Constanze Schmidt1,2, Sebastian Benda3,4, Patricia Kraft5, Felix Wiedmann3,4, Sven Pleger3,5, Antonius Büscher3,4, Dierk Thomas3,4, Rolf Wachter6,7, Christian Schmid8, Roland Eils9,10, Hugo A Katus3,4, Stefan M Kallenberger9,10. 1. Department of Cardiology, University Hospital Heidelberg, University of Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany. Constanze.Schmidt@med.uni-heidelberg.de. 2. DZHK (German Center for Cardiovascular Research), Partner Site Heidelberg/Mannheim, University of Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany. Constanze.Schmidt@med.uni-heidelberg.de. 3. Department of Cardiology, University Hospital Heidelberg, University of Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany. 4. DZHK (German Center for Cardiovascular Research), Partner Site Heidelberg/Mannheim, University of Heidelberg, Im Neuenheimer Feld 410, 69120, Heidelberg, Germany. 5. Kardiologen Am Brückenkopf, Cardiology Practice, Brückenkopfstraße 1/2, 69120, Heidelberg, Germany. 6. Clinic and Policlinic for Cardiology, University Hospital Leipzig, Liebigstraße 18, 04103, Leipzig, Germany. 7. Clinic for Cardiology and Pneumology, University Medicine Göttingen, 37099, Göttingen, Germany. 8. Department of Internal Medicine, GPR Klinikum Rüsselsheim, August-Bebel-Straße 59, 65428, Rüsselsheim am Main, Germany. 9. Digital Health Center, Berlin Institute of Health (BIH) and Charité, Anna-Louisa-Karsch-Straße 2, 10178, Berlin, Germany. 10. Division of Theoretical Bioinformatics, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 267, 69120, Heidelberg, Germany.
Abstract
BACKGROUND: The early recognition of paroxysmal atrial fibrillation (pAF) is a major clinical challenge for preventing thromboembolic events. In this prospective and multicentric study we evaluated prediction scores for the presence of pAF, calculated from non-invasive medical history and echocardiographic parameters, in patients with unknown AF status. METHODS: The 12-parameter score with parameters age, LA diameter, aortic root diameter, LV,ESD, TDI A', heart frequency, sleep apnea, hyperlipidemia, type II diabetes, smoker, ß-blocker, catheter ablation, and the 4-parameter score with parameters age, LA diameter, aortic root diameter and TDI A' were tested. Presence of pAF was verified by continuous electrocardiogram (ECG) monitoring for up to 21 days in 305 patients. RESULTS: The 12-parameter score correctly predicted pAF in all 34 patients, in which pAF was newly detected by ECG monitoring. The 12- and 4-parameter scores showed sensitivities of 100% and 82% (95%-CI 65%, 93%), specificities of 75% (95%-CI 70%, 80%) and 67% (95%-CI 61%, 73%), and areas under the receiver operating characteristic (ROC) curves of 0.84 (95%-CI 0.80, 0.88) and 0.81 (95%-CI 0.74, 0.87). Furthermore, properties of AF episodes and durations of ECG monitoring necessary to detect pAF were analysed. CONCLUSIONS: The prediction scores adequately detected pAF using variables readily available during routine cardiac assessment and echocardiography. The model scores, denoted as ECHO-AF scores, represent simple, highly sensitive and non-invasive tools for detecting pAF that can be easily implemented in the clinical practice and might serve as screening test to initiate further diagnostic investigations for validating the presence of pAF. Prospective validation of a novel prediction model for paroxysmal atrial fibrillation based on echocardiography and medical history parameters by long-term Holter ECG.
BACKGROUND: The early recognition of paroxysmal atrial fibrillation (pAF) is a major clinical challenge for preventing thromboembolic events. In this prospective and multicentric study we evaluated prediction scores for the presence of pAF, calculated from non-invasive medical history and echocardiographic parameters, in patients with unknown AF status. METHODS: The 12-parameter score with parameters age, LA diameter, aortic root diameter, LV,ESD, TDI A', heart frequency, sleep apnea, hyperlipidemia, type II diabetes, smoker, ß-blocker, catheter ablation, and the 4-parameter score with parameters age, LA diameter, aortic root diameter and TDI A' were tested. Presence of pAF was verified by continuous electrocardiogram (ECG) monitoring for up to 21 days in 305 patients. RESULTS: The 12-parameter score correctly predicted pAF in all 34 patients, in which pAF was newly detected by ECG monitoring. The 12- and 4-parameter scores showed sensitivities of 100% and 82% (95%-CI 65%, 93%), specificities of 75% (95%-CI 70%, 80%) and 67% (95%-CI 61%, 73%), and areas under the receiver operating characteristic (ROC) curves of 0.84 (95%-CI 0.80, 0.88) and 0.81 (95%-CI 0.74, 0.87). Furthermore, properties of AF episodes and durations of ECG monitoring necessary to detect pAF were analysed. CONCLUSIONS: The prediction scores adequately detected pAF using variables readily available during routine cardiac assessment and echocardiography. The model scores, denoted as ECHO-AF scores, represent simple, highly sensitive and non-invasive tools for detecting pAF that can be easily implemented in the clinical practice and might serve as screening test to initiate further diagnostic investigations for validating the presence of pAF. Prospective validation of a novel prediction model for paroxysmal atrial fibrillation based on echocardiography and medical history parameters by long-term Holter ECG.
Entities:
Keywords:
AF prediction model; Atrial fibrillation detection; ECHO-AF scores; Paroxysmal atrial fibrillation; Stroke prevention; Systems medicine
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