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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
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 |