Division of Applied Mathematics, Brown University, Providence, Rhode Island.
S. Lepida Biomedical Laboratory, Athens, Greece; Division of Endocrinology, Diabetes and Metabolism, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts.
Biophys J. 2018 Oct 2;115(7):1371-1382. doi: 10.1016/j.bpj.2018.08.031. Epub 2018 Aug 30.
Patients with type 2 diabetes mellitus (T2DM) develop thrombotic abnormalities strongly associated with cardiovascular diseases. In addition to the changes of numerous coagulation factors such as elevated levels of thrombin and fibrinogen, the abnormal rheological effects of red blood cells (RBCs) and platelets flowing in blood are crucial in platelet adhesion and thrombus formation in T2DM. An important process contributing to the latter is the platelet margination. We employ the dissipative particle dynamics method to seamlessly model cells, plasma, and vessel walls. We perform a systematic study on RBC and platelet transport in cylindrical vessels by considering different cell shapes, sizes, and RBC deformabilities in healthy and T2DM blood, as well as variable flowrates and hematocrit. In particular, we use cellular-level RBC and platelet models with parameters derived from patient-specific data and present a sensitivity study. We find T2DM RBCs, which are less deformable compared to normal RBCs, lower the transport of platelets toward the vessel walls, whereas platelets with higher mean volume (often observed in T2DM) lead to enhanced margination. Furthermore, increasing the flowrate or hematocrit enhances platelet margination. We also investigated the effect of platelet shape and observed a nonmonotonic variation with the highest near-wall concentration corresponding to platelets with a moderate aspect ratio of 0.38. We examine the role of white blood cells (WBCs), whose count is increased notably in T2DM patients. We find that WBC rolling or WBC adhesion tends to decrease platelet margination due to hydrodynamic effects. To the best of our knowledge, such simulations of blood including all blood cells have not been performed before, and our quantitative findings can help separate the effects of hydrodynamic interactions from adhesive interactions and potentially shed light on the associated pathological processes in T2DM such as increased inflammatory response, platelet activation and adhesion, and ultimately thrombus formation.
患有 2 型糖尿病(T2DM)的患者会出现强烈与心血管疾病相关的血栓形成异常。除了许多凝血因子(如凝血酶和纤维蛋白原水平升高)的变化外,血液中流动的红细胞(RBC)和血小板的异常流变学效应对于 T2DM 中血小板黏附和血栓形成至关重要。导致后者的一个重要过程是血小板靠边。我们采用耗散粒子动力学方法无缝模拟细胞、血浆和血管壁。通过考虑健康和 T2DM 血液中不同的细胞形状、大小和 RBC 变形性,以及不同的流速和血细胞比容,我们对圆柱形容器中的 RBC 和血小板输运进行了系统研究。特别是,我们使用来自患者特定数据的细胞水平 RBC 和血小板模型,并进行了敏感性研究。我们发现与正常 RBC 相比变形能力较低的 T2DM RBC 会降低血小板向血管壁的输送,而平均体积较高的血小板(常在 T2DM 中观察到)会导致靠边增强。此外,增加流速或血细胞比容会增强血小板靠边。我们还研究了血小板形状的影响,观察到与最高壁面浓度对应的非单调变化,对应于具有适度纵横比 0.38 的血小板。我们检查了白细胞(WBC)的作用,T2DM 患者的白细胞计数显著增加。我们发现由于流体动力学效应,WBC 滚动或 WBC 黏附会降低血小板靠边。据我们所知,以前没有进行过包括所有血细胞的血液模拟,我们的定量发现可以帮助将流体动力学相互作用的影响与黏附相互作用分开,并可能揭示 T2DM 相关的病理过程,如炎症反应增加、血小板激活和黏附,以及最终血栓形成。