A Biophysics-Based Mathematical Model of Shear-Induced Platelet Activation and Receptor Shedding: Re-Examining Previous Experimental Data.

IF 2.3 3区 医学 Q2 ENGINEERING, BIOMEDICAL ASAIO Journal Pub Date : 2025-08-01 Epub Date: 2025-02-19 DOI:10.1097/MAT.0000000000002399
Dong Han, Anik Tarafder, Bartley P Griffith, Zhongjun J Wu
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Abstract

The power-law model, originally developed for shear-induced hemolysis, has been used to predict shear-induced platelet activation and receptor shedding. However, its empirical nature lacks mechanistic explanations and violates physical reality by not imposing an upper limit, often leading to inaccuracies. Recent studies suggest that the mechanical pulling of platelet GPIb-IX complex triggers the unfolding of its mechanosensitive domain, a crucial process to platelet activation, which can be explained by Bell's model of bond unbinding under force. Motivated by these findings, we propose a novel mathematical model for shear-induced platelet activation (P-selectin) and shear-induced platelet receptor (glycoprotein Ibα [GPIbα], GPVI, and GPIIb/IIIa) shedding based on the principle of bond unbinding. The model was examined using experimental data from previous studies in which blood samples were exposed to different combinations of constant shear stress and exposure time. The new model demonstrated an excellent fit with experimental data with an overall coefficient of determination R2 >0.8, mapping the trends in platelet activation and receptor shedding (except for GPIIb/IIIa) across a range of shear conditions. This new model not only addresses the intrinsic upper bound error in the power-law model but also provides a theoretical foundation into blood damage under shear stress.

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基于生物物理的剪切诱导血小板活化和受体脱落的数学模型:重新检查以前的实验数据。
幂律模型最初是为剪切诱导的溶血而开发的,现已用于预测剪切诱导的血小板活化和受体脱落。然而,它的经验性质缺乏机械的解释,并且由于没有施加上限而违背了物理现实,经常导致不准确。最近的研究表明,血小板GPIb-IX复合体的机械拉力触发其机械敏感结构域的展开,这是血小板活化的关键过程,这可以用Bell的力下键解结合模型来解释。基于这些发现,我们提出了剪切诱导血小板活化(p -选择素)和剪切诱导血小板受体(糖蛋白Ibα [GPIbα]、GPVI和GPIIb/IIIa)基于键解结合原理脱落的新数学模型。该模型使用先前研究的实验数据进行检验,其中血液样本暴露于恒定剪切应力和暴露时间的不同组合中。新模型与实验数据非常吻合,总体决定系数R2 >0.8,绘制了血小板活化和受体脱落(GPIIb/IIIa除外)在一系列剪切条件下的趋势。该模型不仅解决了幂律模型的固有上界误差,而且为研究剪切应力下的血液损伤提供了理论基础。
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来源期刊
ASAIO Journal
ASAIO Journal 医学-工程:生物医学
CiteScore
6.60
自引率
7.10%
发文量
651
审稿时长
4-8 weeks
期刊介绍: ASAIO Journal is in the forefront of artificial organ research and development. On the cutting edge of innovative technology, it features peer-reviewed articles of the highest quality that describe research, development, the most recent advances in the design of artificial organ devices and findings from initial testing. Bimonthly, the ASAIO Journal features state-of-the-art investigations, laboratory and clinical trials, and discussions and opinions from experts around the world. The official publication of the American Society for Artificial Internal Organs.
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