Entropies of short binary sequences in heart period dynamics

被引:73
作者
Cysarz, D
Bettermann, H
Van Leeuwen, P
机构
[1] Gemeinschaftskrankenhaus Herdecke, Dept Clin Res, D-58313 Herdecke, Germany
[2] Res & Dev Ctr Microtherapy, D-44799 Bochum, Germany
来源
AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY | 2000年 / 278卷 / 06期
关键词
heart period dynamics; symbolic dynamics; approximate entropy; Shannon entropy; nonlinear dynamics; surrogate data;
D O I
10.1152/ajpheart.2000.278.6.H2163
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Dynamic aspects of R-R intervals have often been analyzed by means of linear and nonlinear measures. The goal of this study was to analyze binary sequences, in which only the dynamic information is retained, by means of two different aspects of regularity. R-R interval sequences derived from 24-h electrocardiogram (ECG) recordings of 118 healthy subjects were converted to symbolic binary sequences that coded the beat-to-beat increase or decrease in the R-R interval. Shannon entropy was used to quantify the occurrence of short binary patterns (length N = 5) in binary sequences derived from 10-min intervals. The regularity of the short binary patterns was analyzed on the basis of approximate entropy (ApEn). ApEn had a linear dependence on mean R-R interval length, with increasing irregularity occurring at longer R-R interval length. Shannon entropy of the same sequences showed that the increase in irregularity is accompanied by a decrease in occurrence of some patterns. Taken together, these data indicate that irregular binary patterns are more probable when the mean R-R interval increases. The use of surrogate data confirmed a nonlinear component in the binary sequence. Analysis of two consecutive 24-h ECG recordings for each subject demonstrated good intraindividual reproducibility of the results. In conclusion, quantification of binary sequences derived from ECG recordings reveals properties that cannot be found using the full information of R-R interval sequences.
引用
收藏
页码:H2163 / H2172
页数:10
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