Modeling the Impact of Abdominal Pressure on Hypoxia in Laboratory Swine1

Behzad KadkhodaeiElyaderani, Joshua L. Leibowitz, Yejin Moon, Stephen Stachnik, Morcos Awad, Grace M. Sarkar, Anna E. Shaw, Shelby Stewart, Melissa Culligan, Joseph S. Friedberg, Jin Oh Hahn, Hosam K. Fathy

Research output: Contribution to journalArticlepeer-review

Abstract

This paper presents an experimentally parameterized model of the dynamics of oxygen transport in a laboratory animal that simultaneously experiences: (i) a reduction in inspired oxygen plus (ii) an increase in intra-abdominal pressure. The goal is to model the potential impact of elevated intra-abdominal pressure on oxygen transport dynamics. The model contains three compartments, namely, the animal’s lungs, lower body vasculature, and upper body vasculature. The model assumes that intra-abdominal pressure affects the split of cardiac output among the two vasculature compartments and that aerobic metabolism in each compartment diminishes with severe hypoxia. Fitting this model to a laboratory experiment on an adult male Yorkshire swine using a regularized nonlinear least-squares approach furnishes both physiologically plausible parameter values plus a reasonable quality of fit.

Original languageEnglish
Article number021004
JournalASME Letters in Dynamic Systems and Control
Volume3
Issue number2
DOIs
StatePublished - Apr 1 2023
Externally publishedYes

Keywords

  • gas transport dynamics
  • hypoxia
  • regularization
  • system identification

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