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Clark A, Ferkh A, Vandenberg J, Elhindi J, Thomas L. Altered left atrial metrics in patients with cryptogenic stroke: A systematic review and meta-analysis. Eur J Clin Invest 2024; 54:e14175. [PMID: 38308431 DOI: 10.1111/eci.14175] [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: 10/29/2023] [Revised: 01/14/2024] [Accepted: 01/22/2024] [Indexed: 02/04/2024]
Abstract
BACKGROUND There is no defined cause for cryptogenic stroke/embolic stroke of undetermined source (CS-ESUS). As atrial fibrillation (AF) develops in a significant proportion of these patients, it has been suggested that left atrial (LA) myopathy may predispose to CS-ESUS. We investigated alterations in echocardiographic measures of LA size and function in patients with CS-ESUS. METHODS A systematic literature review and meta-analysis was performed. PubMed, EMBASE, Cochrane Library, Web of Science and SCOPUS were searched for articles published between 1 January 1990 and 10 February 2023. All observational studies of adult CS-ESUS patients with LA volume or function measurements performed by transthoracic echocardiogram were included. Individual random effects meta-analyses were performed on LA measurements in the CS-ESUS patients using subgroup analysis of comparator groups. RESULTS We included 29 articles with 3927 CS-ESUS patients. Analysis of weighted mean differences showed CS-ESUS patients had altered LA structure and function parameters, with a larger maximum indexed LA volume, reduced LA emptying fraction and/or LA reservoir strain, compared to healthy controls and noncardioembolic stroke patients. Conversely, CS-ESUS patients had a smaller left atrium with better function, compared to cardioembolic stroke patients and CS-ESUS patients who subsequently developed atrial fibrillation. CONCLUSIONS LA volume and function are altered in CS-ESUS patients compared to healthy controls and other stroke aetiologies. An underlying atrial myopathy in a subset of CS-ESUS patients may be involved in both thrombogenesis and dysrhythmia (specifically AF). While LA functional assessment is not currently recommended following stroke, it may offer an opportunity for recurrent stroke risk stratification.
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Affiliation(s)
- Amy Clark
- Department of Cardiology, Westmead Hospital, Westmead, New South Wales, Australia
- Westmead Clinical School, University of Sydney, Camperdown, Sydney, New South Wales, Australia
| | - Aaisha Ferkh
- Department of Cardiology, Westmead Hospital, Westmead, New South Wales, Australia
- Westmead Clinical School, University of Sydney, Camperdown, Sydney, New South Wales, Australia
| | - Jamie Vandenberg
- Mark Cowley Lidwill Research Program in Cardiac Electrophysiology, Victor Chang Cardiac Research Institute, Darlinghurst, New South Wales, Australia
- School of Clinical Medicine, UNSW Sydney, Darlinghurst, New South Wales, Australia
| | - James Elhindi
- WSLHD Research and Education Network, Westmead Hospital, Westmead, New South Wales, Australia
| | - Liza Thomas
- Department of Cardiology, Westmead Hospital, Westmead, New South Wales, Australia
- Westmead Clinical School, University of Sydney, Camperdown, Sydney, New South Wales, Australia
- South West Clinical School, University of New South Wales, Kensington, New South Wales, Australia
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Ali ZS, Bhuiyan A, Vyas P, Miranda-Arboleda AF, Tse G, Bazoukis G, Burak C, Abuzeid W, Lee S, Gupta S, Meghdadi A, Baranchuk A. PR prolongation as a predictor of atrial fibrillation onset: A state-of-the-art review. Curr Probl Cardiol 2024; 49:102469. [PMID: 38369207 DOI: 10.1016/j.cpcardiol.2024.102469] [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: 02/13/2024] [Accepted: 02/15/2024] [Indexed: 02/20/2024]
Abstract
First-degree atrioventricular block (1-AVB), characterized by a PR interval exceeding 200 milliseconds, has traditionally been perceived as a benign cardiac condition. Recently, this perception has been challenged by investigations that indicate a potential association between PR prolongation and an elevated risk of atrial fibrillation (AF). To consolidate these findings, we performed a comprehensive review to assess the available evidence indicating a relationship between these two conditions. We searched MEDLINE and EMBASE databases as well as manually searched references of retrieved articles. We selected 18 cohort studies/meta-analyses involving general and special populations. Consistent findings across expansive cohort studies reveal that incremental increases in the PR interval may serve as an independent risk factor for AF. However, our analyses underscore the need for further research into the association between 1-AVB, defined by a specified PR interval cutoff, and the risk of AF.
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Affiliation(s)
- Zain S Ali
- Faculty of Health Sciences, School of Medicine, Queen's University, Kingston, Ontario, Canada
| | - Abdullah Bhuiyan
- Faculty of Health Sciences, School of Medicine, Queen's University, Kingston, Ontario, Canada
| | - Purav Vyas
- Faculty of Health Sciences, School of Medicine, Queen's University, Kingston, Ontario, Canada
| | | | - Gary Tse
- Department of Medicine and Therapeutics, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong Special Administrative Region; Li Ka Shing Institute of Health Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong Special Administrative Region
| | - George Bazoukis
- Department of Cardiology, Larnaca General Hospital, Larnaca, Cyprus; School of Medicine, European University Cyprus, Nicosia, Cyprus
| | - Cengiz Burak
- Department of Medicine, Kingston Health Sciences Center, Queen's University, Kingston, Ontario, Canada
| | - Wael Abuzeid
- Department of Medicine, Kingston Health Sciences Center, Queen's University, Kingston, Ontario, Canada
| | - Sharen Lee
- Li Ka Shing Institute of Health Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong Special Administrative Region
| | - Shyla Gupta
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Amin Meghdadi
- Faculty of Health Sciences, School of Medicine, Queen's University, Kingston, Ontario, Canada
| | - Adrian Baranchuk
- Department of Medicine, Kingston Health Sciences Center, Queen's University, Kingston, Ontario, Canada.
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3
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Liu L, Xie P, Zhu P, Zhuo W, Xu A. Role of the score for the targeting of atrial fibrillation (STAF) combined with D-dimer in screening ischemic stroke patients with atrial fibrillation. J Med Biochem 2024; 43:57-62. [PMID: 38496027 PMCID: PMC10943463 DOI: 10.5937/jomb0-44255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 06/12/2023] [Indexed: 03/19/2024] Open
Abstract
Background We aim to explore the effect of the score for the targeting of atrial fibrillation (STAF) combined with the serum D-dimer (DD) level in screening acute ischemic stroke patients with atrial fibrillation (AF). Methods This study is a retrospective case observation study. This study consecutively selected patients with acute ischemic stroke who were hospitalized in the Department of Neurology at Zhuhai Hospital Affiliated with Jinan University from February 2019 to February 2021. Venous blood was drawn from all patients within 24 hours of hospitalization for DD detection. In accordance with the medical records, the patients were classified into an AF group and a non-AF group and were scored according to the STAF standard. A combined test method was used to estimate the diagnostic screening value of the STAF combined with the DD value for acute ischemic stroke patients with AF.
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Affiliation(s)
- Libin Liu
- Zhuhai Hospital Affiliated with Jinan University, Department of Neurology, Zhuhai, China
| | - Peikai Xie
- Zhuhai Hospital Affiliated with Jinan University, Department of Ultrasound Imaging, Zhuhai, China
| | - Peipei Zhu
- Zhuhai Hospital Affiliated with Jinan University, Department of Neurology, Zhuhai, China
| | - Wenyan Zhuo
- Zhuhai Hospital Affiliated with Jinan University, Department of Neurology, Zhuhai, China
| | - Anding Xu
- First Affiliated Hospital of Jinan University, Department of Neurology, Guangzhou, China
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4
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Leung ANW, Bhat A. Use of Anticoagulation for Thromboembolic Prophylaxis in Patients With Atrial High-Rate Episodes on Device Monitoring: A Narrative Review. Am J Cardiol 2024; 211:183-190. [PMID: 37944778 DOI: 10.1016/j.amjcard.2023.11.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 10/21/2023] [Accepted: 11/01/2023] [Indexed: 11/12/2023]
Abstract
Ischemic stroke and systemic thromboembolism are primary drivers of significant morbidity and mortality in patients with atrial fibrillation (AF). Although stroke is commonly the first index presentation of clinically silent AF, the growing use of continuous rhythm monitoring through cardiac implanted electronic devices has enabled earlier and increased detection of AF in patients who are otherwise asymptomatic before stroke development. Atrial high-rate episodes (AHREs) are atrial tachyarrhythmias frequently detected by cardiac implanted electronic devices; these events represent subclinical AF and other atrial tachyarrhythmias that can lead to stroke development and AF. Although the presence of AHREs increases the risk of developing both clinical AF and stroke compared with absence of AHREs, there has been a significant clinical variability in anticoagulation initiation in these subjects. In this narrative review, we explore the current evidence and published research surrounding the association between AHREs and stroke development in addition to the utility of anticoagulation in this population for thromboembolic prophylaxis.
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Affiliation(s)
- Alice Ngar Wing Leung
- Department of Cardiology, Blacktown Hospital, Sydney, New South Wales, Australia; School of Medicine, Western Sydney University, Sydney, New South Wales, Australia
| | - Aditya Bhat
- Department of Cardiology, Blacktown Hospital, Sydney, New South Wales, Australia; School of Medicine, Western Sydney University, Sydney, New South Wales, Australia; School of Public Health and Community Medicine, University of New South Wales, Sydney, New South Wales, Australia.
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Sposato LA, Field TS, Schnabel RB, Wachter R, Andrade JG, Hill MD. Towards a new classification of atrial fibrillation detected after a stroke or a transient ischaemic attack. Lancet Neurol 2024; 23:110-122. [PMID: 37839436 DOI: 10.1016/s1474-4422(23)00326-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 07/03/2023] [Accepted: 08/21/2023] [Indexed: 10/17/2023]
Abstract
Globally, up to 1·5 million individuals with ischaemic stroke or transient ischaemic attack can be newly diagnosed with atrial fibrillation per year. In the past decade, evidence has accumulated supporting the notion that atrial fibrillation first detected after a stroke or transient ischaemic attack differs from atrial fibrillation known before the occurrence of as stroke. Atrial fibrillation detected after stroke is associated with a lower prevalence of risk factors, cardiovascular comorbidities, and atrial cardiomyopathy than atrial fibrillation known before stroke occurrence. These differences might explain why it is associated with a lower risk of recurrence of ischaemic stroke than known atrial fibrillation. Patients with ischaemic stroke or transient ischaemic attack can be classified in three categories: no atrial fibrillation, known atrial fibrillation before stroke occurrence, and atrial fibrillation detected after stroke. This classification could harmonise future research in the field and help to understand the role of prolonged cardiac monitoring for secondary stroke prevention with application of a personalised risk-based approach to the selection of patients for anticoagulation.
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Affiliation(s)
- Luciano A Sposato
- Department of Clinical Neurological Sciences, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada; Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada; Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada; Heart and Brain Laboratory, Western University, London, ON, Canada; Robarts Research Institute, Western University, London, ON, Canada; Lawson Health Research Institute, London, ON, Canada.
| | - Thalia S Field
- Division of Neurology, Vancouver Stroke Program, University of British Columbia, Vancouver, BC, Canada
| | - Renate B Schnabel
- Department of Cardiology, University Heart and Vascular Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; German Centre for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Rolf Wachter
- Department of Cardiology, University Hospital Leipzig, Leipzig, Germany; Clinic for Cardiology and Pneumology, University Medicine Göttingen, Göttingen, Germany; German Cardiovascular Research Centre, Partner site Göttingen, Göttingen, Germany
| | - Jason G Andrade
- Division of Cardiology, Centre for Cardiovascular Innovation, University of British Columbia, Vancouver, BC, Canada; Department of Medicine, University of British Columbia, Vancouver, BC, Canada; Center for Cardiovascular Innovation, Vancouver, BC, Canada; Montreal Heart Institute, Department of Medicine, Université de Montréal, Montreal, QC, Canada
| | - Michael D Hill
- Department of Clinical Neuroscience and Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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Muscari A, Evangelisti E, Faccioli L, Forti P, Ghinelli M, Puddu GM, Spinardi L, Barbara G. Probability of Cardioembolic vs. Atherothrombotic Pathogenesis of Cryptogenic Strokes in Older Patients. Am J Cardiol 2023; 192:51-59. [PMID: 36736013 DOI: 10.1016/j.amjcard.2022.12.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 11/12/2022] [Accepted: 12/26/2022] [Indexed: 02/04/2023]
Abstract
Some clinical, laboratory, ECG, and echocardiographic parameters could provide useful indications to assess the probability of cardioembolism or atherothrombosis in cryptogenic strokes. We retrospectively examined 290 patients with ischemic stroke aged ≥60 years, divided into 3 groups: strokes originating from large artery atherothrombosis (n = 92), cardioembolic strokes caused by paroxysmal atrial fibrillation (n = 88) and cryptogenic strokes (n = 110). In addition to echocardiographic and routine clinical-laboratory variables, neutrophil:lymphocyte ratio, red blood cell distribution width, mean platelet volume, P wave and PR interval duration and biphasic inferior P waves, both on admission and after 7 to 10 days, were also considered. By multiple logistic regression, cardioembolic strokes were compared with large artery atherothrombosis strokes, and beta coefficients were rounded to produce a scoring system. Late PR interval ≥188 ms, left atrium ≥4 cm, left ventricular end-diastolic volume <65 ml, and posterior circulation syndrome were associated with paroxysmal atrial fibrillation (positive scores). In contrast, male gender, hypercholesterolemia, and initial platelet count ≥290 × 109/L were associated with atherothrombosis of large arteries (negative scores). The algebraic sum of these scores produced values indicative of cardioembolism if >0 (positive predictive value 89.1%), or of atherothrombosis, if ≤0 (positive predictive value 72.5%). The area under the receiver operating characteristic curve was 0.85. Among cryptogenic strokes, 41.5% had a score >0 (probable atrial fibrillation) and 58.5% had a score ≤0 (possible atherothrombosis). In conclusion, a scoring system based on electrocardiogram, laboratory, clinical and echocardiographic parameters can provide useful guidance for further investigations and secondary prevention in older patients with cryptogenic stroke.
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Affiliation(s)
- Antonio Muscari
- Stroke Unit; Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.
| | - Eleonora Evangelisti
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | | | - Paola Forti
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Marco Ghinelli
- Department of Cardiothoracic and Vascular Medicine, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | | | | | - Giovanni Barbara
- Stroke Unit; Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
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7
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Wang X, Meng L, Zhao Y, Liu X. Development and external validation of a prognostic model for occult atrial fibrillation in patients with ischemic stroke. Front Neurol 2023; 13:1034350. [PMID: 36742052 PMCID: PMC9891292 DOI: 10.3389/fneur.2022.1034350] [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: 09/01/2022] [Accepted: 12/05/2022] [Indexed: 01/20/2023] Open
Abstract
Objective Currently, the risk of occult atrial fibrillation (AF) could not be predicted in patients with acute ischemic stroke (AIS) using a simple scoring system. Therefore, in this study, we developed and externally validated a nomogram to predict occult AF in patients with AIS. Methods In this study, we prospectively conducted a development cohort study with data collected at our stroke center from July 2017 to February 2018, and an external validation cohort from March 2019 to December 2019. Results Follow-up data were collected from 177 participants (56.5% older than 65 years, 29.4% female) for generating the nomogram model. Multivariate logistic regression analysis was performed with AF as the dependent variable indicated that age >65 years, heart rate >100, C-reactive protein (CRP), N-terminal pro-B-type natriuretic peptide (NT-proBNP) >270, hemorrhagic transformation (HT) as independent variables for predicting the development of AF, and a nomogram was generated based on these factors. The area under the receiver operating characteristic curve (AUC-ROC) for the model was 0.937, the C-index was 0.926, and the AUC-ROC for the validation cohort was 0.913. Conclusion To our knowledge, this is the first nomogram developed and externally validated in a stroke center cohort for individualized prediction of risk of developing AIS in patients with occult AF. This nomogram could provide valuable information for the screening of occult AF after a stroke.
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Ward K, Vail A, Cameron A, Katan M, Lip GYH, Dawson J, Smith CJ, Kishore AK. Molecular biomarkers predicting newly detected atrial fibrillation after ischaemic stroke or TIA: A systematic review. Eur Stroke J 2022; 8:125-131. [PMID: 37021168 PMCID: PMC10069198 DOI: 10.1177/23969873221136927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 10/18/2022] [Indexed: 12/12/2022] Open
Abstract
Background: Several molecular biomarkers are available that predict newly detected atrial fibrillation (NDAF). We aimed to identify such biomarkers that predict NDAF after an Ischaemic stroke (IS)/Transient Ischaemic Attack (TIA) and evaluate their performance. Methods: A systematic review was undertaken in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement. Studies of patients with IS, TIA, or both, who underwent ECG monitoring for ⩾24 h, which reported molecular biomarkers and frequency of NDAF after electronic searches of multiple databases were included. Results: Twenty-one studies (76% IS, 24% IS and TIA) involving 4640 patients were included. Twelve biomarkers were identified, with cardiac biomarkers evaluated in the majority (75%) of patients. Performance measures were inconsistently reported. Among cohorts selecting high-risk individuals (12 studies), the most studied biomarkers were N-Terminal-Pro Brain Natriuretic Peptide (NT-ProBNP, five studies; C-statistics reported by three studies, 0.69–0.88) and Brain Natriuretic Peptide (BNP, two studies; C-statistics reported in two studies, 0.68–0.77). Among unselected cohorts (nine studies), the most studied biomarker was BNP (six studies; C-statistics reported in five studies, 0.75–0.88). Only BNP was externally validated (two studies) but using different thresholds to categorise risk of NDAF. Conclusion: Cardiac biomarkers appear to have modest to good discrimination for predicting NDAF, although most analyses were limited by small, heterogeneous study populations. Their clinical utility should be explored further, and this review supports the need to assess the role of molecular biomarkers in large prospective studies with standardised selection criteria, definition of clinically significant NDAF and laboratory assays.
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Affiliation(s)
- Kirsty Ward
- Manchester Centre for Clinical Neurosciences, Geoffrey Jefferson Brain Research Centre, Manchester Academic Health Science Centre, Salford Care organisation, Northern Care Alliance NHS Foundation Trust, UK
| | - Andy Vail
- Centre for Biostatistics, University of Manchester, Manchester Academic Health Science Centre, UK
| | - Alan Cameron
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
| | - Mira Katan
- Stroke Center/Dept. Of Neurology University Hospital and University of Basel, Switzerland
- Stroke Center/Dept. Of Neurology University Hospital and University of Zurich, Switzerland
| | - Gregory YH Lip
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Jesse Dawson
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
| | - Craig J Smith
- Manchester Centre for Clinical Neurosciences, Geoffrey Jefferson Brain Research Centre, Manchester Academic Health Science Centre, Salford Care organisation, Northern Care Alliance NHS Foundation Trust, UK
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Amit K Kishore
- Manchester Centre for Clinical Neurosciences, Geoffrey Jefferson Brain Research Centre, Manchester Academic Health Science Centre, Salford Care organisation, Northern Care Alliance NHS Foundation Trust, UK
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
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Sharma AN, McIntyre WF, Nguyen ST, Baranchuk A. Implantable loop recorders in patients with atrial fibrillation. Expert Rev Cardiovasc Ther 2022; 20:919-928. [PMID: 36444859 DOI: 10.1080/14779072.2022.2153673] [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: 11/30/2022]
Abstract
INTRODUCTION Implantable loop recorders (ILRs) provide practitioners with high-quality electrocardiographic data over an extended monitoring period. These data can guide the diagnosis and management of patients with atrial fibrillation (AF). AREAS COVERED This review summarizes the available evidence and consensus statements supporting the use of ILRs in the detection of AF, as well as monitoring of patients with known AF. Future directions for research are also discussed. EXPERT OPINION ILRs are the gold standard for detecting AF, providing superior diagnostic yield compared to other modes of ambulatory electrocardiography monitoring. Both experimental evidence and consensus statements support the use of ILRs in clinical settings where the diagnosis of AF may significantly change management, or where a high degree of sensitivity is needed. ILRs may also be used to monitor patients following AF ablation. More evidence is needed to better inform how ILR-detected AF should change management.
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Affiliation(s)
- Arjun N Sharma
- Department of Medicine, Queen's University, Kingston, ON, Canada
| | | | | | - Adrian Baranchuk
- Division of Cardiology, Queen's University, Kingston, ON, Canada
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Del Buono MG, Sanna T. Atrial fibrillation: focus on monitoring strategies after cryptogenic stroke. Minerva Cardiol Angiol 2022; 70:606-615. [PMID: 35080356 DOI: 10.23736/s2724-5683.21.05851-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Atrial fibrillation (AF) is responsible for up to one-third of ischemic strokes, with stroke potentially being the first manifestation of a previously undetected AF. Given the efficacy of oral anticoagulants in preventing AF-related ischemic events, searching for unknown AF after stroke requires a comprehensive diagnostic workup. Prospective data have demonstrated the benefits of long-term cardiac monitoring to identify AF in association with cryptogenic stroke, as most strokes are presumed to result from AF. However, strategies of empirical anticoagulation using oral anticoagulants following cryptogenic stroke failed to improve outcomes. We herein summarize contemporary evidence and knowledge gaps on searching for AF after a stroke and the potential secondary prevention strategies to prevent further recurrences.
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Affiliation(s)
| | - Tommaso Sanna
- Sacred Heart Catholic University, Rome, Italy -
- IRCCS A. Gemelli University Polyclinic Foundation, Rome, Italy
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Garnier L, Duloquin G, Meloux A, Benali K, Sagnard A, Graber M, Dogon G, Didier R, Pommier T, Vergely C, Béjot Y, Guenancia C. Multimodal Approach for the Prediction of Atrial Fibrillation Detected After Stroke: SAFAS Study. Front Cardiovasc Med 2022; 9:949213. [PMID: 35911547 PMCID: PMC9326228 DOI: 10.3389/fcvm.2022.949213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 06/20/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundIntensive screening for atrial fibrillation (AF) has led to a better recognition of this cause in stroke patients. However, it is currently debated whether AF Detected After Stroke (AFDAS) has the same pathophysiology and embolic risk as prior-to-stroke AF. We thus aimed to systematically approach AFDAS using a multimodal approach combining clinical, imaging, biological and electrocardiographic markers.MethodsPatients without previously known AF admitted to the Dijon University Hospital (France) stroke unit for acute ischemic stroke were prospectively enrolled. The primary endpoint was the presence of AFDAS at 6 months, diagnosed through admission ECG, continuous electrocardiographic monitoring, long-term external Holter during the hospital stay, or implantable cardiac monitor if clinically indicated after discharge.ResultsOf the 240 included patients, 77 (32%) developed AFDAS. Compared with sinus rhythm patients, those developing AFDAS were older, more often women and less often active smokers. AFDAS patients had higher blood levels of NT-proBNP, osteoprotegerin, galectin-3, GDF-15 and ST2, as well as increased left atrial indexed volume and lower left ventricular ejection fraction. After multivariable analysis, galectin-3 ≧ 9 ng/ml [OR 3.10; 95% CI (1.03–9.254), p = 0.042], NT-proBNP ≧ 290 pg/ml [OR 3.950; 95% CI (1.754–8.892, p = 0.001], OPG ≥ 887 pg/ml [OR 2.338; 95% CI (1.015–5.620), p = 0.046) and LAVI ≥ 33.5 ml/m2 [OR 2.982; 95% CI (1.342–6.625), p = 0.007] were independently associated with AFDAS.ConclusionA multimodal approach combining imaging, electrocardiography and original biological markers resulted in good predictive models for AFDAS. These results also suggest that AFDAS is probably related to an underlying atrial cardiopathy.Clinical Trial Registration[www.ClinicalTrials.gov], identifier [NCT03570060].
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Affiliation(s)
- Lucie Garnier
- Department of Neurology, University Hospital, Dijon, France
- Pathophysiology and Epidemiology of Cerebro-Cardiovascular Diseases (EA 7460), Faculty of Health Sciences, Université de Bourgogne, Université de Bourgogne Franche-Comté, Dijon, France
| | - Gauthier Duloquin
- Department of Neurology, University Hospital, Dijon, France
- Pathophysiology and Epidemiology of Cerebro-Cardiovascular Diseases (EA 7460), Faculty of Health Sciences, Université de Bourgogne, Université de Bourgogne Franche-Comté, Dijon, France
| | - Alexandre Meloux
- Pathophysiology and Epidemiology of Cerebro-Cardiovascular Diseases (EA 7460), Faculty of Health Sciences, Université de Bourgogne, Université de Bourgogne Franche-Comté, Dijon, France
| | - Karim Benali
- Department of Cardiology, University Hospital, Dijon, France
| | - Audrey Sagnard
- Department of Cardiology, University Hospital, Dijon, France
| | - Mathilde Graber
- Department of Neurology, University Hospital, Dijon, France
- Pathophysiology and Epidemiology of Cerebro-Cardiovascular Diseases (EA 7460), Faculty of Health Sciences, Université de Bourgogne, Université de Bourgogne Franche-Comté, Dijon, France
| | - Geoffrey Dogon
- Pathophysiology and Epidemiology of Cerebro-Cardiovascular Diseases (EA 7460), Faculty of Health Sciences, Université de Bourgogne, Université de Bourgogne Franche-Comté, Dijon, France
| | - Romain Didier
- Pathophysiology and Epidemiology of Cerebro-Cardiovascular Diseases (EA 7460), Faculty of Health Sciences, Université de Bourgogne, Université de Bourgogne Franche-Comté, Dijon, France
- Department of Cardiology, University Hospital, Dijon, France
| | - Thibaut Pommier
- Pathophysiology and Epidemiology of Cerebro-Cardiovascular Diseases (EA 7460), Faculty of Health Sciences, Université de Bourgogne, Université de Bourgogne Franche-Comté, Dijon, France
- Department of Cardiology, University Hospital, Dijon, France
| | - Catherine Vergely
- Pathophysiology and Epidemiology of Cerebro-Cardiovascular Diseases (EA 7460), Faculty of Health Sciences, Université de Bourgogne, Université de Bourgogne Franche-Comté, Dijon, France
| | - Yannick Béjot
- Department of Neurology, University Hospital, Dijon, France
- Pathophysiology and Epidemiology of Cerebro-Cardiovascular Diseases (EA 7460), Faculty of Health Sciences, Université de Bourgogne, Université de Bourgogne Franche-Comté, Dijon, France
| | - Charles Guenancia
- Pathophysiology and Epidemiology of Cerebro-Cardiovascular Diseases (EA 7460), Faculty of Health Sciences, Université de Bourgogne, Université de Bourgogne Franche-Comté, Dijon, France
- Department of Cardiology, University Hospital, Dijon, France
- *Correspondence: Charles Guenancia,
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Rubiera M, Aires A, Antonenko K, Lémeret S, Nolte CH, Putaala J, Schnabel RB, Tuladhar AM, Werring DJ, Zeraatkar D, Paciaroni M. European Stroke Organisation (ESO) guideline on screening for subclinical atrial fibrillation after stroke or transient ischaemic attack of undetermined origin. Eur Stroke J 2022; 7:VI. [PMID: 36082257 PMCID: PMC9446336 DOI: 10.1177/23969873221099478] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 04/20/2022] [Indexed: 11/16/2022] Open
Abstract
We aimed to provide practical recommendations for the screening of subclinical atrial fibrillation (AF) in patients with ischaemic stroke or transient ischaemic attack (TIA) of undetermined origin. These guidelines are based on the Grading of Recommendations, Assessment, Development and Evaluation (GRADE) methodology. Five relevant Population, Intervention, Comparator, Outcome questions were defined by a multidisciplinary module working group (MWG). Longer duration of cardiac rhythm monitoring increases the detection of subclinical AF, but the optimal monitoring length is yet to be defined. We advise longer monitoring to increase the rate of anticoagulation, but whether longer monitoring improves clinical outcomes needs to be addressed. AF detection does not differ from in- or out-patient ECG-monitoring with similar monitoring duration, so we consider it reasonable to initiate in-hospital monitoring as soon as possible and continue with outpatient monitoring for more than 48h. Although insertable loop recorders (ILR) increase AF detection based on their longer monitoring duration, comparison with non-implantable ECG devices for similar monitoring time is lacking. We suggest the use of implantable devices, if feasible, for AF detection instead of non- implantable devices to increase the detection of subclinical AF. There is weak evidence of a useful role for blood, ECG, and brain imaging biomarkers for the identification of patients at high risk of AF. In patients with patent foramen ovale, we found insufficient evidence from RCT, but prolonged cardiac monitoring in patients >55 years is advisable for subclinical AF detection. To conclude, in adult patients with ischaemic stroke or TIA of undetermined origin, we recommend longer duration of cardiac rhythm monitoring of more than 48h and if feasible with IRL to increase the detection of subclinical AF.
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Affiliation(s)
- Marta Rubiera
- Stroke Unit, Neurology, Hospital Vall d'Hebron, Barcelona, Barcelona, Spain
| | - Ana Aires
- Department of Neurology, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - Kateryna Antonenko
- Department of Neurology, Bogomolets National Medical University, Kyiv, Ukraine
| | | | - Christian H. Nolte
- Klinik und Hochschulambulanz für Neurologie and Center for Stroke Research Berlin, Charité-Universitätsmedizin Berlin, Berlin, Germany; Freie Universität Berlin, Humboldt- Universität zu Berlin, Berlin Institute of Health, Berlin, Germany
| | - Jukka Putaala
- Neurology, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Renate B. Schnabel
- Department of Cardiology University Heart and Vascular Center Hamburg, University Medical Center Hamburg Eppendorf Hamburg Germany
- German Center for Cardiovascular Research (DZHK) partner site Hamburg/Kiel/Lübeck Germany
| | - Anil M Tuladhar
- Department of Neurology, Donders Center for Medical Neurosciences, Radboud
University Medical Center, Nijmegen, The Netherlands
| | - David J. Werring
- Stroke Research Centre, Department of Brain Repair and Rehabilitation, UCL Queen Square Institute of Neurology and The National Hospital for Neurology and Neurosurgery, London, United Kingdom
| | - Dena Zeraatkar
- Biomedical Informatics, Harvard Medical School, Boston, Massachusetts, USA
- Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Maurizio Paciaroni
- Stroke Unit, Santa Maria della Misericordia Hospital, University of Perugia, Perugia, Italy
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13
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A Review of the Wide Range of Indications and Uses of Implantable Loop Recorders: A Review of the Literature. HEARTS 2022. [DOI: 10.3390/hearts3020007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Implantable loop recorders (ILR) are devices that are implanted subcutaneously on the chest, which enables the continuous monitoring of arrhythmias for up to three years. These devices have an important role in helping to make a diagnosis and supporting decisions about the best patient management. There are currently three companies that produce ILRs. The Reveal DX and XT device is produced by Medtronic. The Confirm device is produced by Abbott. The Biomonitor III device is produced by Biotronik. The established indications for ILR include the management of transient loss of consciousness and the diagnosis of undocumented palpitations; however, they are also used for less established applications, including atrial fibrillation (AF) monitoring and risk stratification in patients with previous myocardial infarction or inherited cardiomyopathies. There is also diverse literature exploring the use of these devices in other populations, including patients with conditions such as congenital heart disease, amyloidosis, stroke, obstructive sleep apnea, renal transplant and patients who undergo procedures such as AF ablation and coronary artery bypass graft. In this review, we describe how the use of ILR has been applied in different settings, including patients with cardiac and non-cardiac conditions as well as post-cardiac procedures. We then discuss the potential issues related to using ILR in these other indications.
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14
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Rakhimova I, Semenova Y, Khaibullin T, Kuanysheva A, Kovalchuk V, Abdrakhmanov A. Cryptogenic Stroke and Embolic Stroke of Undetermined Source: Risk Factors and Approaches for Detection of Atrial Fibrillation. Curr Cardiol Rev 2022; 18:e211221199213. [PMID: 34939547 PMCID: PMC9893140 DOI: 10.2174/1573403x18666211221145714] [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: 06/15/2021] [Revised: 08/17/2021] [Accepted: 11/03/2021] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Stroke is a problem worldwide because of its high mortality and disability rates. Almost 90% of strokes are ischemic, and more than half of the deaths are caused by an ischemic stroke. Most risk factors for stroke are manageable so that it can be avoided with proper prevention. Despite the success in determining the causes of stroke in recent years, selectively, the "culprit" causing stroke remains unsolved. In such cases, a diagnosis of undetermined etiology (cryptogenic stroke) or embolic stroke of undetermined source (ESUS) is generated, resulting the prevention of a recurrent cerebrovascular occurrence impossible. Atrial fibrillation (AF) can be a cause of stroke by causing blood clots in the chambers of the heart. PURPOSE The aim was to determine the optimal method of heart rate monitoring in patients with ischemic stroke, as methods and approaches for detecting AF are very diverse, but there is still no single opinion, which would be universal. PROCEDURES In our review, we consider epidemiology, risk factors for the stroke of undetermined etiology, as well as analytical methods for detecting heart rhythm disturbances in this category of patients. FINDINGS Atrial fibrillation (AF) is detected by thorough monitoring of heart rate of patients with cryptogenic stroke and ESUS can be diagnosed in up to 46% of patients. . CONCLUSION After AF detection, consideration should be given to prescribing anticoagulants, instead of antiplatelet agents, for the secondary prevention of stroke.
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Affiliation(s)
- Idaliya Rakhimova
- Department of Cardiology and Interventional Arrhythmology, Semey State Medical University, Semey, Kazakhstan
| | - Yuliya Semenova
- Department of Cardiology and Interventional Arrhythmology, Semey State Medical University, Semey, Kazakhstan
| | - Talgat Khaibullin
- Department of Cardiology and Interventional Arrhythmology, Semey State Medical University, Semey, Kazakhstan
| | - Anargul Kuanysheva
- Department of Cardiology and Interventional Arrhythmology, Semey State Medical University, Semey, Kazakhstan
| | - Vitalii Kovalchuk
- Department of Semashko City Hospital, Saint Petersburg, Russian Federation
| | - Ayan Abdrakhmanov
- National Research Cardiac Surgery Center, Nur-Sultan 010000, Kazakhstan
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15
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Bhat A, Mahajan V, Chen HHL, Gan GCH, Pontes-Neto OM, Tan TC. Embolic Stroke of Undetermined Source: Approaches in Risk Stratification for Cardioembolism. Stroke 2021; 52:e820-e836. [PMID: 34706562 DOI: 10.1161/strokeaha.121.034498] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Ischemic stroke is a leading cause of morbidity and mortality worldwide. Embolic stroke of undetermined source has been recently proposed to categorize nonlacunar ischemic strokes without confirmed etiology after adequate investigation with a likely embolic stroke mechanism. A strategy of empirical anticoagulation for embolic stroke of undetermined source patients is attractive but may only be beneficial in a select subset of patients. Strategies which would help identify the subset of embolic stroke of undetermined source patients most likely to have cardioembolic origin of stroke, and hence benefit from anticoagulation, are needed. This article will review current evidence which may be useful in the development of a risk stratification approach based on arrhythmia monitoring, cardiac imaging, and clinical risk stratification. This approach may be beneficial in clinical practice in improving patient outcomes and reducing stroke recurrence in this population; however, further work is required with active trials underway.
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Affiliation(s)
- Aditya Bhat
- Department of Cardiology, Blacktown Hospital, Sydney, Australia (A.B., V.M., H.H.L.C., G.C.H.G., T.C.T.).,School of Public Health and Community Medicine (A.B., T.C.T.), University of New South Wales, Sydney, Australia.,School of Medicine, Western Sydney University, Australia (A.B., G.C.H.G., T.C.T.)
| | - Vipul Mahajan
- Department of Cardiology, Blacktown Hospital, Sydney, Australia (A.B., V.M., H.H.L.C., G.C.H.G., T.C.T.)
| | - Henry H L Chen
- Department of Cardiology, Blacktown Hospital, Sydney, Australia (A.B., V.M., H.H.L.C., G.C.H.G., T.C.T.)
| | - Gary C H Gan
- Department of Cardiology, Blacktown Hospital, Sydney, Australia (A.B., V.M., H.H.L.C., G.C.H.G., T.C.T.).,School of Medicine (G.C.H.G.), University of New South Wales, Sydney, Australia.,School of Medicine, Western Sydney University, Australia (A.B., G.C.H.G., T.C.T.)
| | - Octavio M Pontes-Neto
- Stroke Service, Neurology Division, Department of Neuroscience and Behavior, Ribeirão Preto Medical School, University of São Paulo, Brazil (O.M.P.-N.)
| | - Timothy C Tan
- Department of Cardiology, Blacktown Hospital, Sydney, Australia (A.B., V.M., H.H.L.C., G.C.H.G., T.C.T.).,School of Public Health and Community Medicine (A.B., T.C.T.), University of New South Wales, Sydney, Australia.,School of Medicine, Western Sydney University, Australia (A.B., G.C.H.G., T.C.T.)
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16
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Kneihsl M, Bisping E, Scherr D, Mangge H, Fandler-Höfler S, Colonna I, Haidegger M, Eppinger S, Hofer E, Fazekas F, Enzinger C, Gattringer T. Predicting atrial fibrillation after cryptogenic stroke via a clinical risk score-a prospective observational study. Eur J Neurol 2021; 29:149-157. [PMID: 34519135 PMCID: PMC9292187 DOI: 10.1111/ene.15102] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 09/09/2021] [Indexed: 11/29/2022]
Abstract
Background and purpose Atrial fibrillation (AF) often remains undiagnosed in cryptogenic stroke (CS), mostly because of limited availability of cardiac long‐term rhythm monitoring. There is an unmet need for a pre‐selection of CS patients benefitting from such work‐up. A clinical risk score was therefore developed for the prediction of AF after CS and its performance was evaluated over 1 year of follow‐up. Methods Our proposed risk score ranges from 0 to 16 points and comprises variables known to be associated with occult AF in CS patients including age, N‐terminal pro‐brain natriuretic peptide, electrocardiographic and echocardiographic features (supraventricular premature beats, atrial runs, atrial enlargement, left ventricular ejection fraction) and brain imaging markers (multi‐territory/prior cortical infarction). All CS patients admitted to our Stroke Unit between March 2018 and August 2019 were prospectively followed for AF detection over 1 year after discharge. Results During the 1‐year follow‐up, 24 (16%) out of 150 CS patients with AF (detected via electrocardiogram controls, n = 18; loop recorder monitoring, n = 6) were diagnosed. Our predefined AF Risk Score (cutoff ≥4 points; highest Youden's index) had a sensitivity of 92% and a specificity of 67% for 1‐year prediction of AF. Notably, only two CS patients with <4 score points were diagnosed with AF later on (negative predictive value 98%). Conclusions A clinical risk score for 1‐year prediction of AF in CS with high sensitivity, reasonable specificity and excellent negative predictive value is presented. Generalizability of our score needs to be tested in external cohorts with continuous cardiac rhythm monitoring.
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Affiliation(s)
- Markus Kneihsl
- Department of Neurology, Medical University of Graz, Graz, Austria
| | - Egbert Bisping
- Division of Cardiology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Daniel Scherr
- Division of Cardiology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Harald Mangge
- Clinical Institute of Medical and Chemical Laboratory Diagnostics, Medical University of Graz, Graz, Austria
| | | | - Isabella Colonna
- Department of Neurology, Medical University of Graz, Graz, Austria
| | | | | | - Edith Hofer
- Department of Neurology, Medical University of Graz, Graz, Austria.,Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Graz, Austria
| | - Franz Fazekas
- Department of Neurology, Medical University of Graz, Graz, Austria
| | - Christian Enzinger
- Department of Neurology, Medical University of Graz, Graz, Austria.,Division of Neuroradiology, Vascular and Interventional Radiology, Department of Radiology, Medical University of Graz, Graz, Austria
| | - Thomas Gattringer
- Department of Neurology, Medical University of Graz, Graz, Austria.,Division of Neuroradiology, Vascular and Interventional Radiology, Department of Radiology, Medical University of Graz, Graz, Austria
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17
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Ble M, Benito B, Cuadrado-Godia E, Pérez-Fernández S, Gómez M, Mas-Stachurska A, Tizón-Marcos H, Molina L, Martí-Almor J, Cladellas M. Left Atrium Assessment by Speckle Tracking Echocardiography in Cryptogenic Stroke: Seeking Silent Atrial Fibrillation. J Clin Med 2021; 10:jcm10163501. [PMID: 34441797 PMCID: PMC8397042 DOI: 10.3390/jcm10163501] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 07/31/2021] [Accepted: 08/04/2021] [Indexed: 01/01/2023] Open
Abstract
Silent atrial fibrillation (AF) may be the cause of some cryptogenic strokes (CrS). The aim of the study was to analyse atrial size and function by speckle tracking echocardiography in CrS patients to detect atrial disease. Patients admitted to the hospital due to CrS were included prospectively. Echocardiogram analysis included left atrial ejection fraction (LAEF) and atrial strain. Insertable cardiac monitor was implanted, and AF was defined as an episode of ≥1 min in the first year after stroke. Left atrial enlargement was defined as indexed volume > 34 mL/m2. Seventy-five consecutive patients were included, aged 76 ± 9 years (arterial hypertension 75%). AF was diagnosed in 49% of cases. The AF group had higher atrial volume and worse atrial function: peak atrial longitudinal strain (PALs) 19.6 ± 5.7% vs. 29.5 ± 7.2%, peak atrial contraction strain (PACs) 8.9 ± 3.9% vs. 16.5 ± 6%, LAEF 46.8 ± 11.5% vs. 60.6 ± 5.2%; p < 0.001. AF was diagnosed in 20 of 53 patients with non-enlarged atrium, and in 18 of them, atrial dysfunction was present. The multivariate logistic regression analysis demonstrated an independent association between detection of AF and atrial volume, LAEF, and strain. Cut-off values were obtained: LAEF < 55%, PALs < 21.4%, and PACs < 12.9%. In conclusion, speckle tracking echocardiography in CrS patients improves silent atrial disease diagnosis, with or without atrial enlargement.
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Affiliation(s)
- Mireia Ble
- Medicine Department, Universidad Autónoma de Barcelona, 08035 Barcelona, Spain;
- Cardiology Department, Hospital del Mar, Parc de Salut Mar, 08003 Barcelona, Spain; (A.M.-S.); (H.T.-M.); (L.M.); (J.M.-A.)
- Correspondence: ; Tel.: +34-932-483-018
| | - Begoña Benito
- Hospital del Mar Medical Research Institute (IMIM), 08003 Barcelona, Spain; (B.B.); (E.C.-G.); (S.P.-F.)
- Cardiology Department, Hospital Vall d’Hebron, 08035 Barcelona, Spain
| | - Elisa Cuadrado-Godia
- Hospital del Mar Medical Research Institute (IMIM), 08003 Barcelona, Spain; (B.B.); (E.C.-G.); (S.P.-F.)
- Neurology Department, Hospital del Mar, Parc de Salut Mar, 08003 Barcelona, Spain
| | - Sílvia Pérez-Fernández
- Hospital del Mar Medical Research Institute (IMIM), 08003 Barcelona, Spain; (B.B.); (E.C.-G.); (S.P.-F.)
- CIBER of Cardiovascular Diseases (CIBERCV), 08003 Barcelona, Spain
| | - Miquel Gómez
- Cardiology Department, Hospital de Barcelona, 08034 Barcelona, Spain;
| | - Aleksandra Mas-Stachurska
- Cardiology Department, Hospital del Mar, Parc de Salut Mar, 08003 Barcelona, Spain; (A.M.-S.); (H.T.-M.); (L.M.); (J.M.-A.)
- Hospital del Mar Medical Research Institute (IMIM), 08003 Barcelona, Spain; (B.B.); (E.C.-G.); (S.P.-F.)
| | - Helena Tizón-Marcos
- Cardiology Department, Hospital del Mar, Parc de Salut Mar, 08003 Barcelona, Spain; (A.M.-S.); (H.T.-M.); (L.M.); (J.M.-A.)
- Hospital del Mar Medical Research Institute (IMIM), 08003 Barcelona, Spain; (B.B.); (E.C.-G.); (S.P.-F.)
| | - Lluis Molina
- Cardiology Department, Hospital del Mar, Parc de Salut Mar, 08003 Barcelona, Spain; (A.M.-S.); (H.T.-M.); (L.M.); (J.M.-A.)
- Hospital del Mar Medical Research Institute (IMIM), 08003 Barcelona, Spain; (B.B.); (E.C.-G.); (S.P.-F.)
- Cardiology Department, Hospital de Barcelona, 08034 Barcelona, Spain;
| | - Julio Martí-Almor
- Cardiology Department, Hospital del Mar, Parc de Salut Mar, 08003 Barcelona, Spain; (A.M.-S.); (H.T.-M.); (L.M.); (J.M.-A.)
- Hospital del Mar Medical Research Institute (IMIM), 08003 Barcelona, Spain; (B.B.); (E.C.-G.); (S.P.-F.)
| | - Mercè Cladellas
- Medicine Department, Universidad Autónoma de Barcelona, 08035 Barcelona, Spain;
- Cardiology Department, Hospital del Mar, Parc de Salut Mar, 08003 Barcelona, Spain; (A.M.-S.); (H.T.-M.); (L.M.); (J.M.-A.)
- Hospital del Mar Medical Research Institute (IMIM), 08003 Barcelona, Spain; (B.B.); (E.C.-G.); (S.P.-F.)
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18
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Edwards SJ, Wakefield V, Jhita T, Kew K, Cain P, Marceniuk G. Implantable cardiac monitors to detect atrial fibrillation after cryptogenic stroke: a systematic review and economic evaluation. Health Technol Assess 2021; 24:1-184. [PMID: 31944175 DOI: 10.3310/hta24050] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Cryptogenic stroke is a stroke for which no cause is identified after standard diagnostic tests. Long-term implantable cardiac monitors may be better at diagnosing atrial fibrillation and provide an opportunity to reduce the risk of stroke recurrence with anticoagulants. OBJECTIVES The objectives were to assess the diagnostic test accuracy, clinical effectiveness and cost-effectiveness of three implantable monitors [BioMonitor 2-AF™ (Biotronik SE & Co. KG, Berlin, Germany), Confirm Rx™ (Abbott Laboratories, Lake Bluff, IL, USA) and Reveal LINQ™ (Medtronic plc, Minneapolis, MN, USA)] in patients who have had a cryptogenic stroke and for whom no atrial fibrillation is detected after 24 hours of external electrocardiographic monitoring. DATA SOURCES MEDLINE, EMBASE, The Cochrane Library, Database of Abstracts of Reviews of Effects and Health Technology Assessment databases were searched from inception until September 2018. REVIEW METHODS A systematic review was undertaken. Two reviewers agreed on studies for inclusion and performed quality assessment using the Cochrane Risk of Bias 2.0 tool. Results were discussed narratively because there were insufficient data for synthesis. A two-stage de novo economic model was developed: (1) a short-term patient flow model to identify cryptogenic stroke patients who have had atrial fibrillation detected and been prescribed anticoagulation treatment (rather than remaining on antiplatelet treatment) and (2) a long-term Markov model that captured the lifetime costs and benefits of patients on either anticoagulation or antiplatelet treatment. RESULTS One randomised controlled trial, Cryptogenic Stroke and underlying Atrial Fibrillation (CRYSTAL-AF) (Sanna T, Diener HC, Passman RS, Di Lazzaro V, Bernstein RA, Morillo CA, et al. Cryptogenic stroke and underlying atrial fibrillation. N Engl J Med 2014;370:2478-86), was identified, and no diagnostic test accuracy study was identified. The CRYSTAL-AF trial compared the Reveal™ XT (a Reveal LINQ predecessor) (Medtronic plc) monitor with standard of care monitoring. Twenty-six single-arm observational studies for the Reveal devices were also identified. The only data for BioMonitor 2-AF or Confirm Rx were from mixed population studies supplied by the companies. Atrial fibrillation detection in the CRYSTAL-AF trial was higher with the Reveal XT than with standard monitoring at all time points. By 36 months, atrial fibrillation was detected in 19% of patients with an implantable cardiac monitor and in 2.3% of patients receiving conventional follow-up. The 26 observational studies demonstrated that, even in a cryptogenic stroke population, atrial fibrillation detection rates are highly variable and most cases are asymptomatic; therefore, they probably would not have been picked up without an implantable cardiac monitor. Device-related adverse events, such as pain and infection, were low in all studies. The de novo economic model produced incremental cost effectiveness ratios comparing implantable cardiac monitors with standard of care monitoring to detect atrial fibrillation in cryptogenic stroke patients based on data for the Reveal XT device, which can be related to Reveal LINQ. The BioMonitor 2-AF and Confirm RX were included in the analysis by making a strong assumption of equivalence with Reveal LINQ. The results indicate that implantable cardiac monitors could be considered cost-effective at a £20,000-30,000 threshold. When each device is compared incrementally, BioMonitor 2-AF dominates Reveal LINQ and Confirm RX. LIMITATIONS The cost-effectiveness analysis for implantable cardiac monitors is based on a strong assumption of clinical equivalence and should be interpreted with caution. CONCLUSIONS All three implantable cardiac monitors could be considered cost-effective at a £20,000-30,000 threshold, compared with standard of care monitoring, for cryptogenic stroke patients with no atrial fibrillation detected after 24 hours of external electrocardiographic monitoring; however, further clinical studies are required to confirm their efficacy in cryptogenic stroke patients. STUDY REGISTRATION This study is registered as PROSPERO CRD42018109216. FUNDING This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 24, No. 5. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Steven J Edwards
- British Medical Journal (BMJ) Technology Assessment Group, London, UK
| | | | - Tracey Jhita
- British Medical Journal (BMJ) Technology Assessment Group, London, UK
| | - Kayleigh Kew
- British Medical Journal (BMJ) Technology Assessment Group, London, UK
| | - Peter Cain
- British Medical Journal (BMJ) Technology Assessment Group, London, UK
| | - Gemma Marceniuk
- British Medical Journal (BMJ) Technology Assessment Group, London, UK
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19
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Lu Y, Diao SS, Huang SJ, Zhao JJ, Ye MF, Yao FR, Kong Y, Xu Z. Insertable cardiac monitors for detection of atrial fibrillation after cryptogenic stroke: a meta-analysis. Neurol Sci 2021; 42:4139-4148. [PMID: 33528671 DOI: 10.1007/s10072-021-05104-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 01/29/2021] [Indexed: 01/02/2023]
Abstract
BACKGROUND In recent years, the implantable cardiac monitors (ICM) have enhanced the recognition ability of atrial fibrillation (AF), which makes ICM have a new application in AF detection. We conducted a meta-analysis to determine the total incidence of newly found AF detected by ICM after cryptogenic stroke and to evaluate the factors related to the detection of AF. METHODS A literature search was conducted in the PubMed, EMBASE, Web of Science, and Cochrane library databases until March 1, 2020. Studies that reported the detection rate of AF using ICM in cryptogenic stroke patients with negative initial AF screening were analyzed. RESULTS A total of 23 studies were included. The overall proportion of AF detected by ICM in cryptogenic stroke patients was 25% (95% confidence interval [CI], 22-29%). The rate of AF detected by ICM was independently related to both cardiac monitoring time (coefficient = 0.0003; 95% CI, 0.0001-0.0005; P = 0.0001) and CHA2DS2-VASc score (coefficient = 0.0834; 95% CI, 0.0339-0.1329; P = 0.001). In subgroup analysis, we found a significant difference in the detection rate of AF for monitoring duration (< 6 months: 9.6% [95% CI, 4.4-16.4%]; ≥ 6 and ≤ 12 months: 19.3% [95% CI, 15.9-23.0%]; > 12 and ≤ 24 months: 23.6% [95% CI, 19.9-27.5%]; > 24 months and ≤ 36 months: 36.5% [95% CI, 24.2-49.9%]; P < 0.001), and continent (Europe: 26.5% [95% CI, 22.2-31.0%]; North America: 16.0% [95% CI, 10.3-22.6%]; Asia: 17.4% [95% CI, 12.4-23.0%]; P = 0.005). CONCLUSIONS The longer the time of ICM monitoring after cryptogenic stroke, the higher the detection rate of AF. Further research is still needed to determine the optimal duration of long-term cardiac monitoring.
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Affiliation(s)
- Yue Lu
- Department of Neurology, The First Affiliated Hospital of Soochow University, No. 899, Pinghai Road, Suzhou, Jiangsu, China
| | - Shan-Shan Diao
- Department of Neurology, The First Affiliated Hospital of Soochow University, No. 899, Pinghai Road, Suzhou, Jiangsu, China
| | - Shuang-Jiao Huang
- Department of Neurology, The First Affiliated Hospital of Soochow University, No. 899, Pinghai Road, Suzhou, Jiangsu, China
| | - Jie-Ji Zhao
- Department of Neurology, The First Affiliated Hospital of Soochow University, No. 899, Pinghai Road, Suzhou, Jiangsu, China
| | - Meng-Fan Ye
- Department of Neurology, The First Affiliated Hospital of Soochow University, No. 899, Pinghai Road, Suzhou, Jiangsu, China
| | - Fei-Rong Yao
- Department of Radiology, The First Affiliated Hospital of Soochow University, No. 899, Pinghai Road, Suzhou, Jiangsu, China
| | - Yan Kong
- Department of Neurology, The First Affiliated Hospital of Soochow University, No. 899, Pinghai Road, Suzhou, Jiangsu, China.
| | - Zhuan Xu
- Department of Neurology, The First Affiliated Hospital of Soochow University, No. 899, Pinghai Road, Suzhou, Jiangsu, China.
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20
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Melis F, Guido M, Amellone C, Suppo M, Bonanno M, Bovio C, Pessia A, Savio K, Lucciola MT, Ebrille E, Guastamacchia G, Cassano D, Filippi P, Milano E, Giammaria M, Imperiale D. Prevalence and predictors of atrial fibrillation in patients with embolic stroke of undetermined source: a real-life single-center retrospective study. Neurol Sci 2021; 42:3707-3714. [PMID: 33443664 DOI: 10.1007/s10072-020-04963-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Accepted: 12/03/2020] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Up to one-third of ischemic strokes remained cryptogenic despite extensive investigations. Atrial fibrillation may be detected in a significant proportion of patients with embolic stroke of undetermined source, particularly after the introduction of implantable loop recorder in clinical practice. METHODS We retrospectively included all the consecutive patients with embolic stroke of undetermined source referred to our units in the period November 2013 to December 2018 and in which an implantable loop recorder was positioned within 6 months from stroke event. Prevalence and predictors of atrial fibrillation were investigated. RESULTS One hundred thirty-eight patients with embolic stroke of undetermined source fulfilling inclusion criteria were identified. The crude prevalence of atrial fibrillation at the end of observation period was of 45.7%. Incidence rates at 6, 12, 18, 24, and 36 months resulted, respectively, 31.8% (95% CI, 30.4-46.7), 38.0% (95% CI, 30.4-46.9), 42.6% (95% CI, 34.5-51.6), 46.6% (95% CI, 38.2-55.8), and 50.4% (95% CI, 41.6-59.9). On multivariate analysis, only excessive supraventricular electric activity and left atrial enlargement resulted to be significant predictors of atrial fibrillation (p = 0.037 and p < 0.0001, respectively). CONCLUSIONS Atrial fibrillation may be detected in a relevant proportion (up to 50%) of patients with embolic stroke of undetermined source if a careful and extensive diagnostic work-up is employed. Excessive supraventricular electric activity and left atrial enlargement are significant predictors of the occurrence of atrial fibrillation in these patients.
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Affiliation(s)
- Fabio Melis
- SC Neurologia 1 - Ospedale Maria Vittoria, Via Cibrario 72, 10144, Torino, Italy
| | - Marilena Guido
- SC Neurologia 1 - Ospedale Maria Vittoria, Via Cibrario 72, 10144, Torino, Italy
| | | | - Marco Suppo
- SC Cardiologia 1 - Ospedale Maria Vittoria, Torino, Italy
| | - Maria Bonanno
- SC Neurologia 1 - Ospedale Maria Vittoria, Via Cibrario 72, 10144, Torino, Italy
| | - Consuelo Bovio
- SC Neurologia 1 - Ospedale Maria Vittoria, Via Cibrario 72, 10144, Torino, Italy
| | - Andrea Pessia
- SC Neurologia 1 - Ospedale Maria Vittoria, Via Cibrario 72, 10144, Torino, Italy
| | - Katia Savio
- SC Neurologia 1 - Ospedale Maria Vittoria, Via Cibrario 72, 10144, Torino, Italy
| | | | - Elisa Ebrille
- SC Cardiologia 1 - Ospedale Maria Vittoria, Torino, Italy
| | - Giulia Guastamacchia
- SC Neurologia 1 - Ospedale Maria Vittoria, Via Cibrario 72, 10144, Torino, Italy
| | - Daniela Cassano
- SC Neurologia 1 - Ospedale Maria Vittoria, Via Cibrario 72, 10144, Torino, Italy
| | - Paola Filippi
- SC Neurologia 1 - Ospedale Maria Vittoria, Via Cibrario 72, 10144, Torino, Italy
| | - Eva Milano
- SC Neurologia 1 - Ospedale Maria Vittoria, Via Cibrario 72, 10144, Torino, Italy
| | | | - Daniele Imperiale
- SC Neurologia 1 - Ospedale Maria Vittoria, Via Cibrario 72, 10144, Torino, Italy.
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21
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Yan B, Tu H, Lam C, Swift C, Ho MS, Mok VCT, Sui Y, Sharpe D, Ghia D, Jannes J, Davis S, Liu X, Freedman B. Nurse Led Smartphone Electrographic Monitoring for Atrial Fibrillation after Ischemic Stroke: SPOT-AF. J Stroke 2020; 22:387-395. [PMID: 33053954 PMCID: PMC7568969 DOI: 10.5853/jos.2020.00689] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Accepted: 06/17/2020] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND AND PURPOSE Paroxysmal atrial fibrillation (PAF) underlying acute stroke frequently evades detection by standard practice, considered to be a combination of routine electrocardiogram (ECG) monitoring, and 24-hour Holter recordings. We hypothesized that nurse-led in-hospital intermittent monitoring approach would increase PAF detection rate. METHODS We recruited patients hospitalised for stroke/transient ischemic attack, without history of atrial fibrillation (AF), in a prospective multi-centre observational study. Patients were monitored using a smartphone-enabled handheld ECG (iECG) during routine nursing observations, and underwent 24-hour Holter monitoring according to local practice. The primary outcome was comparison of AF detection by nurse-led iECG versus Holter monitoring in patients who received both tests: secondary outcome was oral anticoagulant commencement at 3-month following PAF detection. RESULTS One thousand and seventy-nine patients underwent iECG monitoring: 294 had iECG and Holter monitoring. AF was detected in 25/294 (8.5%) by iECG, and 8/294 (2.8%) by 24-hour Holter recordings (P<0.001). Median duration from stroke onset to AF detection for iECG was 3 days (interquartile range [IQR], 2 to 6) compared with 7 days (IQR, 6 to 10) for Holter recordings (P=0.02). Of 25 patients with AF detected by iECG, 11 were commenced on oral anticoagulant, compared to 5/8 for Holter. AF was detected in 8.8% (69/785 patients) who underwent iECG recordings only (P=0.8 vs. those who had both iECG and 24-hour Holter). CONCLUSIONS Nurse-led in-hospital iECG surveillance after stroke is feasible and effective and detects more PAF earlier and more frequently than routine 24-hour Holter recordings. Screening with iECG could be incorporated into routine post-stroke nursing observations to increase diagnosis of PAF, and facilitate institution of guideline-recommended anticoagulation.
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Affiliation(s)
- Bernard Yan
- The Melbourne Brain Centre at the Royal Melbourne Hospital and the University of Melbourne, Parkville, Australia
| | - Hans Tu
- Department of Neurology and Medicine, Western Health, The University of Melbourne, Footscray, Australia
| | - Christina Lam
- The Melbourne Brain Centre at the Royal Melbourne Hospital and the University of Melbourne, Parkville, Australia
| | - Corey Swift
- The Melbourne Brain Centre at the Royal Melbourne Hospital and the University of Melbourne, Parkville, Australia
| | - Ma Sze Ho
- Lui Che Woo Institute of Innovative Medicine, Therese Pei Fong Chow Research Centre for Prevention of Dementia, Prince of Wales Hospital, and Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Vincent C T Mok
- Lui Che Woo Institute of Innovative Medicine, Therese Pei Fong Chow Research Centre for Prevention of Dementia, Prince of Wales Hospital, and Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Yi Sui
- Department of Neurology, Shenyang First People's Hospital, Shenyang, China
| | - David Sharpe
- Neurology Department, Concord General Hospital, Sydney, Australia
| | - Darshan Ghia
- Neurology Department, Concord General Hospital, Sydney, Australia
| | - Jim Jannes
- Department of Neurology, Royal Adelaide Hospital, Adelaide, Australia
| | - Stephen Davis
- The Melbourne Brain Centre at the Royal Melbourne Hospital and the University of Melbourne, Parkville, Australia
| | - Xinfeng Liu
- Department of Neurology, Jinling Hospital, Medical School of Nanjing University, Nanjing, China
| | - Ben Freedman
- Heart Research Institute Charles Perkins Centre, and Concord Hospital Cardiology, University of Sydney, Sydney, Australia
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22
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Nahab F, Sharashidze V, Liu M, Rathakrishnan P, El Jamal S, Duncan A, Hoskins M, Marmarchi F, Belagaje S, Bianchi N, Belair T, Henriquez L, Monah K, Rangaraju S. Markers of coagulation and hemostatic activation aid in identifying causes of cryptogenic stroke. Neurology 2020; 94:e1892-e1899. [PMID: 32291293 PMCID: PMC7274921 DOI: 10.1212/wnl.0000000000009365] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Accepted: 11/27/2019] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE To test the hypothesis that markers of coagulation and hemostatic activation (MOCHA) help identify causes of cryptogenic stroke, we obtained serum measurements on 132 patients and followed them up to identify causes of stroke. METHODS Consecutive patients with cryptogenic stroke who met embolic stroke of undetermined source (ESUS) criteria from January 1, 2017, to October 31, 2018, underwent outpatient cardiac monitoring and the MOCHA profile (serum D-dimer, prothrombin fragment 1.2, thrombin-antithrombin complex, and fibrin monomer) obtained ≥2 weeks after the index stroke; abnormal MOCHA profile was defined as ≥2 elevated markers. Prespecified endpoints monitored during routine clinical visits included new atrial fibrillation (AF), malignancy, venous thromboembolism (VTE), or other defined hypercoagulable states (HS). RESULTS Overall, 132 patients with ESUS (mean age 64 ± 15 years, 61% female, 51% nonwhite) met study criteria. During a median follow-up of 10 (interquartile range 7-14) months, AF, malignancy, VTE, or HS was identified in 31 (23%) patients; the 53 (40%) patients with ESUS with abnormal MOCHA were significantly more likely than patients with normal levels to have subsequent new diagnoses of malignancy (21% vs 0%, p < 0.001), VTE (9% vs 0%, p = 0.009), or HS (11% vs 0%, p = 0.004) but not AF (8% vs 9%, p = 0.79). The combination of 4 normal MOCHA and normal left atrial size (n = 30) had 100% sensitivity for ruling out the prespecified endpoints. CONCLUSION The MOCHA profile identified patients with cryptogenic stroke more likely to have new malignancy, VTE, or HS during short-term follow-up and may be useful in direct evaluation for underlying causes of cryptogenic stroke.
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Affiliation(s)
- Fadi Nahab
- From the Departments of Neurology (F.N., V.S., M.L., P.R., S.E.J., F.M., S.B., N.B., T.B., L.H., K.M., S.R.), Pediatrics (F.N.), Pathology (A.D.), and Cardiology (M.H.), Emory University, Atlanta, GA
| | - Vera Sharashidze
- From the Departments of Neurology (F.N., V.S., M.L., P.R., S.E.J., F.M., S.B., N.B., T.B., L.H., K.M., S.R.), Pediatrics (F.N.), Pathology (A.D.), and Cardiology (M.H.), Emory University, Atlanta, GA
| | - Michael Liu
- From the Departments of Neurology (F.N., V.S., M.L., P.R., S.E.J., F.M., S.B., N.B., T.B., L.H., K.M., S.R.), Pediatrics (F.N.), Pathology (A.D.), and Cardiology (M.H.), Emory University, Atlanta, GA
| | - Priyadharshi Rathakrishnan
- From the Departments of Neurology (F.N., V.S., M.L., P.R., S.E.J., F.M., S.B., N.B., T.B., L.H., K.M., S.R.), Pediatrics (F.N.), Pathology (A.D.), and Cardiology (M.H.), Emory University, Atlanta, GA
| | - Sleiman El Jamal
- From the Departments of Neurology (F.N., V.S., M.L., P.R., S.E.J., F.M., S.B., N.B., T.B., L.H., K.M., S.R.), Pediatrics (F.N.), Pathology (A.D.), and Cardiology (M.H.), Emory University, Atlanta, GA
| | - Alexander Duncan
- From the Departments of Neurology (F.N., V.S., M.L., P.R., S.E.J., F.M., S.B., N.B., T.B., L.H., K.M., S.R.), Pediatrics (F.N.), Pathology (A.D.), and Cardiology (M.H.), Emory University, Atlanta, GA
| | - Michael Hoskins
- From the Departments of Neurology (F.N., V.S., M.L., P.R., S.E.J., F.M., S.B., N.B., T.B., L.H., K.M., S.R.), Pediatrics (F.N.), Pathology (A.D.), and Cardiology (M.H.), Emory University, Atlanta, GA
| | - Fahad Marmarchi
- From the Departments of Neurology (F.N., V.S., M.L., P.R., S.E.J., F.M., S.B., N.B., T.B., L.H., K.M., S.R.), Pediatrics (F.N.), Pathology (A.D.), and Cardiology (M.H.), Emory University, Atlanta, GA
| | - Samir Belagaje
- From the Departments of Neurology (F.N., V.S., M.L., P.R., S.E.J., F.M., S.B., N.B., T.B., L.H., K.M., S.R.), Pediatrics (F.N.), Pathology (A.D.), and Cardiology (M.H.), Emory University, Atlanta, GA
| | - Nicolas Bianchi
- From the Departments of Neurology (F.N., V.S., M.L., P.R., S.E.J., F.M., S.B., N.B., T.B., L.H., K.M., S.R.), Pediatrics (F.N.), Pathology (A.D.), and Cardiology (M.H.), Emory University, Atlanta, GA
| | - Trina Belair
- From the Departments of Neurology (F.N., V.S., M.L., P.R., S.E.J., F.M., S.B., N.B., T.B., L.H., K.M., S.R.), Pediatrics (F.N.), Pathology (A.D.), and Cardiology (M.H.), Emory University, Atlanta, GA
| | - Laura Henriquez
- From the Departments of Neurology (F.N., V.S., M.L., P.R., S.E.J., F.M., S.B., N.B., T.B., L.H., K.M., S.R.), Pediatrics (F.N.), Pathology (A.D.), and Cardiology (M.H.), Emory University, Atlanta, GA
| | - Kaslyn Monah
- From the Departments of Neurology (F.N., V.S., M.L., P.R., S.E.J., F.M., S.B., N.B., T.B., L.H., K.M., S.R.), Pediatrics (F.N.), Pathology (A.D.), and Cardiology (M.H.), Emory University, Atlanta, GA
| | - Srikant Rangaraju
- From the Departments of Neurology (F.N., V.S., M.L., P.R., S.E.J., F.M., S.B., N.B., T.B., L.H., K.M., S.R.), Pediatrics (F.N.), Pathology (A.D.), and Cardiology (M.H.), Emory University, Atlanta, GA
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Muscari A, Barone P, Faccioli L, Ghinelli M, Pastore Trossello M, Puddu GM, Spinardi L, Zoli M. Usefulness of the ACTEL Score to Predict Atrial Fibrillation in Patients with Cryptogenic Stroke. Cardiology 2020; 145:168-177. [PMID: 31991416 DOI: 10.1159/000505262] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Accepted: 12/05/2019] [Indexed: 11/19/2022]
Abstract
INTRODUCTION To assess the probability of undetected atrial fibrillation (AF) in patients with ischemic stroke, we previously compared patients who were first diagnosed with AF with patients with large or small artery disease and obtained the MrWALLETS 8-item scoring system. In the present study, we utilized cryptogenic strokes (CS) as the control group, as AF is normally sought among CS patients. METHODS We retrospectively examined 191 ischemic stroke patients (72.5 ± 12.6 years), 68 with first diagnosed AF and 123 with CS, who had undergone 2 brain CT scans, echocardiography, carotid/vertebral ultrasound, continuous electrocardiogram monitoring and anamnestic/laboratory search for cardiovascular risk factors. RESULTS In logistic regression, 5 variables were independently associated with AF, forming the "ACTEL" score: Age ≥75 years (OR 2.42, 95% CI 1.18-4.96, p = 0.02; +1 point); hyperCholesterolemia (OR 0.38, 95% CI 0.18-0.78, p = 0.009; -1 point); Tricuspid regurgitation ≥ mild-to-moderate (OR 4.99, 95% CI 1.63-15.27, p = 0.005; +1 point); left ventricular End-diastolic volume <65 mL (OR 7.43, 95% CI 2.44-22.6, p = 0.0004; +1 point); Left atrium ≥4 cm (OR 4.57, 95% CI 1.97-10.62, p = 0.0004; +1 point). The algebraic sum of these points may range from -1 to +4. For AF identification, the area under the receiver operating characteristic curve was 0.80 (95% CI 0.73-0.87). With a cutoff of ≥2, positive predictive value was 80.8%, specificity 92.7% and sensitivity 55.9%. CONCLUSIONS The ACTEL score, a simplified and improved version of the MrWALLETS score, allows the identification of patients with first diagnosed AF, in the context of CSs, with a high positive predictive value.
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Affiliation(s)
- Antonio Muscari
- Stroke Unit, Medical Department of Continuity of Care and Disability, S.Orsola-Malpighi Hospital, Bologna, Italy, .,Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy,
| | - Pietro Barone
- Stroke Unit, Medical Department of Continuity of Care and Disability, S.Orsola-Malpighi Hospital, Bologna, Italy
| | - Luca Faccioli
- Diagnostic Interventional Neuroradiology Unit, S.Orsola-Malpighi Hospital, Bologna, Italy
| | - Marco Ghinelli
- Department of Cardiothoracic and Vascular Medicine, S.Orsola-Malpighi Hospital, Bologna, Italy
| | | | - Giovanni M Puddu
- Stroke Unit, Medical Department of Continuity of Care and Disability, S.Orsola-Malpighi Hospital, Bologna, Italy
| | - Luca Spinardi
- Diagnostic Interventional Neuroradiology Unit, S.Orsola-Malpighi Hospital, Bologna, Italy
| | - Marco Zoli
- Stroke Unit, Medical Department of Continuity of Care and Disability, S.Orsola-Malpighi Hospital, Bologna, Italy.,Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
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Tsivgoulis G, Katsanos AH, Köhrmann M, Caso V, Perren F, Palaiodimou L, Deftereos S, Giannopoulos S, Ellul J, Krogias C, Mavridis D, Triantafyllou S, Alexandrov AW, Schellinger PD, Alexandrov AV. Duration of Implantable Cardiac Monitoring and Detection of Atrial Fibrillation in Ischemic Stroke Patients: A Systematic Review and Meta-Analysis. J Stroke 2019; 21:302-311. [PMID: 31590474 PMCID: PMC6780018 DOI: 10.5853/jos.2019.01067] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2019] [Revised: 06/04/2019] [Accepted: 06/14/2019] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND AND PURPOSE Current guidelines do not provide firm directions on atrial fibrillation (AF) screening after ischemic stroke (IS). We sought to investigate the association of implantable cardiac monitoring (ICM) duration with the yield of AF detection in IS patients. METHODS We included studies reporting AF detection rates by ICM in IS patients with negative initial AF screening. We excluded studies reporting prolonged cardiac monitoring with devices other than ICM, not providing AF detection rates or monitoring duration, and reporting overlapping data for the same population. The random-effects model was used for all pooled estimates and meta-regression analyses. RESULTS We included 28 studies (4,531 patients, mean age 65 years). In meta-regression analyses, the proportion of AF detection by ICM was independently associated with monitoring duration (coefficient=0.015; 95% confidence interval [CI], 0.005 to 0.024) and mean patient age (coefficient=0.009; 95% CI, 0.003 to 0.015). No associations were detected with other patient characteristics, including IS subtype (cryptogenic vs. embolic stroke of undetermined source) or time from IS onset to CM implantation. In subgroup analyses, significant differences (P<0.001) in the AF detection rates were found for ICM duration (<6 months: 5% [95% CI, 3% to 6%]; ≥6 and ≤12 months: 21% [95% CI, 16% to 25%]; >12 and ≤24 months: 26% [95% CI, 22% to 31%]; >24 months: 34% [95% CI, 29% to 39%]). CONCLUSION s Extended duration of ICM monitoring and increased patient age are factors that substantially increase AF detection in IS patients with initial negative AF screening.
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Affiliation(s)
- Georgios Tsivgoulis
- Second Department of Neurology, Attikon Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
- Department of Neurology, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Aristeidis H. Katsanos
- Second Department of Neurology, Attikon Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
- Department of Neurology, University of Ioannina School of Medicine, Ioannina, Greece
| | - Martin Köhrmann
- Department of Neurology, Essen University Hospital, Essen, Germany
| | - Valeria Caso
- Stroke Unit, Division of Cardiovascular Medicine, University of Perugia, Perugia, Italy
| | - Fabienne Perren
- Department of Neurology, University Hospital of Geneva, Geneva, Switzerland
| | - Lina Palaiodimou
- Second Department of Neurology, Attikon Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Spyridon Deftereos
- Second Department of Cardiology, Attikon Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Sotirios Giannopoulos
- Department of Neurology, University of Ioannina School of Medicine, Ioannina, Greece
| | - John Ellul
- Department of Neurology, University Hospital of Patras, School of Medicine, University of Patras, Patras, Greece
| | - Christos Krogias
- Department of Neurology, St. Josef-Hospital, Ruhr University, Bochum, Germany
| | - Dimitris Mavridis
- Department of Primary Education, University of Ioannina, Ioannina, Greece
| | - Sokratis Triantafyllou
- Second Department of Neurology, Attikon Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Anne W. Alexandrov
- Department of Neurology, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Peter D. Schellinger
- Department of Neurology and Neurogeriatry, Johannes Wesling Medical Center, Ruhr University Bochum, Minden, Germany
| | - Andrei V. Alexandrov
- Department of Neurology, University of Tennessee Health Science Center, Memphis, TN, USA
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Kneihsl M, Gattringer T, Bisping E, Scherr D, Raggam R, Mangge H, Enzinger C, Fandler-Höfler S, Eppinger S, Hermetter C, Bucnik B, Poltrum B, Niederkorn K, Fazekas F. Blood Biomarkers of Heart Failure and Hypercoagulation to Identify Atrial Fibrillation-Related Stroke. Stroke 2019; 50:2223-2226. [PMID: 31216968 DOI: 10.1161/strokeaha.119.025339] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background and Purpose- Occult atrial fibrillation (AF) causes a relevant proportion of initially cryptogenic stroke (CS), but prolonged rhythm monitoring is difficult to apply to all such patients. We hypothesized that blood biomarkers indicating heart failure (NT-proBNP [N-terminal pro-brain natriuretic peptide]) and hypercoagulability (D-dimer, AT-III [antithrombin-III]) were associated with AF-related stroke and could serve to predict the likelihood of AF detection in CS patients early on. Methods- Over a 1-year period, we prospectively applied a defined etiologic work-up to all ischemic stroke patients admitted to our stroke unit. If no clear stroke cause was detected (CS), patients underwent extended in-hospital cardiac rhythm monitoring (≥72 hours). Blood to determine biomarker levels was drawn within 24 hours after admission. Results- Of 429 patients, 103 had AF-related stroke. Compared with noncardiac stroke patients (n=171), they had higher NT-proBNP (1867 versus 263 pg/ml) and D-dimer levels (1.1 versus 0.6 µg/ml), and lower AT-III concentration (89% versus 94%). NT-proBNP ≥505 pg/ml distinguished AF-related from noncardiac stroke with a sensitivity of 93% and a specificity of 72%. D-dimer and AT-III cutoffs had lower sensitivities (61% and 53%) and specificities (58% and 69%) for AF-related stroke. Of all initially 143 CS patients, 14 were diagnosed with AF during in-hospital monitoring. The preidentified NT-proBNP cutoff ≥505 pg/ml correctly predicted AF in 12 of them (86%, negative predictive value: 98%), while D-dimer and AT-III cutoffs were noncontributory. Conclusions- This study supports the association of NT-proBNP and to a lesser extent of hypercoagulation markers with AF-related stroke. NT-proBNP seems helpful in selecting CS patients for immediate extended cardiac rhythm monitoring to detect occult AF whereby levels <505 pg/ml seem to have a high-negative predictive value.
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Affiliation(s)
- Markus Kneihsl
- From the Department of Neurology (M.K., T.G., C.E., S.F.-H., S.E., C.H., B.B., B.P., K.N., F.F.)
| | - Thomas Gattringer
- From the Department of Neurology (M.K., T.G., C.E., S.F.-H., S.E., C.H., B.B., B.P., K.N., F.F.)
| | - Egbert Bisping
- Division of Cardiology (E.B., D.S.), All Medical University of Graz, Austria
| | - Daniel Scherr
- Division of Cardiology (E.B., D.S.), All Medical University of Graz, Austria
| | - Reinhard Raggam
- Division of Angiology (R.R.), All Medical University of Graz, Austria
| | - Harald Mangge
- Department of Internal Medicine, and Clinical Institute of Medical and Chemical Laboratory Diagnostics (H.M.), All Medical University of Graz, Austria
| | - Christian Enzinger
- From the Department of Neurology (M.K., T.G., C.E., S.F.-H., S.E., C.H., B.B., B.P., K.N., F.F.)
| | - Simon Fandler-Höfler
- From the Department of Neurology (M.K., T.G., C.E., S.F.-H., S.E., C.H., B.B., B.P., K.N., F.F.)
| | - Sebastian Eppinger
- From the Department of Neurology (M.K., T.G., C.E., S.F.-H., S.E., C.H., B.B., B.P., K.N., F.F.)
| | - Christina Hermetter
- From the Department of Neurology (M.K., T.G., C.E., S.F.-H., S.E., C.H., B.B., B.P., K.N., F.F.)
| | - Bernd Bucnik
- From the Department of Neurology (M.K., T.G., C.E., S.F.-H., S.E., C.H., B.B., B.P., K.N., F.F.)
| | - Birgit Poltrum
- From the Department of Neurology (M.K., T.G., C.E., S.F.-H., S.E., C.H., B.B., B.P., K.N., F.F.)
| | - Kurt Niederkorn
- From the Department of Neurology (M.K., T.G., C.E., S.F.-H., S.E., C.H., B.B., B.P., K.N., F.F.)
| | - Franz Fazekas
- From the Department of Neurology (M.K., T.G., C.E., S.F.-H., S.E., C.H., B.B., B.P., K.N., F.F.)
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Kwon S, Hong J, Choi EK, Lee E, Hostallero DE, Kang WJ, Lee B, Jeong ER, Koo BK, Oh S, Yi Y. Deep Learning Approaches to Detect Atrial Fibrillation Using Photoplethysmographic Signals: Algorithms Development Study. JMIR Mhealth Uhealth 2019; 7:e12770. [PMID: 31199302 PMCID: PMC6592499 DOI: 10.2196/12770] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 03/25/2019] [Accepted: 05/02/2019] [Indexed: 01/16/2023] Open
Abstract
Background Wearable devices have evolved as screening tools for atrial fibrillation (AF). A photoplethysmographic (PPG) AF detection algorithm was developed and applied to a convenient smartphone-based device with good accuracy. However, patients with paroxysmal AF frequently exhibit premature atrial complexes (PACs), which result in poor unmanned AF detection, mainly because of rule-based or handcrafted machine learning techniques that are limited in terms of diagnostic accuracy and reliability. Objective This study aimed to develop deep learning (DL) classifiers using PPG data to detect AF from the sinus rhythm (SR) in the presence of PACs after successful cardioversion. Methods We examined 75 patients with AF who underwent successful elective direct-current cardioversion (DCC). Electrocardiogram and pulse oximetry data over a 15-min period were obtained before and after DCC and labeled as AF or SR. A 1-dimensional convolutional neural network (1D-CNN) and recurrent neural network (RNN) were chosen as the 2 DL architectures. The PAC indicator estimated the burden of PACs on the PPG dataset. We defined a metric called the confidence level (CL) of AF or SR diagnosis and compared the CLs of true and false diagnoses. We also compared the diagnostic performance of 1D-CNN and RNN with previously developed AF detectors (support vector machine with root-mean-square of successive difference of RR intervals and Shannon entropy, autocorrelation, and ensemble by combining 2 previous methods) using 10 5-fold cross-validation processes. Results Among the 14,298 training samples containing PPG data, 7157 samples were obtained during the post-DCC period. The PAC indicator estimated 29.79% (2132/7157) of post-DCC samples had PACs. The diagnostic accuracy of AF versus SR was 99.32% (70,925/71,410) versus 95.85% (68,602/71,570) in 1D-CNN and 98.27% (70,176/71,410) versus 96.04% (68,736/71,570) in RNN methods. The area under receiver operating characteristic curves of the 2 DL classifiers was 0.998 (95% CI 0.995-1.000) for 1D-CNN and 0.996 (95% CI 0.993-0.998) for RNN, which were significantly higher than other AF detectors (P<.001). If we assumed that the dataset could emulate a sufficient number of patients in training, both DL classifiers improved their diagnostic performances even further especially for the samples with a high burden of PACs. The average CLs for true versus false classification were 98.56% versus 78.75% for 1D-CNN and 98.37% versus 82.57% for RNN (P<.001 for all cases). Conclusions New DL classifiers could detect AF using PPG monitoring signals with high diagnostic accuracy even with frequent PACs and could outperform previously developed AF detectors. Although diagnostic performance decreased as the burden of PACs increased, performance improved when samples from more patients were trained. Moreover, the reliability of the diagnosis could be indicated by the CL. Wearable devices sensing PPG signals with DL classifiers should be validated as tools to screen for AF.
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Affiliation(s)
- Soonil Kwon
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Joonki Hong
- School of Electrical Engineering, KAIST, Daejeon, Republic of Korea
| | - Eue-Keun Choi
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Euijae Lee
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | | | - Wan Ju Kang
- School of Electrical Engineering, KAIST, Daejeon, Republic of Korea
| | | | - Eui-Rim Jeong
- Department of Information and Communication Engineering, Hanbat National University, Daejeon, Republic of Korea
| | - Bon-Kwon Koo
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Seil Oh
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Yung Yi
- School of Electrical Engineering, KAIST, Daejeon, Republic of Korea
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27
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De Ponti R, My I, Vilotta M, Caravati F, Marazzato J, Bagliani G, Leonelli FM. Advanced Cardiac Signal Recording. Card Electrophysiol Clin 2019; 11:203-217. [PMID: 31084847 DOI: 10.1016/j.ccep.2019.01.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Implantable loop recorders allow prolonged and continuous single-lead electrocardiogram recording, with the pivotal addition of remote monitoring. They have significantly shortened time to electrocardiographic diagnosis and appropriate therapy of many bradyarrhythmias/tachyarrhythmias and proved helpful in arrhythmia burden definition, offering invaluable information in the diagnostic workup for syncope and atrial fibrillation. Advanced cardiac signal recording is also possible by transesophageal catheters. They have been used to orient diagnosis during wide and narrow QRS complex tachycardias and also to perform minimally invasive pacing. Intracardiac electrophysiologic study remains, however, essential for diagnosis of several arrhythmias in the perspective of curative catheter ablation.
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Affiliation(s)
- Roberto De Ponti
- Department of Heart and Vessels, Ospedale di Circolo and Macchi Foundation-University of Insubria, Viale Borri, 57, 21100 Varese, Italy.
| | - Ilaria My
- Department of Heart and Vessels, Ospedale di Circolo and Macchi Foundation-University of Insubria, Viale Borri, 57, 21100 Varese, Italy
| | - Manola Vilotta
- Department of Heart and Vessels, Ospedale di Circolo and Macchi Foundation-University of Insubria, Viale Borri, 57, 21100 Varese, Italy
| | - Fabrizio Caravati
- Department of Heart and Vessels, Ospedale di Circolo and Macchi Foundation-University of Insubria, Viale Borri, 57, 21100 Varese, Italy
| | - Jacopo Marazzato
- Department of Heart and Vessels, Ospedale di Circolo and Macchi Foundation-University of Insubria, Viale Borri, 57, 21100 Varese, Italy
| | - Giuseppe Bagliani
- Arrhythmology Unit, Cardiology Department, Foligno General Hospital, Via Massimo Arcamone, Foligno, 06034 Perugia, Italy; Cardiovascular Disease Department, University of Perugia, Piazza Menghini 1, 06129 Perugia, Italy
| | - Fabio M Leonelli
- Cardiology Department, James A. Haley Veterans' Hospital, University of South Florida, 13000 Bruce B Down Boulevard, Tampa, FL 33612, USA
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Ratajczak-Tretel B, Lambert AT, Johansen H, Halvorsen B, Bjerkeli V, Russell D, Sandset EC, Ihle-Hansen H, Eriksen E, Næss H, Novotny V, Khanevski AN, Truelsen TC, Idicula T, Ægidius KL, Tobro H, Krogseth SB, Ihle-Hansen H, Hagberg G, Kruuse C, Arntzen K, Bakkejord GK, Villseth M, Nakstad I, Eldøen G, Shafiq R, Gulsvik A, Kurz M, Rezai M, Sømark J, Tingvoll SH, Jonassen C, Ingebrigtsen S, Steffensen LH, Kremer C, Atar D, Aamodt AH. Atrial fibrillation in cryptogenic stroke and transient ischaemic attack - The Nordic Atrial Fibrillation and Stroke (NOR-FIB) Study: Rationale and design. Eur Stroke J 2019; 4:172-180. [PMID: 31259265 DOI: 10.1177/2396987319837089] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2018] [Accepted: 02/13/2019] [Indexed: 01/01/2023] Open
Abstract
Purpose Paroxysmal atrial fibrillation is often suspected as a probable cause of cryptogenic stroke. Continuous long-term ECG monitoring using insertable cardiac monitors is a clinically effective technique to screen for atrial fibrillation and superior to conventional follow-up in cryptogenic stroke. However, more studies are needed to identify factors which can help selecting patients with the highest possibility of detecting atrial fibrillation with prolonged rhythm monitoring. The clinical relevance of short-term atrial fibrillation, the need for medical intervention and the evaluation as to whether intervention results in improved clinical outcomes should be assessed. Method The Nordic Atrial Fibrillation and Stroke Study is an international, multicentre, prospective, observational trial evaluating the occurrence of occult atrial fibrillation in cryptogenic stroke and transient ischaemic attack. Patients with cryptogenic stroke or transient ischaemic attack from the Nordic countries are included and will have the Reveal LINQ® Insertable cardiac monitor system implanted for 12 months for atrial fibrillation detection. Biomarkers which can be used as predictors for atrial fibrillation and may identify patients, who could derive the most clinical benefit from the detection of atrial fibrillation by prolonged monitoring, are being studied. Conclusion The primary endpoint is atrial fibrillation burden within 12 months of continuous rhythm monitoring. Secondary endpoints are atrial fibrillation burden within six months, levels of biomarkers predicting atrial fibrillation, CHA2DS2-VASc score, incidence of recurrent stroke or transient ischaemic attack, use of anticoagulation and antiarrhythmic drugs, and quality of life measurements. The clinical follow-up period is 12 months. The study started in 2017 and the completion is expected at the end of 2020.
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Affiliation(s)
- Barbara Ratajczak-Tretel
- Department of Neurology, Østfold Hospital Trust, Grålum, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Anna Tancin Lambert
- Department of Neurology, Østfold Hospital Trust, Grålum, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | | | - Bente Halvorsen
- Research Institute of Internal Medicine, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Vigdis Bjerkeli
- Research Institute of Internal Medicine, Oslo University Hospital, Oslo, Norway
| | - David Russell
- Department of Neurology, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | | | - Hege Ihle-Hansen
- Department of Geriatric Medicine, Oslo University Hospital, Oslo, Norway
| | - Erik Eriksen
- Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Halvor Næss
- Department of Neurology, Haukeland University Hospital, Bergen, Norway
| | - Vojtech Novotny
- Department of Neurology, Haukeland University Hospital, Bergen, Norway
| | | | - Thomas C Truelsen
- Department of Neurology, Rigshospitalet University Hospital, Copenhagen, Denmark
| | - Titto Idicula
- Department of Neurology, St. Olav University Hospital, Trondheim, Norway
| | - Karen L Ægidius
- Department of Neurology, Bispebjerg University Hospital, Copenhagen, Denmark
| | - Håkon Tobro
- Department of Neurology, Telemark Hospital, Skien, Norway
| | - Siv B Krogseth
- Department of Neurology, Vestfold Hospital, Tønsberg, Norway
| | - Håkon Ihle-Hansen
- Department of Internal Medicine, Vestre Viken Hospital Trust, Bærum Hospital, Bærum, Norway
| | - Guri Hagberg
- Department of Internal Medicine, Vestre Viken Hospital Trust, Bærum Hospital, Bærum, Norway
| | - Christina Kruuse
- Department of Neurology, Herlev Gentofte Hospital, Copenhagen, Denmark
| | | | | | - Maja Villseth
- Department of Neurology, Drammen Hospital, Vestre Viken Hospital Trust, Drammen, Norway
| | - Ingvild Nakstad
- Department of Neurology, Drammen Hospital, Vestre Viken Hospital Trust, Drammen, Norway
| | | | - Raheel Shafiq
- Department of Neurology, Molde Hospital, Molde, Norway
| | - Anne Gulsvik
- Department of Internal Medicine, Diakonhjemmet Hospital, Oslo, Norway
| | - Martin Kurz
- Department of Neurology, Stavanger University Hospital, Stavanger, Norway
| | - Mehdi Rezai
- Department of Neurology, Stavanger University Hospital, Stavanger, Norway
| | - Jesper Sømark
- Department of Neurology, Innlandet Hospital Trust, Lillehammer, Norway
| | | | - Christine Jonassen
- Center of Laboratory Medicine, Østfold Hospital Trust, Grålum, Norway.,Department of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
| | | | | | - Christine Kremer
- Department of Neurology, Skåne University Hospital, Malmö, Sweden.,Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Dan Atar
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,Department of Cardiology B, Oslo University Hospital, Ullevål, Oslo, Norway
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Ellis D, Rangaraju S, Duncan A, Hoskins M, Raza SA, Rahman H, Winningham M, Belagaje S, Bianchi N, Mohamed GA, Obideen M, Sharashidze V, Belair T, Henriquez L, Nahab F. Coagulation markers and echocardiography predict atrial fibrillation, malignancy or recurrent stroke after cryptogenic stroke. Medicine (Baltimore) 2018; 97:e13830. [PMID: 30572550 PMCID: PMC6320212 DOI: 10.1097/md.0000000000013830] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Revised: 10/01/2018] [Accepted: 11/26/2018] [Indexed: 11/25/2022] Open
Abstract
We evaluated the utility of left atrial volume index (LAVI) and markers of coagulation and hemostatic activation (MOCHA) in cryptogenic stroke (CS) patients to identify those more likely to have subsequent diagnosis of atrial fibrillation (AF), malignancy or recurrent stroke during follow-up.Consecutive CS patients who met embolic stroke of undetermined source (ESUS) who underwent transthoracic echocardiography and outpatient cardiac monitoring following stroke were identified from the Emory cardiac registry. In a subset of consecutive patients, d-dimer, prothrombin fragment 1.2, thrombin-antithrombin complex and fibrin monomer (MOCHA panel) were obtained ≥2 weeks post-stroke and repeated ≥4 weeks later if abnormal; abnormal MOCHA panel was defined as ≥2 elevated markers which did not normalize when repeated. We assessed the predictive abilities of LAVI and the MOCHA panel to identify patients with subsequent diagnosis of AF, malignancy, recurrent stroke or the composite outcome during follow-up.Of 94 CS patients (mean age 64 ± 15 years, 54% female, 63% non-white, mean follow-up 1.4 ± 0.8 years) who underwent prolonged cardiac monitoring, 15 (16%) had new AF. Severe LA enlargement (vs normal) was associated with AF (P < .06). In 42 CS patients with MOCHA panel testing (mean follow-up 1.1 ± 0.6 years), 14 (33%) had the composite outcome and all had abnormal MOCHA. ROC analysis showed LAVI and abnormal MOCHA together outperformed either test alone with good predictive ability for the composite outcome (AUC 0.84).We report the novel use of the MOCHA panel in CS patients to identify a subgroup of patients more likely to have occult AF, occult malignancy or recurrent stroke during follow-up. A normal MOCHA panel identified a subgroup of CS patients at low risk for recurrent stroke on antiplatelet therapy. Further study is warranted to evaluate whether the combination of an elevated LAVI and abnormal MOCHA panel identifies a subgroup of CS patients who may benefit from early anticoagulation for secondary stroke prevention.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Fadi Nahab
- Department of Neurology & Pediatrics, Emory University, United States
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30
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Asaithambi G, Monita JE, Annamalai MR, Ho BM, Marino EH, Hanson SK. Prevalence of atrial fibrillation with insertable cardiac monitors in cryptogenic stroke: A single-center experience. J Electrocardiol 2018; 51:973-976. [PMID: 30497758 DOI: 10.1016/j.jelectrocard.2018.08.033] [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] [Received: 04/13/2018] [Revised: 08/20/2018] [Accepted: 08/24/2018] [Indexed: 10/28/2022]
Abstract
BACKGROUND The use of insertable cardiac monitors (ICM) has increased the rate of detection of atrial fibrillation (AF) among cryptogenic stroke (CS) patients. We describe a single-center experience for AF detection among CS patients receiving ICMs upon discharge after the index stroke event and attempt to identify predictors for AF detection. METHODS From April 2014 to October 2017, patients receiving ICMs for CS who underwent >60 days of monitoring were reviewed. Chronic underlying medical illnesses, presence of left atrial enlargement (LAE) on echocardiography, and PR interval on admission electrocardiogram were assessed as predictors of AF detection. RESULTS A total of 234 patients (median age 72 [61, 78] years, 45% women) met inclusion criteria and were followed for a median of 536 [282, 848] days. Among studied patients, 68 patients (29%) were found to have AF at a median of 94.5 [16, 239] days from ICM placement. CS patients with AF were significantly older (p < 0.001), and there was a significantly higher proportion of women (p = 0.003) when compared to CS patients without AF. Neither presence of LAE nor prolonged PR interval was predictive of AF detection. CONCLUSION Almost one-third of CS patients monitored with an ICM were found to have previously undiagnosed AF. CS patients found to have AF were older and more commonly women. Prospective studies are needed to better identify predictors for early AF among the broader population of all CS patients.
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Affiliation(s)
- Ganesh Asaithambi
- John Nasseff Neuroscience Specialty Clinic and the United Hospital Comprehensive Stroke Center, Allina Health, St. Paul, MN, United States of America.
| | - Jane E Monita
- John Nasseff Neuroscience Specialty Clinic and the United Hospital Comprehensive Stroke Center, Allina Health, St. Paul, MN, United States of America
| | - M Ramu Annamalai
- John Nasseff Neuroscience Specialty Clinic and the United Hospital Comprehensive Stroke Center, Allina Health, St. Paul, MN, United States of America
| | - Bridget M Ho
- John Nasseff Neuroscience Specialty Clinic and the United Hospital Comprehensive Stroke Center, Allina Health, St. Paul, MN, United States of America
| | - Emily H Marino
- John Nasseff Neuroscience Specialty Clinic and the United Hospital Comprehensive Stroke Center, Allina Health, St. Paul, MN, United States of America
| | - Sandra K Hanson
- John Nasseff Neuroscience Specialty Clinic and the United Hospital Comprehensive Stroke Center, Allina Health, St. Paul, MN, United States of America
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31
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Sanna T. Long-term monitoring to detect atrial fibrillation with the indwelling implantable cardiac monitors. Int J Stroke 2018; 13:893-904. [PMID: 30091680 DOI: 10.1177/1747493018790023] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
An increasing number of detection tools are available and several detection strategies have been described to pursue the diagnosis of atrial fibrillation to prevent ischemic stroke. Monitoring tools include standard electrocardiography, snapshot single-lead recordings with professional or personal devices (e.g. smartphone-based), Holter monitor, external devices with long-term recording capabilities, and cardiac implantable electronic devices, including pacemakers, implantable cardioverter defibrillators and insertable cardiac monitors. Insertable cardiac monitors have shown high sensitivity and specificity for the detection of atrial fibrillation, allow up to three years of continuous monitoring, do not require cooperation of the patient, are well tolerated, have a short device-related time delay between detection of atrial fibrillation and notification to the physician, provide information on atrial fibrillation burden and are minimally invasive. On the other hand, insertable cardiac monitors require a considerable use of resources to process the recordings and have a significant initial cost. Studies conducted with insertable cardiac monitors on patients with prior stroke and on patients with risk factors for stroke but no prior cerebrovascular events or atrial fibrillation have consistently shown a measurable incidence of atrial fibrillation at follow-up. However, the effectiveness of oral anticoagulations in reducing the incidence of ischemic stroke in patients with atrial fibrillation lasting less than 24 h, though reasonable, is currently unproven. The future of atrial fibrillation detection tools and atrial fibrillation detection strategies will be influenced by ongoing studies exploring whether oral anticoagulations reduce the incidence of stroke in patients with atrial fibrillation burden lower than 24 h.
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32
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Katz JM, Eng MS, Carrazco C, Patel AV, Jadonath R, Gribko M, Arora R, Libman RB. Occult paroxysmal atrial fibrillation in non-cryptogenic ischemic stroke. J Neurol 2018; 265:2237-2242. [PMID: 30043320 DOI: 10.1007/s00415-018-8982-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Revised: 07/17/2018] [Accepted: 07/19/2018] [Indexed: 12/18/2022]
Abstract
OBJECTIVE To determine the prevalence and risk factors for paroxysmal atrial fibrillation (PAF) diagnosis in non- cryptogenic ischemic stroke (CIS) patients. METHODS In this pilot-prospective cohort study of non-CIS patients from September 2014 to September 2017, 53 patients were enrolled. 51/53 patients were implanted within 10 days of stroke onset with the Reveal LINQ insertable cardiac monitor and monitored until PAF detection or a minimum of 12 months. Inclusion required diagnosis of a non-AF stroke etiology, age ≥ 40, and either a virtual CHADS2 score ≥ 3 or ≥ 2 PAF-related comorbidities. RESULTS Over a median monitoring period of 398 days, PAF was detected in 6/51 (11.8%) patients and anticoagulation was initiated in 5/6 (83.3%). Median time to PAF detection was 87 days (range 0-356 days). Median longest PAF episode was 96 min (range 1 to 1122 min), and 4/6 had multiple PAF recordings. Mean left atrial volume index was significantly higher in PAF patients (31.0 vs. 23.2 cc/m2; p = 0.04). CONCLUSION Long-term monitoring of non-CIS patients detected PAF in a clinically relevant proportion of patients, resulting in stroke prevention therapy optimization. Further study to confirm these findings and refine the subset that would benefit from long-term cardiac monitoring is warranted.
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Affiliation(s)
- Jeffrey M Katz
- Departments of Neurology, North Shore University Hospital, 300 Community Drive, Manhasset, NY, USA. .,Departments of Radiology, North Shore University Hospital, 300 Community Drive, Manhasset, NY, USA. .,Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA.
| | - Melissa S Eng
- Feinstein Institute for Medical Research, 300 Community Drive, Manhasset, NY, USA
| | - Claire Carrazco
- Departments of Neurology, North Shore University Hospital, 300 Community Drive, Manhasset, NY, USA
| | - Anand V Patel
- Departments of Neurology, North Shore University Hospital, 300 Community Drive, Manhasset, NY, USA.,Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Ram Jadonath
- Departments of Cardiology, North Shore University Hospital, 300 Community Drive, Manhasset, NY, USA.,Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Michele Gribko
- Departments of Neurology, North Shore University Hospital, 300 Community Drive, Manhasset, NY, USA
| | - Rohan Arora
- Departments of Neurology, North Shore University Hospital, 300 Community Drive, Manhasset, NY, USA.,Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Richard B Libman
- Departments of Neurology, North Shore University Hospital, 300 Community Drive, Manhasset, NY, USA.,Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
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Acampa M, Lazzerini PE, Martini G. Atrial Cardiopathy and Sympatho-Vagal Imbalance in Cryptogenic Stroke: Pathogenic Mechanisms and Effects on Electrocardiographic Markers. Front Neurol 2018; 9:469. [PMID: 29971041 PMCID: PMC6018106 DOI: 10.3389/fneur.2018.00469] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2018] [Accepted: 05/31/2018] [Indexed: 01/18/2023] Open
Abstract
Recently, atrial cardiopathy has emerged as possible pathogenic mechanism in cryptogenic stroke and many electrocardiographic (ECG) markers have been proposed in order to detect an altered atrial substrate at an early stage. The autonomic nervous system (ANS) plays a well-known role in determining significant and heterogeneous electrophysiological changes of atrial cardiomyocytes, that promote atrial fibrillation episodes in cardioembolic stroke. Conversely, the role of ANS in atrial cardiopathy and cryptogenic stroke is less known, as well as ANS effects on ECG markers of atrial dysfunction. In this paper, we review the evidence linking ANS dysfunction and atrial cardiopathy as a possible pathogenic factor in cryptogenic stroke.
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Affiliation(s)
- Maurizio Acampa
- Stroke Unit, Department of Neurological and Neurosensorial Sciences, Azienda Ospedaliera Universitaria Senese, "Santa Maria alle Scotte" General Hospital, Siena, Italy
| | - Pietro E Lazzerini
- Department of Medical Sciences, Surgery and Neurosciences, University of Siena, Siena, Italy
| | - Giuseppe Martini
- Stroke Unit, Department of Neurological and Neurosensorial Sciences, Azienda Ospedaliera Universitaria Senese, "Santa Maria alle Scotte" General Hospital, Siena, Italy
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Kenmogne-Domning GH, Kamtchum-Tatuene J, Noumegni SR, Fokoua-Dongmo CM, Zafack JG, Noubiap JJ. Cardiac complications after stroke: protocol for a systematic review and meta-analysis. BMJ Open 2018; 8:e021416. [PMID: 29794102 PMCID: PMC5988104 DOI: 10.1136/bmjopen-2017-021416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2017] [Revised: 03/13/2018] [Accepted: 04/18/2018] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION Stroke is the second most common cause of death after ischaemic heart diseases and the third leading cause of disability worldwide. The contribution of cardiac complications to the mortality of patients with stroke is variable across studies, ranging from 12.5% to 22.7%. Many of these cardiac complications are preventable, and early recognition and adequate management guided by appropriate up-to-date knowledge of their relative incidence and fatality can help to improve patients' outcomes. This systematic review aims to summarise the available data on the burden of cardiac complications after stroke. METHODS AND ANALYSIS This review will include all cross-sectional, case-control and cohort studies and clinical trials published between 1 January 1950 and 31 December 2017, involving adults and/or children, and reporting on the prevalence, the incidence and/or the mortality of cardiac complications after stroke. Two reviewers will independently screen titles and abstracts of records retrieved from PubMed, Excerpta Medica Database, ISI Web of Science and the Cumulative Index to Nursing and Allied Health Literature for eligibility, and then assess the risk of bias and quality of reporting to select the studies which will be included. All authors will contribute to the retrieval of full texts of eligible records and data extraction. Heterogeneity across studies will be evaluated by the χ2 test on Cochran's Q statistic. Study-specific estimates of the prevalence, incidence and mortality of cardiac complications after stroke across studies will be pooled through random-effect or fixed-effect meta-analysis depending on the source of the heterogeneity, after stabilising the variance of individual studies using the Freeman-Tukey double arcsine transformation. Visual analysis of funnel plots and Egger's test will be done to detect small-study effect. ETHICS AND DISSEMINATION This review and meta-analysis will be based on published data and will therefore not require a specific ethical clearance. The results will be published in peer-reviewed journals. PROSPERO REGISTRATION NUMBER CRD42018082551.
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Affiliation(s)
| | - Joseph Kamtchum-Tatuene
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, University of Malawi College of Medicine, Blantyre, Malawi
- Brain Infections Group, Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
| | - Steve Raoul Noumegni
- Department of Public Health, Paris-Sud Faculty of Medicine, University of Paris-Saclay, Paris, France
| | | | | | - Jean Jacques Noubiap
- Department of Medicine, University of Cape Town and Groote Schuur Hospital, Cape Town, South Africa
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Darmoch F, Al-Khadra Y, Soud M, Fanari Z, Alraies MC. Transcatheter Closure of Patent Foramen Ovale versus Medical Therapy after Cryptogenic Stroke: A Meta-Analysis of Randomized Controlled Trials. Cerebrovasc Dis 2018; 45:162-169. [PMID: 29597192 DOI: 10.1159/000487959] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2018] [Accepted: 02/26/2018] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Patent foramen ovale (PFO) with atrial septal aneurysm is suggested as an important potential source for cryptogenic strokes. Percutaneous PFO closure to reduce the recurrence of stroke compared to medical therapy has been intensely debated. The aim of this study is to assess whether PFO closure in patients with cryptogenic stroke is safe and effective compared with medical therapy. METHOD A search of PubMed, Medline, and Cochrane Central Register from January 2000 through September 2017 for randomized controlled trails (RCT), which compared PFO closure to medical therapy in patients with cryptogenic stroke was conducted. We used the items "PFO or patent foramen ovale", "paradoxical embolism", "PFO closure" and "stroke". Data were pooled for the primary outcome measure using the random-effects model as pooled rate ratio (RR). The primary outcome was reduction in recurrent strokes. RESULT Among 282 studies, 5 were selected. Our analysis included 3,440 patients (mean age 45 years, 55% men, mean follow-up 2.9 years), 1,829 in the PFO closure group and 1,611 in the medical therapy group. The I2 heterogeneity test was found to be 48%. A random effects model combining the results of the included studies demonstrated a statistically significant risk reduction in risk of recurrent stroke in the PFO closure group when compared with medical therapy (RR 0.42; 95% CI 0.20-0.91, p = 0.03). CONCLUSION Pooled data from 5 large RCTs showed that PFO closure in patients with cryptogenic stroke is safe and effective intervention for prevention of stroke recurrence compared with medical therapy.
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Affiliation(s)
- Fahed Darmoch
- Cleveland Clinic Foundation, Internal Medicine, Cleveland, Ohio, USA
| | - Yasser Al-Khadra
- Cleveland Clinic Foundation, Internal Medicine, Cleveland, Ohio, USA
| | - Mohamad Soud
- Department of Internal Medicine, MedStar Washington Hospital Center, Washington, District of Columbia, USA
| | - Zaher Fanari
- Heartland Cardiology/Wesley Medical Center, University of Kansas School of Medicine, Wichita, Kansas, USA
| | - M Chadi Alraies
- Wayne State University School of Medicine, Detroit Medical Center, Detroit, Michigan, USA
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