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Updated: Sep 12, 2025

Quantitative Analysis and Characterization of Atherosclerotic Lesions in the Murine Aortic Sinus
Published on: December 7, 2013
A spatially resolved and lipid-structured model for macrophage populations in early human atherosclerotic lesions
Keith L Chambers1, Mary R Myerscough2, Michael G Watson3
1Wolfson Centre for Mathematical Biology, Mathematical Institute, University of Oxford, Andrew Wiles Building, Radcliffe Observatory Quarter, Woodstock Road, Oxford, OX2 6GG, Oxfordshire, United Kingdom; Ludwig Institute for Cancer Research, University of Oxford, Old Road Campus Research Building, Roosevelt Dr, Headington, Oxford, OX3 7DQ, Oxfordshire, United Kingdom.
Abstract:
Atherosclerosis is a chronic inflammatory disease of the artery wall. The early stages of atherosclerosis are driven by interactions between lipids and monocyte-derived-macrophages (MDMs). The mechanisms that govern the spatial distribution of lipids and MDMs in the lesion remain poorly understood. In this paper, we develop a spatially-resolved and lipid-structured model for early atherosclerosis. The model development and analysis are guided by images of human coronary lesions by Nakashima et al. (2007). Consistent with their findings, the model predicts that lipid initially accumulates deep in the intima due to a spatially non-uniform LDL retention capacity. The model also qualitatively reproduces the global internal maxima in the Nakashima images only when the MDM mobility is sufficiently sensitive to lipid content, and MDM lifespan sufficiently insensitive. Introducing lipid content-dependence to MDM mobility and mean lifespan produced minimal impact on model behaviour at early times, but strongly impacted lesion composition at steady state. Increases to the sensitivity of MDM lifespan to lipid content yield lesions with fewer MDMs, less total lesion lipid content and reduced mean MDM infiltration depth. Increases to the sensitivity of MDM mobility to lipid content also reduces the MDM infiltration depth, but increases the proportion of lipid-laden MDMs. We find that MDM lipid content increases with spatial depth, regardless of blood LDL and HDL content. These results shed light on the mechanisms that drive spatial variation in the composition of early atherosclerotic lesions, and the role of macrophage lipid content in disease progression.
Insights
This study models early atherosclerosis, revealing lipid accumulation deep within artery walls. Macrophage behavior, influenced by lipid content, is key to lesion development and spatial distribution.
Area of Science:
- Cardiovascular Biology
- Computational Biology
- Pathology
Background:
- Atherosclerosis is a chronic inflammatory artery disease.
- Early stages involve lipid and monocyte-derived-macrophage (MDM) interactions.
- Spatial distribution mechanisms of lipids and MDMs in lesions are poorly understood.
Purpose of the Study:
- To develop a spatially-resolved, lipid-structured model for early atherosclerosis.
- To investigate the influence of lipid content on MDM behavior and lesion composition.
- To understand mechanisms driving spatial variation in early atherosclerotic lesions.
Main Methods:
- Developed a spatially-resolved computational model of early atherosclerosis.
- Guided model development and analysis using human coronary lesion imaging data.
- Simulated the impact of lipid content-dependent MDM mobility and lifespan.
Main Results:
- The model predicts initial lipid accumulation deep in the intima due to non-uniform LDL retention.
- Macrophage mobility sensitivity to lipid content and lifespan insensitivity reproduce lesion maxima.
- Lipid-dependent MDM lifespan and mobility significantly impact steady-state lesion composition and MDM infiltration depth.
Conclusions:
- MDM lipid content increases with spatial depth, irrespective of blood LDL and HDL levels.
- Model findings elucidate mechanisms driving spatial variation in early atherosclerotic lesion composition.
- Macrophage lipid content plays a crucial role in atherosclerosis progression.
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