Martorell Jordi, Santomá Pablo, Kolandaivelu Kumaran, Kolachalama Vijaya B, Melgar-Lesmes Pedro, Molins José J, Garcia Lawrence, Edelman Elazer R, Balcells Mercedes
Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA Department of Chemical Engineering, IQS School of Engineering, URL, Via Augusta 390, 08017 Barcelona, Spain
Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA Department of Chemical Engineering, IQS School of Engineering, URL, Via Augusta 390, 08017 Barcelona, Spain.
Cardiovasc Res. 2014 Jul 1;103(1):37-46. doi: 10.1093/cvr/cvu124. Epub 2014 May 19.
Atherogenesis, evolution of plaque, and outcomes following endovascular intervention depend heavily on the unique vascular architecture of each individual. Patient-specific, multiscale models able to correlate changes in microscopic cellular responses with relevant macroscopic flow, and structural conditions may help understand the progression of occlusive arterial disease, providing insights into how to mitigate adverse responses in specific settings and individuals.
Vascular architectures mimicking coronary and carotid bifurcations were derived from clinical imaging and used to generate conjoint computational meshes for in silico analysis and biocompatible scaffolds for in vitro models. In parallel with three-dimensional flow simulations, geometrically realistic scaffolds were seeded with human smooth muscle cells (SMC) or endothelial cells and exposed to relevant, physiological flows. In vitro surrogates of endothelial health, atherosclerotic progression, and thrombosis were locally quantified and correlated best with an quantified extent of flow recirculation occurring within the bifurcation models. Oxidized low-density lipoprotein uptake, monocyte adhesion, and tissue factor expression locally rose up to three-fold, and phosphorylated endothelial nitric oxide synthase and Krüppel-like factor 2 decreased up to two-fold in recirculation areas. Isolated testing in straight-tube idealized constructs subject to static, oscillatory, and pulsatile conditions, indicative of different recirculant conditions corroborated these flow-mediated dependencies.
Flow drives variations in vascular reactivity and vascular beds. Endothelial health was preserved by arterial flow but jeopardized in regions of flow recirculation in a quasi-linear manner. Similarly, SMC exposed to flow were more thrombogenic in large recirculating regions. Health, thrombosis, and atherosclerosis biomarkers correlate with the extent of recirculation in vascular cells lining certain vascular geometries.
动脉粥样硬化的形成、斑块的演变以及血管内介入治疗后的结果在很大程度上取决于每个个体独特的血管结构。能够将微观细胞反应的变化与相关宏观血流和结构状况相关联的患者特异性多尺度模型,可能有助于理解闭塞性动脉疾病的进展,为如何在特定环境和个体中减轻不良反应提供见解。
从临床成像中获取模拟冠状动脉和颈动脉分叉的血管结构,并用于生成联合计算网格以进行计算机分析,以及用于体外模型的生物相容性支架。在进行三维血流模拟的同时,将几何逼真的支架接种人平滑肌细胞(SMC)或内皮细胞,并使其暴露于相关的生理血流中。局部定量内皮健康、动脉粥样硬化进展和血栓形成的体外替代指标,并发现其与分叉模型内发生的血流再循环的量化程度相关性最佳。在再循环区域,氧化型低密度脂蛋白摄取、单核细胞黏附及组织因子表达局部升高至三倍,而磷酸化内皮型一氧化氮合酶和Krüppel样因子2降低至两倍。在直管理想化结构中进行的分别模拟静态、振荡和脉动条件(代表不同再循环条件)的单独测试证实了这些血流介导的依赖性。
血流驱动血管反应性和血管床的变化。动脉血流可维持内皮健康,但在血流再循环区域会以近似线性的方式受到损害。同样,暴露于血流中的SMC在大的再循环区域更具血栓形成倾向。健康、血栓形成和动脉粥样硬化生物标志物与某些血管几何形状内衬血管细胞中的再循环程度相关。