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Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in Rheumatoid Arthritis

Epigenetic mechanisms integrate genetic and environmental causes of disease. Comprehensive genome-wide analyses of epigenetic modifications have not demonstrated robust association with common diseases. Using Illumina HumanMethylation450 arrays on 354 ACPA positive rheumatoid arthritis (RA) cases an...

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Autores principales: Liu, Yun, Aryee, Martin J., Padyukov, Leonid, Fallin, M. Daniele, Hesselberg, Espen, Runarsson, Arni, Reinius, Lovisa, Acevedo, Nathalie, Taub, Margaret, Ronninger, Marcus, Shchetynsky, Klementy, Scheynius, Annika, Kere, Juha, Alfredsson, Lars, Klareskog, Lars, Ekström, Tomas J., Feinberg, Andrew P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3598632/
https://www.ncbi.nlm.nih.gov/pubmed/23334450
http://dx.doi.org/10.1038/nbt.2487
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author Liu, Yun
Aryee, Martin J.
Padyukov, Leonid
Fallin, M. Daniele
Hesselberg, Espen
Runarsson, Arni
Reinius, Lovisa
Acevedo, Nathalie
Taub, Margaret
Ronninger, Marcus
Shchetynsky, Klementy
Scheynius, Annika
Kere, Juha
Alfredsson, Lars
Klareskog, Lars
Ekström, Tomas J.
Feinberg, Andrew P.
author_facet Liu, Yun
Aryee, Martin J.
Padyukov, Leonid
Fallin, M. Daniele
Hesselberg, Espen
Runarsson, Arni
Reinius, Lovisa
Acevedo, Nathalie
Taub, Margaret
Ronninger, Marcus
Shchetynsky, Klementy
Scheynius, Annika
Kere, Juha
Alfredsson, Lars
Klareskog, Lars
Ekström, Tomas J.
Feinberg, Andrew P.
author_sort Liu, Yun
collection PubMed
description Epigenetic mechanisms integrate genetic and environmental causes of disease. Comprehensive genome-wide analyses of epigenetic modifications have not demonstrated robust association with common diseases. Using Illumina HumanMethylation450 arrays on 354 ACPA positive rheumatoid arthritis (RA) cases and 337 controls, we identified two clusters within the MHC region whose differential methylation potentially mediates genetic risk for RA. To reduce confounding hampering previous epigenome-wide studies, we corrected for cellular heterogeneity by estimating and adjusting for cell-type proportions and used mediation analysis to filter out associations likely consequential to disease. Four CpGs also showed association between genotype and variance of methylation in addition to mean. The associations for both clusters replicated at least one CpG (p<0.01), with the rest showing suggestive association, in monocytes in an independent 12 cases and 12 controls. Thus, DNA methylation is a potential mediator of genetic risk.
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spelling pubmed-35986322013-08-01 Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in Rheumatoid Arthritis Liu, Yun Aryee, Martin J. Padyukov, Leonid Fallin, M. Daniele Hesselberg, Espen Runarsson, Arni Reinius, Lovisa Acevedo, Nathalie Taub, Margaret Ronninger, Marcus Shchetynsky, Klementy Scheynius, Annika Kere, Juha Alfredsson, Lars Klareskog, Lars Ekström, Tomas J. Feinberg, Andrew P. Nat Biotechnol Article Epigenetic mechanisms integrate genetic and environmental causes of disease. Comprehensive genome-wide analyses of epigenetic modifications have not demonstrated robust association with common diseases. Using Illumina HumanMethylation450 arrays on 354 ACPA positive rheumatoid arthritis (RA) cases and 337 controls, we identified two clusters within the MHC region whose differential methylation potentially mediates genetic risk for RA. To reduce confounding hampering previous epigenome-wide studies, we corrected for cellular heterogeneity by estimating and adjusting for cell-type proportions and used mediation analysis to filter out associations likely consequential to disease. Four CpGs also showed association between genotype and variance of methylation in addition to mean. The associations for both clusters replicated at least one CpG (p<0.01), with the rest showing suggestive association, in monocytes in an independent 12 cases and 12 controls. Thus, DNA methylation is a potential mediator of genetic risk. 2013-01-20 2013-02 /pmc/articles/PMC3598632/ /pubmed/23334450 http://dx.doi.org/10.1038/nbt.2487 Text en Users may view, print, copy, download and text and data- mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Liu, Yun
Aryee, Martin J.
Padyukov, Leonid
Fallin, M. Daniele
Hesselberg, Espen
Runarsson, Arni
Reinius, Lovisa
Acevedo, Nathalie
Taub, Margaret
Ronninger, Marcus
Shchetynsky, Klementy
Scheynius, Annika
Kere, Juha
Alfredsson, Lars
Klareskog, Lars
Ekström, Tomas J.
Feinberg, Andrew P.
Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in Rheumatoid Arthritis
title Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in Rheumatoid Arthritis
title_full Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in Rheumatoid Arthritis
title_fullStr Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in Rheumatoid Arthritis
title_full_unstemmed Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in Rheumatoid Arthritis
title_short Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in Rheumatoid Arthritis
title_sort epigenome-wide association data implicate dna methylation as an intermediary of genetic risk in rheumatoid arthritis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3598632/
https://www.ncbi.nlm.nih.gov/pubmed/23334450
http://dx.doi.org/10.1038/nbt.2487
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