Demonstration of nonlinear components in heart rate variability of healthy persons

被引:78
作者
Braun, C
Kowallik, P
Freking, A
Hadeler, D
Kniffki, KD
Meesmann, M
机构
[1] Univ Wurzburg, Med Klin, D-97080 Wurzburg, Germany
[2] Univ Wurzburg, Inst Physiol, D-97070 Wurzburg, Germany
来源
AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY | 1998年 / 275卷 / 05期
关键词
R-R intervals; stationarity; nonlinear dynamics; surrogate data; linear models;
D O I
10.1152/ajpheart.1998.275.5.H1577
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
We present a systematic approach for detecting nonlinear components in heart rate variability (HRV). The analysis is based on twenty;three 48-h Holter recordings in healthy persons during sinus rhythm. Although many segments of 1,024 R-R intervals are stationary, only few stationary segments of 8,192-32,768 R-R intervals can be found using a test of Isliker and Kurths (Int. J. Bifurcation Chaos 3:1573-1579, 1993.). By comparing the correlation integrals from these segments and corresponding surrogate data sets, we reject the null hypothesis that these time series are realization of linear processes. On the basis of a test statistic exploring the differences of consecutive R-R intervals, we reject the hypothesis that the R-R intervals represent a static transformation of a linear process using optimized surrogate data. Furthermore, time irreversibility of the heartbeat data is demonstrated. We interpret these results as a strong evidence for nonlinear components in HRV. Thus R-R intervals from healthy persons contain more information than can be extracted by linear analysis in the time and frequency domain.
引用
收藏
页码:H1577 / H1584
页数:8
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