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Estimating the baroreflex and respiratory modulation of peripheral vascular resistance

Authors :
Michael C.K. Khoo
Patjanaporn Chalacheva
Source :
EMBC
Publication Year :
2014
Publisher :
IEEE, 2014.

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.

Details

Database :
OpenAIRE
Journal :
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Accession number :
edsair.doi.dedup.....7b24da1100f31a83049e35c97b9aa6e5
Full Text :
https://doi.org/10.1109/embc.2014.6944238