Breathing frequency bias in fractal analysis of heart rate variability

被引:34
|
作者
Perakakis, Pandelis [1 ]
Taylor, Michael [2 ]
Martinez-Nieto, Eduardo [1 ]
Revithi, Ioanna [3 ]
Vila, Jaime [1 ]
机构
[1] Univ Granada, Dept Personal Evaluat & Psychol Treatment, Fac Psychol, E-18071 Granada, Spain
[2] Natl Observ Athens, Inst Space Applicat & Remote Sencing, Penteli 15236, Greece
[3] Aristotle Univ Thessaloniki, Fac Psychol, GR-54006 Thessaloniki, Greece
关键词
Heart rate variability; Detrended Fluctuation Analysis; Fractal correlations; Respiratory sinus arrhythmia; Paced breathing; R INTERVAL DYNAMICS; RESPIRATORY SINUS ARRHYTHMIA; LONG-RANGE CORRELATIONS; AUTONOMIC FLEXIBILITY; SCALE-INVARIANCE; FLUCTUATION; QUANTIFICATION; UNIVERSALITY; CRITICALITY; COMPLEXITY;
D O I
10.1016/j.biopsycho.2009.06.004
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Detrended Fluctuation Analysis (DFA) is an algorithm widely used to determine fractal long-range correlations in physiological signals. Its application to heart rate variability (HRV) has proven useful in distinguishing healthy subjects from patients with cardiovascular disease. In this study we examined the effect of respiratory sinus arrhythmia (RSA) on the performance of DFA applied to HRV. Predictions based on a mathematical model were compared with those obtained from a sample of 14 normal subjects at three breathing frequencies: 0.1 Hz, 0.2 Hz and 0.25 Hz. Results revealed that: (I) the periodical properties of RSA produce a change of the correlation exponent in HRV at a scale corresponding to the respiratory period, (2) the short-term DFA exponent is significantly reduced when breathing frequency rises from 0.1 Hz to 0.2 Hz. These findings raise important methodological questions regarding the application of fractal measures to short-term HRV. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:82 / 88
页数:7
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