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.

PubMed

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.