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DNA methylation analysis on purified neurons and glia dissects age and Alzheimer’s disease-specific changes in the human cortex

BACKGROUND: Epigenome-wide association studies (EWAS) based on human brain samples allow a deep and direct understanding of epigenetic dysregulation in Alzheimer’s disease (AD). However, strong variation of cell-type proportions across brain tissue samples represents a significant source of data noi...

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Autores principales: Gasparoni, Gilles, Bultmann, Sebastian, Lutsik, Pavlo, Kraus, Theo F. J., Sordon, Sabrina, Vlcek, Julia, Dietinger, Vanessa, Steinmaurer, Martina, Haider, Melanie, Mulholland, Christopher B., Arzberger, Thomas, Roeber, Sigrun, Riemenschneider, Matthias, Kretzschmar, Hans A., Giese, Armin, Leonhardt, Heinrich, Walter, Jörn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6058387/
https://www.ncbi.nlm.nih.gov/pubmed/30045751
http://dx.doi.org/10.1186/s13072-018-0211-3
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author Gasparoni, Gilles
Bultmann, Sebastian
Lutsik, Pavlo
Kraus, Theo F. J.
Sordon, Sabrina
Vlcek, Julia
Dietinger, Vanessa
Steinmaurer, Martina
Haider, Melanie
Mulholland, Christopher B.
Arzberger, Thomas
Roeber, Sigrun
Riemenschneider, Matthias
Kretzschmar, Hans A.
Giese, Armin
Leonhardt, Heinrich
Walter, Jörn
author_facet Gasparoni, Gilles
Bultmann, Sebastian
Lutsik, Pavlo
Kraus, Theo F. J.
Sordon, Sabrina
Vlcek, Julia
Dietinger, Vanessa
Steinmaurer, Martina
Haider, Melanie
Mulholland, Christopher B.
Arzberger, Thomas
Roeber, Sigrun
Riemenschneider, Matthias
Kretzschmar, Hans A.
Giese, Armin
Leonhardt, Heinrich
Walter, Jörn
author_sort Gasparoni, Gilles
collection PubMed
description BACKGROUND: Epigenome-wide association studies (EWAS) based on human brain samples allow a deep and direct understanding of epigenetic dysregulation in Alzheimer’s disease (AD). However, strong variation of cell-type proportions across brain tissue samples represents a significant source of data noise. Here, we report the first EWAS based on sorted neuronal and non-neuronal (mostly glia) nuclei from postmortem human brain tissues. RESULTS: We show that cell sorting strongly enhances the robust detection of disease-related DNA methylation changes even in a relatively small cohort. We identify numerous genes with cell-type-specific methylation signatures and document differential methylation dynamics associated with aging specifically in neurons such as CLU, SYNJ2 and NCOR2 or in glia RAI1,CXXC5 and INPP5A. Further, we found neuron or glia-specific associations with AD Braak stage progression at genes such as MCF2L, ANK1, MAP2, LRRC8B, STK32C and S100B. A comparison of our study with previous tissue-based EWAS validates multiple AD-associated DNA methylation signals and additionally specifies their origin to neuron, e.g., HOXA3 or glia (ANK1). In a meta-analysis, we reveal two novel previously unrecognized methylation changes at the key AD risk genes APP and ADAM17. CONCLUSIONS: Our data highlight the complex interplay between disease, age and cell-type-specific methylation changes in AD risk genes thus offering new perspectives for the validation and interpretation of large EWAS results. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13072-018-0211-3) contains supplementary material, which is available to authorized users.
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spelling pubmed-60583872018-07-30 DNA methylation analysis on purified neurons and glia dissects age and Alzheimer’s disease-specific changes in the human cortex Gasparoni, Gilles Bultmann, Sebastian Lutsik, Pavlo Kraus, Theo F. J. Sordon, Sabrina Vlcek, Julia Dietinger, Vanessa Steinmaurer, Martina Haider, Melanie Mulholland, Christopher B. Arzberger, Thomas Roeber, Sigrun Riemenschneider, Matthias Kretzschmar, Hans A. Giese, Armin Leonhardt, Heinrich Walter, Jörn Epigenetics Chromatin Research BACKGROUND: Epigenome-wide association studies (EWAS) based on human brain samples allow a deep and direct understanding of epigenetic dysregulation in Alzheimer’s disease (AD). However, strong variation of cell-type proportions across brain tissue samples represents a significant source of data noise. Here, we report the first EWAS based on sorted neuronal and non-neuronal (mostly glia) nuclei from postmortem human brain tissues. RESULTS: We show that cell sorting strongly enhances the robust detection of disease-related DNA methylation changes even in a relatively small cohort. We identify numerous genes with cell-type-specific methylation signatures and document differential methylation dynamics associated with aging specifically in neurons such as CLU, SYNJ2 and NCOR2 or in glia RAI1,CXXC5 and INPP5A. Further, we found neuron or glia-specific associations with AD Braak stage progression at genes such as MCF2L, ANK1, MAP2, LRRC8B, STK32C and S100B. A comparison of our study with previous tissue-based EWAS validates multiple AD-associated DNA methylation signals and additionally specifies their origin to neuron, e.g., HOXA3 or glia (ANK1). In a meta-analysis, we reveal two novel previously unrecognized methylation changes at the key AD risk genes APP and ADAM17. CONCLUSIONS: Our data highlight the complex interplay between disease, age and cell-type-specific methylation changes in AD risk genes thus offering new perspectives for the validation and interpretation of large EWAS results. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13072-018-0211-3) contains supplementary material, which is available to authorized users. BioMed Central 2018-07-25 /pmc/articles/PMC6058387/ /pubmed/30045751 http://dx.doi.org/10.1186/s13072-018-0211-3 Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Gasparoni, Gilles
Bultmann, Sebastian
Lutsik, Pavlo
Kraus, Theo F. J.
Sordon, Sabrina
Vlcek, Julia
Dietinger, Vanessa
Steinmaurer, Martina
Haider, Melanie
Mulholland, Christopher B.
Arzberger, Thomas
Roeber, Sigrun
Riemenschneider, Matthias
Kretzschmar, Hans A.
Giese, Armin
Leonhardt, Heinrich
Walter, Jörn
DNA methylation analysis on purified neurons and glia dissects age and Alzheimer’s disease-specific changes in the human cortex
title DNA methylation analysis on purified neurons and glia dissects age and Alzheimer’s disease-specific changes in the human cortex
title_full DNA methylation analysis on purified neurons and glia dissects age and Alzheimer’s disease-specific changes in the human cortex
title_fullStr DNA methylation analysis on purified neurons and glia dissects age and Alzheimer’s disease-specific changes in the human cortex
title_full_unstemmed DNA methylation analysis on purified neurons and glia dissects age and Alzheimer’s disease-specific changes in the human cortex
title_short DNA methylation analysis on purified neurons and glia dissects age and Alzheimer’s disease-specific changes in the human cortex
title_sort dna methylation analysis on purified neurons and glia dissects age and alzheimer’s disease-specific changes in the human cortex
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6058387/
https://www.ncbi.nlm.nih.gov/pubmed/30045751
http://dx.doi.org/10.1186/s13072-018-0211-3
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