Chambers Keith L, Myerscough Mary R, Byrne Helen M
Wolfson Centre for Mathematical Biology, Mathematical Institute, University of Oxford, Andrew Wiles Building, Radcliffe Observatory Quarter, Woodstock Road, Oxford, OX2 6GG, Oxfordshire, United Kingdom.
School of Mathematics and Statistics, University of Sydney, Carslaw Building, Eastern Avenue, Camperdown, Sydney, 2006, New South Wales, Australia.
Math Biosci. 2023 Mar;357:108971. doi: 10.1016/j.mbs.2023.108971. Epub 2023 Jan 28.
Atherosclerotic plaques form in artery walls due to a chronic inflammatory response driven by lipid accumulation. A key component of the inflammatory response is the interaction between monocyte-derived macrophages and extracellular lipid. Although concentrations of low-density lipoprotein (LDL) and high-density lipoprotein (HDL) particles in the blood are known to affect plaque progression, their impact on the lipid load of plaque macrophages remains unexplored. In this paper, we develop a lipid-structured mathematical model to investigate the impact of blood LDL/HDL levels on plaque composition, and lipid distribution in plaque macrophages. A reduced subsystem, derived by summing the equations of the full model, describes the dynamics of biophysical quantities relating to plaque composition (e.g. total number of macrophages, total amount of intracellular lipid). We also derive a continuum approximation of the model to facilitate analysis of the macrophage lipid distribution. The results, which include time-dependent numerical solutions and asymptotic analysis of the unique steady state solution, indicate that plaque lipid content is sensitive to the influx of LDL relative to HDL capacity. The macrophage lipid distribution evolves in a wave-like manner towards an equilibrium profile which may be monotone decreasing, quasi-uniform or unimodal, attaining its maximum value at a non-zero lipid level. Our model also reveals that macrophage uptake may be severely impaired by lipid accumulation. We conclude that lipid accumulation in plaque macrophages may serve as a partial explanation for the defective uptake of apoptotic cells (efferocytosis) often reported in atherosclerotic plaques.
动脉粥样硬化斑块形成于动脉壁,是由脂质积累驱动的慢性炎症反应所致。炎症反应的一个关键组成部分是单核细胞衍生的巨噬细胞与细胞外脂质之间的相互作用。尽管已知血液中低密度脂蛋白(LDL)和高密度脂蛋白(HDL)颗粒的浓度会影响斑块进展,但其对斑块巨噬细胞脂质负荷的影响仍未得到探索。在本文中,我们建立了一个脂质结构数学模型,以研究血液中LDL/HDL水平对斑块组成以及斑块巨噬细胞中脂质分布的影响。通过对完整模型的方程求和得到的一个简化子系统,描述了与斑块组成相关的生物物理量的动态变化(例如巨噬细胞总数、细胞内脂质总量)。我们还推导了该模型的连续近似,以方便对巨噬细胞脂质分布进行分析。结果包括时间相关的数值解以及对唯一稳态解的渐近分析,表明斑块脂质含量对相对于HDL容量的LDL流入量敏感。巨噬细胞脂质分布以波状方式向平衡分布演化,该平衡分布可能是单调递减、准均匀或单峰的,在非零脂质水平达到其最大值。我们的模型还表明,脂质积累可能会严重损害巨噬细胞的摄取。我们得出结论,斑块巨噬细胞中的脂质积累可能是动脉粥样硬化斑块中常报道的凋亡细胞摄取缺陷(噬菌作用)的部分原因。