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D'Anna L, Abu-Rumeileh S, Merlino G, Ornello R, Foschi M, Diana F, Barba L, Mastrangelo V, Romoli M, Lobotesis K, Bax F, Kuris F, Valente M, Otto M, Korompoki E, Sacco S, Gigli GL, Nguyen TN, Banerjee S. Safety and Outcomes of Mechanical Thrombectomy in Acute Ischemic Stroke Attributable to Cardiological Diseases: A Scoping Review. J Am Heart Assoc 2024:e034783. [PMID: 38874062 DOI: 10.1161/jaha.124.034783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/15/2024]
Abstract
There is limited evidence on the outcomes and safety of mechanical thrombectomy (MT) among patients with acute ischemic stroke (AIS) in the context of cardiac diseases. Our study reviews MT in AIS within the context of cardiac diseases, aiming to identify existing and emerging needs and gaps. PubMed and Scopus were searched until December 31, 2023, using a combination of cardiological diseases and "mechanical thrombectomy" or "endovascular treatment" as keywords. Study design included case reports/series, observational studies, randomized clinical trials, and meta-analyses/systematic reviews. We identified 943 articles, of which 130 were included in the review. Results were categorized according to the cardiac conditions. MT shows significant benefits in patients with atrial fibrillation (n=139) but lacks data for stroke occurring after percutaneous coronary intervention (n=2) or transcatheter aortic valve implantation (n=5). MT is beneficial in AIS attributable to infective endocarditis (n=34), although functional benefit may be limited. Controversy surrounds the functional outcomes and mortality of patients with AIS with heart failure undergoing MT (n=11). Despite technical challenges, MT appears feasible in aortic dissection cases (n=4), and in patients with left ventricular assist device or total artificial heart (n=10). Data on AIS attributable to congenital heart disease (n=4) primarily focus on pediatric cases requiring technical modifications. Treatment outcomes of MT in patients with cardiac tumors (n=8) vary because of clot consistency differences. After cardiac surgery stroke, MT may improve outcomes with early intervention (n=13). Available data outline the feasibility of MT in patients with AIS attributable to large-vessel occlusion in the context of cardiac diseases.
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Affiliation(s)
- Lucio D'Anna
- Department of Stroke and Neuroscience Charing Cross Hospital, Imperial College London NHS Healthcare Trust London United Kingdom
- Department of Brain Sciences Imperial College London London United Kingdom
| | - Samir Abu-Rumeileh
- Department of Neurology Martin-Luther-University Halle-Wittenberg Halle (Saale) Germany
| | - Giovanni Merlino
- Stroke Unit and Clinical Neurology Udine University Hospital Udine Italy
| | - Raffaele Ornello
- Department of Biotechnological and Applied Clinical Sciences University of L'Aquila L'Aquila Italy
| | - Matteo Foschi
- Department of Biotechnological and Applied Clinical Sciences University of L'Aquila L'Aquila Italy
| | - Francesco Diana
- Interventional Neuroradiology Vall d'Hebron University Hospital Barcelona Catalunya Spain
| | - Lorenzo Barba
- Department of Neurology Martin-Luther-University Halle-Wittenberg Halle (Saale) Germany
| | | | - Michele Romoli
- Neurology and Stroke Unit, Department of Neuroscience Bufalini Hospital, Azienda Unità Sanitaria Locale Romagna Cesena Italy
| | - Kyriakos Lobotesis
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London NHS Healthcare Trust London United Kingdom
| | - Francesco Bax
- Philip Kistler Research Center, Department of Neurology Massachusetts General Hospital and Harvard Medical School Boston MA USA
| | - Fedra Kuris
- Stroke Unit and Clinical Neurology Udine University Hospital Udine Italy
| | - Mariarosaria Valente
- Clinical Neurology Udine University Hospital and Dipartmento di Area Medica, University of Udine Udine Italy
| | - Markus Otto
- Department of Neurology Martin-Luther-University Halle-Wittenberg Halle (Saale) Germany
| | - Eleni Korompoki
- Department of Brain Sciences Imperial College London London United Kingdom
| | - Simona Sacco
- Department of Biotechnological and Applied Clinical Sciences University of L'Aquila L'Aquila Italy
| | - Gian Luigi Gigli
- Stroke Unit and Clinical Neurology Udine University Hospital Udine Italy
| | - Thanh N Nguyen
- Department of Neurology, Radiology Boston Medical Center Boston MA USA
| | - Soma Banerjee
- Department of Stroke and Neuroscience Charing Cross Hospital, Imperial College London NHS Healthcare Trust London United Kingdom
- Department of Brain Sciences Imperial College London London United Kingdom
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Bao Q, Huang X, Wu X, Huang H, Zhang X, Yang M. Safety and efficacy of intravenous thrombolysis before mechanical thrombectomy in patients with atrial fibrillation. Syst Rev 2024; 13:118. [PMID: 38689365 PMCID: PMC11061942 DOI: 10.1186/s13643-024-02532-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 04/13/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND Intravenous thrombolysis (IVT) before endovascular thrombectomy (EVT) is the standard treatment for patients with acute ischemic stroke caused by large vessel occlusion (AIS-LVO). However, the efficacy and safety of IVT before EVT in AIS-LVO patients with atrial fibrillation (AF) remains controversial. Thus, this study aims to assess the benefit of IVT plus EVT and direct EVT alone in AIS-LVO patients with AF. METHOD Relevant studies that evaluated the outcomes of IVT plus EVT versus direct EVT alone in AIS-LVO patients with AF were systematically searched in PubMed, Embase, and Cochrane Library from inception to August 10, 2023. The outcomes included successful reperfusion (score of 2b to 3 for thrombolysis in cerebral infarction), symptomatic intracerebral hemorrhage (sICH), good clinical outcome (modified Rankin scale score ≤ 2) at 3 months, and 3-month mortality. RESULT Eight eligible observational studies involving 6998 (3827 in the IVT plus EVT group and 3171 in the direct EVT group) patients with AIS-LVO complicated by AF were included. Compared with direct EVT, IVT plus EVT resulted in better 3-month clinical outcomes (odds ratio [OR] 1.27, 95% confidence interval [CI] 1.05-1.54) and lower 3-month mortality (OR 0.78, 95% CI 0.68-0.88). However, the incidence of sICH (OR 1.26, 95% CI 0.91-1.75) and the rate of successful reperfusion (OR 0.98, 95% CI 0.83-1.17) were not significantly different between treatment modalities. CONCLUSION IVT plus EVT leads to better functional outcomes and lower mortality in AIS-LVO patients with AF. Withholding IVT plus EVT from patients with AF alone may not be justified.
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Affiliation(s)
- Qiangji Bao
- Department of Neurosurgery, Guang'an People's Hospital, Guang'an, Sichuan, China
| | - Xiaodong Huang
- Department of Neurosurgery, Taihe Hospital Affiliated Hospital of Hubei University of Medicine, Shiyan, Hubei, China
| | - Xinting Wu
- Department of Anesthesia, Guang'an People's Hospital, Guang'an, Sichuan, 638000, China
| | - Hao Huang
- Department of Neurosurgery, Guang'an People's Hospital, Guang'an, Sichuan, China
| | - Xiaoqiang Zhang
- Department of Neurosurgery, Guang'an People's Hospital, Guang'an, Sichuan, China.
| | - Mingfei Yang
- Department of Neurosurgery, Qinghai Provincial People's Hospital, Xining, Qinghai, 810007, China.
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Zheng W, Tang Y, Lin H, Huang H, Lei H, Lin H, Huang Y, Lin X, Liu N, Du H. Atrial Fibrillation and Clinical Outcomes of Endovascular Thrombectomy for Acute Ischemic Stroke: A Meta-Analysis of Adjusted Effect Estimates. J Am Heart Assoc 2023; 12:e031733. [PMID: 38108252 PMCID: PMC10863768 DOI: 10.1161/jaha.123.031733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 11/08/2023] [Indexed: 12/19/2023]
Abstract
BACKGROUND The impact of atrial fibrillation (AF) on the clinical outcomes in patients with acute ischemic stroke (AIS) who received endovascular thrombectomy remains unclear. We aimed to perform a meta-analysis of adjusted effect estimates to examine the association between the presence of AF and the clinical outcomes in patients with AIS who received endovascular thrombectomy. METHODS AND RESULTS We searched PubMed, Embase, and the Cochrane database between January 1, 2013 and July 10, 2023. Data were meta-analyzed to compare the outcomes among patients with AIS with and without AF who received endovascular thrombectomy. Our primary outcome was 90-day functional independence defined as a modified Rankin Scale score of 0 to 2. Secondary outcomes included excellent independence (90-day modified Rankin Scale score of 0-1), 90-day mortality, symptomatic intracranial hemorrhage, and any intracranial hemorrhage. Eighteen observational studies comprising 16 096 patients with AIS (mean age, 70.1 years; women, 48.2%; 6862 with AF versus 9234 without AF) were included. There were no statistically significant differences for modified Rankin Scale score of 0 to 2 (pooled odds ratio [OR], 1.14 [95% CI, 0.95-1.37]; [95% prediction interval [PI], 0.72-1.80]), mortality (OR, 0.92 [95% CI, 0.79-1.08]; [95% PI, 0.77-1.11]), symptomatic intracranial hemorrhage (OR, 0.97 [95% CI, 0.71-1.32]; [95% PI, 0.43-2.17]), and any intracranial hemorrhage (OR, 1.08 [95% CI, 0.91-1.28]; [95% PI, 0.74-1.58]) among patients with AIS with and without AF. CONCLUSIONS This meta-analysis detected no significant differences in 90-day functional outcomes, mortality, and intracerebral hemorrhage risk after endovascular thrombectomy in patients with AIS with and without AF. REGISTRATION URL: https://www.crd.york.ac.uk/prospero; Unique identifier: CRD 42021293511.
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Affiliation(s)
- Wei Zheng
- Department of NeurologyFujian Provincial Geriatric HospitalFuzhouChina
- Fujian Medical University Teaching HospitalFuzhouChina
| | - Yi Tang
- Department of NeurologyFujian Provincial Geriatric HospitalFuzhouChina
- Fujian Medical University Teaching HospitalFuzhouChina
| | - Huajing Lin
- Department of NeurologyFujian Provincial Geriatric HospitalFuzhouChina
- Fujian Medical University Teaching HospitalFuzhouChina
| | - Huapin Huang
- Stroke Research Center, Department of NeurologyFujian Medical University Union HospitalFuzhouFujianChina
- Institute of Clinical Neurology, Fujian Medical UniversityFuzhouChina
| | - Hanhan Lei
- Stroke Research Center, Department of NeurologyFujian Medical University Union HospitalFuzhouFujianChina
| | - Huiying Lin
- Stroke Research Center, Department of NeurologyFujian Medical University Union HospitalFuzhouFujianChina
| | - Ying Huang
- Department of NeurologyFujian Provincial Geriatric HospitalFuzhouChina
- Fujian Medical University Teaching HospitalFuzhouChina
| | - Xiaojuan Lin
- Department of NeurologyFujian Provincial Geriatric HospitalFuzhouChina
- Fujian Medical University Teaching HospitalFuzhouChina
| | - Nan Liu
- Stroke Research Center, Department of NeurologyFujian Medical University Union HospitalFuzhouFujianChina
- Institute of Clinical Neurology, Fujian Medical UniversityFuzhouChina
- Department of RehabilitationFujian Medical University Union HospitalFuzhouFujianChina
| | - Houwei Du
- Stroke Research Center, Department of NeurologyFujian Medical University Union HospitalFuzhouFujianChina
- Institute of Clinical Neurology, Fujian Medical UniversityFuzhouChina
- Department of RehabilitationFujian Medical University Union HospitalFuzhouFujianChina
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Patel J, Bhaskar SMM. Diagnosis and Management of Atrial Fibrillation in Acute Ischemic Stroke in the Setting of Reperfusion Therapy: Insights and Strategies for Optimized Care. J Cardiovasc Dev Dis 2023; 10:458. [PMID: 37998516 PMCID: PMC10672610 DOI: 10.3390/jcdd10110458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 10/25/2023] [Accepted: 11/10/2023] [Indexed: 11/25/2023] Open
Abstract
Reperfusion therapy in the form of intravenous thrombolysis (IVT) and endovascular thrombectomy (EVT) has revolutionised the field of stroke medicine. Atrial fibrillation (AF) patients constitute a major portion of the overall stroke population; however, the prevalence of AF amongst acute ischemic stroke (AIS) patients receiving reperfusion therapy remains unclear. Limitations in our understanding of prevalence in this group of patients are exacerbated by difficulties in appropriately diagnosing AF. Additionally, the benefits of reperfusion therapy are not consistent across all subgroups of AIS patients. More specifically, AIS patients with AF often tend to have poor prognoses despite treatment relative to those without AF. This article aims to present an overview of the diagnostic and therapeutic management of AF and how it mediates outcomes following stroke, most specifically in AIS patients treated with reperfusion therapy. We provide unique insights into AF prevalence and outcomes that could allow healthcare professionals to optimise the treatment and prognosis for AIS patients with AF. Specific indications on acute neurovascular management and secondary stroke prevention in AIS patients with AF are also discussed.
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Affiliation(s)
- Jay Patel
- Global Health Neurology Lab, Sydney 2150, Australia
- South Western Sydney Clinical Campuses, UNSW Medicine and Health, University of New South Wales (UNSW), Sydney 2170, Australia
- Ingham Institute for Applied Medical Research, Neurovascular Imaging Laboratory, Clinical Sciences Stream, Sydney 2170, Australia
| | - Sonu M. M. Bhaskar
- Global Health Neurology Lab, Sydney 2150, Australia
- Ingham Institute for Applied Medical Research, Neurovascular Imaging Laboratory, Clinical Sciences Stream, Sydney 2170, Australia
- NSW Brain Clot Bank, NSW Health Pathology, Sydney 2170, Australia
- Department of Neurology & Neurophysiology, Liverpool Hospital, South Western Sydney Local Health District (SWSLHD), Sydney 2170, Australia
- Department of Neurology, National Cerebral and Cardiovascular Center (NCVC), Suita 564-8565, Osaka, Japan
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Patel J, Bhaskar SMM. Atrial Fibrillation and Reperfusion Therapy in Acute Ischaemic Stroke Patients: Prevalence and Outcomes-A Comprehensive Systematic Review and Meta-Analysis. Neurol Int 2023; 15:1014-1043. [PMID: 37755356 PMCID: PMC10537209 DOI: 10.3390/neurolint15030065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 08/23/2023] [Accepted: 08/24/2023] [Indexed: 09/28/2023] Open
Abstract
Atrial fibrillation (AF) significantly contributes to acute ischaemic stroke (AIS), yet its precise influence on clinical outcomes post-intravenous thrombolysis (IVT) and post-endovascular thrombectomy (EVT) has remained elusive. Furthermore, the overall prevalence of AF in AIS patients undergoing reperfusion therapy has not been clearly determined. Employing random-effects meta-analyses, this research aimed to estimate the pooled prevalence of AF among AIS patients undergoing reperfusion therapy, while also examining the association between AF and clinical outcomes such as functional outcomes, symptomatic intracerebral haemorrhage (sICH) and mortality. Studies comparing AF and non-AF patient groups undergoing reperfusion therapy were identified and included following an extensive database search. Forty-nine studies (n = 66,887) were included. Among IVT patients, the prevalence of AF was 31% (Effect Size [ES] 0.31 [95%CI 0.28-0.35], p < 0.01), while in EVT patients, it reached 42% (ES 0.42 [95%CI 0.38-0.46], p < 0.01), and in bridging therapy (BT) patients, it stood at 36% (ES 0.36 [95%CI 0.28-0.43], p < 0.01). AF was associated with significantly lower odds of favourable 90-day functional outcomes post IVT (Odds Ratio [OR] 0.512 [95%CI 0.376-0.696], p < 0.001), but not post EVT (OR 0.826 [95%CI 0.651-1.049], p = 0.117). Our comprehensive meta-analysis highlights the varying prevalence of AF among different reperfusion therapies and its differential impact on patient outcomes. The highest pooled prevalence of AF was observed in EVT patients, followed by BT and IVT patients. Interestingly, our analysis revealed that AF was significantly associated with poorer clinical outcomes following IVT. Such an association was not observed following EVT.
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Affiliation(s)
- Jay Patel
- Global Health Neurology Lab., Sydney, NSW 2150, Australia
- South Western Sydney Clinical Campuses, University of New South Wales (UNSW) Medicine and Health, UNSW Sydney, Sydney, NSW 2170, Australia
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, NSW 2170, Australia
| | - Sonu M. M. Bhaskar
- Global Health Neurology Lab., Sydney, NSW 2150, Australia
- Neurovascular Imaging Laboratory, Clinical Sciences Stream, Ingham Institute for Applied Medical Research, Sydney, NSW 2170, Australia
- NSW Brain Clot Bank, NSW Health Pathology, Sydney, NSW 2170, Australia
- Department of Neurology & Neurophysiology, Liverpool Hospital & South Western Sydney Local Health District (SWSLHD), Sydney, NSW 2170, Australia
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Wu W, Pitton Rissardo J, Nguyen TN, Mofatteh M, Wei H, Liebeskind DS, Yang S, Li W, Pan W, Zhou S, Lai Y, Gao J, Wang J, Ouyang Z, Mai Y, Meng H, Chen Y, Liao X. Effect of atrial fibrillation on outcomes in patients with anterior circulation occlusion stroke receiving endovascular therapy. Front Aging Neurosci 2023; 15:1160265. [PMID: 37396665 PMCID: PMC10311510 DOI: 10.3389/fnagi.2023.1160265] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 05/30/2023] [Indexed: 07/04/2023] Open
Abstract
Objective Atrial fibrillation is one of the major risk factors of ischemic stroke. Endovascular thrombectomy (EVT) has become the standard treatment for acute ischemic stroke with large vessel occlusion. However, data regarding the impact of AF on the outcome of patients with acute ischemic stroke treated with mechanical thrombectomy are controversial. The aim of our study was to determine whether atrial fibrillation modifies the functional outcome of patients with anterior circulation acute ischemic stroke receiving EVT. Methods We reviewed 273 eligible patients receiving EVT from January 2019 to January 2022 from 3 comprehensive Chinese stroke centers, of whom 221 patients were recruited. Demographics, clinical, radiological and treatment characteristics, safety outcomes, and functional outcomes were collected. Modified Rankin scale (mRS) score ≤ 2 at 90 days was defined as a good functional outcome. Results In our cohort, 79 patients (35.74%) were eventually found to have AF. Patients with AF were elder (70.08 ± 11.72 vs. 61.82 ± 13.48 years, p = 0.000) and less likely to be males (54.43 vs. 73.94%, p = 0.03). The significant reperfusion rate (modified thrombolysis in cerebral infarction 2b-3) was 73.42 and 83.80% in patients with and without AF, respectively (p = 0.064). The good functional outcome (90-day modified Rankin scale: 0 to 2) rate was 39.24 and 44.37% in patients with and without AF, respectively (p = 0.460) after adjusting multiple confounding factors. There was no difference in the presence of symptomatic intracerebral hemorrhage between the two groups (10.13 vs. 12.68%, p = 0.573). Conclusion Despite their older age, AF patients achieved similar outcomes as non-AF patients with anterior circulation occlusion treated with endovascular therapy.
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Affiliation(s)
- Weijuan Wu
- Department of Neurology and Advanced National Stroke Center, Foshan Sanshui District People’s Hospital, Foshan, China
| | | | - Thanh N. Nguyen
- Department of Neurology, Radiology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, United States
| | - Mohammad Mofatteh
- School of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast, Belfast, United Kingdom
| | - Hongquan Wei
- Department of 120 Emergency Command Center, Foshan Sanshui District People’s Hospital, Foshan, Guangdong, China
| | - David S. Liebeskind
- UCLA Stroke Center and Department of Neurology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Shuiquan Yang
- Department of Neurology and Advanced National Stroke Center, Foshan Sanshui District People’s Hospital, Foshan, China
| | - Wanquan Li
- Department of Internal Medicine-Cardiovascular, Foshan Sanshui District People’s Hospital, Foshan, Guangdong, China
| | - Wanling Pan
- Department of Internal Medicine-Cardiovascular, Foshan Sanshui District People’s Hospital, Foshan, Guangdong, China
| | - Sijie Zhou
- Department of Neurosurgery, First People’s Hospital of Foshan, Foshan, Guangdong, China
| | - Yuzheng Lai
- Department of Neurology, Guangdong Provincial Hospital of Integrated Traditional Chinese and Western Medicine (Nanhai District Hospital of Traditional Chinese Medicine of Foshan City), Foshan, Guangdong, China
| | - Jianfang Gao
- Department of Research and Education, Foshan Sanshui District People’s Hospital, Foshan, China
| | - Jian Wang
- Department of Research and Education, Foshan Sanshui District People’s Hospital, Foshan, China
| | - Ziqi Ouyang
- Department of Neurosurgery and Advanced National Stroke Center, Foshan Sanshui District People’s Hospital, Foshan, Guangdong, China
| | - Yuzhen Mai
- Department of Neurology, Guangzhou Eighth People’s Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Heng Meng
- Department of Neurology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Yimin Chen
- Department of Neurology and Advanced National Stroke Center, Foshan Sanshui District People’s Hospital, Foshan, China
- Neuro International Collaboration (NIC), Foshan, China
| | - Xuxing Liao
- Department of Neurosurgery, First People’s Hospital of Foshan, Foshan, Guangdong, China
- Department of Neurosurgery and Advanced National Stroke Center, Foshan Sanshui District People’s Hospital, Foshan, Guangdong, China
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Liu Z, Zhang R, Ouyang K, Hou B, Cai Q, Xie Y, Liu Y. Predicting functional outcome in acute ischemic stroke patients after endovascular treatment by machine learning. Transl Neurosci 2023; 14:20220324. [PMID: 38035150 PMCID: PMC10685342 DOI: 10.1515/tnsci-2022-0324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 11/01/2023] [Accepted: 11/03/2023] [Indexed: 12/02/2023] Open
Abstract
Background Endovascular therapy (EVT) was the standard treatment for acute ischemic stroke with large vessel occlusion. Prognosis after EVT is always a major concern. Here, we aimed to explore a predictive model for patients after EVT. Method A total of 156 patients were retrospectively enrolled. The primary outcome was functional dependence (defined as a 90-day modified Rankin Scale score ≤ 2). Least absolute shrinkage and selection operator and univariate logistic regression were used to select predictive factors. Various machine learning algorithms, including multivariate logistic regression, linear discriminant analysis, support vector machine, k-nearest neighbors, and decision tree algorithms, were applied to construct prognostic models. Result Six predictive factors were selected, namely, age, baseline National Institute of Health Stroke Scale (NIHSS) score, Alberta Stroke Program Early CT (ASPECT) score, modified thrombolysis in cerebral infarction score, symptomatic intracerebral hemorrhage (sICH), and complications (pulmonary infection, gastrointestinal bleeding, and cardiovascular events). Based on these variables, various models were constructed and showed good discrimination. Finally, a nomogram was constructed by multivariate logistic regression and showed a good performance. Conclusion Our nomogram, which was composed of age, baseline NIHSS score, ASPECT score, recanalization status, sICH, and complications, showed a very good performance in predicting outcome after EVT.
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Affiliation(s)
- Zhenxing Liu
- Department of Neurology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuchang District, 430071, Wuhan, Hubei, China
- Department of Neurology, Yiling Hospital of Yichang City, 443100, Yichang, Hubei, China
| | - Renwei Zhang
- Department of Neurology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuchang District, 430071, Wuhan, Hubei, China
| | - Keni Ouyang
- Department of Neurology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuchang District, 430071, Wuhan, Hubei, China
- Department of Neurology, Wuhan Fourth Hospital, 430033, Wuhan, Hubei, China
| | - Botong Hou
- Department of Neurology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuchang District, 430071, Wuhan, Hubei, China
- Department of Neurology, Wuhan Fourth Hospital, 430033, Wuhan, Hubei, China
| | - Qi Cai
- Department of Neurology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuchang District, 430071, Wuhan, Hubei, China
| | - Yu Xie
- Department of Neurology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuchang District, 430071, Wuhan, Hubei, China
| | - Yumin Liu
- Department of Neurology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuchang District, 430071, Wuhan, Hubei, China
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