Open Access
Association analyses of 249,796 individuals reveal 18 new loci associated with body mass index
Elizabeth K. Speliotes,Cristen J. Willer,Sonja I. Berndt,Keri L. Monda,Gudmar Thorleifsson,Anne U. Jackson,H Lango Allen,Cecilia M. Lindgren,Jian'an Luan,Reedik Mägi,Joshua C. Randall,Sailaja Vedantam,Thomas W. Winkler,Lu Qi,Tsegaselassie Workalemahu,Iris M. Heid,Valgerdur Steinthorsdottir,Heather M. Stringham,Michael N. Weedon,Eleanor Wheeler,Andrew R. Wood,Teresa Ferreira,Robert J. Weyant,Ayellet V. Segrè,K. Estrada,Liming Liang,James Nemesh,Ju-Hyun Park,Stefan Gustafsson,Tuomas O. Kilpeläinen,Jian Yang,Nabila Bouatia-Naji,Tõnu Esko,Mary F. Feitosa,Zoltán Kutalik,Massimo Mangino,Soumya Raychaudhuri,André Scherag,Albert V. Smith,Ryan P. Welch,Jing Hua Zhao,Katja K.H. Aben,Devin Absher,Najaf Amin,Anna L. Dixon,Eva Fisher,Nicole L. Glazer,Michael E. Goddard,Nancy L. Heard-Costa,Volker Hoesel,Jouke-Jan Hottenga,Åsa Johansson,Toby Johnson,Shamika Ketkar,Claudia Lamina,Shengxu Li,MF Moffatt,Richard H. Myers,Narisu Narisu,John R. B. Perry,Maire Peters,Michael Preuss,Samuli Ripatti,Fernando Rivadeneira,Camilla H. Sandholt,Laura J. Scott,Nicholas J. Timpson,Jonathan Tyrer,S. van Wingerden,Richard M. Watanabe,Charles L. White,Fredrik Wiklund,Cristina Barlassina,Daniel I. Chasman,Mark E. Cooper,John-Olov Jansson,Robert W. Lawrence,Niina Pellikka,Inga Prokopenko,Jianxin Shi,Elisabeth Thiering,Helene Alavere,Maria Teresa Sciarrone Alibrandi,Peter Almgren,Andreas Arnold,Thor Aspelund,Larry D. Atwood,Beverley Balkau,Anthony J. Balmforth,Amanda J. Bennett,Yoav Ben-Shlomo,Richard N. Bergman,Sven Bergmann,Heike Biebermann,Alexandra I. F. Blakemore,Tanja Boes,Lori L. Bonnycastle,Stefan R. Bornstein,Michael Brown,Thomas A. Buchanan,Fabio Busonero,Harry Campbell,Francesco P. Cappuccio,Christine Cavalcanti-Proença,Y. D. Chen,C. M. Chen,Peter S. Chines,Robert Clarke,Lachlan J. M. Coin,John M. C. Connell,Ian N.M. Day,M. den Heijer,Jubao Duan,Shah Ebrahim,Paul Elliott,Roberto Elosua,G. Eiriksdottir,Mike Erdos,Johan G. Eriksson,Maurizio Facheris,Stephan B. Felix,Pamela Fischer-Posovszky,Aaron R. Folsom,Nele Friedrich,Nelson B. Freimer,Mao Fu,Stéphane Gaget,Pablo V. Gejman,Eco J. C. de Geus,Christian Gieger,Anette P. Gjesing,Anuj Goel,Philippe Goyette,Harald Grallert,Jürgen Grässler,Danielle M. Greenawalt,C J Groves,Vilmundur Gudnason,Candace Guiducci,A.-L. Hartikainen,N Hassanali,Alistair S. Hall,Aki S. Havulinna,Caroline Hayward,Andrew C. Heath,Christian Hengstenberg,Andrew A. Hicks,Anke Hinney,Albert Hofman,G. Homuth,Jennie Hui,Wilmar Igl,Carlos Iribarren,Bo Isomaa,Kevin B. Jacobs,Ivonne Jarick,Elizabeth S. Jewell,Ulrich John,Torben Jørgensen,P. Jousilahti,A. Jula,Marika Kaakinen,Eero Kajantie,Lee M. Kaplan,Sekar Kathiresan,Johannes Kettunen,Leena Kinnunen,Joshua W. Knowles,Ivana Kolcic,Inke R. König,Seppo Koskinen,Peter Kovacs,Johanna Kuusisto,Peter Kraft,Kirsti Kvaløy,Jaana Laitinen,Olivier Lantieri,Chiara Lanzani,Lenore J. Launer,Cécile Lecoeur,Terho Lehtimäki,Guillaume Lettre,Jianjun Liu,Marja-Liisa Lokki,Mattias Lorentzon,Robert Luben,Barbara Ludwig,Paolo Manunta,Diana Marek,Michel Marre,Nicholas G. Martin,Wendy L. McArdle,Alun D. McCarthy,Barbara McKnight,Thomas Meitinger,Olle Melander,David Meyre,Kristian Midthjell,Grant W. Montgomery,M. A. Morken,Andrew P. Morris,Rosanda Mulić,Julius S. Ngwa,Mari Nelis,Matt Neville,Dale R. Nyholt,Christopher J. O'Donnell,Stephen O'Rahilly,Ken K. Ong,Ben A. Oostra,Guillaume Paré,Alex N. Parker,Markus Perola,Irene Pichler,Kirsi H. Pietiläinen,Carl Platou,Ozren Polasek,A Pouta,Suzanne Rafelt,Olli T. Raitakari,Nigel W. Rayner,Martin Ridderstråle,Winfried Rief,Aimo Ruokonen,Neil R. Robertson,Peter Rzehak,Veikko Salomaa,Alan R. Sanders,Manjinder S. Sandhu,Serena Sanna,Jouko Saramies,Markku J. Savolainen,S. Scherag,Sabine Schipf,Stefan Schreiber,Heribert Schunkert,Kaisa Silander,Juha Sinisalo,David S. Siscovick,J.H. Smit,Nicole Soranzo,Ulla Sovio,J. Stephens,Ida Surakka,Amy J. Swift,M. L. Tammesoo,Jean-Claude Tardif,Maris Teder-Laving,Tanya M. Teslovich,John R. Thompson,Brian Thomson,A Tönjes,Tiinamaija Tuomi,J.B. van Meurs,G.J.B. van Ommen,Vincent Vatin,Jorma Viikari,Sophie Visvikis-Siest,Veronique Vitart,Charlotte Vogel,Benjamin F. Voight,Lindsay L. Waite,Henri Wallaschofski,G B Walters,E. Widen,Susanna Wiegand,Sarah H. Wild,Gonneke Willemsen,Daniel R. Witte,Jacqueline C. M. Witteman,Jianfeng Xu,Qunyuan Zhang,Lina Zgaga,Andreas Ziegler,P. Zitting,John Beilby,I S Farooqi,Johannes Hebebrand,Heikki V. Huikuri,Alan L. James,Mika Kähönen,Douglas F. Levinson,Fabio Macciardi,Markku S. Nieminen,Claes Ohlsson,Lyle J. Palmer,Paul M. Ridker,Michael Stumvoll,Jacques S. Beckmann,H. Boeing,Eric Boerwinkle,Dorret I. Boomsma,Mark J. Caulfield,Stephen J. Chanock,Francis S. Collins,L. A. Cupples,George Davey Smith,Jeanette Erdmann,Philippe Froguel,Henrik Grönberg,Ulf Gyllensten,Per Hall,Torben Hansen,Tamara B. Harris,Andrew T. Hattersley,Richard B. Hayes,Joachim Heinrich,Frank B. Hu,Kristian Hveem,Thomas Illig,Marjo-Riitta Järvelin,Jaakko Kaprio,Fredrik Karpe,Kay-Tee Khaw,Lambertus A. Kiemeney,Heiko Krude,Markku Laakso,Debbie A Lawlor,Andres Metspalu,Patricia B. Munroe,Willem H. Ouwehand,Oluf Pedersen,Brenda W.J.H. Penninx,Annette Peters,Peter P. Pramstaller,Thomas Quertermous,Thomas Reinehr,A. Rissanen,Igor Rudan,Nilesh J. Samani,Peter Schwarz,Alan R. Shuldiner,Tim D. Spector,Jaakko Tuomilehto,Manuela Uda,André G. Uitterlinden,Valle Tt,Martin Wabitsch,G. Waeber,Nicholas J. Wareham,Hugh Watkins,James F. Wilson,Alan F. Wright,M. C. Zillikens,Nilanjan Chatterjee,Steven A. McCarroll,Shaun Purcell,Eric E. Schadt,Peter M. Visscher,Themistocles L. Assimes,Ingrid B. Borecki,Panos Deloukas,Caroline S. Fox,Leif Groop,Talin Haritunians,David J. Hunter,Robert C. Kaplan,Karen L. Mohlke,Jeffrey R. O'Connell,Leena Peltonen,David Schlessinger,David P. Strachan,C M van Duijn,H. E. Wichmann,Timothy M. Frayling,Unnur Thorsteinsdottir,Gonçalo R. Abecasis,Inês Barroso,Michael Boehnke,Kari Stefansson,Kari E. North,Mark I. McCarthy,Joel N. Hirschhorn,Erik Ingelsson,Ruth J. F. Loos +374 more
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TLDR
18 new loci associated with body mass index are identified, one of which includes a copy number variant near GPRC5B, and genes in other newly associated loci may provide new insights into human body weight regulation.Abstract:
Obesity is globally prevalent and highly heritable, but its underlying genetic factors remain largely elusive. To identify genetic loci for obesity susceptibility, we examined associations between body mass index and approximately 2.8 million SNPs in up to 123,865 individuals with targeted follow up of 42 SNPs in up to 125,931 additional individuals. We confirmed 14 known obesity susceptibility loci and identified 18 new loci associated with body mass index (P < 5 x 10(-)(8)), one of which includes a copy number variant near GPRC5B. Some loci (at MC4R, POMC, SH2B1 and BDNF) map near key hypothalamic regulators of energy balance, and one of these loci is near GIPR, an incretin receptor. Furthermore, genes in other newly associated loci may provide new insights into human body weight regulation.read more
Citations
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Journal ArticleDOI
LD score regression distinguishes confounding from polygenicity in genome-wide association studies :
Brendan Bulik-Sullivan,Po-Ru Loh,Hilary K. Finucane,Stephan Ripke,Jian Yang,Nick Patterson,Mark J. Daly,Alkes L. Price,Benjamin M. Neale +8 more
TL;DR: It is found that polygenicity accounts for the majority of the inflation in test statistics in many GWAS of large sample size, and the LD Score regression intercept can be used to estimate a more powerful and accurate correction factor than genomic control.
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
Richness of human gut microbiome correlates with metabolic markers
Trine Nielsen,Junjie Qin,Edi Prifti,Falk Hildebrand,Gwen Falony,Mathieu Almeida,Manimozhiyan Arumugam,Jean-Michel Batto,Sean Kennedy,Pierre Leonard,Junhua Li,Kristoffer Sølvsten Burgdorf,Niels Grarup,Torben Jørgensen,Torben Jørgensen,Torben Jørgensen,Ivan Brandslund,Henrik Nielsen,Agnieszka S. Juncker,Marcelo Bertalan,Florence Levenez,Nicolas Pons,Simon Rasmussen,Shinichi Sunagawa,Julien Tap,Sebastian Tims,Erwin G. Zoetendal,Søren Brunak,Karine Clément,Karine Clément,Joël Doré,Michiel Kleerebezem,Karsten Kristiansen,Pierre Renault,Thomas Sicheritz-Pontén,Willem M. de Vos,Willem M. de Vos,Jean-Daniel Zucker,Jean-Daniel Zucker,Jean-Daniel Zucker,Jeroen Raes,Torben Hansen,Torben Hansen,Peer Bork,Jun Wang,S. Dusko Ehrlich,Oluf Pedersen +46 more
TL;DR: The authors' classifications based on variation in the gut microbiome identify subsets of individuals in the general white adult population who may be at increased risk of progressing to adiposity-associated co-morbidities.
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.
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A common variant in the FTO gene is associated with body mass index and predisposes to childhood and adult obesity
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Biological, clinical and population relevance of 95 loci for blood lipids
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PLINK: A Tool Set for Whole-Genome Association and Population-Based Linkage Analyses
Finding the missing heritability of complex diseases
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