 2 independent neuroradiologists. Outcome measures included symptomatic intracranial hemorrhage (SICH), modified Rankin Scale (mRS) at 90 days, and mortality. Unfavorable functional outcome was defined by mRS >1. Dramatic ASPECTS progression (DAP) was defined as deterioration in ASPECTS by 6 points or more. RESULTS Of 554 AIS patients thrombolyzed during the study period, 400 suffered from anterior circulation infarction. The median age was 65 years (interquartile range (IQR): 59-70) and the median National Institutes of Health Stroke Scale score was 18 points (IQR: 12-22). Compared with the pre-IVT ASPECTS (area under the curve [AUC] = .64, 95% confidence interval [CI]: .54-.65, P = .001), ASPECTS on the 24-hour CT scan (AUC = .78, 95% CI: .73-.82, P < .001), and change in ASPECTS (AUC = .69, 95% CI: .64-.74, P < .001) were better predictors of unfavorable functional outcome at 3 months. DAP, noted in 34 (14.4%) patients with good baseline ASPECTS (8-10 points), was significantly associated with unfavorable functional outcome (odds ratio [OR]: 9.91, 95% CI: 3.37-29.19, P ≤ .001), mortality (OR: 21.99, 95% CI: 7.98-60.58, P < .001), and SICH (OR: 8.57, 95% CI: 2.87-25.59, P < .001). CONCLUSION Compared with the pre-thrombolysis score, ASPECTS measured at 24 hours as well as serial change in ASPECTS is a better predictor of 3-month functional outcome.
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Abstract
The Alberta Stroke Program Early CT score (ASPECTS) is a 10-point semiquantitative topographic scoring system developed for the assessment of early ischemic changes (EICs) on noncontrast-enhanced computed tomography (NCCT) in patients with acute ischemic stroke involving the middle cerebral artery (MCA) territory. One point is subtracted from a total score of 10, if an EIC is present in any part of each of the ASPECTS regions. Higher ASPECTS has been associated with better outcomes and a lower risk of symptomatic intracerebral hemorrhage. To date, there are still controversies regarding the utility of ASPECTS for selecting patients for intravenous and intra-arterial therapies. This article provides a comprehensive review regarding methodology, limitations, and interobserver reproducibility of ASPECTS, as well as application of ASPECTS in clinical care. The focus of this review is ASPECTS evaluation on NCCT. The application of ASPECTS on multimodal computed tomography and magnetic resonance imaging (MRI) is briefly described.
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Affiliation(s)
- Supada Prakkamakul
- *Department of Radiology, King Chulalongkorn Memorial Hospital the Thai Red Cross Society, Bangkok, Thailand †Division of Neurointervention, Texas Stroke Institute, Plano, TX
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von Kummer R, Dzialowski I. Imaging of cerebral ischemic edema and neuronal death. Neuroradiology 2017; 59:545-553. [PMID: 28540400 DOI: 10.1007/s00234-017-1847-6] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Accepted: 05/03/2017] [Indexed: 10/19/2022]
Abstract
PURPOSE In acute cerebral ischemia, the assessment of irreversible injury is crucial for treatment decisions and the patient's prognosis. There is still uncertainty how imaging can safely differentiate reversible from irreversible ischemic brain tissue in the acute phase of stroke. METHODS We have searched PubMed and Google Scholar for experimental and clinical papers describing the pathology and pathophysiology of cerebral ischemia under controlled conditions. RESULTS Within the first 6 h of stroke onset, ischemic cell injury is subtle and hard to recognize under the microscope. Functional impairment is obvious, but can be induced by ischemic blood flow allowing recovery with flow restoration. The critical cerebral blood flow (CBF) threshold for irreversible injury is ~15 ml/100 g × min. Below this threshold, ischemic brain tissue takes up water in case of any residual capillary flow (ionic edema). Because tissue water content is linearly related to X-ray attenuation, computed tomography (CT) can detect and measure ionic edema and, thus, determine ischemic brain infarction. In contrast, diffusion-weighted magnetic resonance imaging (DWI) detects cytotoxic edema that develops at higher thresholds of ischemic CBF and is thus highly sensitive for milder levels of brain ischemia, but not specific for irreversible brain tissue injury. CONCLUSION CT and MRI are complimentary in the detection of ischemic stroke pathology and are valuable for treatment decisions.
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Affiliation(s)
- Rüdiger von Kummer
- Institut für Diagnostische und Interventionelle Neuroradiologie, Universitätsklinikum Carl Gustav Carus, Fetscherstr. 74, 01307, Dresden, Germany.
| | - Imanuel Dzialowski
- Elblandklinikum Meißen, Neurologische Rehabilitationsklinik Großenhain, Nassauweg 7, 01662, Meißen, Germany
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Demeestere J, Garcia-Esperon C, Garcia-Bermejo P, Ombelet F, McElduff P, Bivard A, Parsons M, Levi C. Evaluation of hyperacute infarct volume using ASPECTS and brain CT perfusion core volume. Neurology 2017; 88:2248-2253. [PMID: 28515270 PMCID: PMC5567320 DOI: 10.1212/wnl.0000000000004028] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Accepted: 03/16/2017] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To compare the accuracy of Alberta Stroke Program Early Computed Tomography Score (ASPECTS) and CT perfusion to detect established infarction in acute anterior circulation stroke. METHODS We performed an observational study in 59 acute anterior circulation ischemic stroke patients who underwent brain noncontrast CT, CT perfusion, and MRI within 100 minutes from CT imaging. ASPECTS scores were calculated by 4 blinded vascular neurologists. The accuracy of ASPECTS and CT perfusion core volume to detect an acute MRI diffusion lesion of ≥70 mL was evaluated using receiver operating characteristics analysis and optimum cutoff values were calculated using Youden J. RESULTS Median ASPECTS score was 8 (interquartile range [IQR] 5-9). Median CT perfusion core volume was 22 mL (IQR 10.4-71.9). Median MRI diffusion lesion volume was 24.5 mL (IQR 10-63.9). No significant difference was found between the accuracy of CT perfusion and ASPECTS (c statistic 0.95 vs 0.87, p value for difference = 0.17). The optimum ASPECTS cutoff score to detect a diffusion-weighted imaging lesion ≥70 mL was <7 (sensitivity 0.74, specificity 0.86, Youden J = 0.60) and the optimum CT perfusion core volume cutoff was ≥50 mL (sensitivity 0.86, specificity 0.97, Youden J = 0.84). The CT perfusion core lesion covered a median of 100% (IQR 86%-100%) of the acute MRI lesion volume (Pearson R = 0.88; R2 = 0.77). CONCLUSIONS We found no significant difference between the accuracy of CT perfusion and ASPECTS to predict hyperacute MRI lesion volume in ischemic stroke.
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Affiliation(s)
- Jelle Demeestere
- From the Acute Stroke Service (J.D., C.G.-E., F.O., M.P., C.L.), John Hunter Hospital, Newcastle, Australia; Hamad Medical Corporation (P.G.-B.), Doha, Qatar; Hunter Medical Research Institute (P.M., A.B.), Newcastle; and University of Newcastle (P.M., M.P., C.L.), Callaghan, Australia
| | - Carlos Garcia-Esperon
- From the Acute Stroke Service (J.D., C.G.-E., F.O., M.P., C.L.), John Hunter Hospital, Newcastle, Australia; Hamad Medical Corporation (P.G.-B.), Doha, Qatar; Hunter Medical Research Institute (P.M., A.B.), Newcastle; and University of Newcastle (P.M., M.P., C.L.), Callaghan, Australia
| | - Pablo Garcia-Bermejo
- From the Acute Stroke Service (J.D., C.G.-E., F.O., M.P., C.L.), John Hunter Hospital, Newcastle, Australia; Hamad Medical Corporation (P.G.-B.), Doha, Qatar; Hunter Medical Research Institute (P.M., A.B.), Newcastle; and University of Newcastle (P.M., M.P., C.L.), Callaghan, Australia
| | - Fouke Ombelet
- From the Acute Stroke Service (J.D., C.G.-E., F.O., M.P., C.L.), John Hunter Hospital, Newcastle, Australia; Hamad Medical Corporation (P.G.-B.), Doha, Qatar; Hunter Medical Research Institute (P.M., A.B.), Newcastle; and University of Newcastle (P.M., M.P., C.L.), Callaghan, Australia
| | - Patrick McElduff
- From the Acute Stroke Service (J.D., C.G.-E., F.O., M.P., C.L.), John Hunter Hospital, Newcastle, Australia; Hamad Medical Corporation (P.G.-B.), Doha, Qatar; Hunter Medical Research Institute (P.M., A.B.), Newcastle; and University of Newcastle (P.M., M.P., C.L.), Callaghan, Australia
| | - Andrew Bivard
- From the Acute Stroke Service (J.D., C.G.-E., F.O., M.P., C.L.), John Hunter Hospital, Newcastle, Australia; Hamad Medical Corporation (P.G.-B.), Doha, Qatar; Hunter Medical Research Institute (P.M., A.B.), Newcastle; and University of Newcastle (P.M., M.P., C.L.), Callaghan, Australia
| | - Mark Parsons
- From the Acute Stroke Service (J.D., C.G.-E., F.O., M.P., C.L.), John Hunter Hospital, Newcastle, Australia; Hamad Medical Corporation (P.G.-B.), Doha, Qatar; Hunter Medical Research Institute (P.M., A.B.), Newcastle; and University of Newcastle (P.M., M.P., C.L.), Callaghan, Australia
| | - Christopher Levi
- From the Acute Stroke Service (J.D., C.G.-E., F.O., M.P., C.L.), John Hunter Hospital, Newcastle, Australia; Hamad Medical Corporation (P.G.-B.), Doha, Qatar; Hunter Medical Research Institute (P.M., A.B.), Newcastle; and University of Newcastle (P.M., M.P., C.L.), Callaghan, Australia.
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Ryu CW, Shin HS, Park S, Suh SH, Koh JS, Choi HY. Alberta Stroke Program Early CT Score in the Prognostication after Endovascular Treatment for Ischemic Stroke: A Meta-analysis. Neurointervention 2017; 12:20-30. [PMID: 28316866 PMCID: PMC5355457 DOI: 10.5469/neuroint.2017.12.1.20] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Accepted: 02/20/2017] [Indexed: 01/19/2023] Open
Abstract
Purpose The Alberta Stroke Program Early CT Score (ASPECTS) was devised to quantify the extent of early ischemic changes in the middle cerebral artery territory on brain CT. We performed a systematic review and meta-analysis of studies that presented clinical outcomes and baseline ASPECTS in ischemic stroke patients managed with endovascular methods to validate the use of ASPECTS for risk prognostication. Materials and Methods We searched the MEDLINE, EMBASE, and Cochran databases for observational or interventional studies that reported clinical outcomes and baseline ASPECTS in ischemic stroke patients treated with endovascular methods. Data were pooled to perform a meta-analysis for comparisons of clinical outcomes between high and low ASPECTS patients. Results A meta-analysis of 13 studies (six observational and seven interventional) revealed favorable outcomes (mRS sore 0-2 at 90 days) for high baseline ASPECTS (odds ratio=2.22; 95% CI: 1.74-2.86). Conclusion High ASPECTS is a predictor of favorable outcome after endovascular therapy for ischemic stroke.
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Affiliation(s)
- Chang-Woo Ryu
- Department of Radiology, Kyung Hee University Hospital at Gangdong, School of Medicine, Kyung Hee University, Seoul, South Korea
| | - Hee Shup Shin
- Department of Neurosurgery, Kyung Hee University Hospital at Gangdong, School of Medicine, Kyung Hee University, Seoul, South Korea
| | - Soonchan Park
- Department of Radiology, Kyung Hee University Hospital at Gangdong, School of Medicine, Kyung Hee University, Seoul, South Korea
| | - Sang Hyun Suh
- Department of Radiology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Jun Seok Koh
- Department of Neurosurgery, Kyung Hee University Hospital at Gangdong, School of Medicine, Kyung Hee University, Seoul, South Korea
| | - Hye-Yeon Choi
- Department of Neurology, Kyung Hee University Hospital at Gangdong, School of Medicine, Kyung Hee University, Seoul, South Korea
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Chen Z, Churilov L, Koome M, Chen Z, Naylor J, Kwan P, Yan B. Post-Stroke Seizures Is Associated with Low Alberta Stroke Program Early CT Score. Cerebrovasc Dis 2017; 43:259-265. [DOI: 10.1159/000458449] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2016] [Accepted: 01/28/2017] [Indexed: 11/19/2022] Open
Abstract
Background: Ischemic stroke is a leading cause of new-onset seizures. Cortical ischemia and large ischemic lesion size are among the most consistently reported risk factors for post-stroke seizures. Alberta Stroke Program Early CT Score (ASPECTS) is a simple and reliable tool for quantifying the extent of cerebral ischemia and may function as a screening tool for patients with high risk of seizure development. We investigated the association of post-stroke seizures with the extent of ischemia assessed by ASPECTS and with cortical involvement identified on non-contrast CT (NCCT). Methods: This cohort study was based on a prospectively maintained clinical database of acute ischemic stroke patients who were given intravenous tissue plasminogen activator treatment. We included patients with anterior circulation stroke admitted between January 2008 and October 2014. Patients with pre-stroke seizures were excluded. Clinical data and seizure follow-up data were collected. NCCT scans acquired both on stroke admission and at 24 h were analyzed. Logistic regression and cox regression were performed in statistical analysis. Results: A total of 348 patients (median age 73 years, interquartile range [IQR] 63-80, 55% male) were included. During follow-up (median duration 559 days, IQR 107.5-1188.5 days), 22 (6.3%) patients developed post-stroke seizures. Median time from stroke to seizure onset was 138 days (IQR 10-342 days). In univariate logistic regression, both ASPECTS on admission (OR 0.69 per 1-point increase; 95% CI 0.55-0.86; p = 0.001) and at 24 h (OR 0.80 per 1-point increase; 95% CI 0.70-0.92; p = 0.002) were significantly associated with post-stroke seizures. Cortical involvement at 24 h also correlated with seizure occurrence (OR 3.01; 95% CI 1.08-8.34; p = 0.03). Cox regression confirmed the higher risk of developing seizures at any time point in patients with lower ASPECTS value and cortical ischemia. Of note, ASPECTS was the only independent predictor for post-stroke seizures in multivariate logistic regression. Conclusion: The extent of ischemia assessed by ASPECTS and cortical involvement identified on NCCT were associated with the development of post-stroke seizures.
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Schregel K, Behme D, Tsogkas I, Knauth M, Maier I, Karch A, Mikolajczyk R, Hinz J, Liman J, Psychogios MN. Effects of Workflow Optimization in Endovascularly Treated Stroke Patients - A Pre-Post Effectiveness Study. PLoS One 2016; 11:e0169192. [PMID: 28036401 PMCID: PMC5201273 DOI: 10.1371/journal.pone.0169192] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2016] [Accepted: 12/13/2016] [Indexed: 01/19/2023] Open
Abstract
Endovascular treatment of acute ischemic stroke has become standard of care for patients with large artery occlusion. Early restoration of blood flow is crucial for a good clinical outcome. We introduced an interdisciplinary standard operating procedure (SOP) between neuroradiologists, neurologists and anesthesiologists in order to streamline patient management. This study analyzes the effect of optimized workflow on periprocedural timings and its potential influence on clinical outcome. Data were extracted from a prospectively maintained university hospital stroke database. The standard operating procedure was established in February 2014. Of the 368 acute stroke patients undergoing endovascular treatment between 2008 and 2015, 278 patients were treated prior to and 90 after process optimization. Outcome measures were periprocedural time intervals and residual functional impairment. After implementation of the SOP, time from symptom onset to reperfusion was significantly reduced (median 264 min prior and 211 min after SOP-introduction (IQR 228–32 min and 161–278 min, respectively); P<0.001). Especially faster supply of imaging and prompt transfer of patients to the angiography suite contributed to this effect. Time between hospital admission and groin puncture was reduced by half after process optimization (median 64 min after versus 121 min prior to SOP-introduction (IQR 54–77 min and 96–161 min, respectively); P<0.001). Clinical outcome was significantly better after workflow optimization as measured with the modified Rankin Scale (common odds ratio (OR) 0.56; 95% CI 0.32–0.98; P = 0.038). Optimization of workflow and interdisciplinary teamwork significantly improved the outcome of patients with acute ischemic stroke due to a significant reduction of in-hospital examination, transportation, imaging and treatment times.
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Affiliation(s)
- Katharina Schregel
- Department of Neuroradiology, University Medicine Goettingen, Goettingen, Germany
- * E-mail: (MNP); (KS)
| | - Daniel Behme
- Department of Neuroradiology, University Medicine Goettingen, Goettingen, Germany
| | - Ioannis Tsogkas
- Department of Neuroradiology, University Medicine Goettingen, Goettingen, Germany
| | - Michael Knauth
- Department of Neuroradiology, University Medicine Goettingen, Goettingen, Germany
| | - Ilko Maier
- Department of Neurology, University Medicine Goettingen, Goettingen, Germany
| | - André Karch
- Department of Infectiology, Helmholtz Center for Infection Research, Braunschweig, Germany
| | - Rafael Mikolajczyk
- Department of Infectiology, Helmholtz Center for Infection Research, Braunschweig, Germany
| | - José Hinz
- Department of Anaesthesiology, University Medicine Goettingen, Goettingen, Germany
| | - Jan Liman
- Department of Neurology, University Medicine Goettingen, Goettingen, Germany
| | - Marios-Nikos Psychogios
- Department of Neuroradiology, University Medicine Goettingen, Goettingen, Germany
- * E-mail: (MNP); (KS)
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Holodinsky JK, Yu AYX, Assis ZA, Al Sultan AS, Menon BK, Demchuk AM, Goyal M, Hill MD. History, Evolution, and Importance of Emergency Endovascular Treatment of Acute Ischemic Stroke. Curr Neurol Neurosci Rep 2016; 16:42. [PMID: 27021771 DOI: 10.1007/s11910-016-0646-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
More than 800,000 people in North America suffer a stroke each year, with ischemic stroke making up the majority of these cases. The outcomes of ischemic stroke range from complete functional and cognitive recovery to severe disability and death; outcome is strongly associated with timely reperfusion treatment. Historically, ischemic stroke has been treated with intravenous thrombolytic agents with moderate success. However, five recently published positive trials have established the efficacy of endovascular treatment in acute ischemic stroke. In this review, we will discuss the history of stroke treatments moving from various intravenous thrombolytic drugs to intra-arterial thrombolysis, early mechanical thrombectomy devices, and finally modern endovascular devices. Early endovascular therapy failures, recent successes, and implications for current ischemic stroke management and future research directions are discussed.
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Affiliation(s)
- Jessalyn K Holodinsky
- Department of Community Health Sciences, Cumming School of Medicine, Health Sciences Centre, University of Calgary, HBA 2935D, 3300 Hospital Dr NW, Calgary, AB, T2N 4N1, Canada.
| | - Amy Y X Yu
- Department of Community Health Sciences, Cumming School of Medicine, Health Sciences Centre, University of Calgary, HBA 2935D, 3300 Hospital Dr NW, Calgary, AB, T2N 4N1, Canada
- Calgary Stroke Program, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Zarina A Assis
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Abdulaziz S Al Sultan
- Department of Community Health Sciences, Cumming School of Medicine, Health Sciences Centre, University of Calgary, HBA 2935D, 3300 Hospital Dr NW, Calgary, AB, T2N 4N1, Canada
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Bijoy K Menon
- Department of Community Health Sciences, Cumming School of Medicine, Health Sciences Centre, University of Calgary, HBA 2935D, 3300 Hospital Dr NW, Calgary, AB, T2N 4N1, Canada
- Calgary Stroke Program, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Andrew M Demchuk
- Calgary Stroke Program, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Mayank Goyal
- Calgary Stroke Program, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Michael D Hill
- Department of Community Health Sciences, Cumming School of Medicine, Health Sciences Centre, University of Calgary, HBA 2935D, 3300 Hospital Dr NW, Calgary, AB, T2N 4N1, Canada
- Calgary Stroke Program, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Radiology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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Gerber JC, Petrova M, Krukowski P, Kuhn M, Abramyuk A, Bodechtel U, Dzialowski I, Engellandt K, Kitzler H, Pallesen LP, Schneider H, von Kummer R, Puetz V, Linn J. Collateral state and the effect of endovascular reperfusion therapy on clinical outcome in ischemic stroke patients. Brain Behav 2016; 6:e00513. [PMID: 27688942 PMCID: PMC5036435 DOI: 10.1002/brb3.513] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2015] [Revised: 02/07/2016] [Accepted: 05/09/2016] [Indexed: 11/12/2022] Open
Abstract
PURPOSE Clinically successful endovascular therapy (EVT) in ischemic stroke requires reliable noninvasive pretherapeutic selection criteria. We investigated the association of imaging parameters including CT angiographic collaterals and degree of reperfusion with clinical outcome after EVT. METHODS In our database, we identified 93 patients with large vessel occlusion in the anterior circulation treated with EVT. Besides clinical data, we assessed the baseline Alberta Stroke Program Early CT score (ASPECTS) on noncontrast CT (NCCT) and CT angiography (CTA) source images, collaterals (CT-CS) and clot burden score (CBS) on CTA and the degree of reperfusion after EVT on angiography. Three readers, blinded to clinical information, evaluated the images in consensus. Data-driven multivariable ordinal regression analysis identified predictors of good outcome after 90 days as measured with the modified Rankin Scale. RESULTS Successful angiographic reperfusion (OR 26.50; 95%-CI 9.33-83.61) and good collaterals (OR 9.69; 95%-CI 2.28-59.27) were independent predictors of favorable outcome along with female sex (OR 0.35; 95%-CI 0.14-0.85), younger age (OR 0.88; 95%-CI 0.83-0.92) and higher NCCT ASPECTS (OR 2.54; 95%-CI 1.01-6.63). Outcome was best in patients with good collaterals and successful reperfusion, but there was no statistical interaction between collaterals and reperfusion. CONCLUSIONS CTA-collateral status was the strongest pretherapeutic predictor of favorable outcome in ischemic stroke patients treated with EVT. CTA-collaterals are thus well suited for patient selection in EVT. However, the independent effect of reperfusion on outcome tended to be stronger than that of CTA-collaterals.
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Affiliation(s)
- Johannes C Gerber
- Neuroradiology University Hospital Carl Gustav Carus Dresden Germany
| | - Marketa Petrova
- Radiology University Hospital Carl Gustav Carus Dresden Germany
| | - Pawel Krukowski
- Neuroradiology University Hospital Carl Gustav Carus Dresden Germany
| | - Matthias Kuhn
- Institute of Medical Informatics and Biometry Medizinische Fakultät Carl Gustav Carus Technische Universität Dresden Germany
| | - Andrij Abramyuk
- Neuroradiology University Hospital Carl Gustav Carus Dresden Germany
| | - Ulf Bodechtel
- Neurology University Hospital Carl Gustav Carus Dresden Germany
| | | | - Kay Engellandt
- Neuroradiology University Hospital Carl Gustav Carus Dresden Germany
| | - Hagen Kitzler
- Neuroradiology University Hospital Carl Gustav Carus Dresden Germany
| | | | - Hauke Schneider
- Neurology University Hospital Carl Gustav Carus Dresden Germany
| | | | - Volker Puetz
- Neurology University Hospital Carl Gustav Carus Dresden Germany
| | - Jennifer Linn
- Neuroradiology University Hospital Carl Gustav Carus Dresden Germany
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Hungerford JP, Hyer M, Turk AS, Turner RD, Chaudry MI, Fargen KM, Spiotta AM. Impact of ASPECT scores and infarct distribution on outcomes among patients undergoing thrombectomy for acute ischemic stroke with the ADAPT technique. J Neurointerv Surg 2016; 9:823-829. [DOI: 10.1136/neurintsurg-2016-012528] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Revised: 07/20/2016] [Accepted: 07/29/2016] [Indexed: 11/03/2022]
Abstract
ObjectiveTo investigate the associations between Alberta Stroke Program Early CT Score (ASPECTS) or distribution and sidedness of acute infarction and clinical outcomes following intervention with a direct aspiration first pass technique (ADAPT).MethodsA review was performed of patients who had undergone thrombectomy with ADAPT for emergent large vessel occlusions of the middle cerebral artery (MCA) between December 2012 and May 2015. Preintervention CT scans were reviewed by a blinded radiologist to calculate ASPECTS and determine the distribution of infarction. Clinical outcomes were compared for subsets of patients depending upon ASPECTS and regional infarction distribution (cortical, subcortical, or both).ResultsOne hundred and fifty-four patients (50% female, mean age 67) underwent thrombectomy using ADAPT for MCA emergent large vessel occlusion. The median presenting National Institute of Health Stroke Scale score was 15. Fifty-five per cent of patients had left-side occlusions. Similar good outcomes were achieved for patients with perfect and non-perfect ASPECTS (modified Rankin Scale (mRS) 0–2: 63% vs 51%, respectively; p=0.20). Similar outcomes were also achieved for patients with ‘poor’ ASPECTS (≤6) compared with those with ASPECTS >6 (mRS 0–2: 52% vs 53%, respectively; p=0.91). Regional distribution and sidedness of core infarction on preintervention CT also did not correlate with worse outcomes.ConclusionsPatients with moderate-sized core infarcts involving various distributions in either hemisphere can potentially achieve similar good outcomes compared with those with no core infarction at presentation. A treatment algorithm for acute ischemic stroke, which employs hardline ASPECTS thresholds or excludes patients with basal ganglia infarcts, might preclude patients who would potentially benefit from mechanical thrombectomy with ADAPT.
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Abstract
BACKGROUND We studied the safety of use of acute reperfusion therapies in patients with stroke- on- awakening using a computed tomographic angiography (Cta) based large vessel occlusion-good scan paradigm in clinical routine. METHODS the Cta database of the Calgary stroke program was reviewed for the period January 2003-March 2010. patients with stroke-on-awakening with large artery occlusions on Cta, who received conservative, iV thrombolytic and/or endovascular treatment at discretion of the attending stroke neurologist were analyzed. time of onset was defined by the time last seen or known to be normal. Baseline non-contrast Ct scan (nCCt) alberta Stroke program early Ct Score (aSpeCtS) > 7 was considered a good scan. hemorrhage was defined on follow-up brain imaging using eCaSS 3 criteria. independence (mrS≤2) at three months was considered a good clinical outcome. Standard descriptive statistics and multivariable analysis were done. RESULTS among 532 patients with large artery occlusions, 70 patients with stroke-on-awakening (13.1%) were identified. the median age was 69.5 (iQr 24) and 41 (58.6%) were female; 41 (58.6%) received anti-platelets only and 29 (41.4%) received thrombolytic treatment [iV-12 (17.1%), iV/ia-12 (17.1%) and ia-5(7.1%)]. unadjusted analysis showed that baseline nCCt aSpeCtS ≤ 7 (p=0.002) and higher nihSS scores (p=0.018) were associated with worse outcomes. there were no ph2 hemorrhages in the iV thrombolytic or endovascular treated group. functional outcome was not different by treatment. CONCLUSION When carefully selected using Ct –Cta, by a good scan (aSpeCtS > 7) occlusion paradigm, acute reperfusion therapies in patients with stroke-on-awakening can be performed safely in clinical routine.
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Grunwald IQ, Ragoschke-Schumm A, Kettner M, Schwindling L, Roumia S, Helwig S, Manitz M, Walter S, Yilmaz U, Greveson E, Lesmeister M, Reith W, Fassbender K. First Automated Stroke Imaging Evaluation via Electronic Alberta Stroke Program Early CT Score in a Mobile Stroke Unit. Cerebrovasc Dis 2016; 42:332-338. [DOI: 10.1159/000446861] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Accepted: 05/09/2016] [Indexed: 11/19/2022] Open
Abstract
Background: Recently, a mobile stroke unit (MSU) was shown to facilitate acute stroke treatment directly at the emergency site. The neuroradiological expertise of the MSU is improved by its ability to detect early ischemic damage via automatic electronic (e) evaluation of CT scans using a novel software program that calculates the electronic Alberta Stroke Program Early CT Score (e-ASPECTS). Methods: The feasibility of integrating e-ASPECTS into an ambulance was examined, and the clinical integration and utility of the software in 15 consecutive cases evaluated. Results: Implementation of e-ASPECTS onto the MSU and into the prehospital stroke management was feasible. The values of e-ASPECTS matched with the results of conventional neuroradiologic analysis by the MSU team. The potential benefits of e-ASPECTS were illustrated by three cases. In case 1, excluding early infarct signs supported the decision to directly perform prehospital thrombolysis. In case 2, in which stroke was caused by large-vessel occlusion, the high e-ASPECTS value supported the decision to initiate intra-arterial treatment and triage the patient to a comprehensive stroke center. In case 3, the e-ASPECTS value was 10, indicating the absence of early infarct signs despite pre-existing cerebral microangiopathy and macroangiopathy, a finding indicating the program's robustness against artefacts. Conclusions: This study on the integration of e-ASPECTS into the prehospital stroke management via a MSU showed for the first time that such integration is feasible, and aids both decision regarding the treatment option and the triage regarding the most appropriate target hospital.
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von Kummer R. Early CT Score to establish stroke treatment. Lancet Neurol 2016; 15:651-653. [DOI: 10.1016/s1474-4422(16)30032-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2016] [Accepted: 03/29/2016] [Indexed: 11/28/2022]
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Yoo AJ, Berkhemer OA, Fransen PSS, van den Berg LA, Beumer D, Lingsma HF, Schonewille WJ, Sprengers MES, van den Berg R, van Walderveen MAA, Beenen LFM, Wermer MJH, Nijeholt GJLÀ, Boiten J, Jenniskens SFM, Bot JCJ, Boers AMM, Marquering HA, Roos YBWEM, van Oostenbrugge RJ, Dippel DWJ, van der Lugt A, van Zwam WH, Majoie CBLM. Effect of baseline Alberta Stroke Program Early CT Score on safety and efficacy of intra-arterial treatment: a subgroup analysis of a randomised phase 3 trial (MR CLEAN). Lancet Neurol 2016; 15:685-694. [DOI: 10.1016/s1474-4422(16)00124-1] [Citation(s) in RCA: 87] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2015] [Revised: 02/22/2016] [Accepted: 03/11/2016] [Indexed: 11/29/2022]
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Nogueira RG, Zaidat OO, Castonguay AC, Haussen DC, Martin CO, Holloway WE, Mueller-Kronast N, English J, Linfante I, Dabus G, Malisch TW, Marden FA, Bozorgchami H, Xavier A, Rai AT, Froehler MT, Badruddin A, Nguyen TN, Taqi MA, Abraham MG, Janardhan V, Yoo AJ, Shaltoni H, Abou-Chebl A, Chen PR, Britz GW, Novakovic R, Nanda A, Kaushal R, Issa MA, Frankel MR, Gupta R. Rescue Thrombectomy in Large Vessel Occlusion Strokes Leads to Better Outcomes than Intravenous Thrombolysis Alone: A 'Real World' Applicability of the Recent Trials. INTERVENTIONAL NEUROLOGY 2016; 5:101-110. [PMID: 27781037 DOI: 10.1159/000445809] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2015] [Accepted: 02/03/2016] [Indexed: 01/17/2023]
Abstract
BACKGROUND The Interventional Management of Stroke III (IMS-III) trial demonstrated no benefit for intravenous recombinant tissue plasminogen activator (IV rt-PA) followed by endovascular therapy versus IV rt-PA alone. However, IMS-III mostly included earlier generation devices. The recent thrombectomy trials have incorporated the stent-retriever technology, but their generalizability remains unknown. METHODS The North American Solitaire Acute Stroke (NASA) registry recruited patients treated with the Solitaire FR™ device between March 2012 and February 2013. The NASA-IMS-III-Like Group (NILG baseline NIHSS score ≥10 who received IV rt-PA) was compared to the IV rt-PA and IV + intra-arterial (IA)-IMS-III groups and the MR CLEAN, ESCAPE, SWIFT Prime, and REVASCAT trial controls to assess the stent-retriever treatment in the 'real-world' setting. The NILG was also compared to non-IV rt-PA NASA patients to evaluate the impact of IV rt-PA on thrombectomy. RESULTS A total of 136 of the 354 NASA patients fulfilled criteria for the NILG. Baseline characteristics were well balanced across groups. Time from onset to puncture was higher in NILG than IV+IA-IMS-III patients (274 ± 112 vs. 208 ± 47 min, p < 0.0001). Occlusions involving the intracranial ICA, MCA-M1, or basilar arteries were more common in NILG than IV+IA-IMS-III patients (91.2 vs. 47.2%, p < 0.00001). Modified thrombolysis in cerebral infarction ≥2b reperfusion was higher in NILG than IV+IA-IMS-III patients (74.3 vs. 39.6%, p < 0.00001). A 90-day modified Rankin Scale score ≤2 was more frequent in the NILG than IV+IA-IMS-III patients (51.9 vs. 40.8%, p = 0.03) and MR CLEAN (51.9 vs. 19.1%, p < 0.00001), ESCAPE (51.9 vs. 29.3%, p = 0.0002), SWIFT Prime (51.9 vs. 35.5%, p = 0.02), and REVASCAT (51.9 vs. 28.2%, p = 0.0003) controls. Symptomatic intracranial hemorrhage definitions varied across the different studies with rates ranging from 2.7% (ESCAPE) to 11.9% (NILG). The NILG 90-day mortality (24.4%) was higher than in SWIFT Prime but comparable to all other groups. IV rt-PA was an independent predictor of good outcome in NASA (OR = 2.3, 95% CI 1.2-4.7). CONCLUSION Our results support the 'real-world' applicability of the recent thrombectomy trials.
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Affiliation(s)
- Raul G Nogueira
- Department of Neurology, Emory University School of Medicine, Atlanta, Ga., USA
| | - Osama O Zaidat
- Department of Neurology, Medical College of Wisconsin, Milwaukee, Wis., USA
| | | | - Diogo C Haussen
- Department of Neurology, Emory University School of Medicine, Atlanta, Ga., USA
| | | | | | | | - Joey English
- California Pacific Medical Center, San Francisco, Calif., USA
| | - Italo Linfante
- Division of Interventional Neuroradiology, Baptist Cardiac and Vascular Institute, Miami, Fla., USA
| | - Guilherme Dabus
- Division of Interventional Neuroradiology, Baptist Cardiac and Vascular Institute, Miami, Fla., USA
| | - Tim W Malisch
- Alexian Brothers Medical Center, Elk Grove Village, Ill., USA
| | | | | | - Andrew Xavier
- Department of Neurology, Wayne State University School of Medicine, Detroit, Mich., USA
| | - Ansaar T Rai
- Department of Radiology, West Virginia University Hospital, Morgantown, W.Va., USA
| | - Michael T Froehler
- Department of Neurology, Neurosurgery, and Radiology, Vanderbilt University Medical Center, Nashville, Tenn., USA
| | - Aamir Badruddin
- Department of Neurosurgery, Presence Saint Joseph Medical Center, Joliet, Ill., USA
| | - Thanh N Nguyen
- Department of Neurology, Boston University School of Medicine, Boston, Mass., USA
| | - M Asif Taqi
- Desert Regional Medical Center, Palm Springs, Calif., USA
| | | | | | - Albert J Yoo
- Texas Stroke Institute, Dallas Fort-Worth Metroplex, Tex., USA
| | | | - Alex Abou-Chebl
- Department of Neurology, University of Louisville Medical School, Louisville, Ky., USA
| | - Peng R Chen
- Department of Neurosurgery, University of Texas, Houston, Tex., USA
| | - Gavin W Britz
- Department of Neurosurgery, Methodist Neurological Institute, Houston, Tex., USA
| | - Roberta Novakovic
- Department of Radiology and Neurology, UT Southwestern Medical Center, Dallas, Tex., USA
| | | | | | - Mohammad A Issa
- Department of Neurology, Medical College of Wisconsin, Milwaukee, Wis., USA
| | - Michael R Frankel
- Department of Neurology, Emory University School of Medicine, Atlanta, Ga., USA
| | - Rishi Gupta
- Department of Neurosurgery, Wellstar Medical Group, Marietta., USA
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Appireddy R, Zerna C, Menon BK, Goyal M. Endovascular Interventions in Acute Ischemic Stroke: Recent Evidence, Current Challenges, and Future Prospects. Curr Atheroscler Rep 2016; 18:40. [DOI: 10.1007/s11883-016-0588-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Ouyang F, Chen Y, Zhao Y, Dang G, Liang J, Zeng J. Selection of Patients and Anesthetic Types for Endovascular Treatment in Acute Ischemic Stroke: A Meta-Analysis of Randomized Controlled Trials. PLoS One 2016; 11:e0151210. [PMID: 26953574 PMCID: PMC4783038 DOI: 10.1371/journal.pone.0151210] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2015] [Accepted: 02/23/2016] [Indexed: 12/31/2022] Open
Abstract
Background and Purpose Recent randomized controlled trials have demonstrated consistent effectiveness of endovascular treatment (EVT) for acute ischemic stroke, leading to update on stroke management guidelines. We conducted this meta-analysis to assess the efficacy and safety of EVT overall and in subgroups stratified by age, baseline stroke severity, brain imaging feature, and anesthetic type. Methods Published randomized controlled trials comparing EVT and standard medical care alone were evaluated. The measured outcomes were 90-day functional independence (modified Rankin Scale ≤2), all-cause mortality, and symptomatic intracranial hemorrhage. Results Nine trials enrolling 2476 patients were included (1338 EVT, 1138 standard medical care alone). For patients with large vessel occlusions confirmed by noninvasive vessel imaging, EVT yielded improved functional outcome (pooled odds ratio [OR], 2.02; 95% confidence interval [CI], 1.64–2.50), lower mortality (OR, 0.75; 95% CI, 0.58–0.97), and similar symptomatic intracranial hemorrhage rate (OR, 1.12; 95% CI, 0.72–1.76) compared with standard medical care. A higher proportion of functional independence was seen in patients with terminus intracranial artery occlusion (±M1) (OR, 3.16; 95% CI, 1.64–6.06), baseline Alberta Stroke Program Early CT score of 8–10 (OR, 2.11; 95% CI, 1.25–3.57) and age ≤70 years (OR, 3.01; 95% CI, 1.73–5.24). EVT performed under conscious sedation had better functional outcomes (OR, 2.08; 95% CI, 1.47–2.96) without increased risk of symptomatic intracranial hemorrhage or short-term mortality compared with general anesthesia. Conclusions Vessel-imaging proven large vessel occlusion, a favorable scan, and younger age are useful predictors to identify anterior circulation stroke patients who may benefit from EVT. Conscious sedation is feasible and safe in EVT based on available data. However, firm conclusion on the choice of anesthetic types should be drawn from more appropriate randomized controlled trials.
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Affiliation(s)
- Fubing Ouyang
- Department of Neurology and Stroke Center, the First Affiliated Hospital of Sun Yat–Sen University, Guangzhou, 510080, China
| | - Yicong Chen
- Department of Neurology and Stroke Center, the First Affiliated Hospital of Sun Yat–Sen University, Guangzhou, 510080, China
| | - Yuhui Zhao
- Department of Neurology and Stroke Center, the First Affiliated Hospital of Sun Yat–Sen University, Guangzhou, 510080, China
| | - Ge Dang
- Department of Neurology and Stroke Center, the First Affiliated Hospital of Sun Yat–Sen University, Guangzhou, 510080, China
| | - Jiahui Liang
- Department of Neurology and Stroke Center, the First Affiliated Hospital of Sun Yat–Sen University, Guangzhou, 510080, China
| | - Jinsheng Zeng
- Department of Neurology and Stroke Center, the First Affiliated Hospital of Sun Yat–Sen University, Guangzhou, 510080, China
- * E-mail:
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Herweh C, Ringleb PA, Rauch G, Gerry S, Behrens L, Möhlenbruch M, Gottorf R, Richter D, Schieber S, Nagel S. Performance of e-ASPECTS software in comparison to that of stroke physicians on assessing CT scans of acute ischemic stroke patients. Int J Stroke 2016; 11:438-45. [PMID: 26880058 DOI: 10.1177/1747493016632244] [Citation(s) in RCA: 111] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2015] [Accepted: 11/12/2015] [Indexed: 01/18/2023]
Abstract
BACKGROUND The Alberta Stroke Program Early CT score (ASPECTS) is an established 10-point quantitative topographic computed tomography scan score to assess early ischemic changes. We compared the performance of the e-ASPECTS software with those of stroke physicians at different professional levels. METHODS The baseline computed tomography scans of acute stroke patients, in whom computed tomography and diffusion-weighted imaging scans were obtained less than two hours apart, were retrospectively scored by e-ASPECTS as well as by three stroke experts and three neurology trainees blinded to any clinical information. The ground truth was defined as the ASPECTS on diffusion-weighted imaging scored by another two non-blinded independent experts on consensus basis. Sensitivity and specificity in an ASPECTS region-based and an ASPECTS score-based analysis as well as receiver-operating characteristic curves, Bland-Altman plots with mean score error, and Matthews correlation coefficients were calculated. Comparisons were made between the human scorers and e-ASPECTS with diffusion-weighted imaging being the ground truth. Two methods for clustered data were used to estimate sensitivity and specificity in the region-based analysis. RESULTS In total, 34 patients were included and 680 (34 × 20) ASPECTS regions were scored. Mean time from onset to computed tomography was 172 ± 135 min and mean time difference between computed tomographyand magnetic resonance imaging was 41 ± 31 min. The region-based sensitivity (46.46% [CI: 30.8;62.1]) of e-ASPECTS was better than three trainees and one expert (p ≤ 0.01) and not statistically different from another two experts. Specificity (94.15% [CI: 91.7;96.6]) was lower than one expert and one trainee (p < 0.01) and not statistically different to the other four physicians. e-ASPECTS had the best Matthews correlation coefficient of 0.44 (experts: 0.38 ± 0.08 and trainees: 0.19 ± 0.05) and the lowest mean score error of 0.56 (experts: 1.44 ± 1.79 and trainees: 1.97 ± 2.12). CONCLUSION e-ASPECTS showed a similar performance to that of stroke experts in the assessment of brain computed tomographys of acute ischemic stroke patients with the Alberta Stroke Program Early CT score method.
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Affiliation(s)
- Christian Herweh
- Department of Neuroradiology, University Hospital Heidelberg, Germany
| | - Peter A Ringleb
- Department of Neurology, University Hospital Heidelberg, Germany
| | - Geraldine Rauch
- Institute of Medical Biometry and Informatics, University of Heidelberg, Germany
| | - Steven Gerry
- Centre for Statistics in Medicine, University of Oxford, United Kingdom
| | - Lars Behrens
- Department of Neuroradiology, University Hospital Heidelberg, Germany
| | | | - Rebecca Gottorf
- Department of Neurology, University Hospital Heidelberg, Germany
| | - Daniel Richter
- Department of Neurology, University Hospital Heidelberg, Germany
| | - Simon Schieber
- Department of Neurology, University Hospital Heidelberg, Germany
| | - Simon Nagel
- Department of Neurology, University Hospital Heidelberg, Germany
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