Wavelet transform: A better approach for the evaluation of instantaneous changes in heart rate variability

被引:28
作者
Belova, Nina Y.
Mihaylov, Stoyan V.
Piryova, Boriana G.
机构
[1] Med Univ Sofia, Dept Physiol, Fac Med, Sofia 1431, Bulgaria
[2] IT Innovat Ltd, Sofia, Bulgaria
[3] New Bulgarian Univ, Dept Cognit Sci, Sofia 1618, Bulgaria
来源
AUTONOMIC NEUROSCIENCE-BASIC & CLINICAL | 2007年 / 131卷 / 1-2期
关键词
heart rate variability; fast Fourier transform; wavelet transform; essential hypertension; autonomic nervous system; adolescent; young adults; family history;
D O I
10.1016/j.autneu.2006.07.006
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The aim of our study was to validate the Vaidyanathan wavelet tool for HRV analysis during orthostatic testing. Two groups of nonnotensive male subjects were studied: 13 adolescents and 27 young adults. Both groups consisted of subjects with negative, (N-), and with positive family history for hypertension, (N+). These subjects underwent 5-minute active standing upright, preceded and followed by 5-minute periods in supine position. Continuous electrocardiogram (ECG) was recorded and HRV indices were calculated using wavelet (WT) and fast Fourier transform (FFT) simultaneously. WT and FFT data showed high level of correlation (> 0.9). Due to its inherent properties, WT proved to be more informative than FFT in the analysis of the non-stationary ECG signal during orthostatic testing. WT revealed HRV dynamics more accurately since it allowed HRV evaluation for shorter intervals (60 s) than FFT (256 s). During the initial and recovery period lower parasympathetic activity (P < 0.0001; P < 0.02) and higher ratio of autonomic balance (sympathetic vs. parasympathetic) (P < 0.000 1; P < 0.02) were evidenced in (N+) as compared to (N-). The upright posture was accompanied by a prompt decrease in HRV and by an elevation of the index of autonomic balance. These alterations were more pronounced in N(+). In conclusion, we believe that wavelet analysis is an appropriate approach for the estimation of HRV dynamics in non-stationary conditions. Furthermore, we demonstrate certain essential alterations in the autonomic modulation of the cardiovascular system in young normotensives with positive family history for essential hypertension. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:107 / 122
页数:16
相关论文
共 37 条
[1]   POWER SPECTRUM ANALYSIS OF HEART-RATE FLUCTUATION - A QUANTITATIVE PROBE OF BEAT-TO-BEAT CARDIOVASCULAR CONTROL [J].
AKSELROD, S ;
GORDON, D ;
UBEL, FA ;
SHANNON, DC ;
BARGER, AC ;
COHEN, RJ .
SCIENCE, 1981, 213 (4504) :220-222
[2]   MODULATION OF CARDIAC AUTONOMIC ACTIVITY DURING AND IMMEDIATELY AFTER EXERCISE [J].
ARAI, Y ;
SAUL, JP ;
ALBRECHT, P ;
HARTLEY, LH ;
LILLY, LS ;
COHEN, RJ ;
COLUCCI, WS .
AMERICAN JOURNAL OF PHYSIOLOGY, 1989, 256 (01) :H132-H141
[3]  
Aubert AE, 1999, ACTA CARDIOL, V54, P107
[4]   THE SOFIA JUVENILE HYPERTENSION STUDY [J].
BELOVA, D ;
RACHNEVA, R ;
NEDKOVA, R ;
PETROVA, V ;
MICHAILOVA, E .
CLINICAL AND EXPERIMENTAL HYPERTENSION PART A-THEORY AND PRACTICE, 1986, 8 (4-5) :563-566
[5]  
Camm AJ, 1996, CIRCULATION, V93, P1043
[6]   PITFALLS IN THE INTERPRETATION OF SPECTRAL-ANALYSIS OF THE HEART-RATE-VARIABILITY DURING EXERCISE IN HUMANS [J].
CASADEI, B ;
COCHRANE, S ;
JOHNSTON, J ;
CONWAY, J ;
SLEIGHT, P .
ACTA PHYSIOLOGICA SCANDINAVICA, 1995, 153 (02) :125-131
[7]   Human responses to upright tilt: a window on central autonomic integration [J].
Cooke, WH ;
Hoag, JB ;
Crossman, AA ;
Kuusela, TA ;
Tahvanainen, KUO ;
Eckberg, DL .
JOURNAL OF PHYSIOLOGY-LONDON, 1999, 517 (02) :617-628
[8]  
DAUBECHIES I, 1990, CBMS NSF SERIES REGI, V61
[9]   Early autonomic malfunction in normotensive individuals with a genetic predisposition to essential hypertension [J].
Davrath, LR ;
Goren, Y ;
Pinhas, I ;
Toledo, E ;
Akselrod, S .
AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 2003, 285 (04) :H1697-H1704
[10]   Cardiovascular autonomic function in healthy adolescents [J].
Faulkner, MS ;
Hathaway, D ;
Tolley, B .
HEART & LUNG, 2003, 32 (01) :10-22