论文标题
慢性阻塞性肺疾病(COPD)建模和分析的系统设计方法
A Systems Engineering Approach to Modeling and Analysis of Chronic Obstructive Pulmonary Disease (COPD)
论文作者
论文摘要
慢性阻塞性肺疾病(COPD)是一种以气流限制为特征的进行性肺部疾病。这项研究开发了一个系统工程框架,用于在心脏呼吸系统模型中代表COPD的重要机理细节。在此模型中,我们将心呼吸系统作为负责调节呼吸的综合生物控制系统。考虑了四个工程控制系统组件:传感器,控制器,执行器和过程本身。人类解剖学和生理学的知识用于为每个组件开发适当的机械数学模型。经过对计算模型的系统分析,我们确定了与重现COPD临床表现相关的三个生理参数 - 强迫呼气量(FEV),肺部体积和肺动脉高压的变化。我们将这些参数的变化(气道阻力,肺部弹性和肺电阻)量化为导致诊断为COPD的系统性反应的变化。多变量分析表明,气道阻力的变化对人类心脏呼吸系统具有广泛的影响,并且在大多数COPD患者的低氧环境下,肺回路的压力超出了正常状态。
Chronic Obstructive Pulmonary Disease (COPD) is a progressive lung disease characterized by airflow limitation. This study develops a systems engineering framework for representing important mechanistic details of COPD in a model of the cardio-respiratory system. In this model, we present the cardio-respiratory system as an integrated biological control system responsible for regulating breathing. Four engineering control system components are considered: sensor, controller, actuator, and the process itself. Knowledge of human anatomy and physiology is used to develop appropriate mechanistic mathematical models for each component. Following a systematic analysis of the computational model, we identify three physiological parameters associated with reproducing clinical manifestations of COPD - changes in the forced expiratory volume (FEV), lung volumes, and pulmonary hypertension. We quantify the changes in these parameters (airway resistance, lung elastance, and pulmonary resistance) as the ones that result in a systemic response that is diagnostic of COPD. A multivariate analysis reveals that the changes in airway resistance have a broad impact on the human cardio-respiratory system, and that the pulmonary circuit is stressed beyond normal under hypoxic environments in most COPD patients.