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An In vitro Model to Study Heterogeneity of Human Macrophage Differentiation and Polarization
Published on: June 12, 2013
A Single-Cell Analysis Reveals Macrophage Heterogeneity Driving Plaque Vulnerability in Coronary and Carotid Arteries
Takeshi Yoshida1, Takuo Emoto2, Hiroyuki Yamamoto3
1Division of Advanced Medical and Pharmaceutical Sciences, Graduate School of Science, Technology and Innovation, Kobe University.
Insights
Atherosclerosis in coronary and carotid arteries shares a common macrophage inflammatory pathway. However, distinct metabolic profiles in each suggest tailored therapies are needed for plaque vulnerability.
Area of Science:
- Cardiovascular Biology
- Immunology
- Molecular Biology
Background:
- Atherosclerosis underlies acute coronary syndrome (ACS) and ischemic stroke.
- Coronary and carotid atherosclerosis exhibit distinct morphological and histological features.
- Understanding these differences is key for developing targeted therapies.
Purpose of the Study:
- Compare coronary artery disease (CAD) subtypes (ACS, CCS) with carotid artery disease (CAD) subtypes (symptomatic, asymptomatic).
- Identify disease-specific mechanisms and therapeutic targets in atherosclerosis.
Main Methods:
- Single-cell RNA sequencing data from coronary and carotid artery disease datasets were analyzed.
- Myeloid cells were isolated for comparative metabolic profiling and RNA velocity analysis.
- Multiple velocity-inference tools (TFvelo, CellRank) were integrated.
Main Results:
- A shared trajectory toward interleukin-1B (IL1B)+ inflammatory macrophages expressing MMP19 was identified in both coronary and carotid lesions.
- This pathway involves activation of glycolytic and glycosaminoglycan degradation.
- Carotid lesions uniquely showed glycolytic activation in SPP1+ foamy macrophages.
Conclusions:
- Both coronary and carotid atherosclerosis share a common pathway to IL1B+ inflammatory macrophages, indicating shared plaque vulnerability mechanisms.
- Distinct glycolytic pathway activation in carotid lesions suggests vascular bed-specific therapeutic strategies are required.
- Targeting macrophage subsets and metabolic pathways may offer tailored treatments for atherosclerosis.
Aim:
Acute coronary syndrome (ACS) and ischemic stroke are major life-threatening conditions caused by atherosclerosis. Although the mechanisms of atherosclerosis appear to be broadly similar across different vascular beds, growing evidence suggests that there are morphological and histological differences between coronary and carotid atherosclerosis. To identify disease-specific therapeutic strategies, we aimed to compare ACS and chronic coronary syndrome (CCS) in coronary artery disease, and symptomatic and asymptomatic carotid artery disease.
Methods:
We analyzed our own single-cell RNA sequencing dataset for coronary artery disease (GSE184073) and a publicly available dataset for carotid artery disease (GSE253903). Myeloid cells were extracted from these datasets and comparative analyses were performed using metabolic profiling and an RNA velocity analysis.
Results:
By integrating multiple velocity-inference approaches, including the original and dynamic RNA velocity models, TFvelo using transcription factor regulatory information, and CellRank, we consistently identified a differentiation trajectory toward interleukin-1B (IL1B)+ inflammatory macrophages marked by high expression of matrix metalloproteinase 19 (MMP19). This trajectory was accompanied by the activation of the glycolytic and glycosaminoglycan degradation pathways. A similar directional flow toward IL1B+ inflammatory macrophages was also observed in symptomatic carotid artery plaques. However, unlike coronary lesions, carotid lesions activated the glycolytic pathway in SPP1+ foamy macrophages expressing MMP19.
Conclusions:
Our findings revealed a shared differentiation trajectory into IL1B+ inflammatory macrophages in carotid and coronary artery diseases, which is associated with plaque vulnerability. Notably, the distinct activation of the glycolytic pathway in a separate macrophage subset suggests that tailored therapeutic strategies may be necessary to effectively address plaque vulnerability in each vascular bed.
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