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The genetic architecture of type 2 diabetes

Abstract:
The genetic architecture of common traits, including the number, frequency, and effect sizes of inherited variants that contribute to individual risk, has been long debated. Genome-wide association studies have identified scores of common variants associated with type 2 diabetes, but in aggregate, these explain only a fraction of heritability. To test the hypothesis that lower-frequency variants explain much of the remainder, the GoT2D and T2D-GENES consortia performed whole genome sequencing in 2,657 Europeans with and without diabetes, and exome sequencing in a total of 12,940 subjects from five ancestral groups. To increase statistical power, we expanded sample size via genotyping and imputation in a further 111,548 subjects. Variants associated with type 2 diabetes after sequencing were overwhelmingly common and most fell within regions previously identified by genome-wide association studies. Comprehensive enumeration of sequence variation is necessary to identify functional alleles that provide important clues to disease pathophysiology, but large-scale sequencing does not support a major role for lower-frequency variants in predisposition to type 2 diabetes.
Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1038/nature18642

Authors


More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Statistics
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MSD
Department:
NDM
Sub department:
Human Genetics Wt Centre
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MSD
Department:
NDM
Sub department:
Human Genetics Wt Centre
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MSD
Department:
NDM
Sub department:
Human Genetics Wt Centre
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MSD
Department:
NDM
Sub department:
Human Genetics Wt Centre
Role:
Author


More from this funder
Grant:
RC2-DK088389, DK085545, DK098032
More from this funder
Grant:
064890, 083948, 085475, 086596, 090367, 090532, 092447, 095101, 095552, 098017, 098381, 100956
More from this funder
Grant:
Marie-Curie Fellowship PIEF-GA-2012-329156
ENGAGE: HEALTH-F4-2007-201413
More from this funder
Grant:
G0601261, G0900747-91070


Publisher:
Nature Publishing Group
Journal:
Nature More from this journal
Volume:
536
Pages:
41–47
Publication date:
2016-07-11
Acceptance date:
2016-06-12
DOI:
EISSN:
1476-4687
ISSN:
0028-0836


Pubs id:
pubs:628233
UUID:
uuid:fa74de64-0ca3-450e-a037-d9269f2418b8
Local pid:
pubs:628233
Source identifiers:
628233
Deposit date:
2016-06-20

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