DocumentCode :
140001
Title :
Estimating the baroreflex and respiratory modulation of peripheral vascular resistance
Author :
Chalacheva, Patjanaporn ; Khoo, Michael C. K.
Author_Institution :
Biomed. Eng. Dept., Univ. of Southern California, Los Angeles, CA, USA
fYear :
2014
fDate :
26-30 Aug. 2014
Firstpage :
2936
Lastpage :
2939
Abstract :
The peripheral vascular resistance (RPV) control is known to be largely sympathetically-mediated; thus assessment of the RPV control would allow us to infer valuable information regarding sympathetic nervous activity. The linear and 2nd-order nonlinear minimal models were used to capture the influences of blood pressure (baroreflex) and respiration (respiratory-coupling) on fluctuations of RPV. To validate the minimal models, they were applied on the “data” generated by the simulation model developed in our previous study. This study demonstrated that the linear minimal model was able to recover the “true” (simulated) kernels. The nonlinear model was able to detect the increase in nonlinearity in the system. The system gains derived from the estimated kernels showed strong relationship with the simulation gains, suggesting that the system gains could be employed as potential biomarkers of autonomic function. These results also showed that the nonlinear model had sufficient sensitivity to detect the difference in autonomic reactivity between subjects with mild and severe metabolic syndrome and obstructive sleep apnea syndrome exposed to orthostatic stress.
Keywords :
lung; medical disorders; neurophysiology; pneumodynamics; sleep; baroreflex modulation; biomarkers; blood pressure; mild metabolic syndrome; obstructive sleep apnea syndrome; orthostatic stress; peripheral vascular resistance control; respiration; respiratory modulation; second-order nonlinear minimal models; severe metabolic syndrome; sympathetic nervous activity; Baroreflex; Biological system modeling; Blood pressure; Data models; Fluctuations; Immune system; Modulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2014.6944238
Filename :
6944238
Link To Document :
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