Wavelet decomposition of cardiovascular signals for baroreceptor function tests in pigs

In this paper, the discrete wavelet transform (DWT) was applied to analyze the fluctuations in RR interval and systolic arterial pressure (SAP) recorded from eight a-chloralose anesthetized pigs. Our aim was to characterize the autonomic modulation before and after cardiac autonomic blockade and during baroreflex function tests. The instantaneous power of decomposed low-frequency (LF) and high-frequency (HF) components was used for a time-variant spectral analysis. Our results suggested that transient events and changes in autonomic modulation were detected with high temporal resolution. A nonlinear relationship between RR interval and SAP during pharmacologically induced changes in blood pressure was found, when the superimposed effect of respiratory sinus arrhythmia was removed. In addition, the baroslopes were nearly linear when both the LF and HF components were removed using DWT decomposition.

[1]  R. F. Rushmer,et al.  LEFT VENTRICULAR DYNAMICS IN DOGS DURING ANESTHESIA WITH ALPHA-CHLORALOSE AND SODIUM PENTOBARBITAL. , 1964, The American journal of cardiology.

[2]  A Pedotti,et al.  A new approach to analysis of the arterial baroreflex. , 1985, Journal of hypertension. Supplement : official journal of the International Society of Hypertension.

[3]  S. Mallat A wavelet tour of signal processing , 1998 .

[4]  C. Marchesi,et al.  Estimation of the power spectral density in nonstationary cardiovascular time series: assessing the role of the time-frequency representations (TFR) , 1996, IEEE Transactions on Biomedical Engineering.

[5]  R. Hughson,et al.  Spontaneous cardiac baroreflex in humans. Comparison with drug-induced responses. , 1995, Hypertension.

[6]  A Pedotti,et al.  Blood Pressure and Heart Rate Variabilities in Normotensive and Hypertensive Human Beings , 1983, Circulation research.

[7]  Holzgrefe Hh,et al.  Alpha-chloralose as a canine anesthetic. , 1987 .

[8]  J Strackee,et al.  Hemodynamic fluctuations and baroreflex sensitivity in humans: a beat-to-beat model. , 1987, The American journal of physiology.

[9]  G. Pickering,et al.  Reflex Regulation of Arterial Pressure during Sleep in Man: A Quantitative Method of Assessing Baroreflex Sensitivity , 1969, Circulation research.

[10]  A. Pedotti,et al.  Evaluation of the Baroreceptor‐Heart Rate Reflex by 24‐Hour Intra‐arterial Blood Pressure Monitoring in Humans , 1988, Hypertension.

[11]  A. Malliani,et al.  Changes in Autonomic Regulation Induced by Physical Training in Mild Hypertension , 1988, Hypertension.

[12]  S. Cerutti,et al.  Time-variant power spectrum analysis for the detection of transient episodes in HRV signal , 1993, IEEE Transactions on Biomedical Engineering.

[13]  M. Lesh,et al.  Autonomic nervous system and sudden cardiac death. , 1996, Journal of the American College of Cardiology.

[14]  F Mastropasqua,et al.  Comparison between noninvasive indices of baroreceptor sensitivity and the phenylephrine method in post-myocardial infarction patients. , 1998, Circulation.

[15]  Carl Taswell,et al.  WavBox 4: A Software Toolbox for Wavelet Transforms and Adaptive Wavelet Packet Decompositions , 1995 .

[16]  S. Akselrod,et al.  Selective discrete Fourier transform algorithm for time-frequency analysis: method and application on simulated and cardiovascular signals , 1996, IEEE Transactions on Biomedical Engineering.

[17]  O. Kjellgren,et al.  Heart rate variability and baroreflex sensitivity in myocardial infarction. , 1993, American heart journal.

[18]  Ingrid Daubechies,et al.  The wavelet transform, time-frequency localization and signal analysis , 1990, IEEE Trans. Inf. Theory.

[19]  R. Vetter,et al.  Subband Modeling of the Human Cardiovascular System: New Insights into Cardiovascular Regulation , 2004, Annals of Biomedical Engineering.

[20]  H. Holzgrefe,et al.  Alpha-chloralose as a canine anesthetic. , 1987, Laboratory animal science.

[21]  M. Akay,et al.  Short-term analysis of heart-rate variability of adapted wavelet transforms , 1997, IEEE Engineering in Medicine and Biology Magazine.

[22]  D. Giddens,et al.  Heart Rate Variability Analysis in Full-Term Infants: Spectral Indices for Study of Neonatal Cardiorespiratory Control , 1989, Pediatric Research.

[23]  L. G. Gamero,et al.  Heart rate variability analysis using wavelet transform , 1996, Computers in Cardiology 1996.

[24]  G. Breithardt,et al.  Heart rate variability: standards of measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology. , 1996 .

[25]  R. Cohen,et al.  Hemodynamic regulation: investigation by spectral analysis. , 1985, The American journal of physiology.

[26]  V Pichot,et al.  Wavelet transform to quantify heart rate variability and to assess its instantaneous changes. , 1999, Journal of applied physiology.

[27]  M. Victor Wickerhauser,et al.  Adapted wavelet analysis from theory to software , 1994 .

[28]  Jelena Kovacevic,et al.  Wavelets and Subband Coding , 2013, Prentice Hall Signal Processing Series.

[29]  T. Ebert,et al.  A Comparison of Baroreflex Sensitivity during Isoflurane and Desflurane Anesthesia in Humans , 1995, Anesthesiology.

[30]  G. Parati,et al.  Spectral analysis of blood pressure and heart rate variability in evaluating cardiovascular regulation. A critical appraisal. , 1995, Hypertension.

[31]  W Welkowitz,et al.  Carotid-cardiac interaction: heart rate variability during the unblocking of the carotid artery. , 1993, Advances in experimental medicine and biology.

[32]  W. M. Carey,et al.  Digital spectral analysis: with applications , 1986 .

[33]  H. Robbe,et al.  Assessment of baroreceptor reflex sensitivity by means of spectral analysis. , 1987, Hypertension.

[34]  Giuseppe Baselli,et al.  Models for the analysis of cardiovascular variability signals , 1995 .

[35]  M.L. Hilton,et al.  Wavelet and wavelet packet compression of electrocardiograms , 1997, IEEE Transactions on Biomedical Engineering.

[36]  J P Saul,et al.  Baroreflex gain: characterization using autoregressive moving average analysis. , 1996, The American journal of physiology.

[37]  P. Schwartz,et al.  Autonomic nervous system and sudden cardiac death. Experimental basis and clinical observations for post-myocardial infarction risk stratification. , 1992, Circulation.