Analysis of surface electrocardiograms in atrial fibrillation:: techniques, research, and clinical applications

被引:177
作者
Bollmann, Andreas
Husser, Daniela
Mainardi, Luca
Lombardi, Federico
Langley, Philip
Murray, Alan
Rieta, Jose Joaquin
Millet, Jose
Olsson, S. Bertil
Stridh, Martin
Sornmo, Leif
机构
[1] Univ Magdeburg, Dept Cardiol, D-39120 Magdeburg, Germany
[2] Politech Univ Milan, Milan, Italy
[3] Univ Milan, I-20122 Milan, Italy
[4] Newcastle Univ, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[5] Univ Politecn Valencia, E-46071 Valencia, Spain
[6] Lund Univ, S-22100 Lund, Sweden
来源
EUROPACE | 2006年 / 8卷 / 11期
关键词
atrial fibrillation; ECG signal processing; electrical remodelling; antiarrhythmic drug monitoring; cardioversion; ablation;
D O I
10.1093/europace/eul113
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Atrial. fibrillation (AF) is the most common arrhythmia encountered in clinical practice. Neither the natural history of AF nor its response to therapy is sufficiently predictable by clinical and echocardiographic parameters. The purpose of this article is to describe technical aspects of novel electrocardiogram (ECG) analysis techniques and to present research and clinical applications of these methods for characterization of both the fibrillatory process and the ventricular response during AF Atrial fibrillatory frequency (or rate) can reliably be assessed from the surface ECG using digital signal processing (extraction of atrial, signals and spectral analysis). This measurement shows large inter-individual variability and correlates well with intra-atriat cycle length, a parameter which appears to have primary importance in AF maintenance and response to therapy. AF with a tow fibrillatory rate is more likely to terminate spontaneously and responds better to antiarrhythmic drugs or cardioversion, whereas high-rate AF is more often persistent and refractory to therapy. Ventricular responses during AF can be characterized by a variety of methods, which include analysis of heart rate variability, RR-interval histograms, Lorenz plots, and non-linear dynamics. These methods have all shown a certain degree of usefulness, either in scientific explorations of atrioventricular (AV) nodal function or in selected clinical questions such as predicting response to drugs, cardioversion, or AV nodal modification. The role of the autonomic nervous system for AF sustenance and termination, as well as for ventricular rate responses, can be explored by different ECG analysis methods. In conclusion, non-invasive characterization of atrial fibrillatory activity and ventricular response can be performed from the surface ECG in AF patients. Different signal processing techniques have been suggested for identification of underlying AF pathomechanisms and prediction of therapy efficacy.
引用
收藏
页码:911 / 926
页数:16
相关论文
共 112 条
[51]   Sampling rate and the estimation of ensemble variability for repetitive signals [J].
Laguna, P ;
Sörnmo, L .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2000, 38 (05) :540-546
[52]  
Langberg JJ, 1998, J ELECTROCARDIOL, V31, P80, DOI 10.1016/S1053-0770(98)90297-X
[53]   Comparison of atrial signal extraction algorithms in 12-lead ECGs with atrial fibrillation [J].
Langley, P ;
Rieta, JJ ;
Stridh, M ;
Millet, J ;
Sömmo, L ;
Murray, A .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2006, 53 (02) :343-346
[54]   Effect of phenylephrine infusion on atrial electrophysiological properties [J].
Leitch, JW ;
Basta, M ;
Fletcher, PJ .
HEART, 1997, 78 (02) :166-170
[55]   Influence of Cheyne-Stokes respiration on ventricular response to atrial fibrillation in heart failure [J].
Leung, RST ;
Bowman, ME ;
Diep, TM ;
Lorenzi, G ;
Floras, JS ;
Bradley, TD .
JOURNAL OF APPLIED PHYSIOLOGY, 2005, 99 (05) :1689-1696
[56]   Electrophysiological characteristics and catheter ablation in patients with paroxysmal right atrial fibrillation [J].
Lin, YJ ;
Tai, CT ;
Kao, T ;
Tso, HW ;
Huang, JL ;
Higa, S ;
Yuniadi, Y ;
Huang, BH ;
Liu, TY ;
Lee, PC ;
Hsieh, MH ;
Chen, SA .
CIRCULATION, 2005, 112 (12) :1692-1700
[57]   Autonomic nervous system and paroxysmal atrial fibrillation: a study based on the analysis of RR interval changes before, during and after paroxysmal atrial fibrillation [J].
Lombardi, F ;
Tarricone, D ;
Tundo, F ;
Colombo, F ;
Belletti, S ;
Fiorentini, C .
EUROPEAN HEART JOURNAL, 2004, 25 (14) :1242-1248
[58]   Heart rate variability and early recurrence of atrial fibrillation after electrical cardioversion [J].
Lombardi, F ;
Colombo, A ;
Basilico, B ;
Ravaglia, R ;
Garbin, M ;
Vergani, D ;
Battezzati, PM ;
Fiorentini, C .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2001, 37 (01) :157-162
[59]   On predicting the spontaneous termination of atrial fibrillation episodes using linear and non-linear parameters of ECG signal and RR series [J].
Mainardi, LT ;
Matteucci, M ;
Sassi, R .
Computers in Cardiology 2004, Vol 31, 2004, 31 :665-668
[60]   Changes in atrial electrical properties following cardioversion of chronic atrial fibrillation: relation with recurrence [J].
Manios, EG ;
Kanoupakis, EM ;
Chlouverakis, GI ;
Kaleboubas, MD ;
Mavrakis, HE ;
Vardas, PE .
CARDIOVASCULAR RESEARCH, 2000, 47 (02) :244-253