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A cortical immune network map identifies distinct microglial transcriptional programs associated with β-amyloid and Tau pathologies

Microglial dysfunction has been proposed as one of the many cellular mechanisms that can contribute to the development of Alzheimer’s disease (AD). Here, using a transcriptional network map of the human frontal cortex, we identify five modules of co-expressed genes related to microglia and assess th...

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Autores principales: Patrick, Ellis, Olah, Marta, Taga, Mariko, Klein, Hans-Ulrich, Xu, Jishu, White, Charles C., Felsky, Daniel, Agrawal, Sonal, Gaiteri, Chris, Chibnik, Lori B., Mostafavi, Sara, Schneider, Julie A., Bennett, David A., Bradshaw, Elizabeth M., De Jager, Philip L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7809035/
https://www.ncbi.nlm.nih.gov/pubmed/33446646
http://dx.doi.org/10.1038/s41398-020-01175-9
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author Patrick, Ellis
Olah, Marta
Taga, Mariko
Klein, Hans-Ulrich
Xu, Jishu
White, Charles C.
Felsky, Daniel
Agrawal, Sonal
Gaiteri, Chris
Chibnik, Lori B.
Mostafavi, Sara
Schneider, Julie A.
Bennett, David A.
Bradshaw, Elizabeth M.
De Jager, Philip L.
author_facet Patrick, Ellis
Olah, Marta
Taga, Mariko
Klein, Hans-Ulrich
Xu, Jishu
White, Charles C.
Felsky, Daniel
Agrawal, Sonal
Gaiteri, Chris
Chibnik, Lori B.
Mostafavi, Sara
Schneider, Julie A.
Bennett, David A.
Bradshaw, Elizabeth M.
De Jager, Philip L.
author_sort Patrick, Ellis
collection PubMed
description Microglial dysfunction has been proposed as one of the many cellular mechanisms that can contribute to the development of Alzheimer’s disease (AD). Here, using a transcriptional network map of the human frontal cortex, we identify five modules of co-expressed genes related to microglia and assess their role in the neuropathologic features of AD in 540 subjects from two cohort studies of brain aging. Two of these transcriptional programs—modules 113 and 114—relate to the accumulation of β-amyloid, while module 5 relates to tau pathology. We replicate these associations in brain epigenomic data and in two independent datasets. In terms of tau, we propose that module 5, a marker of activated microglia, may lead to tau accumulation and subsequent cognitive decline. We validate our model further by showing that three representative module 5 genes (ACADVL, TRABD, and VASP) encode proteins that are upregulated in activated microglia in AD.
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spelling pubmed-78090352021-01-21 A cortical immune network map identifies distinct microglial transcriptional programs associated with β-amyloid and Tau pathologies Patrick, Ellis Olah, Marta Taga, Mariko Klein, Hans-Ulrich Xu, Jishu White, Charles C. Felsky, Daniel Agrawal, Sonal Gaiteri, Chris Chibnik, Lori B. Mostafavi, Sara Schneider, Julie A. Bennett, David A. Bradshaw, Elizabeth M. De Jager, Philip L. Transl Psychiatry Article Microglial dysfunction has been proposed as one of the many cellular mechanisms that can contribute to the development of Alzheimer’s disease (AD). Here, using a transcriptional network map of the human frontal cortex, we identify five modules of co-expressed genes related to microglia and assess their role in the neuropathologic features of AD in 540 subjects from two cohort studies of brain aging. Two of these transcriptional programs—modules 113 and 114—relate to the accumulation of β-amyloid, while module 5 relates to tau pathology. We replicate these associations in brain epigenomic data and in two independent datasets. In terms of tau, we propose that module 5, a marker of activated microglia, may lead to tau accumulation and subsequent cognitive decline. We validate our model further by showing that three representative module 5 genes (ACADVL, TRABD, and VASP) encode proteins that are upregulated in activated microglia in AD. Nature Publishing Group UK 2021-01-14 /pmc/articles/PMC7809035/ /pubmed/33446646 http://dx.doi.org/10.1038/s41398-020-01175-9 Text en © The Author(s) 2021 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Patrick, Ellis
Olah, Marta
Taga, Mariko
Klein, Hans-Ulrich
Xu, Jishu
White, Charles C.
Felsky, Daniel
Agrawal, Sonal
Gaiteri, Chris
Chibnik, Lori B.
Mostafavi, Sara
Schneider, Julie A.
Bennett, David A.
Bradshaw, Elizabeth M.
De Jager, Philip L.
A cortical immune network map identifies distinct microglial transcriptional programs associated with β-amyloid and Tau pathologies
title A cortical immune network map identifies distinct microglial transcriptional programs associated with β-amyloid and Tau pathologies
title_full A cortical immune network map identifies distinct microglial transcriptional programs associated with β-amyloid and Tau pathologies
title_fullStr A cortical immune network map identifies distinct microglial transcriptional programs associated with β-amyloid and Tau pathologies
title_full_unstemmed A cortical immune network map identifies distinct microglial transcriptional programs associated with β-amyloid and Tau pathologies
title_short A cortical immune network map identifies distinct microglial transcriptional programs associated with β-amyloid and Tau pathologies
title_sort cortical immune network map identifies distinct microglial transcriptional programs associated with β-amyloid and tau pathologies
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7809035/
https://www.ncbi.nlm.nih.gov/pubmed/33446646
http://dx.doi.org/10.1038/s41398-020-01175-9
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