Mathematical model development based on a set of ordinary deferential equations (ODE) for the effect of non-steroidal anti-inflammatory drugs (NSAIDs) on cardiovascular and thermoregulatory response to the heat stroke in vivo model.
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The U.S. Army RDECOM Contracting Center, Natick Contracting Division, plans to award a firm fixed-price purchase order to the University of California, Santa Barbara, for developing a comprehensive mathematical model using ordinary differential equations (ODE) to study the effects of non-steroidal anti-inflammatory drugs (NSAIDs) on cardiovascular and thermoregulatory responses in an in vivo heat stroke model. The project aims to utilize Model Predictive Control (MPC) to predict NSAID efficacy and determine optimal therapeutic windows for heat stroke recovery. It also involves creating gene- and protein-level biophysical network models to analyze protein data and identify mechanisms driving long-term heat injury progression. By coupling these models with animal-scale data, the research seeks to pinpoint intervention targets for optimal heat stress recovery. Additionally, the contract includes identifying biomarkers predictive of recovery outcomes through system identification and artificial intelligence techniques, applying MPC to establish precise intervention timing, and delivering a final technical report or manuscripts. This collaborative effort builds on prior related research and partnerships between the involved researchers and aims to support a systems biology approach to mitigate heat injury, particularly for Warfighters, including modeling pharmacological treatment efficacy and exploring physiological differences in rodent populations that simulate special forces. The information will be used to determine the need for future competitive procurements, with interested parties invited to express their capability to respond by a specified deadline.
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