Cargando…

Epigenome-Wide Association Study of Incident Type 2 Diabetes in a British Population: EPIC-Norfolk Study

Epigenetic changes may contribute substantially to risks of diseases of aging. Previous studies reported seven methylation variable positions (MVPs) robustly associated with incident type 2 diabetes mellitus (T2DM). However, their causal roles in T2DM are unclear. In an incident T2DM case-cohort stu...

Descripción completa

Detalles Bibliográficos
Autores principales: Cardona, Alexia, Day, Felix R., Perry, John R.B., Loh, Marie, Chu, Audrey Y., Lehne, Benjamin, Paul, Dirk S., Lotta, Luca A., Stewart, Isobel D., Kerrison, Nicola D., Scott, Robert A., Khaw, Kay-Tee, Forouhi, Nita G., Langenberg, Claudia, Liu, Chunyu, Mendelson, Michael M., Levy, Daniel, Beck, Stephan, Leslie, R. David, Dupuis, Josée, Meigs, James B., Kooner, Jaspal S., Pihlajamäki, Jussi, Vaag, Allan, Perfilyev, Alexander, Ling, Charlotte, Hivert, Marie-France, Chambers, John C., Wareham, Nicholas J., Ong, Ken K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Diabetes Association 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6868468/
https://www.ncbi.nlm.nih.gov/pubmed/31506343
http://dx.doi.org/10.2337/db18-0290
_version_ 1783472276879966208
author Cardona, Alexia
Day, Felix R.
Perry, John R.B.
Loh, Marie
Chu, Audrey Y.
Lehne, Benjamin
Paul, Dirk S.
Lotta, Luca A.
Stewart, Isobel D.
Kerrison, Nicola D.
Scott, Robert A.
Khaw, Kay-Tee
Forouhi, Nita G.
Langenberg, Claudia
Liu, Chunyu
Mendelson, Michael M.
Levy, Daniel
Beck, Stephan
Leslie, R. David
Dupuis, Josée
Meigs, James B.
Kooner, Jaspal S.
Pihlajamäki, Jussi
Vaag, Allan
Perfilyev, Alexander
Ling, Charlotte
Hivert, Marie-France
Chambers, John C.
Wareham, Nicholas J.
Ong, Ken K.
author_facet Cardona, Alexia
Day, Felix R.
Perry, John R.B.
Loh, Marie
Chu, Audrey Y.
Lehne, Benjamin
Paul, Dirk S.
Lotta, Luca A.
Stewart, Isobel D.
Kerrison, Nicola D.
Scott, Robert A.
Khaw, Kay-Tee
Forouhi, Nita G.
Langenberg, Claudia
Liu, Chunyu
Mendelson, Michael M.
Levy, Daniel
Beck, Stephan
Leslie, R. David
Dupuis, Josée
Meigs, James B.
Kooner, Jaspal S.
Pihlajamäki, Jussi
Vaag, Allan
Perfilyev, Alexander
Ling, Charlotte
Hivert, Marie-France
Chambers, John C.
Wareham, Nicholas J.
Ong, Ken K.
author_sort Cardona, Alexia
collection PubMed
description Epigenetic changes may contribute substantially to risks of diseases of aging. Previous studies reported seven methylation variable positions (MVPs) robustly associated with incident type 2 diabetes mellitus (T2DM). However, their causal roles in T2DM are unclear. In an incident T2DM case-cohort study nested within the population-based European Prospective Investigation into Cancer and Nutrition (EPIC)-Norfolk cohort, we used whole blood DNA collected at baseline, up to 11 years before T2DM onset, to investigate the role of methylation in the etiology of T2DM. We identified 15 novel MVPs with robust associations with incident T2DM and robustly confirmed three MVPs identified previously (near to TXNIP, ABCG1, and SREBF1). All 18 MVPs showed directionally consistent associations with incident and prevalent T2DM in independent studies. Further conditional analyses suggested that the identified epigenetic signals appear related to T2DM via glucose and obesity-related pathways acting before the collection of baseline samples. We integrated genome-wide genetic data to identify methylation-associated quantitative trait loci robustly associated with 16 of the 18 MVPs and found one MVP, cg00574958 at CPT1A, with a possible direct causal role in T2DM. None of the implicated genes were previously highlighted by genetic association studies, suggesting that DNA methylation studies may reveal novel biological mechanisms involved in tissue responses to glycemia.
format Online
Article
Text
id pubmed-6868468
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher American Diabetes Association
record_format MEDLINE/PubMed
spelling pubmed-68684682020-12-01 Epigenome-Wide Association Study of Incident Type 2 Diabetes in a British Population: EPIC-Norfolk Study Cardona, Alexia Day, Felix R. Perry, John R.B. Loh, Marie Chu, Audrey Y. Lehne, Benjamin Paul, Dirk S. Lotta, Luca A. Stewart, Isobel D. Kerrison, Nicola D. Scott, Robert A. Khaw, Kay-Tee Forouhi, Nita G. Langenberg, Claudia Liu, Chunyu Mendelson, Michael M. Levy, Daniel Beck, Stephan Leslie, R. David Dupuis, Josée Meigs, James B. Kooner, Jaspal S. Pihlajamäki, Jussi Vaag, Allan Perfilyev, Alexander Ling, Charlotte Hivert, Marie-France Chambers, John C. Wareham, Nicholas J. Ong, Ken K. Diabetes Genetics/Genomes/Proteomics/Metabolomics Epigenetic changes may contribute substantially to risks of diseases of aging. Previous studies reported seven methylation variable positions (MVPs) robustly associated with incident type 2 diabetes mellitus (T2DM). However, their causal roles in T2DM are unclear. In an incident T2DM case-cohort study nested within the population-based European Prospective Investigation into Cancer and Nutrition (EPIC)-Norfolk cohort, we used whole blood DNA collected at baseline, up to 11 years before T2DM onset, to investigate the role of methylation in the etiology of T2DM. We identified 15 novel MVPs with robust associations with incident T2DM and robustly confirmed three MVPs identified previously (near to TXNIP, ABCG1, and SREBF1). All 18 MVPs showed directionally consistent associations with incident and prevalent T2DM in independent studies. Further conditional analyses suggested that the identified epigenetic signals appear related to T2DM via glucose and obesity-related pathways acting before the collection of baseline samples. We integrated genome-wide genetic data to identify methylation-associated quantitative trait loci robustly associated with 16 of the 18 MVPs and found one MVP, cg00574958 at CPT1A, with a possible direct causal role in T2DM. None of the implicated genes were previously highlighted by genetic association studies, suggesting that DNA methylation studies may reveal novel biological mechanisms involved in tissue responses to glycemia. American Diabetes Association 2019-12 2019-09-10 /pmc/articles/PMC6868468/ /pubmed/31506343 http://dx.doi.org/10.2337/db18-0290 Text en © 2019 by the American Diabetes Association. http://www.diabetesjournals.org/content/licenseReaders may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. More information is available at http://www.diabetesjournals.org/content/license.
spellingShingle Genetics/Genomes/Proteomics/Metabolomics
Cardona, Alexia
Day, Felix R.
Perry, John R.B.
Loh, Marie
Chu, Audrey Y.
Lehne, Benjamin
Paul, Dirk S.
Lotta, Luca A.
Stewart, Isobel D.
Kerrison, Nicola D.
Scott, Robert A.
Khaw, Kay-Tee
Forouhi, Nita G.
Langenberg, Claudia
Liu, Chunyu
Mendelson, Michael M.
Levy, Daniel
Beck, Stephan
Leslie, R. David
Dupuis, Josée
Meigs, James B.
Kooner, Jaspal S.
Pihlajamäki, Jussi
Vaag, Allan
Perfilyev, Alexander
Ling, Charlotte
Hivert, Marie-France
Chambers, John C.
Wareham, Nicholas J.
Ong, Ken K.
Epigenome-Wide Association Study of Incident Type 2 Diabetes in a British Population: EPIC-Norfolk Study
title Epigenome-Wide Association Study of Incident Type 2 Diabetes in a British Population: EPIC-Norfolk Study
title_full Epigenome-Wide Association Study of Incident Type 2 Diabetes in a British Population: EPIC-Norfolk Study
title_fullStr Epigenome-Wide Association Study of Incident Type 2 Diabetes in a British Population: EPIC-Norfolk Study
title_full_unstemmed Epigenome-Wide Association Study of Incident Type 2 Diabetes in a British Population: EPIC-Norfolk Study
title_short Epigenome-Wide Association Study of Incident Type 2 Diabetes in a British Population: EPIC-Norfolk Study
title_sort epigenome-wide association study of incident type 2 diabetes in a british population: epic-norfolk study
topic Genetics/Genomes/Proteomics/Metabolomics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6868468/
https://www.ncbi.nlm.nih.gov/pubmed/31506343
http://dx.doi.org/10.2337/db18-0290
work_keys_str_mv AT cardonaalexia epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT dayfelixr epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT perryjohnrb epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT lohmarie epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT chuaudreyy epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT lehnebenjamin epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT pauldirks epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT lottalucaa epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT stewartisobeld epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT kerrisonnicolad epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT scottroberta epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT khawkaytee epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT forouhinitag epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT langenbergclaudia epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT liuchunyu epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT mendelsonmichaelm epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT levydaniel epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT beckstephan epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT leslierdavid epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT dupuisjosee epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT meigsjamesb epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT koonerjaspals epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT pihlajamakijussi epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT vaagallan epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT perfilyevalexander epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT lingcharlotte epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT hivertmariefrance epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT chambersjohnc epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT warehamnicholasj epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy
AT ongkenk epigenomewideassociationstudyofincidenttype2diabetesinabritishpopulationepicnorfolkstudy