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Xiao X, Luo Z, Peng M, Yan H, Yi D, Du Z, Liu J. Expression profile of circulating miRNAs in patients with atrial fibrillation-dominated cardioembolic stroke: A systematic review and bioinformatics analysis. Heliyon 2024; 10:e35201. [PMID: 39166047 PMCID: PMC11334639 DOI: 10.1016/j.heliyon.2024.e35201] [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: 08/17/2022] [Revised: 07/23/2024] [Accepted: 07/24/2024] [Indexed: 08/22/2024] Open
Abstract
Background Cardioembolic stroke is a type of ischemic stroke with high disability and mortality, a high recurrence rate and poor prognosis. miRNAs have been explored as potential noninvasive biomarkers in atrial fibrillation and ischemic stroke, but their expression profile in cardioembolic stroke still needs to be explored. This study will explore the differences in miRNA expression between cardioembolic stroke patients and healthy people through meta-analysis and attempt to analyze the target genes by bioinformatics analysis. Methods Literature databases and gene expression databases were searched from the inception date to June 2022. The study reported the circulating miRNA expression profiles in cardioembolic stroke patients and healthy controls. miRNAs with significantly differential expression and their target genes were analyzed. Results Three articles and one gene expression dataset were included in the analysis. The results showed that miR-21-5p (SMD: 2.16; 95 % CI: 1.57, 2.75; p < 0.001), miR-943, miR-145-3p, and miR-3148 were upregulated in cardioembolic stroke patients compared with controls. The downregulated miRNAs included miR-3136-5p, miR-2277-5p, and miR-2277-3p. The area under the receiver operating characteristic curve of miR-21-5p for cardioembolic stroke was 0.975 (0.933-0.989). For the enrichment results, the target genes of upregulated miRNAs were enriched in the MAPK signaling pathway, Ras signaling pathway, etc. The target genes of downregulated miRNAs were also enriched in the Ras signaling pathway. Conclusions This study suggested that circulating miR-21-5p is upregulated in cardioembolic stroke patients compared to healthy controls. The Ras signaling pathway plays an important role in pathogenesis according to enrichment analysis.
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Affiliation(s)
- Xiangbin Xiao
- Corresponding author. No. 196, Hospital Road, Jianyang City, Sichuan Province, 641400, China.
| | | | - Minjian Peng
- Cardiovascular Department, The People's Hospital of Jianyang City, Chengdu, Sichuan Province, China
| | - Hui Yan
- Cardiovascular Department, The People's Hospital of Jianyang City, Chengdu, Sichuan Province, China
| | - Dengliang Yi
- Cardiovascular Department, The People's Hospital of Jianyang City, Chengdu, Sichuan Province, China
| | - Zigang Du
- Cardiovascular Department, The People's Hospital of Jianyang City, Chengdu, Sichuan Province, China
| | - Ji Liu
- Cardiovascular Department, The People's Hospital of Jianyang City, Chengdu, Sichuan Province, China
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Ben Amor S, Achour A, Elhraiech A, Jarrar E, Ghali H, Ameur OB, Amara N, Hassine A, Saied H, Neffati E, Smadja D. A Simple Score for Predicting Paroxysmal Atrial Fibrillation in Patients with Embolic Stroke of Undetermined Source in a Tunisian Cohort Study. Curr Neurovasc Res 2024; 21:116-122. [PMID: 38321906 DOI: 10.2174/0115672026301430240201094411] [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: 12/30/2023] [Revised: 01/31/2024] [Accepted: 02/04/2024] [Indexed: 02/08/2024]
Abstract
BACKGROUND The annualized recurrent stroke rate in patients with Embolic Stroke of Undetermined Source (ESUS) under antiplatelet therapy is around 4.5%. Only a fraction of these patients will develop atrial fibrillation (FA), to which a stroke can be attributed retrospectively. The challenge is to identify patients at risk of occult AF during follow-up. OBJECTIVE This work aims to determine clinical factors and electrocardiographic and ultrasound parameters that can predict occult AF in patients with ESUS and build a simple predictive score applicable worldwide. METHODS This is a single-center, registry-based retrospective study conducted at the stroke unit of Sahloul University Hospital, Sousse, Tunisia, between January 2016 and December 2020. Consecutive patients meeting ESUS criteria were monitored for a minimum of one year, with a standardized follow-up consisting of outpatient visits, including ECG every three months and a new 24-hour Holter monitoring in case of palpitations. We performed multivariate stepwise regression to identify predictors of new paroxysmal AF among initial clinical, electrocardiographic (ECG and 24-hour Holter monitoring) and echocardiographic parameters. The coefficient of each independent covariate of the fitted multivariable model was used to generate an integerbased point-scoring system. RESULTS Three hundred patients met the criteria for ESUS. Among them, 42 (14%) patients showed at least one episode of paroxysmal AF during a median follow-up of two years. In univariate analysis, age, gender, coronary artery disease, history of ischemic stroke, higher NIHSS at admission and lower NIHSS at discharge, abnormal P-wave axis, prolonged P-wave duration, premature atrial contractions (PAC) frequency of more than 500/24 hours, and left atrial (LA) mean area of more than 20 cm2 were associated with the risk of occurrence of paroxysmal AF. We proposed an AF predictive score based on (1.771 x NIHSS score at admission) + (10.015 x P-wave dispersion; coded 1 if yes and 0 if no) + (9.841x PAC class; coded 1 if ≥500 and 0 if no) + (9.828x LA class surface; coded 1 if ≥20 and 0 if no) + (0.548xNIHSS score at discharge) + 0.004. A score of ≥33 had a sensitivity of 76% and a specificity of 93%. CONCLUSION In this cohort of patients with ESUS, NIHSS at both admission and discharge, Pwave dispersion, PAC≥500/24h on a 24-hour Holter monitoring, and LA surface area≥20 cm2 provide a simple AF predictive score with very reasonable sensitivity and specificity and is applicable almost worldwide. An external validation of this score is ongoing.
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Affiliation(s)
- Sana Ben Amor
- Stroke Unit, Department of Neurology, Centre Hospitalier Sahloul, Sousse, Tunisia
- Faculty of medicine Ibn El Jazzar, University of Sousse, Sousse, Tunisia
| | - Assil Achour
- Cardiology Department, Centre Hospitalier Sahloul, Sousse, Tunisia
- Faculty of medicine Ibn El Jazzar, University of Sousse, Sousse, Tunisia
| | - Aymen Elhraiech
- Department of Cardiology, Centre Hospitalier Sahloul, Sousse, Tunisia
- Faculty of medicine Ibn El Jazzar, University of Sousse, Sousse, Tunisia
| | - Emna Jarrar
- Stroke Unit, Department of Neurology, Centre Hospitalier Sahloul, Sousse, Tunisia
- Faculty of medicine Ibn El Jazzar, University of Sousse, Sousse, Tunisia
| | - Hela Ghali
- Department of Prevention and Security of Care, Sahloul University Hospital, Sousse, Tunisia
- Faculty of medicine Ibn El Jazzar, University of Sousse, Sousse, Tunisia
| | - Ons Ben Ameur
- Stroke Unit, Department of Neurology, Centre Hospitalier Sahloul, Sousse, Tunisia
- Faculty of medicine Ibn El Jazzar, University of Sousse, Sousse, Tunisia
| | - Nesrine Amara
- Stroke Unit, Department of Neurology, Centre Hospitalier Sahloul, Sousse, Tunisia
- Faculty of medicine Ibn El Jazzar, University of Sousse, Sousse, Tunisia
| | - Anis Hassine
- Stroke Unit, Department of Neurology, Centre Hospitalier Sahloul, Sousse, Tunisia
- Faculty of medicine Ibn El Jazzar, University of Sousse, Sousse, Tunisia
| | - Houyem Saied
- Department of Cardiology, Centre Hospitalier Sahloul, Sousse, Tunisia
- Faculty of medicine Ibn El Jazzar, University of Sousse, Sousse, Tunisia
| | - Eleys Neffati
- Department of Cardiology, Centre Hospitalier Sahloul, Sousse, Tunisia
- Faculty of medicine Ibn El Jazzar, University of Sousse, Sousse, Tunisia
| | - Didier Smadja
- Stroke Unit, Centre Hospitalier Sud-Francilien, Corbeil-Essonnes, France
- Paris-Saclay University, France
- INSERM U-1266, Paris-Cité, France
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Suomalainen OP, Martinez-Majander N, Broman J, Mannismäki L, Aro A, Curtze S, Pakarinen S, Lehto M, Putaala J. Stroke in Patients with Atrial Fibrillation: Epidemiology, Screening, and Prognosis. J Clin Med 2023; 13:30. [PMID: 38202037 PMCID: PMC10779359 DOI: 10.3390/jcm13010030] [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: 11/01/2023] [Revised: 12/14/2023] [Accepted: 12/18/2023] [Indexed: 01/12/2024] Open
Abstract
Atrial fibrillation (AF) is the most common sustained arrythmia and one of the strongest risk factors and causal mechanisms of ischemic stroke (IS). Acute IS due to AF tends to be more severe than with other etiology of IS and patients with treated AF have reported to experience worse outcomes after endovascular treatment compared with patients without AF. As cardioembolism accounts for more than a fifth of ISs and the risk of future stroke can be mitigated with effective anticoagulation, which has been shown to be effective and safe in patients with paroxysmal or sustained AF, the screening of patients with cryptogenic IS (CIS) for AF is paramount. Embolic stroke of undetermined source (ESUS) is a subtype of CIS with a high likelihood of cardioembolism. The European Stroke Organization and European Society of Cardiology guidelines recommend at least 72 h of screening when AF is suspected. The longer the screening and the earlier the time point after acute IS, the more likely the AF paroxysm is found. Several methods are available for short-term screening of AF, including in-hospital monitoring and wearable electrocardiogram recorders for home monitoring. Implantable loop monitors provide an effective long-term method to screen patients with high risk of AF after IS and artificial intelligence and convolutional neural networks may enhance the efficacy of AF screening in the future. Direct oral anticoagulants (DOACs) are preferred over vitamin K antagonists in both primary and secondary prevention of IS in AF patients. Recent data from the randomized controlled trials (RCT) also suggest that early initiation of DOAC treatment after acute IS is safe compared to later initiation. Anticoagulation treatment may still predispose for intracranial bleeding, particularly among patients with prior cerebrovascular events. Left atrial appendix closure offers an optional treatment choice for patients with prior intracranial hemorrhage and may offer an alternative to oral anticoagulation even for patients with IS, but these indications await validation in ongoing RCTs. There are still controversies related to the association of found AF paroxysms in CIS patients with prolonged screening, pertaining to the optimal duration of screening and screening strategies with prolonged monitoring techniques in patients with ESUS. In this review, we summarize the current knowledge of epidemiology, screening, and prognosis in AF patients with stroke.
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Affiliation(s)
- Olli Pekka Suomalainen
- Departments of Neurology, Helsinki University Hospital, University of Helsinki, Haartmaninkatu 4, P.O. Box 340, 00290 Helsinki, Finland; (N.M.-M.); (J.B.); (L.M.); (S.C.); (J.P.)
| | - Nicolas Martinez-Majander
- Departments of Neurology, Helsinki University Hospital, University of Helsinki, Haartmaninkatu 4, P.O. Box 340, 00290 Helsinki, Finland; (N.M.-M.); (J.B.); (L.M.); (S.C.); (J.P.)
| | - Jenna Broman
- Departments of Neurology, Helsinki University Hospital, University of Helsinki, Haartmaninkatu 4, P.O. Box 340, 00290 Helsinki, Finland; (N.M.-M.); (J.B.); (L.M.); (S.C.); (J.P.)
| | - Laura Mannismäki
- Departments of Neurology, Helsinki University Hospital, University of Helsinki, Haartmaninkatu 4, P.O. Box 340, 00290 Helsinki, Finland; (N.M.-M.); (J.B.); (L.M.); (S.C.); (J.P.)
| | - Aapo Aro
- Departments of Cardiology, Helsinki University Hospital, University of Helsinki, 00290 Helsinki, Finland; (A.A.); (S.P.); (M.L.)
| | - Sami Curtze
- Departments of Neurology, Helsinki University Hospital, University of Helsinki, Haartmaninkatu 4, P.O. Box 340, 00290 Helsinki, Finland; (N.M.-M.); (J.B.); (L.M.); (S.C.); (J.P.)
| | - Sami Pakarinen
- Departments of Cardiology, Helsinki University Hospital, University of Helsinki, 00290 Helsinki, Finland; (A.A.); (S.P.); (M.L.)
| | - Mika Lehto
- Departments of Cardiology, Helsinki University Hospital, University of Helsinki, 00290 Helsinki, Finland; (A.A.); (S.P.); (M.L.)
| | - Jukka Putaala
- Departments of Neurology, Helsinki University Hospital, University of Helsinki, Haartmaninkatu 4, P.O. Box 340, 00290 Helsinki, Finland; (N.M.-M.); (J.B.); (L.M.); (S.C.); (J.P.)
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Huang W, Wang H. Predictive value of transesophageal echocardiography combined with contrast transthoracic echocardiography for embolic stroke of undetermined source. Perfusion 2023:2676591231198356. [PMID: 37657946 DOI: 10.1177/02676591231198356] [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: 09/03/2023]
Abstract
OBJECTIVE In this study, we aimed to assess the predictive value of transesophageal echocardiography (TEE) combined with contrast transthoracic echocardiography (cTTE) for embolic stroke of undetermined source (ESUS). METHODS A total of 52 patients with ESUS were examined by TEE and cTTE. The detection rate of patent foramen ovale (PFO) and right-to-left shunt (RLS) grade were compared in patients with ESUS between cTTE alone and cTTE combined with TEE. The Risk of Paradoxical Embolism (RoPE) score, PFO diameter, and PFO length of patients with PFO-associated ESUS and non-PFO-associated ESUS were compared by cTTE alone and cTTE combined with TEE. The receiver operating characteristic (ROC) curve was utilized to determine the effect of RoPE score and PFO diameter on patients with PFO-associated ESUS. RESULTS The positive rate of PFO detected by cTTE alone (46.15%) was lower than that detected by cTTE combined with TEE (69.23%). The proportion of patients with RLS grade I + II + III detected by cTTE combined with TEE (69.23%) was higher than that detected by cTTE alone (46.15%). Both the RoPE score and PFO diameter were significantly greater in the patients with PFO-associated ESUS than in the patients with non-PFO-associated ESUS (p < .05). The combination of RoPE score and PFO diameter had the largest area under the ROC curve (AUC = 0.875), which was larger than the AUC alone of RoPE score (AUC = 0.819) and PFO diameter (AUC = 0.783) (p < .05). CONCLUSION The combination of cTTE and TEE is helpful to the diagnosis of ESUS patients caused by PFO and to judge the degree of RLS.
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Affiliation(s)
- Wei Huang
- Department of Neurology, Hebei Medical University, Shijiazhuang, China
- Department of Neurology, Baoding No.1 Central Hospital, Baoding, China
| | - Hebo Wang
- Department of Neurology, Hebei Medical University, Shijiazhuang, China
- Department of Neurology, Hebei General Hospital, Shijiazhuang, China
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Wong ZY, Yuen LZH, Tan YK, Goh CXY, Teo YN, Ho JSY, Seow SC, Lee ECY, Teoh HL, Yeo LLL, Sia CH, Tan BYQ. Detection of Atrial Fibrillation after Ischemic Stroke with an Insertable Cardiac Monitor: A Systematic Review and Individual Patient Data Meta-Analysis of Randomized Clinical Trials. Cerebrovasc Dis 2023; 53:316-326. [PMID: 37517392 DOI: 10.1159/000533265] [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: 03/03/2023] [Accepted: 07/14/2023] [Indexed: 08/01/2023] Open
Abstract
INTRODUCTION We compared the use of insertable cardiac monitor (ICM) versus non-ICM methods of cardiac monitoring in ischemic stroke patients on the detection of atrial fibrillation (AF) and other clinical outcomes. Current guidelines recommend the routine use of 12-lead electrocardiography or Holter monitoring for AF detection after ischemic stroke. Recent randomized controlled trials have investigated the impact of ICM versus non-ICM methods of cardiac monitoring for AF detection in this population. However, precise recommendations for monitoring poststroke AF are lacking, including the optimal timing, duration, and method of electrocardiography monitoring. METHODS A systematic search was conducted on Embase and PubMed from database inception until October 27, 2022, to include randomized controlled trials that compared ICM with non-ICM methods of cardiac monitoring for poststroke AF detection. This yielded 3 randomized controlled trials with a combined cohort of 1,233 patients with a recent ischemic stroke. Individual patient data (IPD) were then reconstructed from Kaplan-Meier curves and analyzed using the shared-frailty Cox model. An aggregate data meta-analysis was conducted for 1,233 patients across all 3 studies for outcomes that could not be reconstructed using IPD. RESULTS One-stage meta-analysis demonstrated an increase in the hazard ratio (6.00 95% CI: 3.40-10.58; 195 p < 0.001) of AF detection in patients undergoing monitoring via ICM compared to standard care. The cumulative incidence curves of AF events in patients undergoing ICM and non-ICM separated significantly at 24 days. Aggregate data meta-analysis revealed a significant increase in initiation of anticoagulation (RR: 2.76, 95% CI: 1.89-4.02, p < 0.00001) in the ICM group. However, no significant differences in the incidence of recurrent ischemic stroke, transient ischemic attack, or death were found. CONCLUSIONS In this meta-analysis, we found that the use of ICM increased the detection rate of poststroke AF and the rate of anticoagulation initiation in ischemic stroke patients. However, this did not translate into a reduced incidence of recurrent ischemic stroke.
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Affiliation(s)
- Zi Yi Wong
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Linus Z H Yuen
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Ying Kiat Tan
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Claire X Y Goh
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Yao Neng Teo
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Jamie S Y Ho
- Department of Cardiology, National University Heart Centre Singapore, Singapore, Singapore
| | - Swee Chong Seow
- Department of Cardiology, National University Heart Centre Singapore, Singapore, Singapore
| | - Edward C Y Lee
- Department of Cardiology, National University Heart Centre Singapore, Singapore, Singapore
| | - Hock-Luen Teoh
- Division of Neurology, Department of Medicine, National University Health System, Singapore, Singapore
| | - Leonard L L Yeo
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Division of Neurology, Department of Medicine, National University Health System, Singapore, Singapore
| | - Ching-Hui Sia
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Department of Cardiology, National University Heart Centre Singapore, Singapore, Singapore
| | - Benjamin Y Q Tan
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Division of Neurology, Department of Medicine, National University Health System, Singapore, Singapore
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Wang L, Chen Y, Shen W, Fan X, Jia M, Fu G, Chi X, Liang X, Zhang Y. A Bibliometric Analysis of Cardioembolic Stroke From 2012 to 2022. Curr Probl Cardiol 2023; 48:101537. [PMID: 36529228 DOI: 10.1016/j.cpcardiol.2022.101537] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Revised: 12/06/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022]
Abstract
Cardioembolic stroke, a subtype of ischemic stroke with the worst prognosis, is quietly threatening public health. We aimed to visualize the development trend and hotspots of research on cardioembolic stroke. A total of 2886 papers about cardioembolic stroke published from 2012 to 2022 were retrieved in the Web of Science Core Collection (WoSCC) database. Further, we performed a bibliometric analysis of these publications, such as generating cooperation maps, co-citation analysis of journals and references, and cluster analysis of keywords. According to the results, cardioembolic stroke research faces many clinical challenges. We obtained the knowledge maps of countries/institutions, authors, journals with high publications and citations, and representative references in this field. Studies about optimal prevention strategies for cardioembolic stroke, identification of cardioembolism in cryptogenic stroke, and prophylactic anticoagulation for patients with embolic stroke of undetermined source (ESUS) or at high risk of left ventricle (LV) thrombus are in the spotlight.
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Affiliation(s)
- Liuding Wang
- Department of Neurology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Yifan Chen
- Graduate School, China Academy of Chinese Medical Sciences, Beijing, China
| | - Wei Shen
- Department of Neurology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Xueming Fan
- Department of Neurology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Min Jia
- Medical Ethics Committee, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Guojing Fu
- Department of Neurology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Xiansu Chi
- Department of Neurology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Xiao Liang
- Department of Neurology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China.
| | - Yunling Zhang
- Department of Neurology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, China.
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Field TS, Sposato LA, Hill MD, Healey JS, Andrade JG, Zhou LW. Embolic Stroke of Undetermined Source: Current Perspectives on Diagnosis, Investigations, and Management. Can J Cardiol 2023; 39:172-186. [PMID: 36272633 DOI: 10.1016/j.cjca.2022.10.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 10/12/2022] [Accepted: 10/13/2022] [Indexed: 02/07/2023] Open
Abstract
In 2014, Hart et al. introduced the concept of "embolic stroke of undetermined source" (ESUS) to the clinical-research stroke community. The hypothesis underlying the development of the ESUS construct was that this potentially heterogenous group of stroke mechanisms were largely thromboembolic, and would thus benefit from anticoagulation over antiplatelet for secondary prevention. Since then, 2 large clinical trials have shown that, to date, there is not a clear uniform antithrombotic strategy for secondary prevention after ESUS as it was originally broadly defined. However, this work has yielded valuable information about the patient phenotypes that experience ESUS strokes, as well as hypothesis-generating substudies that have given rise to the next generation of secondary prevention trials aimed at more personalized approaches for different suspected mechanisms of embolic stroke. In parallel with the evolution of ESUS, several studies aimed at screening for atrial fibrillation in the secondary stroke prevention population have generated additional questions about the mechanistic relevance of atrial fibrillation detected after stroke, and how this should inform poststroke workup, and secondary prevention strategies. Herein, we provide a synthesis of the current understanding surrounding the patient phenotypes that experience ESUS strokes, and previous, ongoing, and anticipated clinical trials that will guide earlier and later secondary prevention strategies and poststroke cardiac investigations.
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Affiliation(s)
- Thalia S Field
- Division of Neurology, Vancouver Stroke Program, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Luciano A Sposato
- Schulich School of Medicine and Dentistry, Robarts Research Institute, Heart and Brain Laboratory, London, Ontario, Canada
| | - Michael D Hill
- Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Jeff S Healey
- Population Health Research Institute, McMaster University, Hamilton, Ontario, Canada
| | - Jason G Andrade
- Division of Cardiology, Centre for Cardiovascular Innovation, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lily W Zhou
- Division of Neurology, Vancouver Stroke Program, University of British Columbia, Vancouver, British Columbia, Canada
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A score to predict the stroke recurrence of patients with embolic stroke of undetermined source. J Neurol 2022; 269:6428-6435. [PMID: 35925397 DOI: 10.1007/s00415-022-11277-7] [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: 05/05/2022] [Revised: 07/07/2022] [Accepted: 07/08/2022] [Indexed: 10/16/2022]
Abstract
AIM We aimed to develop a score and validate it in a prospective cohort to identify the patients with ESUS at high risk for stroke recurrence. METHODS We assessed the stroke recurrence in ESUS patients of the Third China National Stroke Registry. We performed multivariable logistic regression analysis to identify predictors of stroke recurrence in the derivation cohort. Based on the coefficient of each covariate of the fitted multivariable model, we generated an integer-based point scoring system. We validated the score in the validation cohort assessing its discrimination and calibration. RESULTS 2415 patients were included: 1611 in the derivation and 804 in the validation sample. We developed a scoring system (0-15 points) by assigning 2 points for hypertension, 3 points for diabetes mellitus, 4 points for multiple stage infarction, 2 points for watershed involved infarction, 1 points for left atrial diameter index (per increasing 2.5 mm/m2) and 3 points for without statin at discharge. The rate of stroke recurrence was 5.9% per year (95% CI 4.2-7.6%) in patients with low risk(a score of 0-5), 9.4% (7.3-11.5%) in patients with intermediate risk (6-10), and 26.8% (16.5-37.1%) in patients with high risk (11-15). The AUC (area under curve of receiver operator characteristic curve) of the score in the derivation cohort and validation cohort was, respectively, 0.60 (0.55-0.65) and 0.63 (0.56-0.70). The score was well calibrated both in the derivation cohort (p = 0.36) and validation cohort (p = 0.26) with the Hosmer-Lemeshow test. CONCLUSION The developed score can improve risk stratification after ESUS in secondary care settings.
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Acampa M, Cartocci A, Domenichelli C, Tassi R, Guideri F, Lazzerini PE, Martini G. Markers of Atrial Cardiopathy in Severe Embolic Strokes of Undetermined Source. Front Cardiovasc Med 2022; 9:903778. [PMID: 35795361 PMCID: PMC9251176 DOI: 10.3389/fcvm.2022.903778] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 05/30/2022] [Indexed: 12/20/2022] Open
Abstract
Background and Purpose The current definition of embolic strokes of undetermined source (ESUS) seems to be too broad, including strokes due to heterogeneous mechanisms, such as atrial cardiopathy and other occult cardiac conditions, aortic arch plaques, and non-stenosing atherosclerosis, that can be differently associated with clinical stroke severity at the time of presentation. The aim of our study was to assess the possible association between neurological deficit severity and presence of markers of atrial cardiopathy in ESUS. Methods We retrospectively reviewed the medical records of a cohort of 226 ESUS patients (105 M, 121 F), that were divided into two groups according to the severity of neurological deficit (99 mild strokes with NIHSS ≤ 5 and 127 severe strokes with NIHSS >5). The following indices of atrial cardiopathy were evaluated: P wave dispersion, P wave max, P wave min, P wave mean, P wave index, P wave axis, left atrial size. Results Patients with severe ESUS were significantly older (74 ± 12 vs. 67 ± 14 years, P < 0.001) and female sex was prevalent (67 vs. 36%, P > 0.001); they had higher values of P-wave-dispersion (51 ± 14 vs. 46 ± 13, P = 0.01), P-wave-max (131 ± 20 vs. 125 ± 15 ms, P = 0.01), P-wave-index (16 ± 5 vs. 15 ± 5 ms, P = 0.01), left atrial size (20 ± 6 vs. 18 ± 4 cm2, P = 0.01), left atrial volume index (31 ± 14 vs. 27 ± 11 ml/m2, P = 0.04), in comparison with mild ESUS. An abnormal P wave axis was detected more frequently in severe ESUS (21 vs. 9%, P = 0.01). Furthermore, multivariate logistic regression showed that age (OR = 1.21 for each 5-year increase, 95% CI 1.09–1.35), sex (OR = 3.24 for female sex, 95% CI 1.82–5.76) and PWD (OR = 1.32 for each 10-ms increase, 95% CI 1.07–1.64) were the best subset of associated variables for severe ESUS. Conclusions Our findings shed light on specific clinical characteristics of severe ESUS including the presence of atrial cardiopathy that could play a pathogenic role in this subgroup of patients. Searching for atrial fibrillation in these patients is especially important to perform the most appropriate therapy.
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Affiliation(s)
- Maurizio Acampa
- Stroke Unit, Department of Emergency-Urgency and Transplants, Azienda Ospedaliera Universitaria Senese, "Santa Maria alle Scotte" General Hospital, Siena, Italy
| | | | - Carlo Domenichelli
- Stroke Unit, Department of Emergency-Urgency and Transplants, Azienda Ospedaliera Universitaria Senese, "Santa Maria alle Scotte" General Hospital, Siena, Italy
| | - Rossana Tassi
- Stroke Unit, Department of Emergency-Urgency and Transplants, Azienda Ospedaliera Universitaria Senese, "Santa Maria alle Scotte" General Hospital, Siena, Italy
| | - Francesca Guideri
- Stroke Unit, Department of Emergency-Urgency and Transplants, Azienda Ospedaliera Universitaria Senese, "Santa Maria alle Scotte" General Hospital, Siena, Italy
| | - Pietro Enea Lazzerini
- Department of Medical Sciences, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - Giuseppe Martini
- Stroke Unit, Department of Emergency-Urgency and Transplants, Azienda Ospedaliera Universitaria Senese, "Santa Maria alle Scotte" General Hospital, Siena, Italy
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Ding Y, Ji Z, Liu Y, Niu J. Braden scale for predicting pneumonia after spontaneous intracerebral hemorrhage. REVISTA DA ASSOCIACAO MEDICA BRASILEIRA (1992) 2022; 68:904-911. [PMID: 35946766 PMCID: PMC9574960 DOI: 10.1590/1806-9282.20211339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Accepted: 04/28/2022] [Indexed: 11/21/2022]
Abstract
OBJECTIVE Stroke-associated pneumonia is an infection that commonly occurs in patients with spontaneous intracerebral hemorrhage and causes serious burdens. In this study, we evaluated the validity of the Braden scale for predicting stroke-associated pneumonia after spontaneous intracerebral hemorrhage. METHODS Patients with spontaneous intracerebral hemorrhage were retrospectively included and divided into pneumonia and no pneumonia groups. The admission clinical characteristics and Braden scale scores at 24 h after admission were collected and compared between the two groups. Receiver operating characteristic curve analysis was performed to assess the predictive validity of the Braden scale. Multivariable analysis was conducted to identify the independent risk factors associated with pneumonia after intracerebral hemorrhage. RESULTS A total of 629 intracerebral hemorrhage patients were included, 150 (23.8%) of whom developed stroke-associated pneumonia. Significant differences were found in age and fasting blood glucose levels between the two groups. The mean score on the Braden scale in the pneumonia group was 14.1±2.4, which was significantly lower than that in the no pneumonia group (16.5±2.6), p<0.001. The area under the curve for the Braden scale for the prediction of pneumonia after intracerebral hemorrhage was 0.760 (95%CI 0.717-0.804). When the cutoff point was 15 points, the sensitivity was 74.3%, the specificity was 64.7%, the accuracy was 72.0%, and the Youden's index was 39.0%. Multivariable analysis showed that a lower Braden scale score (OR 0.696; 95%CI 0.631-0.768; p<0.001) was an independent risk factor associated with stroke-associated pneumonia after intracerebral hemorrhage. CONCLUSION The Braden scale, with a cutoff point of 15 points, is moderately valid for predicting stroke-associated pneumonia after spontaneous intracerebral hemorrhage.
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Affiliation(s)
- Yunlong Ding
- Affiliated Hospital of Yangzhou University, Jingjiang People's Hospital, Department of Neurology – Jiangsu, China
| | - Zhanyi Ji
- Zhoukou Central Hospital, Department of Neurology – Henan, China
| | - Yan Liu
- Affiliated Hospital of Yangzhou University, Jingjiang People's Hospital, Department of Neurology – Jiangsu, China
| | - Jiali Niu
- Affiliated Hospital of Yangzhou University, Jingjiang People's Hospital, Department of Clinical Pharmacy – Jiangsu, China
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