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A Microglial Signature Directing Human Aging and Neurodegeneration-Related Gene Networks

Aging is regarded as a major risk factor for neurodegenerative diseases. Thus, a better understanding of the similarities between the aging process and neurodegenerative diseases at the cellular and molecular level may reveal better understanding of this detrimental relationship. In the present stud...

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Autores principales: Mukherjee, Shradha, Klaus, Christine, Pricop-Jeckstadt, Mihaela, Miller, Jeremy A., Struebing, Felix L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6353788/
https://www.ncbi.nlm.nih.gov/pubmed/30733664
http://dx.doi.org/10.3389/fnins.2019.00002
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author Mukherjee, Shradha
Klaus, Christine
Pricop-Jeckstadt, Mihaela
Miller, Jeremy A.
Struebing, Felix L.
author_facet Mukherjee, Shradha
Klaus, Christine
Pricop-Jeckstadt, Mihaela
Miller, Jeremy A.
Struebing, Felix L.
author_sort Mukherjee, Shradha
collection PubMed
description Aging is regarded as a major risk factor for neurodegenerative diseases. Thus, a better understanding of the similarities between the aging process and neurodegenerative diseases at the cellular and molecular level may reveal better understanding of this detrimental relationship. In the present study, we mined publicly available gene expression datasets from healthy individuals and patients affected by neurodegenerative diseases (Alzheimer’s disease, Parkinson’s disease, and Huntington’s disease) across a broad age spectrum and compared those with mouse aging and mouse cell-type specific gene expression profiles. We performed weighted gene co-expression network analysis (WGCNA) and found a gene network strongly related with both aging and neurodegenerative diseases. This network was significantly enriched with a microglial signature as imputed from cell type-specific sequencing data. Since mouse models are extensively used for the study of human diseases, we further compared these human gene regulatory networks with age-specific mouse brain transcriptomes. We discovered significantly preserved networks with both human aging and human disease and identified 17 shared genes in the top-ranked immune/microglia module, among which we found five human hub genes TYROBP, FCER1G, ITGB2, MYO1F, PTPRC, and two mouse hub genes Trem2 and C1qa. Taken together, these results support the hypothesis that microglia are key players involved in human aging and neurodegenerative diseases, and suggest that mouse models should be appropriate for studying these microglial changes in human.
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spelling pubmed-63537882019-02-07 A Microglial Signature Directing Human Aging and Neurodegeneration-Related Gene Networks Mukherjee, Shradha Klaus, Christine Pricop-Jeckstadt, Mihaela Miller, Jeremy A. Struebing, Felix L. Front Neurosci Neuroscience Aging is regarded as a major risk factor for neurodegenerative diseases. Thus, a better understanding of the similarities between the aging process and neurodegenerative diseases at the cellular and molecular level may reveal better understanding of this detrimental relationship. In the present study, we mined publicly available gene expression datasets from healthy individuals and patients affected by neurodegenerative diseases (Alzheimer’s disease, Parkinson’s disease, and Huntington’s disease) across a broad age spectrum and compared those with mouse aging and mouse cell-type specific gene expression profiles. We performed weighted gene co-expression network analysis (WGCNA) and found a gene network strongly related with both aging and neurodegenerative diseases. This network was significantly enriched with a microglial signature as imputed from cell type-specific sequencing data. Since mouse models are extensively used for the study of human diseases, we further compared these human gene regulatory networks with age-specific mouse brain transcriptomes. We discovered significantly preserved networks with both human aging and human disease and identified 17 shared genes in the top-ranked immune/microglia module, among which we found five human hub genes TYROBP, FCER1G, ITGB2, MYO1F, PTPRC, and two mouse hub genes Trem2 and C1qa. Taken together, these results support the hypothesis that microglia are key players involved in human aging and neurodegenerative diseases, and suggest that mouse models should be appropriate for studying these microglial changes in human. Frontiers Media S.A. 2019-01-24 /pmc/articles/PMC6353788/ /pubmed/30733664 http://dx.doi.org/10.3389/fnins.2019.00002 Text en Copyright © 2019 Mukherjee, Klaus, Pricop-Jeckstadt, Miller and Struebing. http://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 Neuroscience
Mukherjee, Shradha
Klaus, Christine
Pricop-Jeckstadt, Mihaela
Miller, Jeremy A.
Struebing, Felix L.
A Microglial Signature Directing Human Aging and Neurodegeneration-Related Gene Networks
title A Microglial Signature Directing Human Aging and Neurodegeneration-Related Gene Networks
title_full A Microglial Signature Directing Human Aging and Neurodegeneration-Related Gene Networks
title_fullStr A Microglial Signature Directing Human Aging and Neurodegeneration-Related Gene Networks
title_full_unstemmed A Microglial Signature Directing Human Aging and Neurodegeneration-Related Gene Networks
title_short A Microglial Signature Directing Human Aging and Neurodegeneration-Related Gene Networks
title_sort microglial signature directing human aging and neurodegeneration-related gene networks
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6353788/
https://www.ncbi.nlm.nih.gov/pubmed/30733664
http://dx.doi.org/10.3389/fnins.2019.00002
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