论文标题

具有脂质依赖性动力学的动脉粥样硬化斑块巨噬细胞的脂质结构模型

A Lipid-Structured Model of Atherosclerotic Plaque Macrophages with Lipid-Dependent Kinetics

论文作者

Watson, M. G., Chambers, K. L., Myerscough, M. R.

论文摘要

动脉粥样硬化斑块是引起心脏病发作和中风的动脉壁的脂肪生长。斑块形成是由巨噬细胞精心策划的,这些巨噬细胞被募集到动脉壁以消耗和去除血液来源的脂质,例如低密度脂蛋白(LDL)。由于巨噬细胞死亡和其他因素,无效的脂质去除导致脂质负载的巨噬细胞的积累和坏死核的形成。实验观察结果表明,巨噬细胞功能随脂质负荷程度而变化。但是,对结果对斑块命运的影响知之甚少。扩展福特等人的工作。 (2019)和钱伯斯等。 (2022),我们开发了一个斑块模型,其中巨噬细胞通过其摄入的脂质含量进行分类,并以脂质依赖性方式进行。该模型是局部分化方程式的系统,它考虑了几种巨噬细胞行为。其中包括:招募动脉壁;增殖和凋亡;摄入LDL,凋亡细胞和坏死脂质;从动脉壁移民;凋亡细胞的坏死。在这里,我们认为凋亡,移民和增殖是脂质的依赖性。我们通过内部化脂质负载的实验知识功能在这些行为中对脂质依赖性进行建模。我们的结果表明,脂质依赖性的巨噬细胞行为可以通过改变斑块中脂质的总数以及活细胞,死细胞和坏死核之间的脂质分布来大大改变斑块命运。对于脂质依赖性的凋亡和脂质依赖性的迁移模拟,我们发现最终以相同的凋亡或移民净率汇聚的病例的结果存在显着差异。

Atherosclerotic plaques are fatty growths in artery walls that cause heart attacks and strokes. Plaque formation is orchestrated by macrophages that are recruited to the artery wall to consume and remove blood-derived lipids, such as low-density lipoprotein (LDL). Ineffective lipid removal, due to macrophage death and other factors, leads to the accumulation of lipid-loaded macrophages and formation of a necrotic core. Experimental observations suggest that macrophage functionality varies with the extent of lipid loading. However, little is known about the resultant influence on plaque fate. Extending work by Ford et al. (2019) and Chambers et al. (2022), we develop a plaque model in which macrophages are classified by their ingested lipid content and behave in a lipid-dependent manner. The model, a system of partial-integro differential equations, considers several macrophage behaviours. These include: recruitment to the artery wall; proliferation and apoptosis; ingestion of LDL, apoptotic cells and necrotic lipid; emigration from the artery wall; and necrosis of apoptotic cells. Here, we consider apoptosis, emigration and proliferation to be lipid-dependent. We model lipid-dependence in these behaviours with experimentally-informed functions of the internalised lipid load. Our results demonstrate that lipid-dependent macrophage behaviour can substantially alter plaque fate by changing both the total quantity of lipid in the plaque and the distribution of lipid between the live cells, dead cells and necrotic core. For lipid-dependent apoptosis and lipid-dependent emigration simulations, we find significant differences in outcomes for cases that ultimately converge on the same net rate of apoptosis or emigration.

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