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A Saturated Map of Common Genetic Variants Associated with Human Height from 5.4 Million Individuals of Diverse Ancestries

Authors
Loic Yengo,Sailaja Vedantam
Eirini Marouli,Julia Sidorenko,Eric Bartell,Saori Sakaue,Marielisa Graff,Anders U. Eliasen,Yunxuan Jiang,Sridharan Raghavan,Jenkai Miao,Joshua D. Arias,Ronen E. Mukamel,Cassandra N. Spracklen,Xianyong Yin,Shyh-Huei Chen,Teresa Ferreira,Yingjie Ji,Tugce Karedera,Kreete Lull,Kuang Lin,Deborah E. Malden,Carolina Medina-Gomez,Moara Machado,Amy Moore,Sina Rueger,Daniel I. Chasman,Yoon Shin Cho,Iris M. Heid,Mark I. McCarthy,Maggie C.Y. Ng,Christopher J. O'Donnell,Fernando Rivadeneira,Unnur Thorsteinsdottir,Yan V. Sun,E. Shyong Thai,Michael Boehnke,Panos Deloukas,Anne E. Justice,Cecilia M. Lindgren,Ruth J.F. Loos,Karen L. Mohlke,Kari E. North,Kari Stefansson,Robin G. Walters,Thomas W. Winkler,Kristin L. Young,Po-Ru Loh,Jian Yang,Tonu Esko,Themistocles L. Assimes,Adam Auton,Goncalo R. Abecasis,Cristen J. Willer,Adam E. Locke,Sonja I. Berndt,Guillaume Lettre,Timothy M. Frayling,Yukinori Okada,Andrew R. Wood,Peter M. Visscher,Joel N. Hirschhorn,N/A ,Loïc Yengo,Carolina Medina‐Gomez,Matthew Allison,Suryanarayanan Bhaskar,Wei Zhao,Yuki Bradford,Zhe Wang,Wei Zhou,Marisa Cañadas‐Garre,Bin Yang,Graciela Delgado,Weihua Zhang,Franco Giulianini,Shih‐Jen Hwang,Marcin Gorski,Jun Liu,Thomas Hansen,Aki Havulinna,Simon Haworth,Jing He,Nancy Heard‐Costa,Prashantha Hebbar,Yuk‐Lam Ho,Edith Hofer,Elizabeth Holliday,Katrin Horn,Whitney Hornsby,Jouke‐Jan Hottenga,Hongyan Huang,Jie Huang,Alicia Huerta-Chagoya,Jennifer Huffman,Yi‐Jen Hung,Shaofeng Huo,Derek Klarin,Hiroyuki Iha,Daisuke Ikeda,Motohide Isono,Anne Jackson,Iris Jansen,Ingegerd Johansson,Jost Jonas,Anna Jonsson,Torben Jørgensen,Ioanna-Panagiota Kalafati,Masahiro Kanai,Stavroula Kanoni,Line Kårhus,Anuradhani Kasturiratne,Tomohiro Katsuya,Takahisa Kawaguchi,Rachel Kember,Katherine Kentistou,Hanna Kim,Young Kim,Marcus Kleber,Maria Knol,Marie Lauzon,Phuong Le,Rodney Lea,Jong‐Young Lee,Hampton Leonard,Shengchao Li,Xiaohui Li,Xiaoyin Li,Jingjing Liang,Honghuang Lin,Shih-Yi Lin,Jun Li,Xueping Liu,Ken Lo,Jie Yao,Laura Lorés‐Motta,Jian’an Luan,Valeriya Lyssenko,Massimo Mangino,Ani Manichaikul,Jonathan Marten,Manuel Mattheisen,Laven Mavarani,Aaron McDaid,Karina Meidtner,Tori Melendez,Josep Mercader,Yuri Milaneschi,Jason Miller,Iona Millwood,Pashupati Mishra,Humaira Rasheed,Line Møllehave,Anna Morgan,Sören Mucha,Matthias Munz,Masahiro Nakatochi,Maria Nethander,Chu Nho,Aneta Nielsen,Ilja Nolte,Suraj Nongmaithem,Julia Ramírez,Katri Pärna,Marc Pauper,Eva Petersen,Liselotte Petersen,Niina Pitkänen,Ozren Polašek,Michael Preuss,Saiju Pyarajan,Laura Raffield,Hiromi Rakugi,Awais Rasheed,Dennis Raven,Nigel Rayner,Carlos Riveros,Rebecca Rohde,Daniela Ruggiero,Sanni Ruotsalainen,Kathleen Ryan,Maria Sabater‐Lleal,Richa Saxena,Markus Scholz,Anoop Sendamarai,Botong Shen,Jingchunzi Shi,Jae Shin,Carlo Sidore,Xueling Sim,Colleen Sitlani,Roderick Slieker,Roelof Smit,Albert Smith,Laura Smyth,Lorraine Southam,Valgerður Steinthórsdóttir,Liang Sun,Divya Tallapragada,Kent Taylor,Bamidele Tayo,Catherine Tcheandjieu,Natalie Terzikhan,Paola Tesolin,Alexander Teumer,Elizabeth Theusch,Deborah Thompson,Guðmar Þorleifsson,Paul Timmers,Stella Trompet,Simona Vaccargiu,Sander Laan,Peter Most,Jan Klinken,Jessica Setten,Shefali Verma,Yogasudha Veturi,Carol Wang,Chaolong Wang,Lihua Wang,Helen Warren,Wen Wei,Ananda Wickremasinghe,Matthias Wielscher,Kerri Wiggins,Bendik Winsvold,Andrew Wong,Yang Wu,Matthias Wuttke,Rui Xia,Tian Xie,Ken Yamamoto,Jingyun Yang,Hannah Young,Noha Yousri,Lei Yu,Lingyao Zeng,Mark McCarthy,Mengjie Zhang,Jinghua Zhao,Magdalena Żołędziewska,Hieab Adams,Carlos Aguilar-Salinas,Donna Arnett,Folkert Asselbergs,Bjørn Åsvold,John Attia,Bernhard Banas,Tobias Bergler,Dwaipayan Bharadwaj,Hans Bisgaard,Eric Boerwinkle,Carsten Böger,Klaus Bønnelykke,Dorret Boomsma,Anders Børglum,Judith Borja,Claude Bouchard,Donald Bowden,Ivan Brandslund,Ben Brumpton,Julie Buring,Mark Caulfield,John Chambers,Giriraj Chandak,Stephen Chanock,Nish Chaturvedi,Yii‐Der Chen,Zhengming Chen,Ching-Yu Cheng,Ingrid Christophersen,John Cole,Francis Collins,Richard Cooper,Miguel Crúz,Francesco Cucca,L. Cupples,Michael Cutler,Scott Damrauer,Thomas Dantoft,Gert Borst,Lisette Groot,Dominique Kleijn,H. Silva,George Dedoussis,Anneke Hollander,Shufa Du,Douglas Easton,Petra Elders,A. Eliassen,Patrick Ellinor,Sölve Elmståhl,Johannes Erdmann,Diane Fatkin,Bjarke Feenstra,Mary Feitosa,Luigi Ferrucci,Ian Ford,Myriam Fornage,André Franke,Paul Franks,Barry Freedman,Paolo Gasparini,Christian Gieger,Michael Goddard,Yvonne Golightly,Clicerio González‐Villalpando,Penny Gordon‐Larsen,Harald Grallert,Struan Grant,Niels Grarup,Lyn Griffiths,Leif Groop,Vilmundur Gudnason,Christopher Haiman,Hákon Hákonarson,Torben Hansen,Catharina Hartman,Andrew Hattersley,Caroline Hayward,Susan Heckbert,Chew‐Kiat Heng,Christian Hengstenberg,Alex Hewitt,Haretsugu Hishigaki,Carel Hoyng,Paul Huang,Wei Huang,Steven Hunt,Kristian Hveem,Elina Hyppönen,William Iacono,Sahoko Ichihara,M. Ikram,Carmen Isasi,Rebecca Jackson,Marjo‐Riitta Järvelin,Zi‐Bing Jin,Karl‐Heinz Jöckel,Peter Joshi,Pekka Jousilahti,J. Jukema,Mika Kähönen,Yoichiro Kamatani,Kui Kang,Fredrik Karpe,Frank Kee,Thorsten Kessler,Amit Khera,Chiea Khor,Lambertus Kiemeney,Bong‐Jo Kim,Eung Kim,Hyung‐Lae Kim,Paulus Kirchhof,Mika Kivimäki,Hannu Koistinen,Genovefa Kolovou,Jaspal Kooner,Charles Kooperberg,Anna Köttgen,Péter Kempler,Adriaan Kraaijeveld,Peter Kraft,Ronald Krauss,Meena Kumari,Zoltán Kutalik,Markku Laakso,Leslie Lange,Claudia Langenberg,Lenore Launer,Loı̈c Marchand,Nanette Lee,Terho Lehtimäki,Huaixing Li,Liming Li,Wolfgang Lieb,Xu Lin,Allan Linneberg,Ching‐Ti Liu,Jianjun Li,Markus Loeffler,Barry London,Steven Lubitz,Stephen Lye,David Mackey,Reedik Mägi,Gregory Marcus,Pedro Vidal,Nicholas Martin,Winfried März,Robert McGarrah,Matt McGue,Amy McKnight,Sarah Medland,Andres Metspalu,Braxton Mitchell,Paul Mitchell,Dennis Mook‐Kanamori,Lorelei Mucci,Patricia Munroe,Saman Nazarian,Amanda Nelson,Matt Neville,Christopher Newton‐Cheh,Christopher Nielsen,Markus Nöthen,Albertine Oldehinkel,Lorena Orozco,Katja Pahkala,Colin Palmer,Esteban Parra,Cristian Pattaro,Oluf Pedersen,Craig Pennell,Brenda Penninx,Louis Pérusse,Annette Peters,David Porteous,Daniëlle Posthuma,Chris Power,Peter Pramstaller,Michael Province,Qibin Qi,Jia Qu,Daniel Rader,Sarju Ralhan,Anurag Verma,D. Rao,Dermot Reilly,Alexander Reiner,Paul Ridker,Michiel Rienstra,Samuli Ripatti,Marylyn Ritchie,Dan Roden,Frits Rosendaal,Jerome Rotter,Igor Rudan,Femke Rutters,Charumathi Sabanayagam,Danish Saleheen,Veikko Salomaa,Dharambir Sanghera,Naveed Sattar,Börge Schmidt,Matthias Schulze,Heribert Schunkert,Laura Scott,Rodney Scott,Peter Sever,Eric Shiroma,M. Shoemaker,Xiao‐Ou Shu,Mario Sims,Jai Singh,Andrew Singleton,Moritz Sinner,J. Smith,Harold Snieder,Tim Spector,Meir Stampfer,David Strachan,Leen Hart,Jun‐Sing Wang,Hua Tang,Jean‐Claude Tardif,Thangavel Thanaraj,Nicholas Timpson,Anke Tönjes,Angelo Tremblay,Tiinamaija Tuomi,Maria-Teresa Tusié-Luna,André Uitterlinden,Rob Dam,Pim Harst,Nathalie Velde,Natasja Schoor,Uwe Völker,Péter Vollenweider,Scott Vrieze,Niels Wacher-Rodarte,Mark Walker,Ya Wang,Nick Wareham,Richard Watanabe,Hugh Watkins,David Weir,Thomas Werge,Elisabeth Widén,Lynne Wilkens,Gonneke Willemsen,Walter Willett,Tien‐Yin Wong,Jeong‐Taek Woo,Alan Wright,Jer‐Yuarn Wu,Huji Xu,Chittaranjan Yajnik,Mitsuhiro Yokota,Eleftheria Zeggini,Babette Zemel,Wei Zheng,Xiaofeng Zhu,Joseph Zmuda,Alan Zonderman,John‐Anker Zwart,Daniel Chasman,Yoon Cho,Iris Heid,Maggie Ng,Christopher O’Donnell,Unnur Þorsteinsdóttir,Yan Sun,E. Tai,Anne Justice,Cecilia Lindgren,Martin Borst,Karen Mohlke,K.E. North,Kāri Stefánsson,Robin Walters,Thomas Winkler,Kristin Young,Po‐Ru Loh,Tõnu Esko,Themistocles Assimes,Gonçalo Abecasis,Cristen Willer,Adam Locke,Sonja Berndt,Timothy Frayling,Andrew Wood,Peter Visscher,Anders Eliasen,Joshua Arias,Ronen Mukamel,Cassandra Spracklen,Shyh‐Huei Chen,Kreete Lüll,Deborah Malden,Carolina Medina-Gómez,Sina Ruëger,Tarunveer Ahluwalia,Masato Akiyama,Marcus Alvarez,Mette Andersen,Alireza Ani,Vivek Appadurai,Liubov Arbeeva,Seema Bhaskar,Lawrence Bielak,Sailalitha Bollepalli,Lori Bonnycastle,Jette Bork‐Jensen,Jonathan Bradfield,Peter Braund,Jennifer Brody,Kristoffer Burgdorf,Brian Cade,Hui Cai,Qiuyin Cai,Archie Campbell,Marisa Cañadas-Garre,Eulalia Catamo,Jin-Fang Chai,Xiaoran Chai,Li-Ching Chang,Yi‐Cheng Chang,Chien-Hsiun Chen,Alessandra Chesi,Seung Choi,Ren‐Hua Chung,Massimiliano Cocca,Maria Concas,Christian Couture,Gabriel Cuéllar-Partida,Rebecca Danning,E. Daw,Frauke Degenhard,Alessandro Delitala,Ayşe Demirkan,Xuan Deng,Poornima Devineni,Alexander Dietl,Maria Dimitriou,Latchezar Dimitrov,Rajkumar Dorajoo,Arif Ekici,Jorgen Engmann,Zammy Fairhurst-Hunter,Aliki‐Eleni Farmaki,Jessica Faul,Juan-Carlos Fernandez-Lopez,Lukas Forer,Margherita Francescatto,Sandra Freitag-Wolf,Christian Fuchsberger,Tessel Galesloot,Yan Gao,Zishan Gao,Frank Geller,Olga Giannakopoulou,Anuj Goel,Anette Gjesing,Scott Gordon,Mathias Gorski,Sarah Graham,Jakob Grove,Xiuqing Guo,Stefan Gustafsson,Jeffrey Haessler
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,Joel Hirschhorn
Published
Jan 10, 2022
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