학술논문

Genetic fine mapping and genomic annotation defines causal mechanisms at type 2 diabetes susceptibility loci
Document Type
article
Author
Gaulton, Kyle JFerreira, TeresaLee, YejiRaimondo, AnneMägi, ReedikReschen, Michael EMahajan, AnubhaLocke, AdamWilliam Rayner, NRobertson, NeilScott, Robert AProkopenko, IngaScott, Laura JGreen, ToddSparso, ThomasThuillier, DorotheeYengo, LoicGrallert, HaraldWahl, SimoneFrånberg, MattiasStrawbridge, Rona JKestler, HansChheda, HimanshuEisele, LewinGustafsson, StefanSteinthorsdottir, ValgerdurThorleifsson, GudmarQi, LuKarssen, Lennart Cvan Leeuwen, Elisabeth MWillems, Sara MLi, ManChen, HanFuchsberger, ChristianKwan, PhoenixMa, ClementLinderman, MichaelLu, YingchangThomsen, Soren KRundle, Jana KBeer, Nicola Lvan de Bunt, MartijnChalisey, AnilKang, Hyun MinVoight, Benjamin FAbecasis, Gonçalo RAlmgren, PeterBaldassarre, DamianoBalkau, BeverleyBenediktsson, RafnBlüher, MatthiasBoeing, HeinerBonnycastle, Lori LBottinger, Erwin PBurtt, Noël PCarey, JasonCharpentier, GuillaumeChines, Peter SCornelis, Marilyn CCouper, David JCrenshaw, Andrew Tvan Dam, Rob MDoney, Alex SFDorkhan, MozhganEdkins, SarahEriksson, Johan GEsko, TonuEury, ElodieFadista, JoãoFlannick, JasonFontanillas, PierreFox, CarolineFranks, Paul WGertow, KarlGieger, ChristianGigante, BrunaGottesman, OmriGrant, George BGrarup, NielsGroves, Christopher JHassinen, MaijaHave, Christian THerder, ChristianHolmen, Oddgeir LHreidarsson, Astradur BHumphries, Steve EHunter, David JJackson, Anne UJonsson, AnnaJørgensen, Marit EJørgensen, TorbenKao, Wen-Hong LKerrison, Nicola DKinnunen, LeenaKlopp, NormanKong, AugustineKovacs, PeterKraft, PeterKravic, JasminaLangford, Cordelia
Source
Nature Genetics. 47(12)
Subject
Biological Sciences
Genetics
Liver Disease
Diabetes
Human Genome
Digestive Diseases
2.1 Biological and endogenous factors
Aetiology
Metabolic and endocrine
Binding Sites
Case-Control Studies
Chromatin Immunoprecipitation
Chromosome Mapping
Diabetes Mellitus
Type 2
Gene Expression Regulation
Genetic Loci
Genetic Predisposition to Disease
Genome-Wide Association Study
Genomics
Hepatocyte Nuclear Factor 3-beta
Humans
Islets of Langerhans
Liver
Molecular Sequence Annotation
Polymorphism
Single Nucleotide
Receptor
Melatonin
MT2
DIAbetes Genetics Replication And Meta-analysis (DIAGRAM) Consortium
Medical and Health Sciences
Developmental Biology
Agricultural biotechnology
Bioinformatics and computational biology
Language
Abstract
We performed fine mapping of 39 established type 2 diabetes (T2D) loci in 27,206 cases and 57,574 controls of European ancestry. We identified 49 distinct association signals at these loci, including five mapping in or near KCNQ1. 'Credible sets' of the variants most likely to drive each distinct signal mapped predominantly to noncoding sequence, implying that association with T2D is mediated through gene regulation. Credible set variants were enriched for overlap with FOXA2 chromatin immunoprecipitation binding sites in human islet and liver cells, including at MTNR1B, where fine mapping implicated rs10830963 as driving T2D association. We confirmed that the T2D risk allele for this SNP increases FOXA2-bound enhancer activity in islet- and liver-derived cells. We observed allele-specific differences in NEUROD1 binding in islet-derived cells, consistent with evidence that the T2D risk allele increases islet MTNR1B expression. Our study demonstrates how integration of genetic and genomic information can define molecular mechanisms through which variants underlying association signals exert their effects on disease.