Publication type
Journal Article
Authors
- Ji Chen
- Cassandra N. Spracklen
- Gaëlle Marenne
- Arushi Varshney
- Laura J. Corbin
- Jian’an Luan
- Sara M. Willems
- Ying Wu
- Xiaoshuai Zhang
- Momoko Horikoshi
- Thibaud S. Boutin
- Reedik Mägi
- Johannes Waage
- Ruifang Li-Gao
- Kei Hang Katie Chan
- Jie Yao
- Mila D. Anasanti
- Audrey Y. Chu
- Annique Claringbould
- Jani Heikkinen
- Jaeyoung Hong
- Jouke-Jan Hottenga
- Shaofeng Huo
- Marika A. Kaakinen
- Tin Louie
- Winfried März
- Hortensia Moreno-Macías
- Anne Ndungu
- Sarah C. Nelson
- Ilja M. Nolte
- Kari E. North
- Chelsea K. Raulerson
- Debashree Ray
- Rebecca Rohde
- Denis Rybin
- Claudia Schurmann
- Xueling Sim
- Lorraine Southam
- Isobel D. Stewart
- Carol A. Wang
- Yujie Wang
- Peitao Wu
- Weihua Zhang
- Tarunveer S. Ahluwalia
- Emil V.R. Appel
- Lawrence F. Bielak
- Jennifer A. Brody
- Noël P. Burtt
- Claudia P. Cabrera
- Brian E. Cade
- Jin Fang Chai
- Xiaoran Chai
- Li-Ching Chang
- Chien-Hsiun Chen
- Brian H. Chen
- Kumaraswamy Naidu Chitrala
- Yen-Feng Chiu
- Hugoline G. de Haan
- Graciela E. Delgado
- Ayse Demirkan
- Qing Duan
- Jorgen Engmann
- Segun A. Fatumo
- Javier Gayán
- Franco Giulianini
- Jung Ho Gong
- Stefan Gustafsson
- Yang Hai
- Fernando P. Hartwig
- Jing He
- Yoriko Heianza
- Tao Huang
- Alicia Huerta-Chagoya
- Mi Yeong Hwang
- Richard A. Jensen
- Takahisa Kawaguchi
- Katherine A. Kentistou
- Young Jin Kim
- Marcus E. Kleber
- Ishminder K. Kooner
- Shuiqing Lai
- Leslie A. Lange
- Carl D. Langefeld
- Marie Lauzon
- Man Li
- Symen Ligthart
- Jun Liu
- Marie Loh
- Jirong Long
- Valeriya Lyssenko
- Massimo Mangino
- Carola Marzi
- May E. Montasser
- Abhishek Nag
- Masahiro Nakatochi
- Damia Noce
- Raymond Noordam
- Giorgio Pistis
- Michael Preuss
- Laura Raffield
- Laura J. Rasmussen-Torvik
- Stephen S. Rich
- Neil R. Robertson
- Rico Rueedi
- Kathleen Ryan
- Serena Sanna
- Richa Saxena
- Katharina E. Schraut
- Bengt Sennblad
- Kazuya Setoh
- Albert V. Smith
- Thomas Sparsø
- Rona J. Strawbridge
- Fumihiko Takeuchi
- Jingyi Tan
- Stella Trompet
- Erik van den Akker
- Peter J. van der Most
- Niek Verweij
- Mandy Vogel
- Heming Wang
- Chaolong Wang
- Nan Wang
- Helen R. Warren
- Wanqing Wen
- Tom Wilsgaard
- Andrew Wong
- Andrew R. Wood
- Tian Xie
- Mohammad Hadi Zafarmand
- Jing-Hua Zhao
- Wei Zhao
- Najaf Amin
- Zorayr Arzumanyan
- Arne Astrup
- Stephan J.L. Bakker
- Damiano Baldassarre
- Marian Beekman
- Richard N. Bergman
- Alain Bertoni
- Matthias Blüher
- Lori L. Bonnycastle
- Stefan R. Bornstein
- Donald W. Bowden
- Qiuyin Cai
- Archie Campbell
- Harry Campbell
- Yi Cheng Chang
- Eco J.C. de Geus
- Abbas Dehghan
- Shufa Du
- Gudny Eiriksdottir
- Aliki-Eleni Farmaki
- Mattias Frånberg
- Christian Fuchsberger
- Yutang Gao
- Anette P. Gjesing
- Anuj Goel
- Sohee Han
- Catharina A. Hartman
- Christian Herder
- Andrew A. Hicks
- Chang-Hsun Hsieh
- Willa A. Hsueh
- Sahoko Ichihara
- Michiya Igase
- M. Arfan Ikram
- W. Craig Johnson
- Marit E. Jørgensen
- Peter K. Joshi
- Rita R. Kalyani
- Fouad R. Kandeel
- Tomohiro Katsuya
- Chiea Chuen Khor
- Wieland Kiess
- Ivana Kolcic
- Teemu Kuulasmaa
- Johanna Kuusisto
- Kristi Läll
- Kelvin Lam
- Deborah A. Lawlor
- Nanette R. Lee
- Rozenn N. Lemaitre
- Honglan Li
- Shih-Yi Lin
- Jaana Lindström
- Allan Linneberg
- Jianjun Liu
- Carlos Lorenzo
- Tatsuaki Matsubara
- Fumihiko Matsuda
- Geltrude Mingrone
- Simon Mooijaart
- Sanghoon Moon
- Toru Nabika
- Girish N. Nadkarni
- Jerry L. Nadler
- Mari Nelis
- Matt J. Neville
- Jill M. Norris
- Yasumasa Ohyagi
- Annette Peters
- Patricia A. Peyser
- Ozren Polasek
- Qibin Qi
- Dennis Raven
- Dermot F. Reilly
- Alex Reiner
- Fernando Rivideneira
- Kathryn Roll
- Igor Rudan
- Sabanayagam Charumathi
- Kevin Sandow
- Naveed Sattar
- Annette Schürmann
- Jinxiu Shi
- Heather M. Stringham
- Kent D. Taylor
- Tanya M. Teslovich
- Betina Thuesen
- Paul R. H. J. Timmers
- Elena Tremoli
- Michael Y. Tsai
- Andre Uitterlinden
- Rob M. van Dam
- Diana van Heemst
- Astrid van Hylckama Vlieg
- Jana V. van Vliet-Ostaptchouk
- Jagadish Vangipurapu
- Henrik Vestergaard
- Tao Wang
- Ko Willems van Dijk
- Tatijana Zemunik
- Gonçalo R. Abecasis
- Linda S. Adair
- Carlos Alberto Aguilar-Salinas
- Marta E. Alarcón-Riquelme
- Ping An
- Larissa Aviles-Santa
- Diane M. Becker
- Lawrence J. Beilin
- Sven Bergmann
- Hans Bisgaard
- Corri Black
- Michael Boehnke
- Eric Boerwinkle
- Bernhard O. Böhm
- Klaus Bønnelykke
- D.I. Boomsma
- Erwin P. Bottinger
- Thomas A. Buchanan
- Mickaël Canouil
- Mark J. Caulfield
- John C. Chambers
- Daniel I. Chasman
- Yii-Der Ida Chen
- Ching-Yu Cheng
- Francis S. Collins
- Adolfo Correa
- Francesco Cucca
- H. Janaka de Silva
- George Dedoussis
- Sölve Elmståhl
- Michele K. Evans
- Ele Ferrannini
- Luigi Ferrucci
- Jose C. Florez
- Paul W. Franks
- Timothy M. Frayling
- Philippe Froguel
- Bruna Gigante
- Mark O. Goodarzi
- Penny Gordon-Larsen
- Harald Grallert
- Niels Grarup
- Sameline Grimsgaard
- Leif Groop
- Vilmundur Gudnason
- Xiuqing Guo
- Anders Hamsten
- Torben Hansen
- Caroline Hayward
- Susan R. Heckbert
- Bernardo L. Horta
- Wei Huang
- Erik Ingelsson
- James S. Pankow
- Marjo-Ritta Jarvelin
- Jost B. Jonas
- J. Wouter Jukema
- Pontiano Kaleebu
- Robert Kaplan
- Sharon L. R. Kardia
- Norihiro Kato
- Sirkka M. Keinanen-Kiukaanniemi
- Bong-Jo Kim
- Mika Kivimaki
- Heikki A. Koistinen
- Jaspal S. Kooner
- Antje Körner
- Peter Kovacs
- Diana Kuh
- Meena Kumari
- Zoltan Kutalik
- Markku Laakso
- Timo A. Lakka
- Lenore J. Launer
- Karin Leander
- Huaixing Li
- Xu Lin
- Lars Lind
- Cecilia Lindgren
- Simin Liu
- Ruth J.F. Loos
- Patrik K.E. Magnusson
- Anubha Mahajan
- Andres Metspalu
- Dennis O. Mook-Kanamori
- Trevor A. Mori
- Patricia B. Munroe
- Inger Njølstad
- Jeffrey R. O’Connell
- Albertine J. Oldehinkel
- Ken K. Ong
- Sandosh Padmanabhan
- Colin N.A. Palmer
- Nicholette D. Palmer
- Oluf Pedersen
- Craig E. Pennell
- David J. Porteous
- Peter P. Pramstaller
- Michael A. Province
- Bruce M. Psaty
- Lu Qi
- Leslie J. Raffel
- Rainer Rauramaa
- Susan Redline
- Paul M. Ridker
- Frits R. Rosendaal
- Timo E. Saaristo
- Manjinder Sandhu
- Jouko Saramies
- Neil Schneiderman
- Peter Schwarz
- Laura Scott.
- Elizabeth Selvin
- Peter Sever
- Xiao-Ou Shu
- P. Eline Slagboom
- Kerrin S. Small
- Blair H. Smith
- Harold Snieder
- Tamar Sofer
- Thorkild I. A. Sørensen
- Tim D. Spector
- Alice Stanton
- Claire J. Steves
- Michael Stumvoll
- Liang Sun
- Yasuharu Tabara
- E. Shyong Tai
- Nicholas J. Timpson
- Anke Tönjes
- Jaakko Tuomilehto
- Teresa Tusie
- Matti Uusitupa
- Pim van der Harst
- Cornelia van Duijn
- Veronique Vitart
- Peter Vollenweider
- Tanja G. M. Vrijkotte
- Lynne E. Wagenknecht
- Mark Walker
- Ya X. Wang
- Nick J. Wareham
- Richard M. Watanabe
- Hugh Watkins
- Wen B. Wei
- Ananda R. Wickremasinghe
- Gonneke Willemsen
- James F. Wilson
- Tien-Yin Wong
- Jer-Yuarn Wu
- Anny H. Xiang
- Lisa R. Yanek
- Loïc Yengo
- Mitsuhiro Yokota
- Eleftheria Zeggini
- Wei Zheng
- Alan B. Zonderman
- Jerome I. Rotter
- Anna L. Gloyn
- Mark I. McCarthy
- Josée Dupuis
- James B. Meigs
- Robert A. Scott
- Inga Prokopenko
- Aaron Leong
- Ching-Ti Liu
- Stephen C. J. Parker
- Karen L. Mohlke
- Claudia Langenberg
- Eleanor Wheeler
- Andrew P. Morris
- Inês Barroso
Publication date
June 15, 2021
Summary:
Glycemic traits are used to diagnose and monitor type 2 diabetes and cardiometabolic health. To date, most genetic studies of glycemic traits have focused on individuals of European ancestry. Here we aggregated genome-wide association studies comprising up to 281,416 individuals without diabetes (30% non-European ancestry) for whom fasting glucose, 2-h glucose after an oral glucose challenge, glycated hemoglobin and fasting insulin data were available. Trans-ancestry and single-ancestry meta-analyses identified 242 loci (99 novel; P < 5 × 10−8), 80% of which had no significant evidence of between-ancestry heterogeneity. Analyses restricted to individuals of European ancestry with equivalent sample size would have led to 24 fewer new loci. Compared with single-ancestry analyses, equivalent-sized trans-ancestry fine-mapping reduced the number of estimated variants in 99% credible sets by a median of 37.5%. Genomic-feature, gene-expression and gene-set analyses revealed distinct biological signatures for each trait, highlighting different underlying biological pathways. Our results increase our understanding of diabetes pathophysiology by using trans-ancestry studies for improved power and resolution.
Published in
Nature Genetics
Volume and page numbers
Volume: 53 , p.840 -860
DOI
https://doi.org/10.1038/s41588-021-00852-9
ISSN
10614036
Subjects
#547018