Recurrent patterns of atrial depolarization during atrial fibrillation assessed by recurrence plot quantification

被引:54
作者
Censi, F
Barbaro, V
Bartolini, P
Calcagnini, G
Michelucci, A
Gensini, GF
Cerutti, S
机构
[1] Univ Rome La Sapienza, Dept Informat & Syst Sci, I-00137 Rome, Italy
[2] Ist Super Sanita, Biomed Engn Lab, I-00161 Rome, Italy
[3] Univ Florence, Dept Internal Med & Cardiol, Florence, Italy
[4] Polytech Univ, Dept Biomed Engn, Milan, Italy
关键词
atrial arrhythmia; spatiotemporal organization; nonlinear analysis; intra-atrial electrograms;
D O I
10.1114/1.248
中图分类号
R318 [生物医学工程];
学科分类号
0831 [生物医学工程];
摘要
The aim of this study was to determine the presence of organization of atrial activation processes during atrial fibrillation (AF) by assessing whether the activation sequences are wholly random or are governed by deterministic mechanisms. We performed both linear and nonlinear analyses based on the cross correlation function (CCF) and recurrence plot quantification (RPQ), respectively. Recurrence plots were quantified by three variables: percent recurrence (PR), percent determinism (PD), and entropy of recurrences (ER). We recorded bipolar intra-atrial electrograms in two atrial sites during chronic AF in 19 informed subjects, following two protocols. In one, both recording sites were in the right atrium; in the other protocol, one site was in the right atrium, the other one in the left atrium. We extracted 19 episodes of type I AF (Wells' classification). RPQ detected-transient recurrent patterns in all the episodes, while CCF was significant only in ten episodes. Surrogate data analysis, based on a cross-phase randomization procedure, decreased PR, PD, and ER values. The detection of spatiotemporal recurrent patterns together with the surrogate data results indicate that during AF a certain degree of local organization exists, likely caused by deterministic mechanisms of activation. (C) 2000 Biomedical Engineering Society. [S0090-6964(00)00401-X].
引用
收藏
页码:61 / 70
页数:10
相关论文
共 31 条
[1]
Electrophysiologic mechanisms of perpetuation of atrial fibrillation [J].
Allessie, MA ;
Konings, K ;
Kirchhof, CJHJ ;
Wijffels, M .
AMERICAN JOURNAL OF CARDIOLOGY, 1996, 77 (03) :A10-A23
[2]
[Anonymous], 1985, Cardiac arrhythmias
[3]
BARBARO V, 1998, P MEDICON 98 CYPRUS
[4]
A TECHNIQUE FOR MEASUREMENT OF THE EXTENT OF SPATIAL-ORGANIZATION OF ATRIAL ACTIVATION DURING ATRIAL-FIBRILLATION IN THE INTACT HUMAN HEART [J].
BOTTERON, GW ;
SMITH, JM .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1995, 42 (06) :579-586
[5]
Estimating a cardiac age by means of heart rate variability [J].
Colosimo, A ;
Giuliani, A ;
Mancini, AM ;
Piccirillo, G ;
Marigliano, V .
AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 1997, 273 (04) :H1841-H1847
[6]
Quantification of sympathetic and parasympathetic tones by nonlinear indexes in normotensive rats [J].
Dabiré, H ;
Mestivier, D ;
Jarnet, J ;
Safar, ME ;
Chau, NP .
AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 1998, 275 (04) :H1290-H1297
[7]
RECURRENCE PLOTS OF DYNAMIC-SYSTEMS [J].
ECKMANN, JP ;
KAMPHORST, SO ;
RUELLE, D .
EUROPHYSICS LETTERS, 1987, 4 (09) :973-977
[8]
Quasiperiodicity and chaos in cardiac fibrillation [J].
Garfinkel, A ;
Chen, PS ;
Walter, DO ;
Karagueuzian, HS ;
Kogan, B ;
Evans, SJ ;
Karpoukhin, M ;
Hwang, C ;
Uchida, T ;
Gotoh, M ;
Nwasokwa, O ;
Sager, P ;
Weiss, JN .
JOURNAL OF CLINICAL INVESTIGATION, 1997, 99 (02) :305-314
[9]
EVIDENCE FOR TRANSIENT LINKING OF ATRIAL EXCITATION DURING ATRIAL-FIBRILLATION IN HUMANS [J].
GERSTENFELD, EP ;
SAHAKIAN, AV ;
SWIRYN, S .
CIRCULATION, 1992, 86 (02) :375-382
[10]
Hidden peculiarities in the potential energy time series of a tripeptide highlighted by a recurrence plot analysis: A molecular dynamics simulation [J].
Giuliani, A ;
Manetti, C .
PHYSICAL REVIEW E, 1996, 53 (06) :6336-6340