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High-Dimensional Single-Cell Multimodal Landscape of Human Carotid Atherosclerosis
BACKGROUND: Atherosclerotic plaques are complex tissues composed of a heterogeneous mixture of cells. However, we have limited understanding of the comprehensive transcriptional and phenotypical landscape of the cells within these lesions. METHODS: To characterize the landscape of human carotid athe...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10370238/ https://www.ncbi.nlm.nih.gov/pubmed/37502836 http://dx.doi.org/10.1101/2023.07.13.23292633 |
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author | Bashore, Alexander C. Yan, Hanying Xue, Chenyi Zhu, Lucie Y. Kim, Eunyoung Mawson, Thomas Coronel, Johana Chung, Allen Ho, Sebastian Ross, Leila S. Kissner, Michael Passegué, Emmanuelle Bauer, Robert C. Maegdefessel, Lars Li, Mingyao Reilly, Muredach P. |
author_facet | Bashore, Alexander C. Yan, Hanying Xue, Chenyi Zhu, Lucie Y. Kim, Eunyoung Mawson, Thomas Coronel, Johana Chung, Allen Ho, Sebastian Ross, Leila S. Kissner, Michael Passegué, Emmanuelle Bauer, Robert C. Maegdefessel, Lars Li, Mingyao Reilly, Muredach P. |
author_sort | Bashore, Alexander C. |
collection | PubMed |
description | BACKGROUND: Atherosclerotic plaques are complex tissues composed of a heterogeneous mixture of cells. However, we have limited understanding of the comprehensive transcriptional and phenotypical landscape of the cells within these lesions. METHODS: To characterize the landscape of human carotid atherosclerosis in greater detail, we combined cellular indexing of transcriptomes and epitopes by sequencing (CITE-seq) and single-cell RNA sequencing (scRNA-seq) to classify all cell types within lesions (n=21; 13 symptomatic) to achieve a comprehensive multimodal understanding of the cellular identities of atherosclerosis and their association with clinical pathophysiology. RESULTS: We identified 25 distinct cell populations each having a unique multi-omic signature, including macrophages, T cells, NK cells, mast cells, B cells, plasma cells, neutrophils, dendritic cells, endothelial cells, fibroblasts, and smooth muscle cells (SMCs). Within the macrophage populations, we identified 2 proinflammatory subsets that were enriched in IL1B or C1Q expression, 2 distinct TREM2 positive foam cell subsets, one of which also expressed inflammatory genes, as well as subpopulations displaying a proliferative gene expression signature and one expressing SMC-specific genes and upregulation of fibrotic pathways. An in-depth characterization uncovered several subsets of SMCs and fibroblasts, including a SMC-derived foam cell. We localized this foamy SMC to the deep intima of coronary atherosclerotic lesions. Using CITE-seq data, we also developed the first flow cytometry panel, using cell surface proteins CD29, CD142, and CD90, to isolate SMC-derived cells from lesions. Last, we found that the proportion of efferocytotic macrophages, classically activated endothelial cells, contractile and modulated SMC-derived cell types were reduced, and inflammatory SMCs were enriched in plaques of clinically symptomatic vs. asymptomatic patients. CONCLUSIONS: Our multimodal atlas of cell populations within atherosclerosis provides novel insights into the diversity, phenotype, location, isolation, and clinical relevance of the unique cellular composition of human carotid atherosclerosis. This facilitates both the mapping of cardiovascular disease susceptibility loci to specific cell types as well as the identification of novel molecular and cellular therapeutic targets for treatment of the disease. |
format | Online Article Text |
id | pubmed-10370238 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-103702382023-07-27 High-Dimensional Single-Cell Multimodal Landscape of Human Carotid Atherosclerosis Bashore, Alexander C. Yan, Hanying Xue, Chenyi Zhu, Lucie Y. Kim, Eunyoung Mawson, Thomas Coronel, Johana Chung, Allen Ho, Sebastian Ross, Leila S. Kissner, Michael Passegué, Emmanuelle Bauer, Robert C. Maegdefessel, Lars Li, Mingyao Reilly, Muredach P. medRxiv Article BACKGROUND: Atherosclerotic plaques are complex tissues composed of a heterogeneous mixture of cells. However, we have limited understanding of the comprehensive transcriptional and phenotypical landscape of the cells within these lesions. METHODS: To characterize the landscape of human carotid atherosclerosis in greater detail, we combined cellular indexing of transcriptomes and epitopes by sequencing (CITE-seq) and single-cell RNA sequencing (scRNA-seq) to classify all cell types within lesions (n=21; 13 symptomatic) to achieve a comprehensive multimodal understanding of the cellular identities of atherosclerosis and their association with clinical pathophysiology. RESULTS: We identified 25 distinct cell populations each having a unique multi-omic signature, including macrophages, T cells, NK cells, mast cells, B cells, plasma cells, neutrophils, dendritic cells, endothelial cells, fibroblasts, and smooth muscle cells (SMCs). Within the macrophage populations, we identified 2 proinflammatory subsets that were enriched in IL1B or C1Q expression, 2 distinct TREM2 positive foam cell subsets, one of which also expressed inflammatory genes, as well as subpopulations displaying a proliferative gene expression signature and one expressing SMC-specific genes and upregulation of fibrotic pathways. An in-depth characterization uncovered several subsets of SMCs and fibroblasts, including a SMC-derived foam cell. We localized this foamy SMC to the deep intima of coronary atherosclerotic lesions. Using CITE-seq data, we also developed the first flow cytometry panel, using cell surface proteins CD29, CD142, and CD90, to isolate SMC-derived cells from lesions. Last, we found that the proportion of efferocytotic macrophages, classically activated endothelial cells, contractile and modulated SMC-derived cell types were reduced, and inflammatory SMCs were enriched in plaques of clinically symptomatic vs. asymptomatic patients. CONCLUSIONS: Our multimodal atlas of cell populations within atherosclerosis provides novel insights into the diversity, phenotype, location, isolation, and clinical relevance of the unique cellular composition of human carotid atherosclerosis. This facilitates both the mapping of cardiovascular disease susceptibility loci to specific cell types as well as the identification of novel molecular and cellular therapeutic targets for treatment of the disease. Cold Spring Harbor Laboratory 2023-07-16 /pmc/articles/PMC10370238/ /pubmed/37502836 http://dx.doi.org/10.1101/2023.07.13.23292633 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Bashore, Alexander C. Yan, Hanying Xue, Chenyi Zhu, Lucie Y. Kim, Eunyoung Mawson, Thomas Coronel, Johana Chung, Allen Ho, Sebastian Ross, Leila S. Kissner, Michael Passegué, Emmanuelle Bauer, Robert C. Maegdefessel, Lars Li, Mingyao Reilly, Muredach P. High-Dimensional Single-Cell Multimodal Landscape of Human Carotid Atherosclerosis |
title | High-Dimensional Single-Cell Multimodal Landscape of Human Carotid Atherosclerosis |
title_full | High-Dimensional Single-Cell Multimodal Landscape of Human Carotid Atherosclerosis |
title_fullStr | High-Dimensional Single-Cell Multimodal Landscape of Human Carotid Atherosclerosis |
title_full_unstemmed | High-Dimensional Single-Cell Multimodal Landscape of Human Carotid Atherosclerosis |
title_short | High-Dimensional Single-Cell Multimodal Landscape of Human Carotid Atherosclerosis |
title_sort | high-dimensional single-cell multimodal landscape of human carotid atherosclerosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10370238/ https://www.ncbi.nlm.nih.gov/pubmed/37502836 http://dx.doi.org/10.1101/2023.07.13.23292633 |
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