Rutledge G W
Department of Medicine, Stanford University, California 94305-5479.
Proc Annu Symp Comput Appl Med Care. 1994:878-83.
VentSim is a quantitative model that predicts the effects of alternative ventilator settings on the cardiopulmonary physiology of critically ill patients. VentSim is an expanded version of the physiologic model in VentPlan, an application that provides ventilator-setting recommendations for patients in the intensive care unit. VentSim includes a ventilator component, an airway component, and a circulation component. The ventilator component predicts the pressures and airflows that are generated by a volume-cycled, constant-flow ventilator. The airway component has anatomic and physiologic deadspace compartments, and two alveolar compartments that participate in gas exchange with two pulmonary blood-flow compartments in the circulatory component. The circulatory component also has a shunt compartment that allows a fraction of blood flow to bypass gas exchange in the lungs, and a tissue compartment that consumes oxygen and generates carbon dioxide. The VentSim model is a set of linked first-order difference equations, with control variables that correspond to the ventilator settings, dependent variables that correspond to the physiologic state, and one independent variable, time. Because the model has no steady state solution, VentSim solves the equations by numeric integration, which is computation intensive. Simulation results demonstrate that VentSim predicts the effects of a variety of physiologic abnormalities that cannot be represented in less complex models such as the VentPlan model. For a ventilator-management application, the time-critical nature of ventilator-setting decisions limits the use of complex models. Advanced ventilator-management applications may include a mechanism to select patient-specific models that balance the trade-off of benefit of model detail and cost of computation delay.
VentSim是一个定量模型,可预测不同通气设置对危重症患者心肺生理功能的影响。VentSim是VentPlan中生理模型的扩展版本,VentPlan是一个为重症监护病房患者提供通气设置建议的应用程序。VentSim包括一个通气机组件、一个气道组件和一个循环组件。通气机组件可预测容积控制、恒流通气机产生的压力和气流。气道组件有解剖学和生理学死腔部分,以及两个参与气体交换的肺泡部分,循环组件中有两个肺血流部分与之对应。循环组件还有一个分流部分,可使一部分血流绕过肺部的气体交换,以及一个消耗氧气并产生二氧化碳的组织部分。VentSim模型是一组相互关联的一阶差分方程,其控制变量对应于通气设置,因变量对应于生理状态,还有一个自变量——时间。由于该模型没有稳态解,VentSim通过数值积分求解方程,这需要大量计算。模拟结果表明,VentSim可预测多种生理异常的影响,而这些异常在VentPlan等较简单的模型中无法体现。对于通气管理应用,通气设置决策的时间紧迫性限制了复杂模型的使用。先进的通气管理应用可能包括一种机制,用于选择针对特定患者的模型,以平衡模型细节的益处与计算延迟成本之间的权衡。