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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...

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Autores principales: Guo, Guangyu, Fan, Liyuan, Yan, Yingxue, Xu, Yunhao, Deng, Zhifen, Tian, Miaomiao, Geng, Yaoqi, Xia, Zongping, Xu, Yuming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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.
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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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