烧伤损伤与复苏的生理模型

G. Kramer, C. Meador, J. Salinas, Ghazal Arabi Darreh Dor, A. Tivay, Ramin Bighamian, J. Hahn
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引用次数: 1

摘要

建立了一个基于第一性原理的生理模型,该模型可以预测热损伤后患者体内液体和白蛋白的再分配。该模型的关键组成部分包括体积动力学、肾功能和循环生理学中烧伤引起的扰动。该模型的开发方式可以充分表征患者的体重、身高和总烧伤表面积(TBSA),以及一组可个性化的模型参数,以预测患者对热损伤和复苏的反应。基于潜在的物理和器官的限制,新的数学函数被开发来描述肾功能和淋巴回流。采用一种新颖的方法来实现烧伤对患者身体相关生理的影响。采用烧伤和复苏两组羊对模型进行鉴定和检验。结果表明,尽管该模型简单,但在再现实验观察到的血浆量和尿量方面具有可接受的准确性。该模型在满足准确性和生理可信度要求后,可为烧伤复苏方案和闭环决策支持系统的验证和测试提供便利。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Physiological Model for Burn Injury and Resuscitation
A 1st-principles-inspired physiological model was developed that can predict the redistribution of fluid and albumin in the patient after thermal injury. The key components of the model include volume kinetics, renal function, and burn-induced perturbations in circulatory physiology. The model was developed in such a way that it can be fully characterized by the patient weight, height, and total burn surface area (TBSA) as well as a small set of model parameters to be individualized to predict the patient's response to thermal injury and resuscitation. Based on the underlying physics and constraints of organs, new mathematical functions were developed to describe the renal function and lymph return. A novel approach was employed to implement the effect of burn on the pertinent physiology of patients' body. The model was identified and tested using two groups of sheep undergoing burn injury and resuscitation. The results suggested that the model can boast acceptable accuracy in reproducing experimentally observed plasma volume and urinary output despite its simplicity. Such a model, after meeting the requirements on accuracy and physiological credibility, may facilitate the validation and testing of burn resuscitation protocols and closed-loop decision support systems.
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