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Estimating the baroreflex and respiratory modulation of peripheral vascular resistance
- 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.
- Subjects :
- Male
medicine.medical_specialty
Adolescent
Blood Pressure
Baroreflex
Autonomic Nervous System
Models, Biological
Article
Body Mass Index
Minimal model
Electrocardiography
Internal medicine
Humans
Medicine
Obesity
Sensitivity (control systems)
Child
Metabolic Syndrome
Sleep Apnea, Obstructive
business.industry
Respiration
medicine.disease
Obstructive sleep apnea
Nonlinear system
Autonomic nervous system
Blood pressure
medicine.anatomical_structure
Anesthesia
Cardiology
Vascular resistance
Vascular Resistance
business
Algorithms
Subjects
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