A computational growth and remodeling framework for adaptive and maladaptive pulmonary arterial hemodynamics

IF 3 3区 医学 Q2 BIOPHYSICS Biomechanics and Modeling in Mechanobiology Pub Date : 2023-09-02 DOI:10.1007/s10237-023-01744-z
Jason M. Szafron, Weiguang Yang, Jeffrey A. Feinstein, Marlene Rabinovitch, Alison L. Marsden
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Abstract

Hemodynamic loading is known to contribute to the development and progression of pulmonary arterial hypertension (PAH). This loading drives changes in mechanobiological stimuli that affect cellular phenotypes and lead to pulmonary vascular remodeling. Computational models have been used to simulate mechanobiological metrics of interest, such as wall shear stress, at single time points for PAH patients. However, there is a need for new approaches that simulate disease evolution to allow for prediction of long-term outcomes. In this work, we develop a framework that models the pulmonary arterial tree through adaptive and maladaptive responses to mechanical and biological perturbations. We coupled a constrained mixture theory-based growth and remodeling framework for the vessel wall with a morphometric tree representation of the pulmonary arterial vasculature. We show that non-uniform mechanical behavior is important to establish the homeostatic state of the pulmonary arterial tree, and that hemodynamic feedback is essential for simulating disease time courses. We also employed a series of maladaptive constitutive models, such as smooth muscle hyperproliferation and stiffening, to identify critical contributors to development of PAH phenotypes. Together, these simulations demonstrate an important step toward predicting changes in metrics of clinical interest for PAH patients and simulating potential treatment approaches.

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适应和不适应肺动脉血流动力学的计算增长和重构框架。
众所周知,血液动力学负荷有助于肺动脉高压(PAH)的发展和进展。这种负荷驱动机械生物学刺激的变化,从而影响细胞表型并导致肺血管重塑。计算模型已用于模拟PAH患者在单个时间点的感兴趣的机械生物学指标,如壁剪切应力。然而,需要模拟疾病进化的新方法来预测长期结果。在这项工作中,我们开发了一个框架,通过对机械和生物扰动的适应性和不适应性反应来对肺动脉树进行建模。我们将基于约束混合理论的血管壁生长和重塑框架与肺动脉血管系统的形态树表示相结合。我们表明,非均匀力学行为对于建立肺动脉树的稳态很重要,血液动力学反馈对于模拟疾病时间进程至关重要。我们还采用了一系列不适应的组成模型,如平滑肌过度增殖和硬化,来确定PAH表型发展的关键因素。总之,这些模拟证明了预测PAH患者临床兴趣指标变化和模拟潜在治疗方法的重要一步。
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来源期刊
Biomechanics and Modeling in Mechanobiology
Biomechanics and Modeling in Mechanobiology 工程技术-工程:生物医学
CiteScore
7.10
自引率
8.60%
发文量
119
审稿时长
6 months
期刊介绍: Mechanics regulates biological processes at the molecular, cellular, tissue, organ, and organism levels. A goal of this journal is to promote basic and applied research that integrates the expanding knowledge-bases in the allied fields of biomechanics and mechanobiology. Approaches may be experimental, theoretical, or computational; they may address phenomena at the nano, micro, or macrolevels. Of particular interest are investigations that (1) quantify the mechanical environment in which cells and matrix function in health, disease, or injury, (2) identify and quantify mechanosensitive responses and their mechanisms, (3) detail inter-relations between mechanics and biological processes such as growth, remodeling, adaptation, and repair, and (4) report discoveries that advance therapeutic and diagnostic procedures. Especially encouraged are analytical and computational models based on solid mechanics, fluid mechanics, or thermomechanics, and their interactions; also encouraged are reports of new experimental methods that expand measurement capabilities and new mathematical methods that facilitate analysis.
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