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Integrated single-cell analysis-based classification of vascular mononuclear phagocytes in mouse and human atherosclerosis
AIMS: Accumulation of mononuclear phagocytes [monocytes, macrophages, and dendritic cells (DCs)] in the vessel wall is a hallmark of atherosclerosis. Using integrated single-cell analysis of mouse and human atherosclerosis, we here aimed to refine the nomenclature of mononuclear phagocytes in athero...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10325698/ https://www.ncbi.nlm.nih.gov/pubmed/36190844 http://dx.doi.org/10.1093/cvr/cvac161 |
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author | Zernecke, Alma Erhard, Florian Weinberger, Tobias Schulz, Christian Ley, Klaus Saliba, Antoine-Emmanuel Cochain, Clément |
author_facet | Zernecke, Alma Erhard, Florian Weinberger, Tobias Schulz, Christian Ley, Klaus Saliba, Antoine-Emmanuel Cochain, Clément |
author_sort | Zernecke, Alma |
collection | PubMed |
description | AIMS: Accumulation of mononuclear phagocytes [monocytes, macrophages, and dendritic cells (DCs)] in the vessel wall is a hallmark of atherosclerosis. Using integrated single-cell analysis of mouse and human atherosclerosis, we here aimed to refine the nomenclature of mononuclear phagocytes in atherosclerotic vessels and to compare their transcriptomic profiles in mouse and human disease. METHODS AND RESULTS: We integrated 12 single-cell RNA-sequencing (scRNA-seq) datasets of immune cells isolated from healthy or atherosclerotic mouse aortas, and data from 11 patients (n = 4 coronary vessels, n = 7 carotid endarterectomy specimens) from two studies. Integration of mouse data identified subpopulations with discrete transcriptomic signatures within previously described populations of aortic resident (Lyve1), inflammatory (Il1b), as well as foamy (Trem2(hi)) macrophages. We identified unique transcriptomic features distinguishing aortic intimal resident macrophages from atherosclerosis-associated Trem2(hi) macrophages. Also, populations of Xcr1(+) Type 1 classical DCs (cDC1), Cd209a(+) cDC2, and mature DCs (Ccr7, Fscn1) with a ‘mreg-DC’ signature were detected. In humans, we uncovered macrophage and DC populations with gene expression patterns similar to those observed in mice. In particular, core transcripts of the foamy/Trem2(hi) signature (TREM2, SPP1, GPNMB, CD9) mapped to a specific population of macrophages in human lesions. Comparison of mouse and human data and direct cross-species data integration suggested transcriptionally similar macrophage and DC populations in mice and humans. CONCLUSIONS: We refined the nomenclature of mononuclear phagocytes in mouse atherosclerotic vessels, and show conserved transcriptomic features of macrophages and DCs in atherosclerosis in mice and humans, emphasizing the relevance of mouse models to study mononuclear phagocytes in atherosclerosis. |
format | Online Article Text |
id | pubmed-10325698 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-103256982023-07-07 Integrated single-cell analysis-based classification of vascular mononuclear phagocytes in mouse and human atherosclerosis Zernecke, Alma Erhard, Florian Weinberger, Tobias Schulz, Christian Ley, Klaus Saliba, Antoine-Emmanuel Cochain, Clément Cardiovasc Res Original Article AIMS: Accumulation of mononuclear phagocytes [monocytes, macrophages, and dendritic cells (DCs)] in the vessel wall is a hallmark of atherosclerosis. Using integrated single-cell analysis of mouse and human atherosclerosis, we here aimed to refine the nomenclature of mononuclear phagocytes in atherosclerotic vessels and to compare their transcriptomic profiles in mouse and human disease. METHODS AND RESULTS: We integrated 12 single-cell RNA-sequencing (scRNA-seq) datasets of immune cells isolated from healthy or atherosclerotic mouse aortas, and data from 11 patients (n = 4 coronary vessels, n = 7 carotid endarterectomy specimens) from two studies. Integration of mouse data identified subpopulations with discrete transcriptomic signatures within previously described populations of aortic resident (Lyve1), inflammatory (Il1b), as well as foamy (Trem2(hi)) macrophages. We identified unique transcriptomic features distinguishing aortic intimal resident macrophages from atherosclerosis-associated Trem2(hi) macrophages. Also, populations of Xcr1(+) Type 1 classical DCs (cDC1), Cd209a(+) cDC2, and mature DCs (Ccr7, Fscn1) with a ‘mreg-DC’ signature were detected. In humans, we uncovered macrophage and DC populations with gene expression patterns similar to those observed in mice. In particular, core transcripts of the foamy/Trem2(hi) signature (TREM2, SPP1, GPNMB, CD9) mapped to a specific population of macrophages in human lesions. Comparison of mouse and human data and direct cross-species data integration suggested transcriptionally similar macrophage and DC populations in mice and humans. CONCLUSIONS: We refined the nomenclature of mononuclear phagocytes in mouse atherosclerotic vessels, and show conserved transcriptomic features of macrophages and DCs in atherosclerosis in mice and humans, emphasizing the relevance of mouse models to study mononuclear phagocytes in atherosclerosis. Oxford University Press 2022-10-03 /pmc/articles/PMC10325698/ /pubmed/36190844 http://dx.doi.org/10.1093/cvr/cvac161 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the European Society of Cardiology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Original Article Zernecke, Alma Erhard, Florian Weinberger, Tobias Schulz, Christian Ley, Klaus Saliba, Antoine-Emmanuel Cochain, Clément Integrated single-cell analysis-based classification of vascular mononuclear phagocytes in mouse and human atherosclerosis |
title | Integrated single-cell analysis-based classification of vascular mononuclear phagocytes in mouse and human atherosclerosis |
title_full | Integrated single-cell analysis-based classification of vascular mononuclear phagocytes in mouse and human atherosclerosis |
title_fullStr | Integrated single-cell analysis-based classification of vascular mononuclear phagocytes in mouse and human atherosclerosis |
title_full_unstemmed | Integrated single-cell analysis-based classification of vascular mononuclear phagocytes in mouse and human atherosclerosis |
title_short | Integrated single-cell analysis-based classification of vascular mononuclear phagocytes in mouse and human atherosclerosis |
title_sort | integrated single-cell analysis-based classification of vascular mononuclear phagocytes in mouse and human atherosclerosis |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10325698/ https://www.ncbi.nlm.nih.gov/pubmed/36190844 http://dx.doi.org/10.1093/cvr/cvac161 |
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