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Large-scale exome array summary statistics resources for glycemic traits to aid effector gene prioritization [version 1; peer review: 2 approved]

Authors :
Natasha H. J. Ng
Sara M. Willems
Jian'an Luan
Rebecca S. Fine
Juan Fernandez
Jennifer Wessel
Eleanor Wheeler
Gaelle Marenne
Hidetoshi Kitajima
Hanieh Yaghootkar
Xueling Sim
Ian J. Deary
Sai Chen
Shuai Wang
Yii-Der Ida Chen
Caroline Hayward
Yuning Chen
Jennifer L. Asimit
Claudia Langenberg
Tibor V. Varga
Archie Campbell
Rona J. Strawbridge
Shuang Feng
Tarunveer S. Ahluwalia
Erica L. Kleinbrink
Emil V. Appel
Ping An
Lawrence F. Bielak
Dan E. Arking
Jennifer A. Brody
Nathan A. Bihlmeyer
David Porteous
Ayse Demirkan
Audrey Y. Chu
Franco Giulianini
James S. Floyd
Stefan Gustafsson
Xiuqing Guo
Johanna Jakobsdottir
Anne U. Jackson
Stavroula Kanoni
Richard A. Jensen
Igor Rudan
Man Li
Sirkka Keinanen-Kiukaanniemi
Alisa K. Manning
Yingchang Lu
Karina Meidtner
Jonathan Marten
Giorgio Pistis
Taulant Muka
Kenneth M. Rice
Bram Prins
Albert Vernon Smith
Serena Sanna
Lorraine Southam
Jennifer A. Smith
Vinicius Tragante
Heather M. Stringham
Helen R. Warren
Sander W. van der Laan
Andrianos M. Yiorkas
Jie Yao
Wei Zhao
Weihua Zhang
Heather M. Highland
Mariaelisa Graff
Eirini Marouli
Anne E. Justice
Wesam A. Alhejily
Saima Afaq
Folkert W. Asselbergs
Najaf Amin
Michiel L. Bots
Lori L. Bonnycastle
Ji Chen
Ivan Brandslund
Abbas Dehghan
John Danesh
Tapani Ebeling
Jessica D. Faul
Aliki-Eleni Farmaki
Steve Franks
Paul W. Franks
Anette P. Gjesing
Andreas Fritsche
Göran Hallmans
Mark O. Goodarzi
Karl-Heinz Herzig
Tamara B. Harris
Min A Jhun
Marie-France Hivert
Marit E. Jørgensen
Torben Jørgensen
Eero Kajantie
Pekka Jousilahti
Sharon L.R. Kardia
Maria Karaleftheri
Heikki A. Koistinen
Leena Kinnunen
Peter Kovacs
Pirjo Komulainen
Markku Laakso
Johanna Kuusisto
Aaron Leong
Lenore J. Launer
Jocelyn E. Manning Fox
Jaana Lindström
Nisa M. Maruthur
Satu Männistö
Antonella Mulas
Leena Moilanen
Matthew Neville
Mike A. Nalls
Alison Pattie
James S. Pankow
Hannu Puolijoki
Eva R.B. Petersen
Paul Redmond
Asif Rasheed
Michael Roden
Frida Renström
Juha Saltevo
Danish Saleheen
Sylvain Sebert
Kai Savonen
Alena Stančáková
Kerrin S. Small
Konstantin Strauch
Jakob Stokholm
Betina H. Thuesen
Juha Auvinen
E-Shyong Tai
Emmanouil Tsafantakis
Anke Tönjes
Jaakko Tuomilehto
Tiinamaija Tuomi
Marja Vääräsmäki
Matti Uusitupa
Magdalena Zoledziewska
Ilonca Vaartjes
Beverley Balkau
Goncalo Abecasis
Alexandra I. Blakemore
Hans Bisgaard
Heiner Boeing
Ruth J.F. Loos
Matthias Blüher
Klaus Bønnelykke
Eric Boerwinkle
Mark J. Caulfield
Erwin P. Bottinger
Daniel I. Chasman
John C. Chambers
Francis S. Collins
Ching-Yu Cheng
Francesco Cucca
Josef Coresh
George Dedoussis
Gert J. de Borst
Hester M. den Ruijter
Panos Deloukas
Ele Ferrannini
Michele K. Evans
Harald Grallert
Oscar H. Franco
Arfan Ikram
Joel N. Hirschhorn
Fredrik Karpe
Erik Ingelsson
Wieland Kiess
Carolina Medina-Gomez
Kay-Tee Kaw
Antje Körner
Jaspal S. Kooner
Cecilia M. Lindgren
Timo Lakka
Ching-Ti Liu
Leonard Lipovich
Patrick E. MacDonald
Jun Liu
Andrew D. Morris
Karen L. Mohlke
Alison Murray
Patricia B. Munroe
Gerard Pasterkamp
Colin N. A . Palmer
Patricia A. Peyser
Oluf Pedersen
Paul M. Ridker
Rainer Rauramaa
Patrik Rorsman
Olov Rolandsson
Veikko Salomaa
Frits R. Rosendaal
Robert Sladek
Matthias B. Schulze
Michael Stumvoll
Timothy D. Spector
Mark Walker
Cornelia M. van Duijn
David R. Weir
Nick J. Wareham
Tien Yin Wong
James G. Wilson
Alan B. Zonderman
Eleftheria Zeggini
Andrew P. Morris
Jerome I. Rotter
Jose C. Florez
Michael Boehnke
James B. Meigs
Mark I. McCarthy
Robert A. Scott
Anubha Mahajan
Inês Barroso
Anna L. Gloyn
Michael A. Province
Niels Grarup
Ruifang Li-Gao
Jette Bork-Jensen
Yongmei Liu
Allan Linneberg
Leslie A. Lange
Sandosh Padmanabhan
Gail Davies
Lars Lind
Bruce M. Psaty
Tea Skaaby
Torben Hansen
Ozren Polasek
John M. Starr
Dennis O. Mook-Kanamori
Vilmundur Gudnason
Kent D. Taylor
Marjo-Riitta Järvelin
Renée de Mutsert
Paul Elliott
Josée Dupuis
Blair H. Smith
Andrew T. Hattersley
Source :
Wellcome Open Research, Vol 8 (2023)
Publication Year :
2023
Publisher :
Wellcome, 2023.

Abstract

Background Genome-wide association studies for glycemic traits have identified hundreds of loci associated with these biomarkers of glucose homeostasis. Despite this success, the challenge remains to link variant associations to genes, and underlying biological pathways. Methods To identify coding variant associations which may pinpoint effector genes at both novel and previously established genome-wide association loci, we performed meta-analyses of exome-array studies for four glycemic traits: glycated hemoglobin (HbA1c, up to 144,060 participants), fasting glucose (FG, up to 129,665 participants), fasting insulin (FI, up to 104,140) and 2hr glucose post-oral glucose challenge (2hGlu, up to 57,878). In addition, we performed network and pathway analyses. Results Single-variant and gene-based association analyses identified coding variant associations at more than 60 genes, which when combined with other datasets may be useful to nominate effector genes. Network and pathway analyses identified pathways related to insulin secretion, zinc transport and fatty acid metabolism. HbA1c associations were strongly enriched in pathways related to blood cell biology. Conclusions Our results provided novel glycemic trait associations and highlighted pathways implicated in glycemic regulation. Exome-array summary statistic results are being made available to the scientific community to enable further discoveries.

Details

Language :
English
ISSN :
2398502X
Volume :
8
Database :
Directory of Open Access Journals
Journal :
Wellcome Open Research
Publication Type :
Academic Journal
Accession number :
edsdoj.4a6565ec20a8482f9c08f85cf30b04d6
Document Type :
article
Full Text :
https://doi.org/10.12688/wellcomeopenres.18754.1