DNA methylation of blood cells is associated with prevalent type 2 diabetes in a meta-analysis of four European cohorts.


Journal

Clinical epigenetics
ISSN: 1868-7083
Titre abrégé: Clin Epigenetics
Pays: Germany
ID NLM: 101516977

Informations de publication

Date de publication:
23 02 2021
Historique:
received: 01 10 2020
accepted: 11 02 2021
entrez: 24 2 2021
pubmed: 25 2 2021
medline: 15 12 2021
Statut: epublish

Résumé

Type 2 diabetes (T2D) is a heterogeneous disease with well-known genetic and environmental risk factors contributing to its prevalence. Epigenetic mechanisms related to changes in DNA methylation (DNAm), may also contribute to T2D risk, but larger studies are required to discover novel markers, and to confirm existing ones. We performed a large meta-analysis of individual epigenome-wide association studies (EWAS) of prevalent T2D conducted in four European studies using peripheral blood DNAm. Analysis of differentially methylated regions (DMR) was also undertaken, based on the meta-analysis results. We found three novel CpGs associated with prevalent T2D in Europeans at cg00144180 (HDAC4), cg16765088 (near SYNM) and cg24704287 (near MIR23A) and confirmed three CpGs previously identified (mapping to TXNIP, ABCG1 and CPT1A). We also identified 77 T2D associated DMRs, most of them hypomethylated in T2D cases versus controls. In adjusted regressions among diabetic-free participants in ALSPAC, we found that all six CpGs identified in the meta-EWAS were associated with white cell-types. We estimated that these six CpGs captured 11% of the variation in T2D, which was similar to the variation explained by the model including only the common risk factors of BMI, sex, age and smoking (R This study identifies novel loci associated with T2D in Europeans. We also demonstrate associations of the same loci with other traits. Future studies should investigate if our findings are generalizable in non-European populations, and potential roles of these epigenetic markers in T2D etiology or in determining long term consequences of T2D.

Sections du résumé

BACKGROUND
Type 2 diabetes (T2D) is a heterogeneous disease with well-known genetic and environmental risk factors contributing to its prevalence. Epigenetic mechanisms related to changes in DNA methylation (DNAm), may also contribute to T2D risk, but larger studies are required to discover novel markers, and to confirm existing ones.
RESULTS
We performed a large meta-analysis of individual epigenome-wide association studies (EWAS) of prevalent T2D conducted in four European studies using peripheral blood DNAm. Analysis of differentially methylated regions (DMR) was also undertaken, based on the meta-analysis results. We found three novel CpGs associated with prevalent T2D in Europeans at cg00144180 (HDAC4), cg16765088 (near SYNM) and cg24704287 (near MIR23A) and confirmed three CpGs previously identified (mapping to TXNIP, ABCG1 and CPT1A). We also identified 77 T2D associated DMRs, most of them hypomethylated in T2D cases versus controls. In adjusted regressions among diabetic-free participants in ALSPAC, we found that all six CpGs identified in the meta-EWAS were associated with white cell-types. We estimated that these six CpGs captured 11% of the variation in T2D, which was similar to the variation explained by the model including only the common risk factors of BMI, sex, age and smoking (R
CONCLUSIONS
This study identifies novel loci associated with T2D in Europeans. We also demonstrate associations of the same loci with other traits. Future studies should investigate if our findings are generalizable in non-European populations, and potential roles of these epigenetic markers in T2D etiology or in determining long term consequences of T2D.

Identifiants

pubmed: 33622391
doi: 10.1186/s13148-021-01027-3
pii: 10.1186/s13148-021-01027-3
pmc: PMC7903628
doi:

Substances chimiques

ABCG1 protein, human 0
ATP Binding Cassette Transporter, Subfamily G, Member 1 0
Carrier Proteins 0
MIRN23a microRNA, human 0
MicroRNAs 0
Repressor Proteins 0
TXNIP protein, human 0
CPT1A protein, human EC 2.3.1.21
Carnitine O-Palmitoyltransferase EC 2.3.1.21
HDAC4 protein, human EC 3.5.1.98
Histone Deacetylases EC 3.5.1.98

Types de publication

Journal Article Meta-Analysis Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

40

Subventions

Organisme : Wellcome Trust
ID : 217065/Z/19/Z
Pays : United Kingdom
Organisme : Biotechnology and Biological Sciences Research Council
ID : BB/I025263/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : G0700704
Pays : United Kingdom
Organisme : Wellcome Trust
ID : WT092830/Z/10/Z
Pays : United Kingdom
Organisme : British Heart Foundation
ID : SP/07/008/24066
Pays : United Kingdom
Organisme : British Heart Foundation
ID : SP/07/008/24066
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/S036520/1
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 092731
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/K026992/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_UU_12013/1/2/8
Pays : United Kingdom
Organisme : Biotechnology and Biological Sciences Research Council
ID : BBI025751/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/S009310/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_UU_00011/5
Pays : United Kingdom

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Auteurs

Diana L Juvinao-Quintero (DL)

MRC Integrative Epidemiology, Bristol Medical School, Bristol, BS8 2BN, UK. diana.juvinao-quintero@bristol.ac.uk.
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, BS8 2BN, UK. diana.juvinao-quintero@bristol.ac.uk.
Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care, Boston, MA, 02215, USA. diana.juvinao-quintero@bristol.ac.uk.
MRC Integrative Epidemiology Unit, Population Health Sciences, Bristol Medical School, University of Bristol, Oakfield House, Oakfield Grove, Bristol, BS8 2BN, UK. diana.juvinao-quintero@bristol.ac.uk.

Riccardo E Marioni (RE)

Centre for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, EH4 2XU, UK.

Carolina Ochoa-Rosales (C)

Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, 3000 CA, The Netherlands.
Centro de Vida Saludable de La Universidad de Concepción, Victoria 580, Concepción, Chile.

Tom C Russ (TC)

Alzheimer Scotland Dementia Research Centre, University of Edinburgh, 7 George Square, Edinburgh, EH8 9JZ, UK.
Edinburgh Dementia Prevention Research Group, University of Edinburgh, Edinburgh, EH16 4UX, UK.
Lothian Birth Cohorts, University of Edinburgh, Edinburgh, EH8 9JZ, UK.

Ian J Deary (IJ)

Lothian Birth Cohorts, University of Edinburgh, Edinburgh, EH8 9JZ, UK.
Department of Psychology, University of Edinburgh, Edinburgh, EH8 9JZ, UK.

Joyce B J van Meurs (JBJ)

Department of Internal Medicine, Erasmus MC University Medical Center, Rotterdam, 3000 CA, The Netherlands.

Trudy Voortman (T)

Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, 3000 CA, The Netherlands.

Marie-France Hivert (MF)

Division of Chronic Disease Research Across the Lifecourse, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care, Boston, MA, 02215, USA.

Gemma C Sharp (GC)

MRC Integrative Epidemiology, Bristol Medical School, Bristol, BS8 2BN, UK.
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, BS8 2BN, UK.

Caroline L Relton (CL)

MRC Integrative Epidemiology, Bristol Medical School, Bristol, BS8 2BN, UK.
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, BS8 2BN, UK.
Bristol NIHR Biomedical Research Centre, Oakfield House, Oakfield Grove, Bristol, BS8 2BN, UK.

Hannah R Elliott (HR)

MRC Integrative Epidemiology, Bristol Medical School, Bristol, BS8 2BN, UK.
Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, BS8 2BN, UK.

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Classifications MeSH