Zhang Peng, Gao Chao, Zhang Na, Slepian Marvin J, Deng Yuefan, Bluestein Danny
Department of Biomedical Engineering, Stony Brook University, NY 11794.
Department of Applied Mathematics and Statistics, Stony Brook University, NY 11794.
Cell Mol Bioeng. 2014 Dec 1;7(4):552-574. doi: 10.1007/s12195-014-0356-5.
We developed a multiscale particle-based model of platelets, to study the transport dynamics of shear stresses between the surrounding fluid and the platelet membrane. This model facilitates a more accurate prediction of the activation potential of platelets by viscous shear stresses - one of the major mechanisms leading to thrombus formation in cardiovascular diseases and in prosthetic cardiovascular devices. The interface of the model couples coarse-grained molecular dynamics (CGMD) with dissipative particle dynamics (DPD). The CGMD handles individual platelets while the DPD models the macroscopic transport of blood plasma in vessels. A hybrid force field is formulated for establishing a functional interface between the platelet membrane and the surrounding fluid, in which the microstructural changes of platelets may respond to the extracellular viscous shear stresses transferred to them. The interaction between the two systems preserves dynamic properties of the flowing platelets, such as the flipping motion. Using this multiscale particle-based approach, we have further studied the effects of the platelet elastic modulus by comparing the action of the flow-induced shear stresses on rigid and deformable platelet models. The results indicate that neglecting the platelet deformability may overestimate the stress on the platelet membrane, which in turn may lead to erroneous predictions of the platelet activation under viscous shear flow conditions. This particle-based fluid-structure interaction multiscale model offers for the first time a computationally feasible approach for simulating deformable platelets interacting with viscous blood flow, aimed at predicting flow induced platelet activation by using a highly resolved mapping of the stress distribution on the platelet membrane under dynamic flow conditions.
我们开发了一种基于多尺度粒子的血小板模型,以研究周围流体与血小板膜之间剪应力的传输动力学。该模型有助于更准确地预测血小板在粘性剪应力作用下的活化潜力,粘性剪应力是导致心血管疾病和人工心血管装置中血栓形成的主要机制之一。该模型的界面将粗粒度分子动力学(CGMD)与耗散粒子动力学(DPD)相结合。CGMD处理单个血小板,而DPD模拟血管中血浆的宏观传输。构建了一个混合力场,用于在血小板膜与周围流体之间建立功能界面,其中血小板的微观结构变化可能会对传递给它们的细胞外粘性剪应力作出反应。两个系统之间的相互作用保留了流动血小板的动态特性,如翻转运动。使用这种基于多尺度粒子的方法,我们通过比较流动诱导剪应力对刚性和可变形血小板模型的作用,进一步研究了血小板弹性模量的影响。结果表明,忽略血小板的可变形性可能会高估血小板膜上的应力,进而可能导致在粘性剪切流条件下对血小板活化的错误预测。这种基于粒子的流固相互作用多尺度模型首次提供了一种计算上可行的方法,用于模拟可变形血小板与粘性血流的相互作用,旨在通过在动态流动条件下对血小板膜上应力分布进行高度解析的映射来预测流动诱导的血小板活化。