Department of Pediatrics (Cardiology), Stanford University, Stanford, CA, 94305, USA.
Cardiovascular Institute, Stanford University, Palo Alto, CA, 94305, USA.
Biomech Model Mechanobiol. 2023 Dec;22(6):1935-1951. doi: 10.1007/s10237-023-01744-z. Epub 2023 Sep 2.
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.
血流动力学负荷被认为是导致肺动脉高压(PAH)发生和进展的原因。这种负荷会引起机械生物刺激的变化,从而影响细胞表型,并导致肺血管重塑。计算模型已被用于模拟 PAH 患者在单个时间点的感兴趣的力学生物计量,例如壁切应力。然而,需要新的方法来模拟疾病的演变,以预测长期结果。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失调性反应来模拟肺动 脉树。我们将基于约束混合物理论的血管壁生长和重塑框架与肺动 脉血管的形态计量树表示相结合。我们表明,非均匀的力学行为对于建立肺动 脉树的稳态是重要的,并且血流动力学反馈对于模拟疾病的时间过程是必不可少的。我们还采用了一系列失调的本构模型,例如平滑肌过度增殖和变硬,以确定导致 PAH 表型发展的关键因素。这些模拟共同表明,朝着预测 PAH 患者临床感兴趣的计量变化和模拟潜在治疗方法迈出了重要的一步。