Defining the role of common variation in the genomic and biological architecture of adult human height
Andrew R. Wood,Tõnu Esko,Jian Yang,Sailaja Vedantam,Tune H. Pers,Stefan Gustafsson,Audrey Y. Chu,K. Estrada,Jian'an Luan,Zoltán Kutalik,Najaf Amin,Martin L. Buchkovich,Damien C. Croteau-Chonka,Felix R. Day,Yanan Duan,Tove Fall,Rudolf S N Fehrmann,Teresa Ferreira,Anne U. Jackson,Juha Karjalainen,Ken Sin Lo,Adam E. Locke,Reedik Mägi,Evelin Mihailov,Eleonora Porcu,Joshua C. Randall,André Scherag,Anna A. E. Vinkhuyzen,Harm-Jan Westra,Thomas W. Winkler,Tsegaselassie Workalemahu,Jing Hua Zhao,Devin Absher,Eva Albrecht,Denise Anderson,Jeffrey Baron,Marian Beekman,Ayse Demirkan,Georg Ehret,Bjarke Feenstra,Mary F. Feitosa,Krista Fischer,Ross M. Fraser,Anuj Goel,Jian Gong,Anne E. Justice,Stavroula Kanoni,Marcus E. Kleber,K. Kristiansson,Unhee Lim,Vaneet Lotay,Julian C. Lui,Massimo Mangino,Irene Mateo Leach,Carolina Medina-Gomez,Mike A. Nalls,Dale R. Nyholt,Cameron D. Palmer,Dorota Pasko,Sonali Pechlivanis,Inga Prokopenko,Janina S. Ried,Stephan Ripke,Dmitry Shungin,Alena Stančáková,Rona J. Strawbridge,Yun Ju Sung,Toshiko Tanaka,Alexander Teumer,Stella Trompet,Sander W. van der Laan,Jessica van Setten,Jana V. van Vliet-Ostaptchouk,Zhaoming Wang,Loic Yengo,Weihua Zhang,Uzma Afzal,Johan Ärnlöv,Gillian M. Arscott,Stefania Bandinelli,Amy Barrett,Claire Bellis,Amanda J. Bennett,Christian Berne,Matthias Blüher,Jennifer L. Bolton,Yvonne Böttcher,Heather A. Boyd,Marcel Bruinenberg,Brendan M. Buckley,Steven Buyske,Ida Henriette Caspersen,Peter S. Chines,Robert Clarke,Simone Claudi-Boehm,Mark E. Cooper,E. Warwick Daw,Pim A. de Jong,Joris Deelen,Graciela Delgado,Josh C. Denny,Rosalie A.M. Dhonukshe-Rutten,Maria Dimitriou,Alex S. F. Doney,Marcus Dörr,Niina Eklund,Elodie Eury,Lasse Folkersen,Melissa E. Garcia,Frank Geller,Vilmantas Giedraitis,Alan S. Go,Harald Grallert,Tanja B. Grammer,Jürgen Gräßler,Henrik Grönberg,Lisette C P G M de Groot,C J Groves,Jeffrey Haessler,Per Hall,T. Haller,Göran Hallmans,Anke Hannemann,Catharina A. Hartman,Maija Hassinen,Caroline Hayward,Nancy L. Heard-Costa,Quinta Helmer,Gibran Hemani,Anjali K. Henders,Hans L. Hillege,Mark A. Hlatky,Wolfgang Hoffmann,Per Hoffmann,Oddgeir L. Holmen,Jeanine J. Houwing-Duistermaat,Thomas Illig,Aaron Isaacs,Alan L. James,Janina M. Jeff,Berit Johansen,Åsa Johansson,Jennifer Jolley,Thorhildur Juliusdottir,Juhani Junttila,Abel N. Kho,Leena Kinnunen,Norman Klopp,Thomas Kocher,Wolfgang Kratzer,Peter Lichtner,Lars Lind,Jaana Lindström,Stéphane Lobbens,Mattias Lorentzon,Yingchang Lu,Valeriya Lyssenko,Patrik K. E. Magnusson,Anubha Mahajan,Marc R. Maillard,Wendy L. McArdle,Colin A. McKenzie,Stela McLachlan,Paul J. McLaren,Cristina Menni,Sigrun Merger,Lili Milani,Alireza Moayyeri,Keri L. Monda,M. A. Morken,Gabriele Müller,Martina Müller-Nurasyid,A.W. Musk,Narisu Narisu,Matthias Nauck,Ilja M. Nolte,Markus M. Nöthen,Laticia Oozageer,Stefan Pilz,Nigel W. Rayner,Frida Renström,Neil R. Robertson,Lynda M. Rose,Ronan Roussel,Serena Sanna,Hubert Scharnagl,Salome Scholtens,Fredrick R. Schumacher,Heribert Schunkert,Robert A. Scott,J Sehmi,Thomas Seufferlein,Jianxin Shi,Karri Silventoinen,Johannes H. Smit,Albert V. Smith,Joanna Smolonska,Alice V. Stanton,Kathleen Stirrups,David J. Stott,Heather M. Stringham,Johan Sundström,Morris A. Swertz,Ann-Christine Syvänen,Bamidele O. Tayo,Gudmar Thorleifsson,Jonathan P. Tyrer,Suzanne C. van Dijk,Natasja M. van Schoor,Nathalie van der Velde,Diana van Heemst,Floor V. A. van Oort,S. H. H. M. Vermeulen,Niek Verweij,Judith M. Vonk,Lindsay L. Waite,Melanie Waldenberger,Roman Wennauer,Lynne R. Wilkens,Christina Willenborg,Tom Wilsgaard,Mary K. Wojczynski,Andrew Wong,Alan F. Wright,Qunyuan Zhang,Dominique Arveiler,Stephan J. L. Bakker,John Beilby,Richard N. Bergman,Sven Bergmann,Reiner Biffar,John Blangero,Dorret I. Boomsma,Stefan R. Bornstein,Pascal Bovet,Paolo Brambilla,Morris J. Brown,Harry Campbell,Mark J. Caulfield,Aravinda Chakravarti,Rory Collins,Francis S. Collins,Dana C. Crawford,L. Adrienne Cupples,John Danesh,Ulf de Faire,Hester M. den Ruijter,Raimund Erbel,Jeanette Erdmann,Johan G. Eriksson,Martin Farrall,Ele Ferrannini,Jean Ferrières,Ian Ford,Nita G. Forouhi,Terrence Forrester,Ron T. Gansevoort,Pablo V. Gejman,Christian Gieger,Alain Golay,Omri Gottesman,Vilmundur Gudnason,Ulf Gyllensten,David W. Haas,Alistair S. Hall,Tamara B. Harris,Andrew T. Hattersley,Andrew C. Heath,Christian Hengstenberg,Andrew A. Hicks,Lucia A. Hindorff,Aroon D. Hingorani,Albert Hofman,G. Kees Hovingh,Steve E. Humphries,Steven C. Hunt,Elina Hyppönen,Kevin B. Jacobs,Marjo-Riitta Järvelin,Pekka Jousilahti,Antti Jula,Jaakko Kaprio,John J. P. Kastelein,Manfred Kayser,Frank Kee,Keinänen-Kiukaanniemi S,Lambertus A. Kiemeney,Jaspal S. Kooner,Charles Kooperberg,Seppo Koskinen,Peter Kovacs,Aldi T. Kraja,Meena Kumari,Johanna Kuusisto,Timo A. Lakka,Claudia Langenberg,Loic Le Marchand,Terho Lehtimäki,Sara Lupoli,Pamela A. F. Madden,Satu Männistö,Paolo Manunta,Andre Marette,Tara C. Matise,Barbara McKnight,Thomas Meitinger,Frans L. Moll,Grant W. Montgomery,Andrew D. Morris,Andrew P. Morris,Jeffrey C. Murray,Mari Nelis,Claes Ohlsson,Albertine J. Oldehinkel,Ken K. Ong,Willem H. Ouwehand,Gerard Pasterkamp,Annette Peters,Peter P. Pramstaller,Jackie F. Price,Lu Qi,Olli T. Raitakari,Tuomo Rankinen,Dabeeru C. Rao,Treva Rice,Marylyn D. Ritchie,Igor Rudan,Veikko Salomaa,Nilesh J. Samani,Jouko Saramies,Mark A. Sarzynski,Peter E. H. Schwarz,Sylvain Sebert,Peter S. Sever,Alan R. Shuldiner,Juha Sinisalo,Valgerdur Steinthorsdottir,Ronald P. Stolk,Jean-Claude Tardif,A Tönjes,Angelo Tremblay,Elena Tremoli,Jarmo Virtamo,Marie-Claude Vohl,Philippe Amouyel,Folkert W. Asselbergs,Themistocles L. Assimes,Murielle Bochud,Bernhard O. Boehm,Eric Boerwinkle,Erwin P. Bottinger,Claude Bouchard,Stéphane Cauchi,John C. Chambers,Stephen J. Chanock,Richard S. Cooper,Paul I.W. de Bakker,George Dedoussis,Luigi Ferrucci,Paul W. Franks,Philippe Froguel,Leif Groop,Christopher A. Haiman,Anders Hamsten,M. Geoffrey Hayes,Jennie Hui,David J. Hunter,Kristian Hveem,J. Wouter Jukema,Robert C. Kaplan,Mika Kivimäki,Diana Kuh,Markku Laakso,Yongmei Liu,Nicholas G. Martin,Winfried März,Mads Melbye,Susanne Moebus,Patricia B. Munroe,Inger Njølstad,Ben A. Oostra,Colin N. A. Palmer,Nancy L. Pedersen,Markus Perola,Louis Pérusse,Ulrike Peters,Joseph E. Powell,Chris Power,Thomas Quertermous,Rainer Rauramaa,Eva Reinmaa,Paul M. Ridker,Fernando Rivadeneira,Jerome I. Rotter,T. Saaristo,Danish Saleheen,David Schlessinger,P. Eline Slagboom,Harold Snieder,Tim D. Spector,Konstantin Strauch,Michael Stumvoll,Jaakko Tuomilehto,Matti Uusitupa,Pim van der Harst,Henry Völzke,Mark Walker,Nicholas J. Wareham,Hugh Watkins,H.-Erich Wichmann,James F. Wilson,Pieter Zanen,Panos Deloukas,Iris M. Heid,Cecilia M. Lindgren,Karen L. Mohlke,Elizabeth K. Speliotes,Unnur Thorsteinsdottir,Inês Barroso,Caroline S. Fox,Kari E. North,David P. Strachan,Jacques S. Beckmann,Sonja I. Berndt,Michael Boehnke,Ingrid B. Borecki,Mark I. McCarthy,Andres Metspalu,Kari Stefansson,André G. Uitterlinden,Cornelia M. van Duijn,Lude Franke,Cristen J. Willer,Alkes L. Price,Guillaume Lettre,Ruth J. F. Loos,Michael N. Weedon,Erik Ingelsson,Jeffrey R. O'Connell,Gonçalo R. Abecasis,Daniel I. Chasman,Michael E. Goddard,Peter M. Visscher,Joel N. Hirschhorn,Timothy M. Frayling +444 more
TLDR
This article identified 697 variants at genome-wide significance that together explained one-fifth of the heritability for adult height, and all common variants together captured 60% of heritability.Abstract:
Using genome-wide data from 253,288 individuals, we identified 697 variants at genome-wide significance that together explained one-fifth of the heritability for adult height. By testing different numbers of variants in independent studies, we show that the most strongly associated ∼2,000, ∼3,700 and ∼9,500 SNPs explained ∼21%, ∼24% and ∼29% of phenotypic variance. Furthermore, all common variants together captured 60% of heritability. The 697 variants clustered in 423 loci were enriched for genes, pathways and tissue types known to be involved in growth and together implicated genes and pathways not highlighted in earlier efforts, such as signaling by fibroblast growth factors, WNT/β-catenin and chondroitin sulfate-related genes. We identified several genes and pathways not previously connected with human skeletal growth, including mTOR, osteoglycin and binding of hyaluronic acid. Our results indicate a genetic architecture for human height that is characterized by a very large but finite number (thousands) of causal variants.read more
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The UK Biobank resource with deep phenotyping and genomic data
Clare Bycroft,Colin Freeman,Desislava Petkova,Desislava Petkova,Gavin Band,Lloyd T. Elliott,Kevin Sharp,Allan Motyer,Damjan Vukcevic,Olivier Delaneau,Olivier Delaneau,Jared O'Connell,Adrian Cortes,Adrian Cortes,Samantha Welsh,Alan Young,Mark Effingham,Gil McVean,Stephen Leslie,Naomi E. Allen,Peter Donnelly,Jonathan Marchini +21 more
TL;DR: Deep phenotype and genome-wide genetic data from 500,000 individuals from the UK Biobank is described, describing population structure and relatedness in the cohort, and imputation to increase the number of testable variants to 96 million.
Journal ArticleDOI
Genetic studies of body mass index yield new insights for obesity biology
Glgc,Icbp,Magic Investigators +2 more
TL;DR: A genome-wide association study and Metabochip meta-analysis of body mass index (BMI), a measure commonly used to define obesity and assess adiposity, in up to 339,224 individuals provide strong support for a role of the central nervous system in obesity susceptibility.
Journal ArticleDOI
An atlas of genetic correlations across human diseases and traits.
Brendan Bulik-Sullivan,Brendan Bulik-Sullivan,Hilary K. Finucane,Verneri Anttila,Verneri Anttila,Alexander Gusev,Felix R. Day,Po-Ru Loh,Po-Ru Loh,Laramie E. Duncan,Laramie E. Duncan,John R. B. Perry,Nick Patterson,Elise B. Robinson,Elise B. Robinson,Mark J. Daly,Mark J. Daly,Alkes L. Price,Alkes L. Price,Benjamin M. Neale,Benjamin M. Neale +20 more
TL;DR: This work introduces a technique—cross-trait LD Score regression—for estimating genetic correlation that requires only GWAS summary statistics and is not biased by sample overlap, and uses this method to estimate 276 genetic correlations among 24 traits.
Genetic studies of body mass index yield new insights for obesity biology
Adam E. Locke,Bratati Kahali,Sonja I. Berndt,Anne E. Justice,Tune H. Pers,Felix R. Day,Corey Powell,Sailaja Vedantam,Martin L. Buchkovich,Jian Yang,Damien C. Croteau-Chonka,Tõnu Esko,Tove Fall,Teresa Ferreira,Stefan Gustafsson,Zoltán Kutalik,Jian'an Luan,Reedik Mägi,Joshua C. Randall,Thomas W. Winkler,Andrew R. Wood,Tsegaselassie Workalemahu,Jessica D. Faul,Jennifer A. Smith,Jing Hua Zhao,Wei Zhao,Jin Chen,Rudolf S N Fehrmann,Åsa K. Hedman,Juha Karjalainen,Ellen M. Schmidt,Devin Absher,Najaf Amin,Denise Anderson,Marian Beekman,Jennifer L. Bolton,Jennifer L. Bragg-Gresham,Steven Buyske,Ayse Demirkan,Guohong Deng,Georg Ehret,Bjarke Feenstra,Mary F. Feitosa,Krista Fischer,Anuj Goel,Jian Gong,Anne U. Jackson,Stavroula Kanoni,Marcus E. Kleber,Kati Kristiansson,Unhee Lim,Vaneet Lotay,Massimo Mangino,Irene Mateo Leach,Carolina Medina-Gomez,Sarah E. Medland,Mike A. Nalls,Cameron D. Palmer,Dorota Pasko,Sonali Pechlivanis,Marjolein Peters,Inga Prokopenko,Dmitry Shungin,Alena Stančáková,Rona J. Strawbridge,Yun Ju Sung,Toshiko Tanaka,Alexander Teumer,Stella Trompet,Sander W. van der Laan,Jessica van Setten,Jana V. van Vliet-Ostaptchouk,Zhaoming Wang,Loic Yengo,Weihua Zhang,Aaron Isaacs,Eva Albrecht,Johan Ärnlöv,Gillian M. Arscott,Antony P. Attwood,Stefania Bandinelli,Amy Barrett,Isabelita Bas,Claire Bellis,Amanda J. Bennett,Christian Berne,Roza Blagieva,Matthias Blüher,Stefan Böhringer,Lori L. Bonnycastle,Yvonne Böttcher,Heather A. Boyd,Marcel Bruinenberg,Ida Henriette Caspersen,Yii-Der Ida Chen,Robert Clarke,E. Warwick Daw,Anton J. M. de Craen,Graciela E. Delgado,Maria Dimitriou,Alex S. F. Doney,Niina Eklund,Karol Estrada,Elodie Eury,Lasse Folkersen,Ross M. Fraser,Melissa E. Garcia,Frank Geller,Vilmantas Giedraitis,Bruna Gigante,Alan S. Go,Alain Golay,Alison H. Goodall,Scott D. Gordon,Mathias Gorski,Hans-Jörgen Grabe,Harald Grallert,Tanja B. Grammer,Jürgen Gräßler,Henrik Grönberg,Christopher J. Groves,Gaëlle Gusto,Jeffrey Haessler,Per Hall,Toomas Haller,Göran Hallmans,Catharina A. Hartman,Maija Hassinen,Caroline Hayward,Nancy L. Heard-Costa,Quinta Helmer,Christian Hengstenberg,Oddgeir L. Holmen,Jouke-Jan Hottenga,Alan James,Janina M. Jeff,Åsa Johansson,Jennifer Jolley,Thorhildur Juliusdottir,Leena Kinnunen,Wolfgang Koenig,Markku Koskenvuo,Wolfgang Kratzer,Jaana Laitinen,Claudia Lamina,Karin Leander,Nanette R. Lee,Peter Lichtner,Lars Lind,Jaana Lindström,Ken Sin Lo,Stéphane Lobbens,Roberto Lorbeer,Yingchang Lu,François Mach,Patrik K. E. Magnusson,Anubha Mahajan,Wendy L. McArdle,Stela McLachlan,Cristina Menni,Sigrun Merger,Evelin Mihailov,Lili Milani,Alireza Moayyeri,Keri L. Monda,Mario A. Morken,Antonella Mulas,Gabriele Müller,Martina Müller-Nurasyid,Arthur W. Musk,Ramaiah Nagaraja,Markus M. Nöthen,Ilja M. Nolte,Stefan Pilz,Nigel W. Rayner,Frida Renström,Rainer Rettig,Janina S. Ried,Stephan Ripke,Neil R. Robertson,Lynda M. Rose,Serena Sanna,Hubert Scharnagl,Salome Scholtens,Fredrick R. Schumacher,William R. Scott,Thomas Seufferlein,Jianxin Shi,Albert V. Smith,Joanna Smolonska,Alice Stanton,Valgerdur Steinthorsdottir,Kathleen Stirrups,Heather M. Stringham,Johan Sundström,Morris A. Swertz,Amy J. Swift,Ann-Christine Syvänen,Sian-Tsung Tan,Bamidele O. Tayo,Barbara Thorand,Gudmar Thorleifsson,Jonathan Tyrer,Hae-Won Uh,Liesbeth Vandenput,Frank C. Verhulst,Sita H. Vermeulen,Niek Verweij,Judith M. Vonk,Lindsay L. Waite,Helen R. Warren,Dawn M. Waterworth,Michael N. Weedon,Lynne R. Wilkens,Christina Willenborg,Tom Wilsgaard,Mary K. Wojczynski,Andrew Wong,Alan F. Wright,Qunyuan Zhang,Eoin P. Brennan,Murim Choi,Zari Dastani,Alexander W. Drong,Per Eriksson,Anders Franco-Cereceda,Jesper R. Gådin,Ali G. Gharavi,Michael E. Goddard,Robert E. Handsaker,Jinyan Huang,Fredrik Karpe,Sekar Kathiresan,Sarah Keildson,Krzysztof Kiryluk,Michiaki Kubo,Jong-Young Lee,Liming Liang,Richard P. Lifton,Baoshan Ma,Steven A. McCarroll,Amy Jayne McKnight,Josine L. Min,Miriam F. Moffatt,Grant W. Montgomery,Joanne M. Murabito,George Nicholson,Dale R. Nyholt,Yukinori Okada,John R. B. Perry,Rajkumar Dorajoo,Eva Reinmaa,Rany M. Salem,Niina Sandholm,Robert A. Scott,Lisette Stolk,Atsushi Takahashi,Toshihiro Tanaka,Ferdinand M. van't Hooft,Anna A. E. Vinkhuyzen,Harm-Jan Westra,Wei Zheng,Krina T. Zondervan,Andrew C. Heath,Dominique Arveiler,Stephan J. L. Bakker,John Beilby,Richard N. Bergman,John Blangero,Pascal Bovet,Harry Campbell,Mark J. Caulfield,Giancarlo Cesana,Aravinda Chakravarti,Daniel I. Chasman,Peter S. Chines,Francis S. Collins,Dana C. Crawford,L. Adrienne Cupples,Daniele Cusi,John Danesh,Ulf de Faire,Hester M. den Ruijter,Anna F. Dominiczak,Raimund Erbel,Jeanette Erdmann,Johan G. Eriksson,Martin Farrall,Stephan B. Felix,Ele Ferrannini,Jean Ferrières,Ian Ford,Nita G. Forouhi,Terrence Forrester,Oscar H. Franco,Ron T. Gansevoort,Pablo V. Gejman,Christian Gieger,Omri Gottesman,Vilmundur Gudnason,Ulf Gyllensten,Alistair S. Hall,Tamara B. Harris,Andrew T. Hattersley,Andrew A. Hicks,Lucia A. Hindorff,Aroon D. Hingorani,Albert Hofman,Georg Homuth,G. Kees Hovingh,Steve E. Humphries,Steven C. Hunt,Elina Hyppönen,Thomas Illig,Kevin B. Jacobs,Marjo-Riitta Järvelin,Karl-Heinz Jöckel,Berit Johansen,Pekka Jousilahti,J. Wouter Jukema,Antti Jula,Jaakko Kaprio,John J.P. Kastelein,Sirkka Keinänen-Kiukaanniemi,Lambertus A. Kiemeney,Paul Knekt,Jaspal S. Kooner,Charles Kooperberg,Peter Kovacs,Aldi T. Kraja,Meena Kumari,Johanna Kuusisto,Timo A. Lakka,Claudia Langenberg,Loic Le Marchand,Terho Lehtimäki,Valeriya Lyssenko,Satu Männistö,André Marette,Tara C. Matise,Colin A. McKenzie,Barbara McKnight,Frans L. Moll,Andrew D. Morris,Andrew P. Morris,Jeffrey C. Murray,Mari Nelis,Claes Ohlsson,Albertine J. Oldehinkel,Ken K. Ong,Pamela A. F. Madden,Gerard Pasterkamp,John F. Peden,Annette Peters,Dirkje S. Postma,Peter P. Pramstaller,Jackie F. Price,Lu Qi,Olli T. Raitakari,Tuomo Rankinen,Dabeeru C. Rao,Treva Rice,Paul M. Ridker,John D. Rioux,Marylyn D. Ritchie,Igor Rudan,Veikko Salomaa,Nilesh J. Samani,Jouko Saramies,Mark A. Sarzynski,Heribert Schunkert,Peter Schwarz,Peter S. Sever,Alan R. Shuldiner,Juha Sinisalo,Ronald P. Stolk,Konstantin Strauch,Anke Tönjes,David-Alexandre Trégouët,Angelo Tremblay,Elena Tremoli,Jarmo Virtamo,Marie-Claude Vohl,Uwe Völker,Gérard Waeber,Gonneke Willemsen,Jacqueline C. M. Witteman,M. Carola Zillikens,Linda S. Adair,Philippe Amouyel,Folkert W. Asselbergs,Themistocles L. Assimes,Murielle Bochud,Bernhard O. Boehm,Eric Boerwinkle,Stefan R. Bornstein,Erwin P. Bottinger,Claude Bouchard,Stéphane Cauchi,John C. Chambers,Stephen J. Chanock,Richard S. Cooper,Paul I.W. de Bakker,George Dedoussis,Luigi Ferrucci,Paul W. Franks,Philippe Froguel,Leif Groop,Christopher A. Haiman,Anders Hamsten,Jennie Hui,David J. Hunter,Kristian Hveem,Robert C. Kaplan,Mika Kivimäki,Diana Kuh,Markku Laakso,Yongmei Liu,Nicholas G. Martin,Winfried März,Mads Melbye,Andres Metspalu,Susanne Moebus,Patricia B. Munroe,Inger Njølstad,Ben A. Oostra,Colin N. A. Palmer,Nancy L. Pedersen,Markus Perola,Louis Pérusse,Ulrike Peters,Chris Power,Thomas Quertermous,Rainer Rauramaa,Fernando Rivadeneira,Timo Saaristo,Danish Saleheen,Naveed Sattar,Eric E. Schadt,David Schlessinger,P. Eline Slagboom,Harold Snieder,Tim D. Spector,Unnur Thorsteinsdottir,Michael Stumvoll,Jaakko Tuomilehto,André G. Uitterlinden,Matti Uusitupa,Pim van der Harst,Mark Walker,Henri Wallaschofski,Nicholas J. Wareham,Hugh Watkins,David R. Weir,H-Erich Wichmann,James F. Wilson,Pieter Zanen,Ingrid B. Borecki,Panos Deloukas,Caroline S. Fox,Iris M. Heid,Jeffrey R. O'Connell,David P. Strachan,Kari Stefansson,Cornelia M. van Duijn,Gonçalo R. Abecasis,Lude Franke,Timothy M. Frayling,Mark I. McCarthy,Peter M. Visscher,André Scherag,Cristen J. Willer,Michael Boehnke,Karen L. Mohlke,Cecilia M. Lindgren,Jacques S. Beckmann,Inês Barroso,Kari E. North,Erik Ingelsson,Joel N. Hirschhorn,Ruth J. F. Loos,Elizabeth K. Speliotes +481 more
TL;DR: This paper conducted a genome-wide association study and meta-analysis of body mass index (BMI), a measure commonly used to define obesity and assess adiposity, in up to 339,224 individuals.
Journal ArticleDOI
10 Years of GWAS Discovery: Biology, Function, and Translation
Peter M. Visscher,Naomi R. Wray,Qian Zhang,Pamela Sklar,Mark I. McCarthy,Matthew A. Brown,Jian Yang +6 more
TL;DR: The remarkable range of discoveriesGWASs has facilitated in population and complex-trait genetics, the biology of diseases, and translation toward new therapeutics are reviewed.
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Biological insights from 108 schizophrenia-associated genetic loci
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Davis,Franziska Degenhardt,Jurgen Del Favero,Ditte Demontis,Ditte Demontis,Dimitris Dikeos,Timothy G. Dinan,Srdjan Djurovic,Gary Donohoe,Gary Donohoe,Elodie Drapeau,Jubao Duan,Frank Dudbridge,Naser Durmishi,Peter Eichhammer,Johan G. Eriksson,Johan G. Eriksson,Valentina Escott-Price,Laurent Essioux,Ayman H. Fanous,Martilias S. Farrell,Josef Frank,Lude Franke,Robert Freedman,Nelson B. Freimer,Marion Friedl,Joseph I. Friedman,Menachem Fromer,Menachem Fromer,Menachem Fromer,Giulio Genovese,Lyudmila Georgieva,Ina Giegling,Ina Giegling,Paola Giusti-Rodríguez,Stephanie Godard,Jacqueline I. Goldstein,Jacqueline I. Goldstein,Vera Golimbet,Srihari Gopal,Jacob Gratten,Lieuwe de Haan,Christian Hammer,Marian L. Hamshere,Mark Hansen,Thomas Hansen,Vahram Haroutunian,Vahram Haroutunian,Annette M. Hartmann,Frans Henskens,Stefan Herms,Stefan Herms,Joel N. Hirschhorn,Joel N. Hirschhorn,Per Hoffmann,Per Hoffmann,A. Hofman,Mads V. Hollegaard,David M. Hougaard,Masashi Ikeda,Inge Joa,Antonio Julià,René S. Kahn,Luba Kalaydjieva,Sena Karachanak-Yankova,Juha Karjalainen,David J. Kavanagh,Matthew C. Keller,James L. Kennedy,Andrey Khrunin,Yunjung Kim,Janis Klovins,James A. Knowles,Bettina Konte,Vaidutis Kučinskas,Zita Ausrele Kucinskiene,Hana Kuzelova-Ptackova,Anna K. Kähler,Claudine Laurent,Jimmy Lee Chee Keong,S. Hong Lee,Sophie E. Legge,Bernard Lerer,Miaoxin Li,Tao Li,Kung-Yee Liang,Jeffrey A. Lieberman,Svetlana A. Limborska,Carmel M. Loughland,Jan Lubinski,Jouko Lönnqvist,Milan Macek,Patrik K. E. Magnusson,Brion S. Maher,Wolfgang Maier,J. Mallet,Sara Marsal,Manuel Mattheisen,Manuel Mattheisen,Manuel Mattheisen,Morten Mattingsdal,Robert W. McCarley,Colm McDonald,Andrew M. McIntosh,Sandra Meier,Carin J. Meijer,Béla Melegh,Ingrid Melle,Raquelle I. Mesholam-Gately,Andres Metspalu,Patricia T. Michie,Lili Milani,Vihra Milanova,Younes Mokrab,Derek W. Morris,Derek W. Morris,Ole Mors,Ole Mors,Kieran C. Murphy,Robin M. Murray,Inez Myin-Germeys,Bertram Mueller-Myhsok,Mari Nelis,Igor Nenadic,Deborah A. Nertney,Gerald Nestadt,Kristin K. Nicodemus,Liene Nikitina-Zake,Laura Nisenbaum,Annelie Nordin,Eadbhard O'Callaghan,Colm O'Dushlaine,F. Anthony O'Neill,Sang-Yun Oh,Ann Olincy,Line Olsen,Jim van Os,Jim van Os,Christos Pantelis,George N. Papadimitriou,Sergi Papiol,Elena Parkhomenko,Michele T. Pato,Tiina Paunio,Tiina Paunio,Milica Pejovic-Milovancevic,Diana O. Perkins,Olli Pietiläinen,Olli Pietiläinen,Jonathan Pimm,Andrew Pocklington,John Powell,Alkes L. Price,Alkes L. Price,Ann E. Pulver,Shaun Purcell,Digby Quested,Henrik B. Rasmussen,Abraham Reichenberg,Mark Reimers,Alexander Richards,Joshua L. Roffman,Panos Roussos,Douglas M. Ruderfer,Douglas M. Ruderfer,Veikko Salomaa,Alan R. Sanders,Ulrich Schall,Christian R. Schubert,Thomas G. Schulze,Thomas G. Schulze,Sibylle G. Schwab,Edward M. Scolnick,Rodney J. Scott,Larry J. Seidman,Jianxin Shi,Engilbert Sigurdsson,Teimuraz Silagadze,Jeremy M. Silverman,Jeremy M. Silverman,Kang Sim,Petr Slominsky,Jordan W. Smoller,Jordan W. Smoller,Hon-Cheong So,Chris C. A. Spencer,Eli A. Stahl,Eli A. Stahl,Hreinn Stefansson,Stacy Steinberg,Elisabeth Stögmann,Richard E. Straub,Eric Strengman,Jana Strohmaier,T. Scott Stroup,Mythily Subramaniam,Jaana Suvisaari,Dragan M. Svrakic,Jin P. Szatkiewicz,Erik Söderman,Srinivas Thirumalai,Draga Toncheva,Sarah Tosato,Juha Veijola,John L. Waddington,Dermot Walsh,Dai Wang,Qiang Wang,Bradley T. Webb,Mark Weiser,Dieter B. Wildenauer,Nigel Williams,Stephanie Williams,Stephanie H. Witt,Aaron R. Wolen,Emily H. M. Wong,Brandon Wormley,Hualin Simon Xi,Clement C. Zai,Xuebin Zheng,Fritz Zimprich,Naomi R. Wray,Kari Stefansson,Peter M. Visscher,Rolf Adolfsson,Ole A. Andreassen,Douglas Blackwood,Elvira Bramon,Joseph D. Buxbaum,Anders D. Børglum,Anders D. Børglum,Sven Cichon,Sven Cichon,Ariel Darvasi,Enrico Domenici,Hannelore Ehrenreich,Tõnu Esko,Tõnu Esko,Tõnu Esko,Pablo V. Gejman,Michael Gill,Hugh Gurling,Christina M. Hultman,Nakao Iwata,Assen Jablensky,Erik G. Jönsson,Erik G. Jönsson,Kenneth S. Kendler,George Kirov,Jo Knight,Todd Lencz,Todd Lencz,Douglas F. Levinson,Qingqin S. Li,Jianjun Liu,Jianjun Liu,Anil K. Malhotra,Anil K. Malhotra,Steven A. McCarroll,Steven A. McCarroll,Andrew McQuillin,Jennifer L. Moran,Preben Bo Mortensen,Preben Bo Mortensen,Bryan J. Mowry,Markus M. Noethen,Roel A. Ophoff,Roel A. Ophoff,Michael John Owen,Aarno Palotie,Aarno Palotie,Aarno Palotie,Carlos N. Pato,Tracey L. Petryshen,Tracey L. Petryshen,Danielle Posthuma,Danielle Posthuma,Marcella Rietschel,Brien P. Riley,Dan Rujescu,Dan Rujescu,Pak C. Sham,Pamela Sklar,David St Clair,Daniel R. Weinberger,Jens R. Wendland,Thomas Werge,Thomas Werge,Mark J. Daly,Mark J. Daly,Patrick F. Sullivan,Patrick F. Sullivan,Michael Conlon O'Donovan +354 more
A global reference for human genetic variation.
Adam Auton,Gonçalo R. Abecasis,David Altshuler,Richard Durbin,David R. Bentley,Aravinda Chakravarti,Andrew G. Clark,Peter Donnelly,Evan E. Eichler,Paul Flicek,Stacey Gabriel,Richard A. Gibbs,Eric D. Green,Matthew E. Hurles,Bartha Maria Knoppers,Jan O. Korbel,Eric S. Lander,Charles Lee,Hans Lehrach,Elaine R. Mardis,Gabor T. Marth,Gil McVean,Deborah A. Nickerson,Jeanette Schmidt,Stephen T. Sherry,Jun Wang,Richard K. Wilson,Eric Boerwinkle,Harsha Doddapaneni,Yi Han,Viktoriya Korchina,Christie Kovar,Sandra L. Lee,Donna M. Muzny,Jeffrey G. Reid,Yiming Zhu,Yuqi Chang,Qiang Feng,Qiang Feng,Xiaodong Fang,Xiaodong Fang,Xiaosen Guo,Xiaosen Guo,Min Jian,Min Jian,Hui Jiang,Hui Jiang,Xin Jin,Tianming Lan,Guoqing Li,Jingxiang Li,Yingrui Li,Shengmao Liu,Xiao Liu,Xiao Liu,Yao Lu,Xuedi Ma,Meifang Tang,Bo Wang,Guangbiao Wang,Honglong Wu,Renhua Wu,Xun Xu,Ye Yin,Dandan Zhang,Wenwei Zhang,Jiao Zhao,Meiru Zhao,Xiaole Zheng,Namrata Gupta,Neda Gharani,Lorraine Toji,Norman P. Gerry,Alissa M. Resch,Jonathan Barker,Laura Clarke,Laurent Gil,Sarah E. Hunt,Gavin Kelman,Eugene Kulesha,Rasko Leinonen,William M. McLaren,Rajesh Radhakrishnan,Asier Roa,Dmitriy Smirnov,Richard Smith,Ian Streeter,Anja Thormann,Iliana Toneva,Brendan Vaughan,Xiangqun Zheng-Bradley,Russell J. Grocock,Sean Humphray,Terena James,Zoya Kingsbury,Ralf Sudbrak,M. Albrecht,Vyacheslav Amstislavskiy,Tatiana A. Borodina,Matthias Lienhard,Florian Mertes,Marc Sultan,Bernd Timmermann,Marie-Laure Yaspo,Lucinda Fulton,Victor Ananiev,Zinaida Belaia,Dimitriy Beloslyudtsev,Nathan Bouk,Chao Chen,Deanna M. Church,Robert M. Cohen,Charles Cook,John Garner,Timothy Hefferon,Mikhail Kimelman,Chunlei Liu,John Lopez,Peter Meric,Chris O’Sullivan,Yuri Ostapchuk,Lon Phan,Sergiy Ponomarov,Valerie A. Schneider,Eugene Shekhtman,Karl Sirotkin,Douglas J. Slotta,Hua Zhang,Senduran Balasubramaniam,John Burton,Petr Danecek,Thomas M. Keane,Anja Kolb-Kokocinski,Shane A. McCarthy,James Stalker,Michael A. Quail,Christopher Davies,Jeremy Gollub,Teresa Webster,Brant Wong,Yiping Zhan,Christopher L. Campbell,Yu Kong,Anthony Marcketta,Fuli Yu,Lilian Antunes,Matthew N. Bainbridge,Aniko Sabo,Zhuoyi Huang,Lachlan J. M. Coin,Lin Fang,Lin Fang,Qibin Li,Zhenyu Li,Haoxiang Lin,Binghang Liu,Ruibang Luo,Haojing Shao,Haojing Shao,Yinlong Xie,Chen Ye,Chang Yu,Fan Zhang,Hancheng Zheng,Zhu Hongmei,Can Alkan,Elif Dal,Fatma Kahveci,Erik Garrison,Deniz Kural,Wan-Ping Lee,Wen Fung Leong,Michael Strömberg,Alistair Ward,Jiantao Wu,Mengyao Zhang,Mark J. Daly,Mark A. DePristo,Robert E. Handsaker,Robert E. Handsaker,Eric Banks,Gaurav Bhatia,Guillermo del Angel,Giulio Genovese,Heng Li,Seva Kashin,Seva Kashin,Steven A. McCarroll,Steven A. McCarroll,James Nemesh,Ryan Poplin,Seungtai Yoon,Jayon Lihm,Vladimir Makarov,Srikanth Gottipati,Alon Keinan,Juan L. Rodriguez-Flores,Tobias Rausch,Markus Hsi-Yang Fritz,Adrian M. Stütz,Kathryn Beal,Avik Datta,Javier Herrero,Graham R. S. Ritchie,Daniel R. Zerbino,Pardis C. Sabeti,Pardis C. Sabeti,Ilya Shlyakhter,Ilya Shlyakhter,Stephen F. Schaffner,Stephen F. Schaffner,Joseph J. Vitti,Joseph J. Vitti,David Neil Cooper,Edward V. Ball,Peter D. Stenson,Bret Barnes,Markus J. Bauer,R. Keira Cheetham,Anthony J. Cox,Michael A. Eberle,Scott Kahn,Lisa Murray,John F. Peden,Richard Shaw,Eimear E. Kenny,Mark A. Batzer,Miriam K. Konkel,Jerilyn A. Walker,Daniel G. MacArthur,Monkol Lek,Ralf Herwig,Li Ding,Daniel C. Koboldt,David E. Larson,Kai Ye,Simon Gravel,Anand Swaroop,Emily Y. Chew,Tuuli Lappalainen,Yaniv Erlich,Melissa Gymrek,Melissa Gymrek,Thomas Willems,Jared T. Simpson,Mark D. Shriver,Jeffrey A. Rosenfeld,Carlos Bustamante,Stephen B. Montgomery,Francisco M. De La Vega,Jake K. Byrnes,Andrew Carroll,Marianne K. DeGorter,Phil Lacroute,Brian K. Maples,Alicia R. Martin,Andrés Moreno-Estrada,Andrés Moreno-Estrada,Suyash Shringarpure,Fouad Zakharia,Eran Halperin,Eran Halperin,Yael Baran,Eliza Cerveira,Jaeho Hwang,Ankit Malhotra,Dariusz Plewczynski,Kamen Radew,Mallory Romanovitch,Chengsheng Zhang,Fiona Hyland,David Craig,Alexis Christoforides,Nils Homer,Tyler Izatt,Ahmet Kurdoglu,Shripad Sinari,Kevin Squire,Chunlin Xiao,Jonathan Sebat,Danny Antaki,Madhusudan Gujral,Amina Noor,Kenny Ye,Esteban G. Burchard,Ryan D. Hernandez,Christopher R. Gignoux,David Haussler,David Haussler,Sol Katzman,W. James Kent,Bryan Howie,Andres Ruiz-Linares,Emmanouil T. Dermitzakis,Emmanouil T. Dermitzakis,Scott E. Devine,Hyun Min Kang,Jeffrey M. Kidd,Thomas W. Blackwell,Sean Caron,Wei Chen,S. Emery,Lars G. Fritsche,Christian Fuchsberger,Goo Jun,Goo Jun,Bingshan Li,Robert H. Lyons,Chris Scheller,Carlo Sidore,Carlo Sidore,Carlo Sidore,Shiya Song,Elzbieta Sliwerska,Daniel Taliun,Adrian Tan,Ryan P. Welch,Mary Kate Wing,Xiaowei Zhan,Philip Awadalla,Philip Awadalla,Alan Hodgkinson,Yun Li,Xinghua Shi,Andrew Quitadamo,Gerton Lunter,Jonathan Marchini,Simon Myers,Claire Churchhouse,Olivier Delaneau,Olivier Delaneau,Anjali Gupta-Hinch,Warren W. Kretzschmar,Zamin Iqbal,Iain Mathieson,Androniki Menelaou,Androniki Menelaou,Andy Rimmer,Dionysia Kiara Xifara,Taras K. Oleksyk,Yunxin Fu,Xiaoming Liu,Momiao Xiong,Lynn B. Jorde,David J. Witherspoon,Jinchuan Xing,Brian L. Browning,Sharon R. Browning,Fereydoun Hormozdiari,Peter H. Sudmant,Ekta Khurana,Chris Tyler-Smith,Cornelis A. Albers,Qasim Ayub,Yuan Chen,Vincenza Colonna,Vincenza Colonna,Luke Jostins,Klaudia Walter,Yali Xue,Mark Gerstein,Alexej Abyzov,Suganthi Balasubramanian,Jieming Chen,Declan Clarke,Yao Fu,Arif Harmanci,Mike Jin,Dong-Hoon Lee,Jeremy Liu,Xinmeng Jasmine Mu,Xinmeng Jasmine Mu,Jing Zhang,Yan Zhang,Christopher Hartl,Khalid Shakir,Jeremiah D. Degenhardt,Sascha Meiers,Benjamin Raeder,Francesco Paolo Casale,Oliver Stegle,Eric-Wubbo Lameijer,Ira M. Hall,Vineet Bafna,Jacob J. Michaelson,Eugene J. Gardner,Ryan E. Mills,Gargi Dayama,Ken Chen,Xian Fan,Zechen Chong,Tenghui Chen,Mark Chaisson,John Huddleston,Maika Malig,Bradley J. Nelson,Nicholas F. Parrish,Ben Blackburne,Sarah J. Lindsay,Zemin Ning,Yujun Zhang,Hugo Y. K. Lam,Cristina Sisu,Danny Challis,Uday S. Evani,James T. Lu,Uma Nagaswamy,Jin Yu,Wangshen Li,Lukas Habegger,Haiyuan Yu,Fiona Cunningham,Ian Dunham,Kasper Lage,Kasper Lage,Jakob Berg Jespersen,Jakob Berg Jespersen,Jakob Berg Jespersen,Heiko Horn,Heiko Horn,Donghoon Kim,Rob DeSalle,Apurva Narechania,Melissa A. Wilson Sayres,Fernando L. Mendez,G. David Poznik,Peter A. Underhill,David Mittelman,Ruby Banerjee,Maria Cerezo,Thomas W. Fitzgerald,Sandra Louzada,Andrea Massaia,Fengtang Yang,Divya Kalra,Walker Hale,Xu Dan,Kathleen C. Barnes,Christine Beiswanger,Hongyu Cai,Hongzhi Cao,Hongzhi Cao,Brenna M. Henn,Danielle Jones,Jane Kaye,Alastair Kent,Angeliki Kerasidou,Rasika A. Mathias,Pilar N. Ossorio,Michael Parker,Charles N. Rotimi,Charmaine D.M. Royal,Karla Sandoval,Yeyang Su,Zhongming Tian,Sarah A. Tishkoff,Marc Via,Yuhong Wang,Huanming Yang,Ling Yang,Jiayong Zhu,Walter F. Bodmer,Gabriel Bedoya,Zhiming Cai,Yang Gao,Jiayou Chu,Leena Peltonen,Andrés C. García-Montero,Alberto Orfao,Julie Dutil,Juan Carlos Martínez-Cruzado,R. Mathias,Anselm Hennis,Harold Watson,Colin A. McKenzie,Firdausi Qadri,Regina C. LaRocque,Xiaoyan Deng,Danny Asogun,Onikepe A. Folarin,Christian T. Happi,Omonwunmi Omoniwa,Matt Stremlau,Matt Stremlau,Ridhi Tariyal,Ridhi Tariyal,M Jallow,M Jallow,Fatoumatta Sisay Joof,Fatoumatta Sisay Joof,Tumani Corrah,Tumani Corrah,Kirk A. Rockett,Kirk A. Rockett,Dominic P. Kwiatkowski,Dominic P. Kwiatkowski,Jaspal S. Kooner,Tran Tinh Hien,Sarah J. Dunstan,Sarah J. Dunstan,Nguyen ThuyHang,Richard Fonnie,Robert F. Garry,Lansana Kanneh,Lina M. Moses,John S. Schieffelin,Donald S. Grant,Carla Gallo,Giovanni Poletti,Danish Saleheen,Asif Rasheed,Lisa D. Brooks,Adam Felsenfeld,Jean E. McEwen,Yekaterina Vaydylevich,Audrey Duncanson,Michael Dunn,Jeffery A. Schloss +517 more