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Wu S, Chen Z, Gao Y, Shu S, Chen F, Wu Y, Dai Y, Zhang S, Chen K. Development and Validation of a Novel Predictive Model for the Early Differentiation of Cardiac and Non-Cardiac Syncope. Int J Gen Med 2024; 17:841-853. [PMID: 38463438 PMCID: PMC10924787 DOI: 10.2147/ijgm.s454521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 02/26/2024] [Indexed: 03/12/2024] Open
Abstract
Background The diagnosis of cardiac syncope remains a challenge. This study sought to develop and validate a diagnostic model for the early identification of individuals likely to have a cardiac cause. Methods 877 syncope patients with a determined cause were retrospectively enrolled at a tertiary heart center. They were randomly divided into the training set and validation set at a 7:3 ratio. We analyzed the demographic information, medical history, laboratory tests, electrocardiogram, and echocardiogram by the least absolute shrinkage and selection operator (LASSO) regression for selection of key features. Then a multivariable logistic regression analysis was performed to identify independent predictors and construct a diagnostic model. The receiver operating characteristic curves, area under the curve (AUC), calibration curves, and decision curve analysis were used to evaluate the predictive accuracy and clinical value of this nomogram. Results Five independent predictors for cardiac syncope were selected: BMI (OR 1.088; 95% CI 1.022-1.158; P =0.008), chest symptoms preceding syncope (OR 5.251; 95% CI 3.326-8.288; P <0.001), logarithmic NT-proBNP (OR 1.463; 95% CI 1.240-1.727; P <0.001), left ventricular ejection fraction (OR 0.940; 95% CI 0.908-0.973; P <0.001), and abnormal electrocardiogram (OR 6.171; 95% CI 3.966-9.600; P <0.001). Subsequently, a nomogram based on a multivariate logistic regression model was developed and validated, yielding AUC of 0.873 (95% CI 0.845-0.902) and 0.856 (95% CI 0.809-0.903), respectively. The calibration curves showcased the nomogram's reasonable calibration, and the decision curve analysis demonstrated good clinical utility. Conclusion A diagnostic tool providing individualized probability predictions for cardiac syncope was developed and validated, which may potentially serve as an effective tool to facilitate early identification of such patients.
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Affiliation(s)
- Sijin Wu
- Arrhythmia Center, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China
| | - Zhongli Chen
- Arrhythmia Center, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China
| | - Yuan Gao
- Arrhythmia Center, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China
| | - Songren Shu
- Department of Cardiovascular Surgery, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China
| | - Feng Chen
- Arrhythmia Center, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China
| | - Ying Wu
- Arrhythmia Center, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China
| | - Yan Dai
- Arrhythmia Center, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China
| | - Shu Zhang
- Arrhythmia Center, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China
| | - Keping Chen
- Arrhythmia Center, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, People's Republic of China
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Ghariq M, van den Hout WB, Dekkers OM, Bootsma M, de Groot B, Groothuis JGJ, Harms MPM, Hemels MEW, Kaal ECA, Koomen EM, de Lange FJ, Peeters SYG, van Rossum IA, Rutten JHW, van Zwet EW, van Dijk JG, Thijs RD. Diagnostic and societal impact of implementing the syncope guidelines of the European Society of Cardiology (SYNERGY study). BMC Med 2023; 21:365. [PMID: 37743496 PMCID: PMC10518933 DOI: 10.1186/s12916-023-03056-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 08/29/2023] [Indexed: 09/26/2023] Open
Abstract
BACKGROUND Syncope management is fraught with unnecessary tests and frequent failure to establish a diagnosis. We evaluated the potential of implementing the 2018 European Society of Cardiology (ESC) Syncope Guidelines regarding diagnostic yield, accuracy and costs. METHODS A multicentre pre-post study in five Dutch hospitals comparing two groups of syncope patients visiting the emergency department: one before intervention (usual care; from March 2017 to February 2019) and one afterwards (from October 2017 to September 2019). The intervention consisted of the simultaneous implementation of the ESC Syncope Guidelines with quick referral routes to a syncope unit when indicated. The primary objective was to compare diagnostic accuracy using logistic regression analysis accounting for the study site. Secondary outcome measures included diagnostic yield, syncope-related healthcare and societal costs. One-year follow-up data were used to define a gold standard reference diagnosis by applying ESC criteria or, if not possible, evaluation by an expert committee. We determined the accuracy by comparing the treating physician's diagnosis with the reference diagnosis. RESULTS We included 521 patients (usual care, n = 275; syncope guidelines intervention, n = 246). The syncope guidelines intervention resulted in a higher diagnostic accuracy in the syncope guidelines group than in the usual care group (86% vs.69%; risk ratio 1.15; 95% CI 1.07 to 1.23) and a higher diagnostic yield (89% vs. 76%, 95% CI of the difference 6 to 19%). Syncope-related healthcare costs did not differ between the groups, yet the syncope guideline implementation resulted in lower total syncope-related societal costs compared to usual care (saving €908 per patient; 95% CI €34 to €1782). CONCLUSIONS ESC Syncope Guidelines implementation in the emergency department with quick referral routes to a syncope unit improved diagnostic yield and accuracy and lowered societal costs. TRIAL REGISTRATION Netherlands Trial Register, NTR6268.
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Affiliation(s)
- M Ghariq
- Department of Neurology, Leiden University Medical Centre, PO Box 9600, 2300 RC, Leiden, The Netherlands.
| | - W B van den Hout
- Department of Biomedical Data Sciences, Leiden University Medical Centre, Leiden, The Netherlands
| | - O M Dekkers
- Department of Clinical Epidemiology, Leiden University Medical Centre, Leiden, The Netherlands
| | - M Bootsma
- Department of Cardiology, Leiden University Medical Centre, Leiden, The Netherlands
| | - B de Groot
- Department of Emergency Medicine, Leiden University Medical Centre, Leiden, The Netherlands
| | - J G J Groothuis
- Department of Cardiology, Diakonessenhuis, Utrecht, The Netherlands
| | - M P M Harms
- Department of Internal Medicine, University Medical Centre Groningen, Groningen, The Netherlands
| | - M E W Hemels
- Department of Cardiology, Rijnstate Hospital, Arnhem, The Netherlands
- Department of Cardiology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - E C A Kaal
- Department of Neurology, Maasstad Hospital, Rotterdam, The Netherlands
| | - E M Koomen
- Department of Cardiology, Gelre Hospital, Apeldoorn, The Netherlands
| | - F J de Lange
- Department of Cardiology, Amsterdam University Medical Centre, Amsterdam, The Netherlands
| | - S Y G Peeters
- Department of Emergency Medicine, Flevo Hospital, Almere, The Netherlands
| | - I A van Rossum
- Department of Neurology, Leiden University Medical Centre, PO Box 9600, 2300 RC, Leiden, The Netherlands
| | - J H W Rutten
- Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - E W van Zwet
- Department of Biomedical Data Sciences, Leiden University Medical Centre, Leiden, The Netherlands
| | - J G van Dijk
- Department of Neurology, Leiden University Medical Centre, PO Box 9600, 2300 RC, Leiden, The Netherlands
| | - R D Thijs
- Department of Neurology, Leiden University Medical Centre, PO Box 9600, 2300 RC, Leiden, The Netherlands
- Stichting Epilepsie Instellingen Nederland, Heemstede, The Netherlands
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Francisco Pascual J, Jordan Marchite P, Rodríguez Silva J, Rivas Gándara N. Arrhythmic syncope: From diagnosis to management. World J Cardiol 2023; 15:119-141. [PMID: 37124975 PMCID: PMC10130893 DOI: 10.4330/wjc.v15.i4.119] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 02/02/2023] [Accepted: 04/10/2023] [Indexed: 04/20/2023] Open
Abstract
Syncope is a concerning symptom that affects a large proportion of patients. It can be related to a heterogeneous group of pathologies ranging from trivial causes to diseases with a high risk of sudden death. However, benign causes are the most frequent, and identifying high-risk patients with potentially severe etiologies is crucial to establish an accurate diagnosis, initiate effective therapy, and alter the prognosis. The term cardiac syncope refers to those episodes where the cause of the cerebral hypoperfusion is directly related to a cardiac disorder, while arrhythmic syncope is cardiac syncope specifically due to rhythm disorders. Indeed, arrhythmias are the most common cause of cardiac syncope. Both bradyarrhythmia and tachyarrhythmia can cause a sudden decrease in cardiac output and produce syncope. In this review, we summarized the main guidelines in the management of patients with syncope of presumed arrhythmic origin. Therefore, we presented a thorough approach to syncope work-up through different tests depending on the clinical characteristics of the patients, risk stratification, and the management of syncope in different scenarios such as structural heart disease and channelopathies.
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Affiliation(s)
- Jaume Francisco Pascual
- Unitat d'Arritmies Servei de Cardiologia VHIR, Hospital Universitari Vall d'Hebron, Barcelona 08035, Spain
- Grup de Recerca Cardiovascular, Vall d'Hebron Institut de Recerca, Barcelona 08035, Spain
- CIBER de Enfermedades Cardiovasculares, Instituto de Salud Carlos III, Madrid 28029, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Bellaterra 08193, Spain.
| | - Pablo Jordan Marchite
- Unitat d'Arritmies Servei de Cardiologia VHIR, Hospital Universitari Vall d'Hebron, Barcelona 08035, Spain
| | - Jesús Rodríguez Silva
- Unitat d'Arritmies Servei de Cardiologia VHIR, Hospital Universitari Vall d'Hebron, Barcelona 08035, Spain
| | - Nuria Rivas Gándara
- Unitat d'Arritmies Servei de Cardiologia VHIR, Hospital Universitari Vall d'Hebron, Barcelona 08035, Spain
- CIBER de Enfermedades Cardiovasculares, Instituto de Salud Carlos III, Madrid 28029, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Bellaterra 08193, Spain
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Kavi KS, Gall NP. Trauma and syncope: looking beyond the injury. Trauma Surg Acute Care Open 2023; 8:e001036. [PMID: 36744295 PMCID: PMC9896213 DOI: 10.1136/tsaco-2022-001036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 01/06/2023] [Indexed: 02/05/2023] Open
Abstract
Background 42% of the population experience syncope by the age of 70, accounting for up to 6% of hospital admissions that frequently present as falls. The etiologies of some falls are benign, and others, such as cardiac syncope, are associated with a greater mortality and must be identified. Methods This review article aims to bridge the literature gap by providing a comprehensive practice review and critical summary of the current syncope guidance relating to the trauma patient. Results The National Institute for Health and Care Excellence, the American College of Cardiology, and European Society of Cardiology published syncope risk stratification guidance. The inclusion of certain high-risk features represented in all three guidelines suggests their significance to identify cardiac syncope including heart failure, abnormal vital signs, syncope during exercise with little to no prodrome, family history of sudden cardiac death, and ECG abnormalities. Of 11 syncope risk stratification scoring systems based on these guidelines, only 2 are externally validated in the emergency department, neither of which are validated for major trauma use. Adherence to thorough history-taking, examination, orthostatic blood pressure recording, and an ECG can diagnose the cause of syncope in up to 50% of patients. ECG findings are 95% to 98% sensitive in the detection of serious adverse outcomes after cardiac syncope and should form part of a standardized syncope trauma assessment. Routine blood testing in trauma is often performed despite evidence that it is neither useful nor cost effective, where the screening of cardiac enzymes and D-dimer rarely influences management. Discussion In the absence of a gold-standard clinical test to identify the cause of a syncopal episode, standardized syncope guidelines as described in this review could be incorporated into trauma protocols to analyze high-risk etiologies, improve diagnostic accuracy, reduce unnecessary investigations, and develop an effective and safer management strategy.
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Affiliation(s)
- Kieran S Kavi
- Department of Emergency Medicine, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Nicholas P Gall
- Department of Cardiology, King's College Hospital NHS Foundation Trust, London, UK
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Sutton R, Ricci F, Fedorowski A. Risk stratification of syncope: Current syncope guidelines and beyond. Auton Neurosci 2022; 238:102929. [PMID: 34968831 DOI: 10.1016/j.autneu.2021.102929] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 11/27/2021] [Accepted: 12/08/2021] [Indexed: 11/28/2022]
Abstract
Syncope is an alarming event carrying the possibility of serious outcomes, including sudden cardiac death (SCD). Therefore, immediate risk stratification should be applied whenever syncope occurs, especially in the Emergency Department, where most dramatic presentations occur. It has long been known that short- and long-term syncope prognosis is affected not only by its mechanism but also by presence of concomitant conditions, especially cardiovascular disease. Over the last two decades, several syncope prediction tools have been developed to refine patient stratification and triage patients who need expert in-hospital care from those who may receive nonurgent expert care in the community. However, despite promising results, prognostic tools for syncope remain challenging and often poorly effective. Current European Society of Cardiology syncope guidelines recommend an initial syncope workup based on detailed patient's history, physical examination supine and standing blood pressure, resting ECG, and laboratory tests, including cardiac biomarkers, where appropriate. Subsequent risk stratification based on screening of features aims to identify three groups: high-, intermediate- and low-risk. The first should immediately be hospitalized and appropriately investigated; intermediate group, with recurrent or medium-risk events, requires systematic evaluation by syncope experts; low-risk group, sporadic reflex syncope, merits education about its benign nature, and discharge. Thus, initial syncope risk stratification is crucial as it determines how and by whom syncope patients are managed. This review summarizes the crucial elements of syncope risk stratification, pros and cons of proposed risk evaluation scores, major challenges in initial syncope management, and how risk stratification impacts management of high-risk/recurrent syncope.
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Affiliation(s)
- Richard Sutton
- National Heart & Lung Institute, Imperial College, Dept. of Cardiology, Hammersmith Hospital, Du Cane Road, London W12 0HS, United Kingdom
| | - Fabrizio Ricci
- Department of Neuroscience, Imaging and Clinical Sciences, "G.d'Annunzio" University of Chieti-Pescara, Via Luigi Polacchi, 11, 66100 Chieti, Italy; Casa di Cura Villa Serena, Città Sant'Angelo, Italy
| | - Artur Fedorowski
- Dept. of Cardiology, Karolinska University Hospital, and Department of Medicine, Karolinska Institute, Stockholm, Sweden.
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Sutton R. Syncope presenting to the emergency department. J Intern Med 2021; 290:755-756. [PMID: 33586173 DOI: 10.1111/joim.13258] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 01/26/2021] [Indexed: 12/18/2022]
Affiliation(s)
- R Sutton
- From the, Department of Cardiology, Hammersmith Hospital Campus, National Heart & Lung Institute, Imperial College, London, UK
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