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Single-cell analyses reveal the dynamic functions of Itgb2(+) microglia subclusters at different stages of cerebral ischemia-reperfusion injury in transient middle cerebral occlusion mice model
INTRODUCTION: The underlying pathophysiological mechanisms of cerebral ischemia reperfusion injury (CIRI) is intricate, and current studies suggest that neuron, astrocyte, microglia, endothelial cell, and pericyte all have different phenotypic changes of specific cell types after ischemic stroke. An...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098327/ https://www.ncbi.nlm.nih.gov/pubmed/37063847 http://dx.doi.org/10.3389/fimmu.2023.1114663 |
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author | Zeng, Fanning Cao, Jun Hong, Zexuan Liu, Yujun Hao, Jie Qin, Zaisheng Zou, Xin Tao, Tao |
author_facet | Zeng, Fanning Cao, Jun Hong, Zexuan Liu, Yujun Hao, Jie Qin, Zaisheng Zou, Xin Tao, Tao |
author_sort | Zeng, Fanning |
collection | PubMed |
description | INTRODUCTION: The underlying pathophysiological mechanisms of cerebral ischemia reperfusion injury (CIRI) is intricate, and current studies suggest that neuron, astrocyte, microglia, endothelial cell, and pericyte all have different phenotypic changes of specific cell types after ischemic stroke. And microglia account for the largest proportion after CIRI. Previous transcriptomic studies of ischemic stroke have typically focused on the 24 hours after CIRI, obscuring the dynamics of cellular subclusters throughout the disease process. Therefore, traditional methods for identifying cell types and their subclusters may not be sufficient to fully unveil the complexity of single-cell transcriptional profile dynamics caused by an ischemic stroke. METHODS: In this study, to explore the dynamic transcriptional profile of single cells after CIRI, we used single-cell State Transition Across-samples of RNA-seq data (scSTAR), a new bioinformatics method, to analyze the single-cell transcriptional profile of day 1, 3, and 7 of transient middle cerebral artery occlusion (tMCAO) mice. Combining our bulk RNA sequences and proteomics data, we found the importance of the integrin beta 2 (Itgb2) gene in post-modeling. And microglia of Itgb2+ and Itgb2- were clustered by the scSTAR method. Finally, the functions of the subpopulations were defined by Matescape, and three different time points after tMCAO were found to exhibit specific functions. RESULTS: Our analysis revealed a dynamic transcriptional profile of single cells in microglia after tMCAO and explored the important role of Itgb2 contributed to microglia by combined transcriptomics and proteomics analysis after modeling. Our further analysis revealed that the Itgb2+ microglia subcluster was mainly involved in energy metabolism, cell cycle, angiogenesis, neuronal myelin formation, and repair at 1, 3, and 7 days after tMCAO, respectively. DISCUSSION: Our results suggested that Itgb2+ microglia act as a time-specific multifunctional immunomodulatory subcluster during CIRI, and the underlying mechanisms remain to be further investigated. |
format | Online Article Text |
id | pubmed-10098327 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100983272023-04-14 Single-cell analyses reveal the dynamic functions of Itgb2(+) microglia subclusters at different stages of cerebral ischemia-reperfusion injury in transient middle cerebral occlusion mice model Zeng, Fanning Cao, Jun Hong, Zexuan Liu, Yujun Hao, Jie Qin, Zaisheng Zou, Xin Tao, Tao Front Immunol Immunology INTRODUCTION: The underlying pathophysiological mechanisms of cerebral ischemia reperfusion injury (CIRI) is intricate, and current studies suggest that neuron, astrocyte, microglia, endothelial cell, and pericyte all have different phenotypic changes of specific cell types after ischemic stroke. And microglia account for the largest proportion after CIRI. Previous transcriptomic studies of ischemic stroke have typically focused on the 24 hours after CIRI, obscuring the dynamics of cellular subclusters throughout the disease process. Therefore, traditional methods for identifying cell types and their subclusters may not be sufficient to fully unveil the complexity of single-cell transcriptional profile dynamics caused by an ischemic stroke. METHODS: In this study, to explore the dynamic transcriptional profile of single cells after CIRI, we used single-cell State Transition Across-samples of RNA-seq data (scSTAR), a new bioinformatics method, to analyze the single-cell transcriptional profile of day 1, 3, and 7 of transient middle cerebral artery occlusion (tMCAO) mice. Combining our bulk RNA sequences and proteomics data, we found the importance of the integrin beta 2 (Itgb2) gene in post-modeling. And microglia of Itgb2+ and Itgb2- were clustered by the scSTAR method. Finally, the functions of the subpopulations were defined by Matescape, and three different time points after tMCAO were found to exhibit specific functions. RESULTS: Our analysis revealed a dynamic transcriptional profile of single cells in microglia after tMCAO and explored the important role of Itgb2 contributed to microglia by combined transcriptomics and proteomics analysis after modeling. Our further analysis revealed that the Itgb2+ microglia subcluster was mainly involved in energy metabolism, cell cycle, angiogenesis, neuronal myelin formation, and repair at 1, 3, and 7 days after tMCAO, respectively. DISCUSSION: Our results suggested that Itgb2+ microglia act as a time-specific multifunctional immunomodulatory subcluster during CIRI, and the underlying mechanisms remain to be further investigated. Frontiers Media S.A. 2023-03-30 /pmc/articles/PMC10098327/ /pubmed/37063847 http://dx.doi.org/10.3389/fimmu.2023.1114663 Text en Copyright © 2023 Zeng, Cao, Hong, Liu, Hao, Qin, Zou and Tao https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Zeng, Fanning Cao, Jun Hong, Zexuan Liu, Yujun Hao, Jie Qin, Zaisheng Zou, Xin Tao, Tao Single-cell analyses reveal the dynamic functions of Itgb2(+) microglia subclusters at different stages of cerebral ischemia-reperfusion injury in transient middle cerebral occlusion mice model |
title | Single-cell analyses reveal the dynamic functions of Itgb2(+) microglia subclusters at different stages of cerebral ischemia-reperfusion injury in transient middle cerebral occlusion mice model |
title_full | Single-cell analyses reveal the dynamic functions of Itgb2(+) microglia subclusters at different stages of cerebral ischemia-reperfusion injury in transient middle cerebral occlusion mice model |
title_fullStr | Single-cell analyses reveal the dynamic functions of Itgb2(+) microglia subclusters at different stages of cerebral ischemia-reperfusion injury in transient middle cerebral occlusion mice model |
title_full_unstemmed | Single-cell analyses reveal the dynamic functions of Itgb2(+) microglia subclusters at different stages of cerebral ischemia-reperfusion injury in transient middle cerebral occlusion mice model |
title_short | Single-cell analyses reveal the dynamic functions of Itgb2(+) microglia subclusters at different stages of cerebral ischemia-reperfusion injury in transient middle cerebral occlusion mice model |
title_sort | single-cell analyses reveal the dynamic functions of itgb2(+) microglia subclusters at different stages of cerebral ischemia-reperfusion injury in transient middle cerebral occlusion mice model |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098327/ https://www.ncbi.nlm.nih.gov/pubmed/37063847 http://dx.doi.org/10.3389/fimmu.2023.1114663 |
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