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1 Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, MA, USA
2 Division of Comparative Medicine, Massachusetts Institute of Technology, Cambridge, MA, USA
* To whom correspondence should be addressed. E-mail: nikko{at}mit.edu.
This paper presents the first study able to examine and delineate the actual actions of the physiological mechanisms responsible for the dynamic couplings between cardiac output (CO), arterial pressure (Pa), right atrial pressure (Pra) and total peripheral resistance (TPR) in an individual subject without altering the underlying regulatory mechanisms. Eight conscious male sheep were used, where both types of baroreceptors were independently exposed to simultaneous
beat-to-beat pressure perturbations under intact closed-loop conditions, while CO, Pa, Pra and
TPR were measured. We applied the cardiovascular system identification method proposed in a companion paper (4) to quantitatively characterize the dynamic closed-loop transfer relations
CO
Pa, Pra
Pa, Pa
TPR and Pra
TPR from the measured signals. To validate the dynamic properties of the estimated transfer relations, the essential parts of the linear dynamics
of the model were independently and comprehensively evaluated via error model crossvalidation, and the overall model's steady-state behavior was compared with a separate random effects regression approach. In addition to numerous physiological findings, we found that the cardiovascular system identification results were exceptionally consistent with the analytically derived solutions previously discussed in (4). In conclusion, this paper presents the first-time validation of a cardiovascular system identification method by means of experimentally acquired
animal data in the intact and conscious animal, and offers a set of powerful quantitative tools essential to advancing our knowledge of cardiovascular regulatory physiology.
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