1. Epigenome-Wide Association Study of Incident Type 2 Diabetes in a British Population: EPIC-Norfolk Study
- Author
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Michael M. Mendelson, Nita G. Forouhi, Nicola D. Kerrison, Marie-France Hivert, Kay-Tee Khaw, Allan Vaag, Jaspal S. Kooner, Alexander Perfilyev, Felix R. Day, James B. Meigs, Jussi Pihlajamäki, John R. B. Perry, Ken K. Ong, Alexia Cardona, Daniel Levy, Isobel D. Stewart, Marie Loh, Nicholas J. Wareham, Chunyu Liu, Charlotte Ling, Luca A. Lotta, Audrey Y. Chu, Claudia Langenberg, R. David Leslie, Josée Dupuis, Stephan Beck, Dirk S. Paul, Robert A. Scott, Benjamin Lehne, John C. Chambers, Cardona, Alexia [0000-0002-7877-5565], Lotta, Luca A [0000-0002-2619-5956], Khaw, Kay-Tee [0000-0002-8802-2903], Forouhi, Nita G [0000-0002-5041-248X], Leslie, R David [0000-0002-1786-1531], Ling, Charlotte [0000-0003-0587-7154], Hivert, Marie-France [0000-0001-7752-2585], and Apollo - University of Cambridge Repository
- Subjects
0301 basic medicine ,Adult ,Blood Glucose ,Epigenomics ,Male ,endocrine system diseases ,Endocrinology, Diabetes and Metabolism ,Population ,030209 endocrinology & metabolism ,Quantitative trait locus ,Biology ,03 medical and health sciences ,Epigenome ,0302 clinical medicine ,Internal Medicine ,Humans ,Epigenetics ,education ,Genetic Association Studies ,Genetic association ,Aged ,Genetics ,education.field_of_study ,Incidence ,nutritional and metabolic diseases ,Genetics/Genomes/Proteomics/Metabolomics ,DNA Methylation ,Middle Aged ,European Prospective Investigation into Cancer and Nutrition ,030104 developmental biology ,Diabetes Mellitus, Type 2 ,England ,DNA methylation ,Female - Abstract
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.
- Published
- 2019
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