血脂蛋白决定早期动脉粥样硬化病变巨噬细胞的表型和脂质含量:双结构数学模型

Keith L Chambers, Mary R Myerscough, Michael G Watson, Helen M Byrne
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摘要

动脉粥样硬化病变中的巨噬细胞表现出多种行为或表型。单核细胞衍生巨噬细胞(MDM)的表型分布、其与MDM脂质含量的相关性以及与血液脂蛋白密度的关系尚不十分清楚。尤其令人感兴趣的是低密度脂蛋白(LDL)和高密度脂蛋白(HDL)之间的平衡,它们分别携带坏胆固醇和好胆固醇。为了解决这些问题,我们建立了一个早期动脉粥样硬化的数学模型,其中 MDM 群体是由表型和脂质含量构成的。该模型包含一个更简单的封闭子系统,其分析表明了病变组成如何随着血液中低密度脂蛋白密度相对于高密度脂蛋白容量的增加而变得更加病态。我们利用渐进分析推导出稳态时 MDM 表型与脂质含量之间的幂律关系。这种关系使我们能够理解,例如,当血液中低密度脂蛋白脂质密度大大超过高密度脂蛋白容量时,为什么脂质含量高的 MDM 比脂质含量低的 MDM 具有更强的炎症表型。我们进一步研究发现,MDM 表型分布总是达到局部最大值,而脂质含量分布可能是单峰的,也可能是水均匀分布或单调递减。病理病变的 MDM 表型和脂质含量分布都显示出局部最大值,最大值分别位于炎症表型和脂质含量容量附近。这些结果说明了巨噬细胞的异质性是如何在早期动脉粥样硬化中产生的,并通过与单细胞 RNA 测序数据的比较为未来的模型验证提供了一个框架。
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Blood lipoproteins shape the phenotype and lipid content of early atherosclerotic lesion macrophages: a dual-structured mathematical model
Macrophages in atherosclerotic lesions exhibit a spectrum of behaviours or phenotypes. The phenotypic distribution of monocyte-derived macrophages (MDMs), its correlation with MDM lipid content, and relation to blood lipoprotein densities are not well understood. Of particular interest is the balance between low density lipoproteins (LDL) and high density lipoproteins (HDL), which carry bad and good cholesterol respectively. To address these issues, we have developed a mathematical model for early atherosclerosis in which the MDM population is structured by phenotype and lipid content. The model admits a simpler, closed subsystem whose analysis shows how lesion composition becomes more pathological as the blood density of LDL increases relative to the HDL capacity. We use asymptotic analysis to derive a power-law relationship between MDM phenotype and lipid content at steady-state. This relationship enables us to understand why, for example, lipid-laden MDMs have a more inflammatory phenotype than lipid-poor MDMs when blood LDL lipid density greatly exceeds HDL capacity. We show further that the MDM phenotype distribution always attains a local maximum, while the lipid content distribution may be unimodal, adopt a quasi-uniform profile or decrease monotonically. Pathological lesions exhibit a local maximum in both the phenotype and lipid content MDM distributions, with the maximum at an inflammatory phenotype and near the lipid content capacity respectively. These results illustrate how macrophage heterogeneity arises in early atherosclerosis and provide a framework for future model validation through comparison with single-cell RNA sequencing data.
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