Assessment of cardiovascular regulation through irreversibility analysis of heart period variability: a 24 hours Holter study in healthy and chronic heart failure populations

被引:51
作者
Porta, Alberto [1 ]
D'addio, Gianni [2 ]
Bassani, Tito [3 ]
Maestri, Roberto [4 ]
Pinna, Gian Domenico [4 ]
机构
[1] Univ Milan, Lab Modellist Sistemi Complessi, Dipartimento Tecnol Salute, Ist Ortoped Galeazzi, I-20161 Milan, Italy
[2] Fdn S Maugeri, IRCCS, Ist Riabilitaz Telese, I-82037 Telese, Italy
[3] Politecn Milan, Dept Bioengn, I-20133 Milan, Italy
[4] Fdn S Maugeri, IRCCS, Ist Riabilitaz Montescano, I-27040 Montescano, Italy
来源
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | 2009年 / 367卷 / 1892期
关键词
heart rate variability; autonomic nervous system; time irreversibility; nonlinear dynamics; chronic heart failure; local prediction; TIME-SERIES; NONLINEAR DYNAMICS; REVERSIBILITY; COMPLEXITY; PREDICTION;
D O I
10.1098/rsta.2008.0265
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We propose an approach based on time reversibility analysis to characterize the cardiovascular regulation and its nonlinearities as derived from 24 hours Holter recordings of heart period variability in a healthy population (n = 12, age: median = 43 years, range = 34-55 years) and in a pathological group of age-matched chronic heart failure (CHF) patients (n = 13, primarily in NYHA class II, age: median = 37 years, range = 33-56 years, ejection fraction: median = 25%, range = 13-30%). Two indices capable of detecting nonlinear irreversible dynamics according to different strategies of phase-space reconstruction (i.e. a fixed two-dimensional phase-space reconstruction and an optimal selection of the embedding dimension, respectively) are tested and compared with a more traditional nonlinear index based on local nonlinear prediction. Results showed that nonlinear dynamics owing to time irreversibility at short time scales are significantly present during daytime in healthy subjects, more frequently present in the CHF population and less frequently during night-time in both groups, thus suggesting their link with a dominant sympathetic regulation and/or with a vagal withdrawal. On the contrary, nonlinear dynamics owing to time irreversibility at longer, dominant time scales were insignificantly present in both groups. During daytime in the healthy population, irreversibility was mostly due to the presence of asymmetric patterns characterized by bradycardic runs shorter than tachycardic ones. Nonlinear dynamics produced by mechanisms different from those inducing temporal irreversibility were significantly detectable in both groups and more frequently during night-time. The present study proposes a method to distinguish different types of nonlinearities and assess their contribution over different temporal scales. Results confirm the usefulness of this method even when applied in uncontrolled experimental conditions such as those during 24 hours Holter recordings.
引用
收藏
页码:1359 / 1375
页数:17
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