Title :
Elucidating Nonlinear Baroreflex and Respiratory Contributions to Heart Rate Variability in Obstructive Sleep Apnea Syndrome
Author :
Jo, J.A. ; Khoo, M.C.K. ; Blasi, A. ; Baydur, A. ; Juarez, R.
Author_Institution :
Dept. of Biomed. Eng., Southern California Univ., Los Angeles, CA
fDate :
6/27/1905 12:00:00 AM
Abstract :
Using a Volterra-Wiener model and the Laguerre expansion technique, we estimated in a previous study the parameters that characterize linear and the second order effects of respiration ("RSA") and arterial blood pressure ("ABR") on heart rate. RSA and ABR gains were significantly lower in obstructive sleep apnea (OSA) patients than in normal subjects. During sleep, ABR gain increased in normals but remained unchanged in OSA. In the present work, we investigated the physiological interpretation of the nonlinear components of the described model of heart rate variability, by means of simulation on the computed linear and nonlinear kernels. Our results indicate that the 2 nd order kernels reflect specific characteristics of the RSA and ABR mechanisms, such as a RSA frequency response dependence upon tidal volume, saturation in the ABR-blood pressure relation, and respiratory modulation of ABR
Keywords :
blood vessels; electrocardiography; haemodynamics; pneumodynamics; sleep; stochastic processes; ABR-blood pressure relation; Laguerre expansion; Volterra-Wiener model; arterial blood pressure; heart rate variability; nonlinear baroreflex; obstructive sleep apnea syndrome; respiration; respiratory modulation; saturation; tidal volume; Baroreflex; Biomedical engineering; Electrocardiography; Heart rate variability; Kernel; Los Angeles Council; Sequences; Sleep apnea; Testing; USA Councils; Autonomic control; heart rate variability; nonlinear modeling; sleep apnea;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1615449