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Genome-Wide Analysis of DNA Methylation Differences in Muscle and Fat from Monozygotic Twins Discordant for Type 2 Diabetes

BACKGROUND: Monozygotic twins discordant for type 2 diabetes constitute an ideal model to study environmental contributions to type 2 diabetic traits. We aimed to examine whether global DNA methylation differences exist in major glucose metabolic tissues from these twins. METHODOLOGY/PRINCIPAL FINDI...

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Autores principales: Ribel-Madsen, Rasmus, Fraga, Mario F., Jacobsen, Stine, Bork-Jensen, Jette, Lara, Ester, Calvanese, Vincenzo, Fernandez, Agustin F., Friedrichsen, Martin, Vind, Birgitte F., Højlund, Kurt, Beck-Nielsen, Henning, Esteller, Manel, Vaag, Allan, Poulsen, Pernille
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3519577/
https://www.ncbi.nlm.nih.gov/pubmed/23251491
http://dx.doi.org/10.1371/journal.pone.0051302
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author Ribel-Madsen, Rasmus
Fraga, Mario F.
Jacobsen, Stine
Bork-Jensen, Jette
Lara, Ester
Calvanese, Vincenzo
Fernandez, Agustin F.
Friedrichsen, Martin
Vind, Birgitte F.
Højlund, Kurt
Beck-Nielsen, Henning
Esteller, Manel
Vaag, Allan
Poulsen, Pernille
author_facet Ribel-Madsen, Rasmus
Fraga, Mario F.
Jacobsen, Stine
Bork-Jensen, Jette
Lara, Ester
Calvanese, Vincenzo
Fernandez, Agustin F.
Friedrichsen, Martin
Vind, Birgitte F.
Højlund, Kurt
Beck-Nielsen, Henning
Esteller, Manel
Vaag, Allan
Poulsen, Pernille
author_sort Ribel-Madsen, Rasmus
collection PubMed
description BACKGROUND: Monozygotic twins discordant for type 2 diabetes constitute an ideal model to study environmental contributions to type 2 diabetic traits. We aimed to examine whether global DNA methylation differences exist in major glucose metabolic tissues from these twins. METHODOLOGY/PRINCIPAL FINDINGS: Skeletal muscle (n = 11 pairs) and subcutaneous adipose tissue (n = 5 pairs) biopsies were collected from 53–80 year-old monozygotic twin pairs discordant for type 2 diabetes. DNA methylation was measured by microarrays at 26,850 cytosine-guanine dinucleotide (CpG) sites in the promoters of 14,279 genes. Bisulfite sequencing was applied to validate array data and to quantify methylation of intergenic repetitive DNA sequences. The overall intra-pair variation in DNA methylation was large in repetitive (LINE1, D4Z4 and NBL2) regions compared to gene promoters (standard deviation of intra-pair differences: 10% points vs. 4% points, P<0.001). Increased variation of LINE1 sequence methylation was associated with more phenotypic dissimilarity measured as body mass index (r = 0.77, P = 0.007) and 2-hour plasma glucose (r = 0.66, P = 0.03) whereas the variation in promoter methylation did not associate with phenotypic differences. Validated methylation changes were identified in the promoters of known type 2 diabetes-related genes, including PPARGC1A in muscle (13.9±6.2% vs. 9.0±4.5%, P = 0.03) and HNF4A in adipose tissue (75.2±3.8% vs. 70.5±3.7%, P<0.001) which had increased methylation in type 2 diabetic individuals. A hypothesis-free genome-wide exploration of differential methylation without correction for multiple testing identified 789 and 1,458 CpG sites in skeletal muscle and adipose tissue, respectively. These methylation changes only reached some percentage points, and few sites passed correction for multiple testing. CONCLUSIONS/SIGNIFICANCE: Our study suggests that likely acquired DNA methylation changes in skeletal muscle or adipose tissue gene promoters are quantitatively small between type 2 diabetic and non-diabetic twins. The importance of methylation changes in candidate genes such as PPARGC1A and HNF4A should be examined further by replication in larger samples.
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spelling pubmed-35195772012-12-18 Genome-Wide Analysis of DNA Methylation Differences in Muscle and Fat from Monozygotic Twins Discordant for Type 2 Diabetes Ribel-Madsen, Rasmus Fraga, Mario F. Jacobsen, Stine Bork-Jensen, Jette Lara, Ester Calvanese, Vincenzo Fernandez, Agustin F. Friedrichsen, Martin Vind, Birgitte F. Højlund, Kurt Beck-Nielsen, Henning Esteller, Manel Vaag, Allan Poulsen, Pernille PLoS One Research Article BACKGROUND: Monozygotic twins discordant for type 2 diabetes constitute an ideal model to study environmental contributions to type 2 diabetic traits. We aimed to examine whether global DNA methylation differences exist in major glucose metabolic tissues from these twins. METHODOLOGY/PRINCIPAL FINDINGS: Skeletal muscle (n = 11 pairs) and subcutaneous adipose tissue (n = 5 pairs) biopsies were collected from 53–80 year-old monozygotic twin pairs discordant for type 2 diabetes. DNA methylation was measured by microarrays at 26,850 cytosine-guanine dinucleotide (CpG) sites in the promoters of 14,279 genes. Bisulfite sequencing was applied to validate array data and to quantify methylation of intergenic repetitive DNA sequences. The overall intra-pair variation in DNA methylation was large in repetitive (LINE1, D4Z4 and NBL2) regions compared to gene promoters (standard deviation of intra-pair differences: 10% points vs. 4% points, P<0.001). Increased variation of LINE1 sequence methylation was associated with more phenotypic dissimilarity measured as body mass index (r = 0.77, P = 0.007) and 2-hour plasma glucose (r = 0.66, P = 0.03) whereas the variation in promoter methylation did not associate with phenotypic differences. Validated methylation changes were identified in the promoters of known type 2 diabetes-related genes, including PPARGC1A in muscle (13.9±6.2% vs. 9.0±4.5%, P = 0.03) and HNF4A in adipose tissue (75.2±3.8% vs. 70.5±3.7%, P<0.001) which had increased methylation in type 2 diabetic individuals. A hypothesis-free genome-wide exploration of differential methylation without correction for multiple testing identified 789 and 1,458 CpG sites in skeletal muscle and adipose tissue, respectively. These methylation changes only reached some percentage points, and few sites passed correction for multiple testing. CONCLUSIONS/SIGNIFICANCE: Our study suggests that likely acquired DNA methylation changes in skeletal muscle or adipose tissue gene promoters are quantitatively small between type 2 diabetic and non-diabetic twins. The importance of methylation changes in candidate genes such as PPARGC1A and HNF4A should be examined further by replication in larger samples. Public Library of Science 2012-12-10 /pmc/articles/PMC3519577/ /pubmed/23251491 http://dx.doi.org/10.1371/journal.pone.0051302 Text en © 2012 Ribel-Madsen et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Ribel-Madsen, Rasmus
Fraga, Mario F.
Jacobsen, Stine
Bork-Jensen, Jette
Lara, Ester
Calvanese, Vincenzo
Fernandez, Agustin F.
Friedrichsen, Martin
Vind, Birgitte F.
Højlund, Kurt
Beck-Nielsen, Henning
Esteller, Manel
Vaag, Allan
Poulsen, Pernille
Genome-Wide Analysis of DNA Methylation Differences in Muscle and Fat from Monozygotic Twins Discordant for Type 2 Diabetes
title Genome-Wide Analysis of DNA Methylation Differences in Muscle and Fat from Monozygotic Twins Discordant for Type 2 Diabetes
title_full Genome-Wide Analysis of DNA Methylation Differences in Muscle and Fat from Monozygotic Twins Discordant for Type 2 Diabetes
title_fullStr Genome-Wide Analysis of DNA Methylation Differences in Muscle and Fat from Monozygotic Twins Discordant for Type 2 Diabetes
title_full_unstemmed Genome-Wide Analysis of DNA Methylation Differences in Muscle and Fat from Monozygotic Twins Discordant for Type 2 Diabetes
title_short Genome-Wide Analysis of DNA Methylation Differences in Muscle and Fat from Monozygotic Twins Discordant for Type 2 Diabetes
title_sort genome-wide analysis of dna methylation differences in muscle and fat from monozygotic twins discordant for type 2 diabetes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3519577/
https://www.ncbi.nlm.nih.gov/pubmed/23251491
http://dx.doi.org/10.1371/journal.pone.0051302
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