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GWAS Study

An Expanded Genome-Wide Association Study of Type 2 Diabetes in Europeans.

Scott RA, Scott LJ, Mägi R et al.

28566273 PubMed ID
GWAS Study Type
212747 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

SR
Scott RA
SL
Scott LJ
MR
Mägi R
ML
Marullo L
GK
Gaulton KJ
KM
Kaakinen M
PN
Pervjakova N
PT
Pers TH
JA
Johnson AD
EJ
Eicher JD
JA
Jackson AU
FT
Ferreira T
LY
Lee Y
MC
Ma C
SV
Steinthorsdottir V
TG
Thorleifsson G
QL
Qi L
VZ
Van Zuydam NR
MA
Mahajan A
CH
Chen H
AP
Almgren P
VB
Voight BF
GH
Grallert H
MM
Müller-Nurasyid M
RJ
Ried JS
RN
Rayner NW
RN
Robertson N
KL
Karssen LC
VL
van Leeuwen EM
WS
Willems SM
FC
Fuchsberger C
KP
Kwan P
TT
Teslovich TM
CP
Chanda P
LM
Li M
LY
Lu Y
DC
Dina C
TD
Thuillier D
YL
Yengo L
JL
Jiang L
ST
Sparso T
KH
Kestler HA
CH
Chheda H
EL
Eisele L
GS
Gustafsson S
FM
Frånberg M
SR
Strawbridge RJ
BR
Benediktsson R
HA
Hreidarsson AB
KA
Kong A
SG
Sigurðsson G
KN
Kerrison ND
LJ
Luan J
LL
Liang L
MT
Meitinger T
RM
Roden M
TB
Thorand B
ET
Esko T
ME
Mihailov E
FC
Fox C
LC
Liu CT
RD
Rybin D
IB
Isomaa B
LV
Lyssenko V
TT
Tuomi T
CD
Couper DJ
PJ
Pankow JS
GN
Grarup N
HC
Have CT
JM
Jørgensen ME
JT
Jørgensen T
LA
Linneberg A
CM
Cornelis MC
VD
van Dam RM
HD
Hunter DJ
KP
Kraft P
SQ
Sun Q
ES
Edkins S
OK
Owen KR
PJ
Perry JRB
WA
Wood AR
ZE
Zeggini E
TJ
Tajes-Fernandes J
AG
Abecasis GR
BL
Bonnycastle LL
CP
Chines PS
SH
Stringham HM
KH
Koistinen HA
KL
Kinnunen L
SB
Sennblad B
MT
Mühleisen TW
NM
Nöthen MM
PS
Pechlivanis S
BD
Baldassarre D
GK
Gertow K
HS
Humphries SE
TE
Tremoli E
KN
Klopp N
MJ
Meyer J
SG
Steinbach G
WR
Wennauer R
EJ
Eriksson JG
MS
Mӓnnistö S
PL
Peltonen L
TE
Tikkanen E
CG
Charpentier G
EE
Eury E
LS
Lobbens S
GB
Gigante B
LK
Leander K
MO
McLeod O
BE
Bottinger EP
GO
Gottesman O
RD
Ruderfer D
BM
Blüher M
KP
Kovacs P
TA
Tonjes A
MN
Maruthur NM
SC
Scapoli C
ER
Erbel R
JK
Jöckel KH
MS
Moebus S
DF
de Faire U
HA
Hamsten A
SM
Stumvoll M
DP
Deloukas P
DP
Donnelly PJ
FT
Frayling TM
HA
Hattersley AT
RS
Ripatti S
SV
Salomaa V
PN
Pedersen NL
BB
Boehm BO
BR
Bergman RN
CF
Collins FS
MK
Mohlke KL
TJ
Tuomilehto J
HT
Hansen T
PO
Pedersen O
BI
Barroso I
LL
Lannfelt L
IE
Ingelsson E
LL
Lind L
LC
Lindgren CM
CS
Cauchi S
FP
Froguel P
LR
Loos RJF
BB
Balkau B
BH
Boeing H
FP
Franks PW
BG
Barricarte Gurrea A
PD
Palli D
VD
van der Schouw YT
AD
Altshuler D
GL
Groop LC
LC
Langenberg C
WN
Wareham NJ
SE
Sijbrands E
VD
van Duijn CM
FJ
Florez JC
MJ
Meigs JB
BE
Boerwinkle E
GC
Gieger C
SK
Strauch K
MA
Metspalu A
MA
Morris AD
PC
Palmer CNA
HF
Hu FB
TU
Thorsteinsdottir U
SK
Stefansson K
DJ
Dupuis J
MA
Morris AP
BM
Boehnke M
MM
McCarthy MI
PI
Prokopenko I
Chapter II

Abstract

Summary of the research findings

To characterize type 2 diabetes (T2D)-associated variation across the allele frequency spectrum, we conducted a meta-analysis of genome-wide association data from 26,676 T2D case and 132,532 control subjects of European ancestry after imputation using the 1000 Genomes multiethnic reference panel. Promising association signals were followed up in additional data sets (of 14,545 or 7,397 T2D case and 38,994 or 71,604 control subjects). We identified 13 novel T2D-associated loci (P < 5 × 10-8), including variants near the GLP2R, GIP, and HLA-DQA1 genes. Our analysis brought the total number of independent T2D associations to 128 distinct signals at 113 loci. Despite substantially increased sample size and more complete coverage of low-frequency variation, all novel associations were driven by common single nucleotide variants. Credible sets of potentially causal variants were generally larger than those based on imputation with earlier reference panels, consistent with resolution of causal signals to common risk haplotypes. Stratification of T2D-associated loci based on T2D-related quantitative trait associations revealed tissue-specific enrichment of regulatory annotations in pancreatic islet enhancers for loci influencing insulin secretion and in adipocytes, monocytes, and hepatocytes for insulin action-associated loci. These findings highlight the predominant role played by common variants of modest effect and the diversity of biological mechanisms influencing T2D pathophysiology.

up to 26,676 European ancestry cases, up to 132,532 European ancestry controls

Chapter III

Study Statistics

Key metrics and study information

212747
Total Participants
GWAS
Study Type
Yes
Replicated
14,545 European ancestry cases, 38,994 European ancestry controls
Replication Participants
European
Ancestry
U.S., France, Germany, Netherlands, Estonia, Finland, Sweden, U.K., Denmark
Recruitment Country
Chapter IV

Analysis

Comprehensive review of health and genetic findings

Important Disclaimer: This review has been performed semi-automatically and is provided for informational purposes only. While we strive for accuracy, this analysis may contain errors, omissions, or misinterpretations of the original research. DNA Genics disclaims all liability for any inaccuracies, errors, or consequences arising from the use of this information. Users should independently verify all information and consult original research publications before making any decisions based on this content. This analysis is not intended as a substitute for professional scientific review or medical advice.

Analysis In Progress

Our analysis of this publication is currently being prepared. Please check back soon for comprehensive insights into the health and genetic findings discussed in this research.