在一个空间分辨的患者特异性损伤人肺计算模型中,压力和时间依赖性肺泡恢复/消失。

IF 2.2 4区 医学 Q3 ENGINEERING, BIOMEDICAL
Carolin M. Geitner, Lea J. Köglmeier, Inéz Frerichs, Patrick Langguth, Matthias Lindner, Dirk Schädler, Norbert Weiler, Tobias Becher, Wolfgang A. Wall
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引用次数: 0

摘要

我们提出了一种新的肺泡再生/再生(RD)动力学计算模型,该模型再现了损伤肺中典型观察到的潜在特征。基本思想是一个压力和时间依赖变化的无应力参考体积的降维粘弹性元件代表腺泡组织。从简单的力学角度出发,我们选择了一个由临界开启和关闭压力以时间依赖的方式触发的可变参考体积。在肺泡结构(部分和渐进式)塌陷的情况下,呼吸过程中可用于扩张的体积减少,反之亦然,最终在我们的模型中考虑肺泡塌陷和重开。我们进一步介绍了一种方法,用于患者特异性地确定新肺泡RD动力学的潜在关键参数,当将其整合到组织元素(称为终端单元)中时,该模型以解剖学正确的方式模拟了人类呼吸系统。本文根据医学图像数据和人工通气期间肺的宏观力学行为确定终端单元的相关患者特异性参数。我们通过将整个建模方法应用于机械通气患者的临床数据,对现实生活场景进行了测试。生成的肺模型能够再现各种通气操作期间的临床测量,如潮气量和胸膜压力。我们的结论是,通过考虑潜在的有害机制(如循环RD和过度扩张),这个新模型是迈向ARDS患者个性化治疗的重要一步,并可能有助于制定相关的保护性通气策略,以减少呼吸机诱导的肺损伤(VILI)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Pressure- and time-dependent alveolar recruitment/derecruitment in a spatially resolved patient-specific computational model for injured human lungs

Pressure- and time-dependent alveolar recruitment/derecruitment in a spatially resolved patient-specific computational model for injured human lungs

Pressure- and time-dependent alveolar recruitment/derecruitment in a spatially resolved patient-specific computational model for injured human lungs

We present a novel computational model for the dynamics of alveolar recruitment/derecruitment (RD), which reproduces the underlying characteristics typically observed in injured lungs. The basic idea is a pressure- and time-dependent variation of the stress-free reference volume in reduced dimensional viscoelastic elements representing the acinar tissue. We choose a variable reference volume triggered by critical opening and closing pressures in a time-dependent manner from a straightforward mechanical point of view. In the case of (partially and progressively) collapsing alveolar structures, the volume available for expansion during breathing reduces and vice versa, eventually enabling consideration of alveolar collapse and reopening in our model. We further introduce a method for patient-specific determination of the underlying critical parameters of the new alveolar RD dynamics when integrated into the tissue elements, referred to as terminal units, of a spatially resolved physics-based lung model that simulates the human respiratory system in an anatomically correct manner. Relevant patient-specific parameters of the terminal units are herein determined based on medical image data and the macromechanical behavior of the lung during artificial ventilation. We test the whole modeling approach for a real-life scenario by applying it to the clinical data of a mechanically ventilated patient. The generated lung model is capable of reproducing clinical measurements such as tidal volume and pleural pressure during various ventilation maneuvers. We conclude that this new model is an important step toward personalized treatment of ARDS patients by considering potentially harmful mechanisms—such as cyclic RD and overdistension—and might help in the development of relevant protective ventilation strategies to reduce ventilator-induced lung injury (VILI).

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来源期刊
International Journal for Numerical Methods in Biomedical Engineering
International Journal for Numerical Methods in Biomedical Engineering ENGINEERING, BIOMEDICAL-MATHEMATICAL & COMPUTATIONAL BIOLOGY
CiteScore
4.50
自引率
9.50%
发文量
103
审稿时长
3 months
期刊介绍: All differential equation based models for biomedical applications and their novel solutions (using either established numerical methods such as finite difference, finite element and finite volume methods or new numerical methods) are within the scope of this journal. Manuscripts with experimental and analytical themes are also welcome if a component of the paper deals with numerical methods. Special cases that may not involve differential equations such as image processing, meshing and artificial intelligence are within the scope. Any research that is broadly linked to the wellbeing of the human body, either directly or indirectly, is also within the scope of this journal.
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