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Shared metabolic shifts in endothelial cells in stroke and Alzheimer’s disease revealed by integrated analysis
Since metabolic dysregulation is a hallmark of both stroke and Alzheimer’s disease (AD), mining shared metabolic patterns in these diseases will help to identify their possible pathogenic mechanisms and potential intervention targets. However, a systematic integration analysis of the metabolic netwo...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10542331/ https://www.ncbi.nlm.nih.gov/pubmed/37775708 http://dx.doi.org/10.1038/s41597-023-02512-5 |
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author | Guo, Guangyu Fan, Liyuan Yan, Yingxue Xu, Yunhao Deng, Zhifen Tian, Miaomiao Geng, Yaoqi Xia, Zongping Xu, Yuming |
author_facet | Guo, Guangyu Fan, Liyuan Yan, Yingxue Xu, Yunhao Deng, Zhifen Tian, Miaomiao Geng, Yaoqi Xia, Zongping Xu, Yuming |
author_sort | Guo, Guangyu |
collection | PubMed |
description | Since metabolic dysregulation is a hallmark of both stroke and Alzheimer’s disease (AD), mining shared metabolic patterns in these diseases will help to identify their possible pathogenic mechanisms and potential intervention targets. However, a systematic integration analysis of the metabolic networks of the these diseases is still lacking. In this study, we integrated single-cell RNA sequencing datasets of ischemic stroke (IS), hemorrhagic stroke (HS) and AD models to construct metabolic flux profiles at the single-cell level. We discovered that the three disorders cause shared metabolic shifts in endothelial cells. These altered metabolic modules were mainly enriched in the transporter-related pathways and were predicted to potentially lead to a decrease in metabolites such as pyruvate and fumarate. We further found that Lef1, Elk3 and Fosl1 may be upstream transcriptional regulators causing metabolic shifts and may be possible targets for interventions that halt the course of neurodegeneration. |
format | Online Article Text |
id | pubmed-10542331 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105423312023-10-03 Shared metabolic shifts in endothelial cells in stroke and Alzheimer’s disease revealed by integrated analysis Guo, Guangyu Fan, Liyuan Yan, Yingxue Xu, Yunhao Deng, Zhifen Tian, Miaomiao Geng, Yaoqi Xia, Zongping Xu, Yuming Sci Data Analysis Since metabolic dysregulation is a hallmark of both stroke and Alzheimer’s disease (AD), mining shared metabolic patterns in these diseases will help to identify their possible pathogenic mechanisms and potential intervention targets. However, a systematic integration analysis of the metabolic networks of the these diseases is still lacking. In this study, we integrated single-cell RNA sequencing datasets of ischemic stroke (IS), hemorrhagic stroke (HS) and AD models to construct metabolic flux profiles at the single-cell level. We discovered that the three disorders cause shared metabolic shifts in endothelial cells. These altered metabolic modules were mainly enriched in the transporter-related pathways and were predicted to potentially lead to a decrease in metabolites such as pyruvate and fumarate. We further found that Lef1, Elk3 and Fosl1 may be upstream transcriptional regulators causing metabolic shifts and may be possible targets for interventions that halt the course of neurodegeneration. Nature Publishing Group UK 2023-09-29 /pmc/articles/PMC10542331/ /pubmed/37775708 http://dx.doi.org/10.1038/s41597-023-02512-5 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Analysis Guo, Guangyu Fan, Liyuan Yan, Yingxue Xu, Yunhao Deng, Zhifen Tian, Miaomiao Geng, Yaoqi Xia, Zongping Xu, Yuming Shared metabolic shifts in endothelial cells in stroke and Alzheimer’s disease revealed by integrated analysis |
title | Shared metabolic shifts in endothelial cells in stroke and Alzheimer’s disease revealed by integrated analysis |
title_full | Shared metabolic shifts in endothelial cells in stroke and Alzheimer’s disease revealed by integrated analysis |
title_fullStr | Shared metabolic shifts in endothelial cells in stroke and Alzheimer’s disease revealed by integrated analysis |
title_full_unstemmed | Shared metabolic shifts in endothelial cells in stroke and Alzheimer’s disease revealed by integrated analysis |
title_short | Shared metabolic shifts in endothelial cells in stroke and Alzheimer’s disease revealed by integrated analysis |
title_sort | shared metabolic shifts in endothelial cells in stroke and alzheimer’s disease revealed by integrated analysis |
topic | Analysis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10542331/ https://www.ncbi.nlm.nih.gov/pubmed/37775708 http://dx.doi.org/10.1038/s41597-023-02512-5 |
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