A mathematical model of cardiovascular dynamics for the diagnosis and prognosis of hemorrhagic shock

Laura D'Orsi;Luciano Curcio;Fabio Cibella;Alessandro Borri;Lilach Gavish;Arik Eisenkraft;Andrea De Gaetano
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Abstract

A variety of mathematical models of the cardiovascular system have been suggested over several years in order to describe the time-course of a series of physiological variables (i.e. heart rate, cardiac output, arterial pressure) relevant for the compensation mechanisms to perturbations, such as severe haemorrhage. The current study provides a simple but realistic mathematical description of cardiovascular dynamics that may be useful in the assessment and prognosis of hemorrhagic shock. The present work proposes a first version of a differential-algebraic equations model, the model dynamical ODE model for haemorrhage (dODEg). The model consists of 10 differential and 14 algebraic equations, incorporating 61 model parameters. This model is capable of replicating the changes in heart rate, mean arterial pressure and cardiac output after the onset of bleeding observed in four experimental animal preparations and fits well to the experimental data. By predicting the time-course of the physiological response after haemorrhage, the dODEg model presented here may be of significant value for the quantitative assessment of conventional or novel therapeutic regimens. The model may be applied to the prediction of survivability and to the determination of the urgency of evacuation towards definitive surgical treatment in the operational setting.
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失血性休克诊断及预后的心血管动力学数学模型
多年来,人们提出了各种心血管系统的数学模型,以描述一系列生理变量(即心率、心输出量、动脉压)的时间过程,这些变量与扰动(如严重出血)的补偿机制有关。目前的研究提供了一个简单但现实的心血管动力学数学描述,可能对失血性休克的评估和预后有用。本工作提出了微分代数方程模型的第一个版本,即出血的模型动力学ODE模型(dODEg)。该模型由10个微分方程和14个代数方程组成,包含61个模型参数。该模型能够复制在四种实验动物制剂中观察到的出血后心率、平均动脉压和心输出量的变化,并且与实验数据非常吻合。通过预测出血后生理反应的时间过程,本文提出的dODEg模型可能对传统或新的治疗方案的定量评估具有重要价值。该模型可应用于生存能力的预测和确定在作战环境中进行最终外科治疗的疏散的紧迫性。
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