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Single nucleus multiomics identifies ZEB1 and MAFB as candidate regulators of Alzheimer’s disease-specific cis-regulatory elements

Cell type-specific transcriptional differences between brain tissues from donors with Alzheimer’s disease (AD) and unaffected controls have been well documented, but few studies have rigorously interrogated the regulatory mechanisms responsible for these alterations. We performed single nucleus mult...

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Autores principales: Anderson, Ashlyn G., Rogers, Brianne B., Loupe, Jacob M., Rodriguez-Nunez, Ivan, Roberts, Sydney C., White, Lauren M., Brazell, J. Nicholas, Bunney, William E., Bunney, Blynn G., Watson, Stanley J., Cochran, J. Nicholas, Myers, Richard M., Rizzardi, Lindsay F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10025452/
https://www.ncbi.nlm.nih.gov/pubmed/36950385
http://dx.doi.org/10.1016/j.xgen.2023.100263
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author Anderson, Ashlyn G.
Rogers, Brianne B.
Loupe, Jacob M.
Rodriguez-Nunez, Ivan
Roberts, Sydney C.
White, Lauren M.
Brazell, J. Nicholas
Bunney, William E.
Bunney, Blynn G.
Watson, Stanley J.
Cochran, J. Nicholas
Myers, Richard M.
Rizzardi, Lindsay F.
author_facet Anderson, Ashlyn G.
Rogers, Brianne B.
Loupe, Jacob M.
Rodriguez-Nunez, Ivan
Roberts, Sydney C.
White, Lauren M.
Brazell, J. Nicholas
Bunney, William E.
Bunney, Blynn G.
Watson, Stanley J.
Cochran, J. Nicholas
Myers, Richard M.
Rizzardi, Lindsay F.
author_sort Anderson, Ashlyn G.
collection PubMed
description Cell type-specific transcriptional differences between brain tissues from donors with Alzheimer’s disease (AD) and unaffected controls have been well documented, but few studies have rigorously interrogated the regulatory mechanisms responsible for these alterations. We performed single nucleus multiomics (snRNA-seq plus snATAC-seq) on 105,332 nuclei isolated from cortical tissues from 7 AD and 8 unaffected donors to identify candidate cis-regulatory elements (CREs) involved in AD-associated transcriptional changes. We detected 319,861 significant correlations, or links, between gene expression and cell type-specific transposase accessible regions enriched for active CREs. Among these, 40,831 were unique to AD tissues. Validation experiments confirmed the activity of many regions, including several candidate regulators of APP expression. We identified ZEB1 and MAFB as candidate transcription factors playing important roles in AD-specific gene regulation in neurons and microglia, respectively. Microglia links were globally enriched for heritability of AD risk and previously identified active regulatory regions.
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spelling pubmed-100254522023-03-21 Single nucleus multiomics identifies ZEB1 and MAFB as candidate regulators of Alzheimer’s disease-specific cis-regulatory elements Anderson, Ashlyn G. Rogers, Brianne B. Loupe, Jacob M. Rodriguez-Nunez, Ivan Roberts, Sydney C. White, Lauren M. Brazell, J. Nicholas Bunney, William E. Bunney, Blynn G. Watson, Stanley J. Cochran, J. Nicholas Myers, Richard M. Rizzardi, Lindsay F. Cell Genom Article Cell type-specific transcriptional differences between brain tissues from donors with Alzheimer’s disease (AD) and unaffected controls have been well documented, but few studies have rigorously interrogated the regulatory mechanisms responsible for these alterations. We performed single nucleus multiomics (snRNA-seq plus snATAC-seq) on 105,332 nuclei isolated from cortical tissues from 7 AD and 8 unaffected donors to identify candidate cis-regulatory elements (CREs) involved in AD-associated transcriptional changes. We detected 319,861 significant correlations, or links, between gene expression and cell type-specific transposase accessible regions enriched for active CREs. Among these, 40,831 were unique to AD tissues. Validation experiments confirmed the activity of many regions, including several candidate regulators of APP expression. We identified ZEB1 and MAFB as candidate transcription factors playing important roles in AD-specific gene regulation in neurons and microglia, respectively. Microglia links were globally enriched for heritability of AD risk and previously identified active regulatory regions. Elsevier 2023-02-02 /pmc/articles/PMC10025452/ /pubmed/36950385 http://dx.doi.org/10.1016/j.xgen.2023.100263 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Anderson, Ashlyn G.
Rogers, Brianne B.
Loupe, Jacob M.
Rodriguez-Nunez, Ivan
Roberts, Sydney C.
White, Lauren M.
Brazell, J. Nicholas
Bunney, William E.
Bunney, Blynn G.
Watson, Stanley J.
Cochran, J. Nicholas
Myers, Richard M.
Rizzardi, Lindsay F.
Single nucleus multiomics identifies ZEB1 and MAFB as candidate regulators of Alzheimer’s disease-specific cis-regulatory elements
title Single nucleus multiomics identifies ZEB1 and MAFB as candidate regulators of Alzheimer’s disease-specific cis-regulatory elements
title_full Single nucleus multiomics identifies ZEB1 and MAFB as candidate regulators of Alzheimer’s disease-specific cis-regulatory elements
title_fullStr Single nucleus multiomics identifies ZEB1 and MAFB as candidate regulators of Alzheimer’s disease-specific cis-regulatory elements
title_full_unstemmed Single nucleus multiomics identifies ZEB1 and MAFB as candidate regulators of Alzheimer’s disease-specific cis-regulatory elements
title_short Single nucleus multiomics identifies ZEB1 and MAFB as candidate regulators of Alzheimer’s disease-specific cis-regulatory elements
title_sort single nucleus multiomics identifies zeb1 and mafb as candidate regulators of alzheimer’s disease-specific cis-regulatory elements
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10025452/
https://www.ncbi.nlm.nih.gov/pubmed/36950385
http://dx.doi.org/10.1016/j.xgen.2023.100263
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