Assessment of the dynamic interactions between heart rate and arterial pressure by the cross time-frequency analysis

Physiological Measurement

Volumn 33, Issue 3, 2012, Pages 315-331

  Orini, M ^a,b,c   Laguna, P ^a,b   Mainardi, L T ^c   Bailon R ^a,b  

^a UNIVERSITY OF ZARAGOZA   (Spain)

^b BIOMATERIALES Y NANOMEDICINA CIBER BBN   (Spain)

^c POLITECNICO DI MILANO   (Italy)

Author keywords

baroreflex; cardiovascular interactions; cardiovascular variability; coherence analysis; cross timefrequency analysis; WignerVille distribution

Indexed keywords

BLOOD PRESSURE;

BAROREFLEX; CARDIOVASCULAR INTERACTION; CARDIOVASCULAR VARIABILITIES; COHERENCE ANALYSIS; CROSS TIME-FREQUENCY ANALYSIS; DYNAMIC INTERACTION; SYSTOLIC ARTERIAL PRESSURES; TIME FREQUENCY; WIGNER VILLE; WIGNERVILLE DISTRIBUTION;

TIME DELAY;

BOVINE RESPIRATORY SYNCYTIAL VIRUS;

EID: 84857872030     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/33/3/315     Document Type: Article

References (42)

1. Aviyente S, Bernat E M, Evans W S and Sponheim S R 2010 A phase synchrony measure for quantifying dynamic functional integration in the brain Hum. Brain Mapp. 32 8093
2. Barbieri R, Parati G and Saul J 2001 Closed- versus open-loop assessment of heart rate baroreflex IEEE Eng. Med. Biol. Mag. 20 3342
3. Borgnat P, Flandrin P, Honeine P, Richard C and Xiao J 2010 Testing stationarity with surrogates: a timefrequency approach IEEE Trans. Signal Process. 58 345970
4. Chen Z, Purdon P L, Harrell G, Pierce E T, Walsh J, Brown E N and Barbieri R 2011 Dynamic assessment of baroreflex control of heart rate during induction of propofol anesthesia using a point process method Ann. Biomed. Eng. 39 26076
5. Cnockaert L, Migeotte P F, Daubigny L, Prisk G K, Grenez F and S R C 2008 A method for the analysis of respiratory sinus arrhythmia using continuous wavelet transforms IEEE Trans. Biomed. Eng. 55 16402 (Pubitemid 351550728)
6. Cooke W H, Hoag J B, Crossman A A, Kuusela T A, Tahvanainen K U O and Eckberg D L 1999 Human responses to upright tilt: a window on central autonomic integration J. Physiol. 517 61728 (Pubitemid 29294900)
7. Costa A and Boudreau-Bartels G 1995 Design of timefrequency representations using a multiform, tiltable exponential kernel IEEE Trans. Signal Process. 43 2283301
8. de Souza Neto E P, Abry P, Loiseau P, Cejka J C, Custaud M A, Frutoso J, Gharib C and Flandrin P 2007 Empirical mode decomposition to assess cardiovascular autonomic control in rats Fundam. Clin. Pharmacol. 21 48196 (Pubitemid 47404327)
9. Di Rienzo M, Parati G, Radaelli A and Castiglioni P 2009 Baroreflex contribution to blood pressure and heart rate oscillations: time scales, time-variant characteristics and nonlinearities Phil. Trans. R. Soc. A 367 130118
10. Freeman R 2006 Assessment of cardiovascular autonomic function Clin. Neurophysiol. 117 71630
11. Gallet C, Chapuis B, Barres C and Julien C 2011 Timefrequency analysis of the baroreflex control of renal sympathetic nerve activity in the rat J. Neurosci. Methods 198 33643
12. Gil E, Orini M, Bailn R, Vergara J M, Mainardi L and Laguna P 2010 PTT variability for discrimination of sleep apnea related decreases in the amplitude fluctuations of PPG signal in children Physiol. Meas. 31 1271
13. Gouveia S, Rocha A P, Laguna P and Lago P 2009 Time domain baroreflex sensitivity assessment by joint analysis of spontaneous SBP and RR series Biomed. Signal Process. Control 4 25461
14. Hlawatsch F and Boudreaux-Bartels G F 1992 Linear and quadratic timefrequency signal representations IEEE Signal Process. Mag. 9 2167
15. Javorka M, Lazarova Z, Tonhajzerova I, Turianikova Z, Honzikova N, Fiser B, Javorka K and Baumert M 2011 Baroreflex analysis in diabetes mellitus: linear and nonlinear approaches Med. Biol. Eng. Comput. 49 27988
16. Kashihara K, Kawada T, Sugimachi M and Sunagawa K 2009 Wavelet-based system identification of short-term dynamic characteristics of arterial baroreflex Ann. Biomed. Eng. 37 11228
17. Keissar K, Maestri R, Pinna G D, Rovere M T L and Gilad O 2010 Non-invasive baroreflex sensitivity assessment using wavelet transfer function-based timefrequency analysis Physiol. Meas. 31 102136
18. La Rovere M T, Pinna G D and Raczak G 2008 Baroreflex sensitivity: measurement and clinical implications Ann. Noninvasive Electrocardiol. 13 191207 (Pubitemid 351569510)
19. Lachaux J P, Lutz A, Rudrauf D, Cosmelli D, Quyen M L V, Martinerie J and Varela F 2002 Estimating the time-course of coherence between single-trial brain signals: an introduction to wavelet coherence Neurophysiol. Clin. 32 15774 (Pubitemid 34790482)
20. Laude D et al 2004 Comparison of various techniques used to estimate spontaneous baroreflex sensitivity (the EuroBaVar study) Am. J. Physiol. Regul. Integr. Comp. Physiol. 286 R22631
21. Li D and Jung R 2000 Quantifying coevolution of nonstationary biomedical signals using time-varying phase spectra Ann. Biomed. Eng. 28 110115 (Pubitemid 32085798)
22. Mainardi L T, Bianchi A M, Furlan R, Piazza S, Barbieri R, di Virgilio V, Malliani A and Cerutti S 1997 Multivariate time-variant identification of cardiovascular variability signals: a beat-to-beat spectral parameter estimation in vasovagal syncope IEEE Trans. Biomed. Eng. 44 97889 (Pubitemid 27400839)
23. Martinez J P, Almeida R, Olmos S, Rocha A P and Laguna P 2004 A wavelet-based ECG delineator: evaluation on standard databases IEEE Trans. Biomed. Eng. 51 57081 (Pubitemid 38375132)
24. Mateo J and Laguna P 2003 Analysis of heart rate variability in the presence of ectopic beats using the heart timing signal IEEE Trans. Biomed. Eng. 50 33443 (Pubitemid 36331675)
25. Matz G and Hlawatsch F 2000 Timefrequency coherence analysis of nonstationary random processes Proc. 10th IEEE Workshop Statistical Signal and Array Processing pp 5548
26. Minchoĺ A, Pueyo E, Rodrguez J F, Zacur E, Doblaŕ M and Laguna P 2011 Quantification of restitution dispersion from the dynamic changes of the T-wave peak to end, measured at the surface ECG IEEE Trans. Biomed. Eng. 58 117282
27. Nollo G, Faes L, Antolini R and Porta A 2009 Assessing causality in normal and impaired short-term cardiovascular regulation via nonlinear prediction methods Phil. Trans. R. Soc. A 367 142340
28. Nollo G, Faes L, Porta A, Antolini R and Ravelli F 2005 Exploring directionality in spontaneous heart period and systolic pressure variability interactions in humans: implications in the evaluation of baroreflex gain Am. J. Physiol. Heart Circ. Physiol. 288 H177785
29. Nowak J A, Ocon A, Taneja I, Medow M S and Stewart J M 2009 Multiresolution wavelet analysis of time-dependent physiological responses in syncopal youths Am. J. Physiol. Heart Circ. Physiol. 296 H1719
30. Ocon A J, Medow M S, Taneja I and Stewart J M 2011 Respiration drives phase synchronization between blood pressure and RR interval following loss of cardiovagal baroreflex during vasovagal syncope Am. J. Physiol. Heart Circ. Physiol. 300 H52740
31. Orini M, Bailn R, Mainardi L, Laguna P and Flandrin P 2011 Characterization of the dynamic interactions between cardiovascular signals by timefrequency coherence IEEE Trans. Biomed. Eng. 58 Early Access (http://dx.doi.org/10.1109/TBME.2011.2171959)
32. Pagani M, Somers V, Furlan R, Dell'Orto S, Conway J, Baselli G, Cerutti S, Sleight P and Malliani A 1988 Changes in autonomic regulation induced by physical training in mild hypertension Hypertension 12 60010 (Pubitemid 19030507)
33. Porta A, Catai A M, Takahashi A C M, Magagnin V, Bassani T, Tobaldini E, van de Borne P and Montano N 2011 Causal relationships between heart period and systolic arterial pressure during graded head-up tilt Am. J. Physiol. Regul. Integr. Comp. Physiol. 300 R37886
34. Robbe H W, Mulder L J, R, ddel H, Langewitz W A, Veldman J B and Mulder G 1987 Assessment of baroreceptor reflex sensitivity by means of spectral analysis Hypertension 10 53843 (Pubitemid 18020816)
35. Shin Y J, Gobert D, Sung S H, Powers E J and Park J B 2005 Application of cross timefrequency analysis to postural sway behavior: the effects of aging and visual systems IEEE Trans. Biomed. Eng. 52 85968 (Pubitemid 40675485)
36. Srnmo L and Laguna P 2005 ECG Signal Processing: Heart Rate Variability Bioelectrical Signal Processing in Cardiac and Neurological Applications (Berlin: Academic) pp 567631 chap. 8
37. Vallais F, Baselli G, Lucini D, Pagani M and Porta A 2009 Spontaneous baroreflex sensitivity estimates during graded bicycle exercise: a comparative study Physiol. Meas. 30 20113
38. Westerhof B E, Gisolf J, Karemaker J M, Wesseling K H, Secher N H and van Lieshout J J 2006 Time course analysis of baroreflex sensitivity during postural stress Am. J. Physiol. Heart Circ. Physiol. 291 H286474
39. Westerhof B E, Gisolf J, Stok W J, Wesseling K H and Karemaker J M 2004 Time-domain cross-correlation baroreflex sensitivity: performance on the EUROBAVAR data set J. Hypertens. 22 137180 (Pubitemid 38888084)
40. White L B and Boashash B 1990 Cross spectral analysis of nonstationary processes IEEE Trans. Inf. Theory 36 8305 (Pubitemid 20725147)
41. Wiklund U, Akay M, Morrison S and Niklasson U 2002 Wavelet decomposition of cardiovascular signals for baroreceptor function tests in pigs IEEE Trans. Biomed. Eng. 49 65161 (Pubitemid 34651458)
42. Xiao X, Mullen T J and Mukkamala R 2005 System identification: a multi-signal approach for probing neural cardiovascular regulation Physiol. Meas. 26 R4171