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author Paul, Dirk S.
Teschendorff, Andrew E.
Dang, Mary A.N.
Lowe, Robert
Hawa, Mohammed I.
Ecker, Simone
Beyan, Huriya
Cunningham, Stephanie
Fouts, Alexandra R.
Ramelius, Anita
Burden, Frances
Farrow, Samantha
Rowlston, Sophia
Rehnstrom, Karola
Frontini, Mattia
Downes, Kate
Busche, Stephan
Cheung, Warren A.
Ge, Bing
Simon, Marie-Michelle
Bujold, David
Kwan, Tony
Bourque, Guillaume
Datta, Avik
Lowy, Ernesto
Clarke, Laura
Flicek, Paul
Libertini, Emanuele
Heath, Simon
Gut, Marta
Gut, Ivo G
Ouwehand, Willem H.
Pastinen, Tomi
Soranzo, Nicole
Hofer, Sabine E.
Karges, Beate
Meissner, Thomas
Boehm, Bernhard O.
Cilio, Corrado
Elding Larsson, Helena
Lernmark, Åke
Steck, Andrea K.
Rakyan, Vardhman K.
Beck, Stephan
Leslie, R. David
author_facet Paul, Dirk S.
Teschendorff, Andrew E.
Dang, Mary A.N.
Lowe, Robert
Hawa, Mohammed I.
Ecker, Simone
Beyan, Huriya
Cunningham, Stephanie
Fouts, Alexandra R.
Ramelius, Anita
Burden, Frances
Farrow, Samantha
Rowlston, Sophia
Rehnstrom, Karola
Frontini, Mattia
Downes, Kate
Busche, Stephan
Cheung, Warren A.
Ge, Bing
Simon, Marie-Michelle
Bujold, David
Kwan, Tony
Bourque, Guillaume
Datta, Avik
Lowy, Ernesto
Clarke, Laura
Flicek, Paul
Libertini, Emanuele
Heath, Simon
Gut, Marta
Gut, Ivo G
Ouwehand, Willem H.
Pastinen, Tomi
Soranzo, Nicole
Hofer, Sabine E.
Karges, Beate
Meissner, Thomas
Boehm, Bernhard O.
Cilio, Corrado
Elding Larsson, Helena
Lernmark, Åke
Steck, Andrea K.
Rakyan, Vardhman K.
Beck, Stephan
Leslie, R. David
author_sort Paul, Dirk S.
collection PubMed
description The incidence of type 1 diabetes (T1D) has substantially increased over the past decade, suggesting a role for non-genetic factors such as epigenetic mechanisms in disease development. Here we present an epigenome-wide association study across 406,365 CpGs in 52 monozygotic twin pairs discordant for T1D in three immune effector cell types. We observe a substantial enrichment of differentially variable CpG positions (DVPs) in T1D twins when compared with their healthy co-twins and when compared with healthy, unrelated individuals. These T1D-associated DVPs are found to be temporally stable and enriched at gene regulatory elements. Integration with cell type-specific gene regulatory circuits highlight pathways involved in immune cell metabolism and the cell cycle, including mTOR signalling. Evidence from cord blood of newborns who progress to overt T1D suggests that the DVPs likely emerge after birth. Our findings, based on 772 methylomes, implicate epigenetic changes that could contribute to disease pathogenesis in T1D.
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spelling pubmed-51412862016-12-13 Increased DNA methylation variability in type 1 diabetes across three immune effector cell types Paul, Dirk S. Teschendorff, Andrew E. Dang, Mary A.N. Lowe, Robert Hawa, Mohammed I. Ecker, Simone Beyan, Huriya Cunningham, Stephanie Fouts, Alexandra R. Ramelius, Anita Burden, Frances Farrow, Samantha Rowlston, Sophia Rehnstrom, Karola Frontini, Mattia Downes, Kate Busche, Stephan Cheung, Warren A. Ge, Bing Simon, Marie-Michelle Bujold, David Kwan, Tony Bourque, Guillaume Datta, Avik Lowy, Ernesto Clarke, Laura Flicek, Paul Libertini, Emanuele Heath, Simon Gut, Marta Gut, Ivo G Ouwehand, Willem H. Pastinen, Tomi Soranzo, Nicole Hofer, Sabine E. Karges, Beate Meissner, Thomas Boehm, Bernhard O. Cilio, Corrado Elding Larsson, Helena Lernmark, Åke Steck, Andrea K. Rakyan, Vardhman K. Beck, Stephan Leslie, R. David Nat Commun Article The incidence of type 1 diabetes (T1D) has substantially increased over the past decade, suggesting a role for non-genetic factors such as epigenetic mechanisms in disease development. Here we present an epigenome-wide association study across 406,365 CpGs in 52 monozygotic twin pairs discordant for T1D in three immune effector cell types. We observe a substantial enrichment of differentially variable CpG positions (DVPs) in T1D twins when compared with their healthy co-twins and when compared with healthy, unrelated individuals. These T1D-associated DVPs are found to be temporally stable and enriched at gene regulatory elements. Integration with cell type-specific gene regulatory circuits highlight pathways involved in immune cell metabolism and the cell cycle, including mTOR signalling. Evidence from cord blood of newborns who progress to overt T1D suggests that the DVPs likely emerge after birth. Our findings, based on 772 methylomes, implicate epigenetic changes that could contribute to disease pathogenesis in T1D. Nature Publishing Group 2016-11-29 /pmc/articles/PMC5141286/ /pubmed/27898055 http://dx.doi.org/10.1038/ncomms13555 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Paul, Dirk S.
Teschendorff, Andrew E.
Dang, Mary A.N.
Lowe, Robert
Hawa, Mohammed I.
Ecker, Simone
Beyan, Huriya
Cunningham, Stephanie
Fouts, Alexandra R.
Ramelius, Anita
Burden, Frances
Farrow, Samantha
Rowlston, Sophia
Rehnstrom, Karola
Frontini, Mattia
Downes, Kate
Busche, Stephan
Cheung, Warren A.
Ge, Bing
Simon, Marie-Michelle
Bujold, David
Kwan, Tony
Bourque, Guillaume
Datta, Avik
Lowy, Ernesto
Clarke, Laura
Flicek, Paul
Libertini, Emanuele
Heath, Simon
Gut, Marta
Gut, Ivo G
Ouwehand, Willem H.
Pastinen, Tomi
Soranzo, Nicole
Hofer, Sabine E.
Karges, Beate
Meissner, Thomas
Boehm, Bernhard O.
Cilio, Corrado
Elding Larsson, Helena
Lernmark, Åke
Steck, Andrea K.
Rakyan, Vardhman K.
Beck, Stephan
Leslie, R. David
Increased DNA methylation variability in type 1 diabetes across three immune effector cell types
title Increased DNA methylation variability in type 1 diabetes across three immune effector cell types
title_full Increased DNA methylation variability in type 1 diabetes across three immune effector cell types
title_fullStr Increased DNA methylation variability in type 1 diabetes across three immune effector cell types
title_full_unstemmed Increased DNA methylation variability in type 1 diabetes across three immune effector cell types
title_short Increased DNA methylation variability in type 1 diabetes across three immune effector cell types
title_sort increased dna methylation variability in type 1 diabetes across three immune effector cell types
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5141286/
https://www.ncbi.nlm.nih.gov/pubmed/27898055
http://dx.doi.org/10.1038/ncomms13555
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