A Physiological Systems Approach to Modeling and Resetting of Mouse Thermoregulation under Heat Stress

Abstract

Heat stroke (HS) is a serious civilian and military health issue. Due to the limited amount of experimental data available in humans, this study was conducted on a mouse mathematical model fitted on experimental data collected from mice under HS conditions, with the assumption there is good agreement among mammals. Core temperature (Tc) recovery responses in a mouse model consist of hypothermia and delayed fever during 24 h of recovery that represent potential biomarkers of HS severity. The objective of this study was to develop a simulation model of mouse Tc responses and identify optimal treatment windows for HS recovery using a three-dimensional predictive heat transfer simulation model. Several bioenergetic simulation variables, including nonlinear metabolic heat production (W/cu m), temperature-dependent convective heat transfer through blood mass perfusion (W/cu m), and activity-related changes in circadian Tc were used for model simulation. The simulation results predicted the experimental data with few disparities. Using this simulation model, we tested a series of ambient temperature treatment strategies to minimize hypothermia and delayed fever to accelerate HS recovery. Using a genetic algorithm, we identified eight time segments (ambient temperature = 27, 30, 31, 29, 28, 28, 27, 26 deg C) of 110 min total duration that optimized HS recovery in our model simulation.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Sep 01, 2011
Accession Number
ADA558975

Entities

People

  • Benyamin Grosman
  • Bryan G. Helwig
  • Francis J. Doyle III
  • Lisa R. Leon
  • Osman S. Shaik

Organizations

  • United States Army Research Institute of Environmental Medicine

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Algorithms
  • Blood Flow
  • Body Temperature
  • Climate Change
  • Equations
  • Experimental Data
  • Genetic Algorithms
  • Geometry
  • Heat Energy
  • Heat Loss
  • Heat Stroke
  • Heat Transfer
  • Mathematical Models
  • Simulations
  • Systems Approach
  • Temperature Gradients
  • Three Dimensional

Readers

  • Computational Modeling and Simulation
  • Materials Science
  • Neurotrauma and Rehabilitation Medicine.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - Machine Learning Algorithms
  • Biotechnology