ArticleCirculation research2024
A Novel Macrophage Subpopulation Conveys Increased Genetic Risk of Coronary Artery Disease.
Article in Circulation research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
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- Oxidized LDL Induces Pro-Inflammatory Transcriptomic and Epigenomic Responses in Human CD4FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026Article
- Decoding Vascular Cell Diversity: Single-Cell Approaches to Mechanisms of Vascular Disease.Circulation research · 2026Review
- Spatial mapping of Ethiopian cutaneous leishmaniasis lesions reveals distinct tissue level immune programs.Frontiers in immunology · 2026Article
- A single-cell and spatial atlas of plaque macrophage states in human atherosclerosis.Frontiers in immunology · 2026Review
- Causal Implication of CD52-Driven Immune Dysregulation in Sarcopenic Obesity: Integrating Mendelian Randomization and Multiomics Profiling.Clinical interventions in aging · 2026Article
- Macrophages: sentinels, warriors, and healers.Human molecular genetics · 2025Review
- Genetic influences on macrophage function and lipid uptake in atherosclerosis.Current opinion in lipidology · 2025Review
- Metabolome-wide association identifies ferredoxin-1 (FDX1) as a determinant of cholesterol metabolism and cardiovascular risk in Asian populations.Nature cardiovascular research · 2025Article
- Functional genomics identifies a protective role for FDX1 in atherosclerosis.Nature cardiovascular research · 2025Article
- Identification of Potential Diagnostic Biomarkers of Carotid Atherosclerosis in Obese Populations.Journal of inflammation research · 2025Article
- Deciphering the Role of Copper Homeostasis in Atherosclerosis: From Molecular Mechanisms to Therapeutic Targets.International journal of molecular sciences · 2024Review
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Authors and funding
10 authors.
Funding
Abstract
backgroundCoronary artery disease (CAD), the leading cause of death worldwide, is influenced by both environmental and genetic factors. Although over 250 genetic risk loci have been identified through genome-wide association studies, the specific causal variants and their regulatory mechanisms are still largely unknown, particularly in disease-relevant cell types such as macrophages.
methodsWe utilized single-cell RNA-seq and single-cell multiomics approaches in primary human monocyte-derived macrophages to explore the transcriptional regulatory network involved in a critical pathogenic event of coronary atherosclerosis-the formation of lipid-laden foam cells. The relative genetic contribution to CAD was assessed by partitioning disease heritability across different macrophage subpopulations. Meta-analysis of single-cell RNA-seq data sets from 38 human atherosclerotic samples was conducted to provide high-resolution cross-referencing to macrophage subpopulations in vivo.
resultsWe identified 18 782 cis-regulatory elements by jointly profiling the gene expression and chromatin accessibility of >5000 macrophages. Integration with CAD genome-wide association study data prioritized 121 CAD-related genetic variants and 56 candidate causal genes. We showed that CAD heritability was not uniformly distributed and was particularly enriched in the gene programs of a novel CD52-hi lipid-handling macrophage subpopulation. These CD52-hi macrophages displayed significantly less lipoprotein accumulation and were also found in human atherosclerotic plaques. We investigated the cis-regulatory effect of a risk variant rs10488763 on
conclusionsOur results provide genetic evidence of the divergent roles of macrophage subsets in atherogenesis and highlight lipid-handling macrophages as a key subpopulation through which genetic variants operate to influence disease. These findings provide an unbiased framework for functional fine-mapping of genome-wide association study results using single-cell multiomics and offer new insights into the genotype-environment interactions underlying atherosclerotic disease.
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