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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...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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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. |
format | Online Article Text |
id | pubmed-10025452 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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