A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape

Past genome-wide associate studies have identified hundreds of genetic loci that influence body size and shape when examined one trait at a time. Here, Jeff and colleagues develop an aggregate score of various body traits, and use meta-analysis to find new loci linked to body shape.

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Autores principales:	Janina S. Ried, Janina Jeff M., Audrey Y. Chu, Jennifer L. Bragg-Gresham, Jenny van Dongen, Jennifer E. Huffman, Tarunveer S. Ahluwalia, Gemma Cadby, Niina Eklund, Joel Eriksson, Tõnu Esko, Mary F. Feitosa, Anuj Goel, Mathias Gorski, Caroline Hayward, Nancy L. Heard-Costa, Anne U. Jackson, Eero Jokinen, Stavroula Kanoni, Kati Kristiansson, Zoltán Kutalik, Jari Lahti, Jian'an Luan, Reedik Mägi, Anubha Mahajan, Massimo Mangino, Carolina Medina-Gomez, Keri L. Monda, Ilja M. Nolte, Louis Pérusse, Inga Prokopenko, Lu Qi, Lynda M. Rose, Erika Salvi, Megan T. Smith, Harold Snieder, Alena Stančáková, Yun Ju Sung, Ioanna Tachmazidou, Alexander Teumer, Gudmar Thorleifsson, Pim van der Harst, Ryan W. Walker, Sophie R. Wang, Sarah H. Wild, Sara M. Willems, Andrew Wong, Weihua Zhang, Eva Albrecht, Alexessander Couto Alves, Stephan J. L. Bakker, Cristina Barlassina, Traci M. Bartz, John Beilby, Claire Bellis, Richard N. Bergman, Sven Bergmann, John Blangero, Matthias Blüher, Eric Boerwinkle, Lori L. Bonnycastle, Stefan R. Bornstein, Marcel Bruinenberg, Harry Campbell, Yii-Der Ida Chen, Charleston W. K. Chiang, Peter S. Chines, Francis S Collins, Fracensco Cucca, L Adrienne Cupples, Francesca D’Avila, Eco J .C. de Geus, George Dedoussis, Maria Dimitriou, Angela Döring, Johan G. Eriksson, Aliki-Eleni Farmaki, Martin Farrall, Teresa Ferreira, Krista Fischer, Nita G. Forouhi, Nele Friedrich, Anette Prior Gjesing, Nicola Glorioso, Mariaelisa Graff, Harald Grallert, Niels Grarup, Jürgen Gräßler, Jagvir Grewal, Anders Hamsten, Marie Neergaard Harder, Catharina A. Hartman, Maija Hassinen, Nicholas Hastie, Andrew Tym Hattersley, Aki S. Havulinna, Markku Heliövaara, Hans Hillege, Albert Hofman, Oddgeir Holmen, Georg Homuth, Jouke-Jan Hottenga, Jennie Hui, Lise Lotte Husemoen, Pirro G. Hysi, Aaron Isaacs, Till Ittermann, Shapour Jalilzadeh, Alan L. James, Torben Jørgensen, Pekka Jousilahti, Antti Jula, Johanne Marie Justesen, Anne E. Justice, Mika Kähönen, Maria Karaleftheri, Kay Tee Khaw, Sirkka M. Keinanen-Kiukaanniemi, Leena Kinnunen, Paul B. Knekt, Heikki A. Koistinen, Ivana Kolcic, Ishminder K. Kooner, Seppo Koskinen, Peter Kovacs, Theodosios Kyriakou, Tomi Laitinen, Claudia Langenberg, Alexandra M. Lewin, Peter Lichtner, Cecilia M. Lindgren, Jaana Lindström, Allan Linneberg, Roberto Lorbeer, Mattias Lorentzon, Robert Luben, Valeriya Lyssenko, Satu Männistö, Paolo Manunta, Irene Mateo Leach, Wendy L. McArdle, Barbara Mcknight, Karen L. Mohlke, Evelin Mihailov, Lili Milani, Rebecca Mills, May E. Montasser, Andrew P. Morris, Gabriele Müller, Arthur W. Musk, Narisu Narisu, Ken K. Ong, Ben A. Oostra, Clive Osmond, Aarno Palotie, James S. Pankow, Lavinia Paternoster, Brenda W. Penninx, Irene Pichler, Maria G. Pilia, Ozren Polašek, Peter P. Pramstaller, Olli T Raitakari, Tuomo Rankinen, D. C. Rao, Nigel W. Rayner, Rasmus Ribel-Madsen, Treva K. Rice, Marcus Richards, Paul M. Ridker, Fernando Rivadeneira, Kathy A. Ryan, Serena Sanna, Mark A. Sarzynski, Salome Scholtens, Robert A. Scott, Sylvain Sebert, Lorraine Southam, Thomas Hempel Sparsø, Valgerdur Steinthorsdottir, Kathleen Stirrups, Ronald P. Stolk, Konstantin Strauch, Heather M. Stringham, Morris A. Swertz, Amy J. Swift, Anke Tönjes, Emmanouil Tsafantakis, Peter J. van der Most, Jana V. Van Vliet-Ostaptchouk, Liesbeth Vandenput, Erkki Vartiainen, Cristina Venturini, Niek Verweij, Jorma S. Viikari, Veronique Vitart, Marie-Claude Vohl, Judith M. Vonk, Gérard Waeber, Elisabeth Widén, Gonneke Willemsen, Tom Wilsgaard, Thomas W. Winkler, Alan F. Wright, Laura M. Yerges-Armstrong, Jing Hua Zhao, M. Carola Zillikens, Dorret I. Boomsma, Claude Bouchard, John C. Chambers, Daniel I. Chasman, Daniele Cusi, Ron T. Gansevoort, Christian Gieger, Torben Hansen, Andrew A. Hicks, Frank Hu, Kristian Hveem, Marjo-Riitta Jarvelin, Eero Kajantie, Jaspal S. Kooner, Diana Kuh, Johanna Kuusisto, Markku Laakso, Timo A. Lakka, Terho Lehtimäki, Andres Metspalu, Inger Njølstad, Claes Ohlsson, Albertine J. Oldehinkel, Lyle J. Palmer, Oluf Pedersen, Markus Perola, Annette Peters, Bruce M. Psaty, Hannu Puolijoki, Rainer Rauramaa, Igor Rudan, Veikko Salomaa, Peter E. H. Schwarz, Alan R. Shudiner, Jan H. Smit, Thorkild I. A. Sørensen, Timothy D. Spector, Kari Stefansson, Michael Stumvoll, Angelo Tremblay, Jaakko Tuomilehto, André G. Uitterlinden, Matti Uusitupa, Uwe Völker, Peter Vollenweider, Nicholas J. Wareham, Hugh Watkins, James F. Wilson, Eleftheria Zeggini, Goncalo R. Abecasis, Michael Boehnke, Ingrid B. Borecki, Panos Deloukas, Cornelia M. van Duijn, Caroline Fox, Leif C. Groop, Iris M. Heid, David J. Hunter, Robert C. Kaplan, Mark I. McCarthy, Kari E. North, Jeffrey R. O'Connell, David Schlessinger, Unnur Thorsteinsdottir, David P. Strachan, Timothy Frayling, Joel N. Hirschhorn, Martina Müller-Nurasyid, Ruth J. F. Loos
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2016
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/f36bd59969d44358bd7caf32e2240b93
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id	oai:doaj.org-article:f36bd59969d44358bd7caf32e2240b93
record_format	dspace
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Janina S. Ried Janina Jeff M. Audrey Y. Chu Jennifer L. Bragg-Gresham Jenny van Dongen Jennifer E. Huffman Tarunveer S. Ahluwalia Gemma Cadby Niina Eklund Joel Eriksson Tõnu Esko Mary F. Feitosa Anuj Goel Mathias Gorski Caroline Hayward Nancy L. Heard-Costa Anne U. Jackson Eero Jokinen Stavroula Kanoni Kati Kristiansson Zoltán Kutalik Jari Lahti Jian'an Luan Reedik Mägi Anubha Mahajan Massimo Mangino Carolina Medina-Gomez Keri L. Monda Ilja M. Nolte Louis Pérusse Inga Prokopenko Lu Qi Lynda M. Rose Erika Salvi Megan T. Smith Harold Snieder Alena Stančáková Yun Ju Sung Ioanna Tachmazidou Alexander Teumer Gudmar Thorleifsson Pim van der Harst Ryan W. Walker Sophie R. Wang Sarah H. Wild Sara M. Willems Andrew Wong Weihua Zhang Eva Albrecht Alexessander Couto Alves Stephan J. L. Bakker Cristina Barlassina Traci M. Bartz John Beilby Claire Bellis Richard N. Bergman Sven Bergmann John Blangero Matthias Blüher Eric Boerwinkle Lori L. Bonnycastle Stefan R. Bornstein Marcel Bruinenberg Harry Campbell Yii-Der Ida Chen Charleston W. K. Chiang Peter S. Chines Francis S Collins Fracensco Cucca L Adrienne Cupples Francesca D’Avila Eco J .C. de Geus George Dedoussis Maria Dimitriou Angela Döring Johan G. Eriksson Aliki-Eleni Farmaki Martin Farrall Teresa Ferreira Krista Fischer Nita G. Forouhi Nele Friedrich Anette Prior Gjesing Nicola Glorioso Mariaelisa Graff Harald Grallert Niels Grarup Jürgen Gräßler Jagvir Grewal Anders Hamsten Marie Neergaard Harder Catharina A. Hartman Maija Hassinen Nicholas Hastie Andrew Tym Hattersley Aki S. Havulinna Markku Heliövaara Hans Hillege Albert Hofman Oddgeir Holmen Georg Homuth Jouke-Jan Hottenga Jennie Hui Lise Lotte Husemoen Pirro G. Hysi Aaron Isaacs Till Ittermann Shapour Jalilzadeh Alan L. James Torben Jørgensen Pekka Jousilahti Antti Jula Johanne Marie Justesen Anne E. Justice Mika Kähönen Maria Karaleftheri Kay Tee Khaw Sirkka M. Keinanen-Kiukaanniemi Leena Kinnunen Paul B. Knekt Heikki A. Koistinen Ivana Kolcic Ishminder K. Kooner Seppo Koskinen Peter Kovacs Theodosios Kyriakou Tomi Laitinen Claudia Langenberg Alexandra M. Lewin Peter Lichtner Cecilia M. Lindgren Jaana Lindström Allan Linneberg Roberto Lorbeer Mattias Lorentzon Robert Luben Valeriya Lyssenko Satu Männistö Paolo Manunta Irene Mateo Leach Wendy L. McArdle Barbara Mcknight Karen L. Mohlke Evelin Mihailov Lili Milani Rebecca Mills May E. Montasser Andrew P. Morris Gabriele Müller Arthur W. Musk Narisu Narisu Ken K. Ong Ben A. Oostra Clive Osmond Aarno Palotie James S. Pankow Lavinia Paternoster Brenda W. Penninx Irene Pichler Maria G. Pilia Ozren Polašek Peter P. Pramstaller Olli T Raitakari Tuomo Rankinen D. C. Rao Nigel W. Rayner Rasmus Ribel-Madsen Treva K. Rice Marcus Richards Paul M. Ridker Fernando Rivadeneira Kathy A. Ryan Serena Sanna Mark A. Sarzynski Salome Scholtens Robert A. Scott Sylvain Sebert Lorraine Southam Thomas Hempel Sparsø Valgerdur Steinthorsdottir Kathleen Stirrups Ronald P. Stolk Konstantin Strauch Heather M. Stringham Morris A. Swertz Amy J. Swift Anke Tönjes Emmanouil Tsafantakis Peter J. van der Most Jana V. Van Vliet-Ostaptchouk Liesbeth Vandenput Erkki Vartiainen Cristina Venturini Niek Verweij Jorma S. Viikari Veronique Vitart Marie-Claude Vohl Judith M. Vonk Gérard Waeber Elisabeth Widén Gonneke Willemsen Tom Wilsgaard Thomas W. Winkler Alan F. Wright Laura M. Yerges-Armstrong Jing Hua Zhao M. Carola Zillikens Dorret I. Boomsma Claude Bouchard John C. Chambers Daniel I. Chasman Daniele Cusi Ron T. Gansevoort Christian Gieger Torben Hansen Andrew A. Hicks Frank Hu Kristian Hveem Marjo-Riitta Jarvelin Eero Kajantie Jaspal S. Kooner Diana Kuh Johanna Kuusisto Markku Laakso Timo A. Lakka Terho Lehtimäki Andres Metspalu Inger Njølstad Claes Ohlsson Albertine J. Oldehinkel Lyle J. Palmer Oluf Pedersen Markus Perola Annette Peters Bruce M. Psaty Hannu Puolijoki Rainer Rauramaa Igor Rudan Veikko Salomaa Peter E. H. Schwarz Alan R. Shudiner Jan H. Smit Thorkild I. A. Sørensen Timothy D. Spector Kari Stefansson Michael Stumvoll Angelo Tremblay Jaakko Tuomilehto André G. Uitterlinden Matti Uusitupa Uwe Völker Peter Vollenweider Nicholas J. Wareham Hugh Watkins James F. Wilson Eleftheria Zeggini Goncalo R. Abecasis Michael Boehnke Ingrid B. Borecki Panos Deloukas Cornelia M. van Duijn Caroline Fox Leif C. Groop Iris M. Heid David J. Hunter Robert C. Kaplan Mark I. McCarthy Kari E. North Jeffrey R. O'Connell David Schlessinger Unnur Thorsteinsdottir David P. Strachan Timothy Frayling Joel N. Hirschhorn Martina Müller-Nurasyid Ruth J. F. Loos A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape
description	Past genome-wide associate studies have identified hundreds of genetic loci that influence body size and shape when examined one trait at a time. Here, Jeff and colleagues develop an aggregate score of various body traits, and use meta-analysis to find new loci linked to body shape.
format	article
author	Janina S. Ried Janina Jeff M. Audrey Y. Chu Jennifer L. Bragg-Gresham Jenny van Dongen Jennifer E. Huffman Tarunveer S. Ahluwalia Gemma Cadby Niina Eklund Joel Eriksson Tõnu Esko Mary F. Feitosa Anuj Goel Mathias Gorski Caroline Hayward Nancy L. Heard-Costa Anne U. Jackson Eero Jokinen Stavroula Kanoni Kati Kristiansson Zoltán Kutalik Jari Lahti Jian'an Luan Reedik Mägi Anubha Mahajan Massimo Mangino Carolina Medina-Gomez Keri L. Monda Ilja M. Nolte Louis Pérusse Inga Prokopenko Lu Qi Lynda M. Rose Erika Salvi Megan T. Smith Harold Snieder Alena Stančáková Yun Ju Sung Ioanna Tachmazidou Alexander Teumer Gudmar Thorleifsson Pim van der Harst Ryan W. Walker Sophie R. Wang Sarah H. Wild Sara M. Willems Andrew Wong Weihua Zhang Eva Albrecht Alexessander Couto Alves Stephan J. L. Bakker Cristina Barlassina Traci M. Bartz John Beilby Claire Bellis Richard N. Bergman Sven Bergmann John Blangero Matthias Blüher Eric Boerwinkle Lori L. Bonnycastle Stefan R. Bornstein Marcel Bruinenberg Harry Campbell Yii-Der Ida Chen Charleston W. K. Chiang Peter S. Chines Francis S Collins Fracensco Cucca L Adrienne Cupples Francesca D’Avila Eco J .C. de Geus George Dedoussis Maria Dimitriou Angela Döring Johan G. Eriksson Aliki-Eleni Farmaki Martin Farrall Teresa Ferreira Krista Fischer Nita G. Forouhi Nele Friedrich Anette Prior Gjesing Nicola Glorioso Mariaelisa Graff Harald Grallert Niels Grarup Jürgen Gräßler Jagvir Grewal Anders Hamsten Marie Neergaard Harder Catharina A. Hartman Maija Hassinen Nicholas Hastie Andrew Tym Hattersley Aki S. Havulinna Markku Heliövaara Hans Hillege Albert Hofman Oddgeir Holmen Georg Homuth Jouke-Jan Hottenga Jennie Hui Lise Lotte Husemoen Pirro G. Hysi Aaron Isaacs Till Ittermann Shapour Jalilzadeh Alan L. James Torben Jørgensen Pekka Jousilahti Antti Jula Johanne Marie Justesen Anne E. Justice Mika Kähönen Maria Karaleftheri Kay Tee Khaw Sirkka M. Keinanen-Kiukaanniemi Leena Kinnunen Paul B. Knekt Heikki A. Koistinen Ivana Kolcic Ishminder K. Kooner Seppo Koskinen Peter Kovacs Theodosios Kyriakou Tomi Laitinen Claudia Langenberg Alexandra M. Lewin Peter Lichtner Cecilia M. Lindgren Jaana Lindström Allan Linneberg Roberto Lorbeer Mattias Lorentzon Robert Luben Valeriya Lyssenko Satu Männistö Paolo Manunta Irene Mateo Leach Wendy L. McArdle Barbara Mcknight Karen L. Mohlke Evelin Mihailov Lili Milani Rebecca Mills May E. Montasser Andrew P. Morris Gabriele Müller Arthur W. Musk Narisu Narisu Ken K. Ong Ben A. Oostra Clive Osmond Aarno Palotie James S. Pankow Lavinia Paternoster Brenda W. Penninx Irene Pichler Maria G. Pilia Ozren Polašek Peter P. Pramstaller Olli T Raitakari Tuomo Rankinen D. C. Rao Nigel W. Rayner Rasmus Ribel-Madsen Treva K. Rice Marcus Richards Paul M. Ridker Fernando Rivadeneira Kathy A. Ryan Serena Sanna Mark A. Sarzynski Salome Scholtens Robert A. Scott Sylvain Sebert Lorraine Southam Thomas Hempel Sparsø Valgerdur Steinthorsdottir Kathleen Stirrups Ronald P. Stolk Konstantin Strauch Heather M. Stringham Morris A. Swertz Amy J. Swift Anke Tönjes Emmanouil Tsafantakis Peter J. van der Most Jana V. Van Vliet-Ostaptchouk Liesbeth Vandenput Erkki Vartiainen Cristina Venturini Niek Verweij Jorma S. Viikari Veronique Vitart Marie-Claude Vohl Judith M. Vonk Gérard Waeber Elisabeth Widén Gonneke Willemsen Tom Wilsgaard Thomas W. Winkler Alan F. Wright Laura M. Yerges-Armstrong Jing Hua Zhao M. Carola Zillikens Dorret I. Boomsma Claude Bouchard John C. Chambers Daniel I. Chasman Daniele Cusi Ron T. Gansevoort Christian Gieger Torben Hansen Andrew A. Hicks Frank Hu Kristian Hveem Marjo-Riitta Jarvelin Eero Kajantie Jaspal S. Kooner Diana Kuh Johanna Kuusisto Markku Laakso Timo A. Lakka Terho Lehtimäki Andres Metspalu Inger Njølstad Claes Ohlsson Albertine J. Oldehinkel Lyle J. Palmer Oluf Pedersen Markus Perola Annette Peters Bruce M. Psaty Hannu Puolijoki Rainer Rauramaa Igor Rudan Veikko Salomaa Peter E. H. Schwarz Alan R. Shudiner Jan H. Smit Thorkild I. A. Sørensen Timothy D. Spector Kari Stefansson Michael Stumvoll Angelo Tremblay Jaakko Tuomilehto André G. Uitterlinden Matti Uusitupa Uwe Völker Peter Vollenweider Nicholas J. Wareham Hugh Watkins James F. Wilson Eleftheria Zeggini Goncalo R. Abecasis Michael Boehnke Ingrid B. Borecki Panos Deloukas Cornelia M. van Duijn Caroline Fox Leif C. Groop Iris M. Heid David J. Hunter Robert C. Kaplan Mark I. McCarthy Kari E. North Jeffrey R. O'Connell David Schlessinger Unnur Thorsteinsdottir David P. Strachan Timothy Frayling Joel N. Hirschhorn Martina Müller-Nurasyid Ruth J. F. Loos
author_facet	Janina S. Ried Janina Jeff M. Audrey Y. Chu Jennifer L. Bragg-Gresham Jenny van Dongen Jennifer E. Huffman Tarunveer S. Ahluwalia Gemma Cadby Niina Eklund Joel Eriksson Tõnu Esko Mary F. Feitosa Anuj Goel Mathias Gorski Caroline Hayward Nancy L. Heard-Costa Anne U. Jackson Eero Jokinen Stavroula Kanoni Kati Kristiansson Zoltán Kutalik Jari Lahti Jian'an Luan Reedik Mägi Anubha Mahajan Massimo Mangino Carolina Medina-Gomez Keri L. Monda Ilja M. Nolte Louis Pérusse Inga Prokopenko Lu Qi Lynda M. Rose Erika Salvi Megan T. Smith Harold Snieder Alena Stančáková Yun Ju Sung Ioanna Tachmazidou Alexander Teumer Gudmar Thorleifsson Pim van der Harst Ryan W. Walker Sophie R. Wang Sarah H. Wild Sara M. Willems Andrew Wong Weihua Zhang Eva Albrecht Alexessander Couto Alves Stephan J. L. Bakker Cristina Barlassina Traci M. Bartz John Beilby Claire Bellis Richard N. Bergman Sven Bergmann John Blangero Matthias Blüher Eric Boerwinkle Lori L. Bonnycastle Stefan R. Bornstein Marcel Bruinenberg Harry Campbell Yii-Der Ida Chen Charleston W. K. Chiang Peter S. Chines Francis S Collins Fracensco Cucca L Adrienne Cupples Francesca D’Avila Eco J .C. de Geus George Dedoussis Maria Dimitriou Angela Döring Johan G. Eriksson Aliki-Eleni Farmaki Martin Farrall Teresa Ferreira Krista Fischer Nita G. Forouhi Nele Friedrich Anette Prior Gjesing Nicola Glorioso Mariaelisa Graff Harald Grallert Niels Grarup Jürgen Gräßler Jagvir Grewal Anders Hamsten Marie Neergaard Harder Catharina A. Hartman Maija Hassinen Nicholas Hastie Andrew Tym Hattersley Aki S. Havulinna Markku Heliövaara Hans Hillege Albert Hofman Oddgeir Holmen Georg Homuth Jouke-Jan Hottenga Jennie Hui Lise Lotte Husemoen Pirro G. Hysi Aaron Isaacs Till Ittermann Shapour Jalilzadeh Alan L. James Torben Jørgensen Pekka Jousilahti Antti Jula Johanne Marie Justesen Anne E. Justice Mika Kähönen Maria Karaleftheri Kay Tee Khaw Sirkka M. Keinanen-Kiukaanniemi Leena Kinnunen Paul B. Knekt Heikki A. Koistinen Ivana Kolcic Ishminder K. Kooner Seppo Koskinen Peter Kovacs Theodosios Kyriakou Tomi Laitinen Claudia Langenberg Alexandra M. Lewin Peter Lichtner Cecilia M. Lindgren Jaana Lindström Allan Linneberg Roberto Lorbeer Mattias Lorentzon Robert Luben Valeriya Lyssenko Satu Männistö Paolo Manunta Irene Mateo Leach Wendy L. McArdle Barbara Mcknight Karen L. Mohlke Evelin Mihailov Lili Milani Rebecca Mills May E. Montasser Andrew P. Morris Gabriele Müller Arthur W. Musk Narisu Narisu Ken K. Ong Ben A. Oostra Clive Osmond Aarno Palotie James S. Pankow Lavinia Paternoster Brenda W. Penninx Irene Pichler Maria G. Pilia Ozren Polašek Peter P. Pramstaller Olli T Raitakari Tuomo Rankinen D. C. Rao Nigel W. Rayner Rasmus Ribel-Madsen Treva K. Rice Marcus Richards Paul M. Ridker Fernando Rivadeneira Kathy A. Ryan Serena Sanna Mark A. Sarzynski Salome Scholtens Robert A. Scott Sylvain Sebert Lorraine Southam Thomas Hempel Sparsø Valgerdur Steinthorsdottir Kathleen Stirrups Ronald P. Stolk Konstantin Strauch Heather M. Stringham Morris A. Swertz Amy J. Swift Anke Tönjes Emmanouil Tsafantakis Peter J. van der Most Jana V. Van Vliet-Ostaptchouk Liesbeth Vandenput Erkki Vartiainen Cristina Venturini Niek Verweij Jorma S. Viikari Veronique Vitart Marie-Claude Vohl Judith M. Vonk Gérard Waeber Elisabeth Widén Gonneke Willemsen Tom Wilsgaard Thomas W. Winkler Alan F. Wright Laura M. Yerges-Armstrong Jing Hua Zhao M. Carola Zillikens Dorret I. Boomsma Claude Bouchard John C. Chambers Daniel I. Chasman Daniele Cusi Ron T. Gansevoort Christian Gieger Torben Hansen Andrew A. Hicks Frank Hu Kristian Hveem Marjo-Riitta Jarvelin Eero Kajantie Jaspal S. Kooner Diana Kuh Johanna Kuusisto Markku Laakso Timo A. Lakka Terho Lehtimäki Andres Metspalu Inger Njølstad Claes Ohlsson Albertine J. Oldehinkel Lyle J. Palmer Oluf Pedersen Markus Perola Annette Peters Bruce M. Psaty Hannu Puolijoki Rainer Rauramaa Igor Rudan Veikko Salomaa Peter E. H. Schwarz Alan R. Shudiner Jan H. Smit Thorkild I. A. Sørensen Timothy D. Spector Kari Stefansson Michael Stumvoll Angelo Tremblay Jaakko Tuomilehto André G. Uitterlinden Matti Uusitupa Uwe Völker Peter Vollenweider Nicholas J. Wareham Hugh Watkins James F. Wilson Eleftheria Zeggini Goncalo R. Abecasis Michael Boehnke Ingrid B. Borecki Panos Deloukas Cornelia M. van Duijn Caroline Fox Leif C. Groop Iris M. Heid David J. Hunter Robert C. Kaplan Mark I. McCarthy Kari E. North Jeffrey R. O'Connell David Schlessinger Unnur Thorsteinsdottir David P. Strachan Timothy Frayling Joel N. Hirschhorn Martina Müller-Nurasyid Ruth J. F. Loos
author_sort	Janina S. Ried
title	A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape
title_short	A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape
title_full	A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape
title_fullStr	A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape
title_full_unstemmed	A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape
title_sort	principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape
publisher	Nature Portfolio
publishDate	2016
url	https://doaj.org/article/f36bd59969d44358bd7caf32e2240b93
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principalcomponentmetaanalysisonmultipleanthropometrictraitsidentifiesnovellociforbodyshape AT karistefansson principalcomponentmetaanalysisonmultipleanthropometrictraitsidentifiesnovellociforbodyshape AT michaelstumvoll principalcomponentmetaanalysisonmultipleanthropometrictraitsidentifiesnovellociforbodyshape AT angelotremblay principalcomponentmetaanalysisonmultipleanthropometrictraitsidentifiesnovellociforbodyshape AT jaakkotuomilehto principalcomponentmetaanalysisonmultipleanthropometrictraitsidentifiesnovellociforbodyshape AT andreguitterlinden principalcomponentmetaanalysisonmultipleanthropometrictraitsidentifiesnovellociforbodyshape AT mattiuusitupa principalcomponentmetaanalysisonmultipleanthropometrictraitsidentifiesnovellociforbodyshape AT uwevolker principalcomponentmetaanalysisonmultipleanthropometrictraitsidentifiesnovellociforbodyshape AT petervollenweider principalcomponentmetaanalysisonmultipleanthropometrictraitsidentifiesnovellociforbodyshape AT nicholasjwareham 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spelling	oai:doaj.org-article:f36bd59969d44358bd7caf32e2240b932021-12-02T15:35:45ZA principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape10.1038/ncomms133572041-1723https://doaj.org/article/f36bd59969d44358bd7caf32e2240b932016-11-01T00:00:00Zhttps://doi.org/10.1038/ncomms13357https://doaj.org/toc/2041-1723Past genome-wide associate studies have identified hundreds of genetic loci that influence body size and shape when examined one trait at a time. Here, Jeff and colleagues develop an aggregate score of various body traits, and use meta-analysis to find new loci linked to body shape.Janina S. RiedJanina Jeff M.Audrey Y. ChuJennifer L. Bragg-GreshamJenny van DongenJennifer E. HuffmanTarunveer S. AhluwaliaGemma CadbyNiina EklundJoel ErikssonTõnu EskoMary F. FeitosaAnuj GoelMathias GorskiCaroline HaywardNancy L. Heard-CostaAnne U. JacksonEero JokinenStavroula KanoniKati KristianssonZoltán KutalikJari LahtiJian'an LuanReedik MägiAnubha MahajanMassimo ManginoCarolina Medina-GomezKeri L. MondaIlja M. NolteLouis PérusseInga ProkopenkoLu QiLynda M. RoseErika SalviMegan T. SmithHarold SniederAlena StančákováYun Ju SungIoanna TachmazidouAlexander TeumerGudmar ThorleifssonPim van der HarstRyan W. WalkerSophie R. WangSarah H. WildSara M. WillemsAndrew WongWeihua ZhangEva AlbrechtAlexessander Couto AlvesStephan J. L. BakkerCristina BarlassinaTraci M. BartzJohn BeilbyClaire BellisRichard N. BergmanSven BergmannJohn BlangeroMatthias BlüherEric BoerwinkleLori L. BonnycastleStefan R. BornsteinMarcel BruinenbergHarry CampbellYii-Der Ida ChenCharleston W. K. ChiangPeter S. ChinesFrancis S CollinsFracensco CuccaL Adrienne CupplesFrancesca D’AvilaEco J .C. de GeusGeorge DedoussisMaria DimitriouAngela DöringJohan G. ErikssonAliki-Eleni FarmakiMartin FarrallTeresa FerreiraKrista FischerNita G. ForouhiNele FriedrichAnette Prior GjesingNicola GloriosoMariaelisa GraffHarald GrallertNiels GrarupJürgen GräßlerJagvir GrewalAnders HamstenMarie Neergaard HarderCatharina A. HartmanMaija HassinenNicholas HastieAndrew Tym HattersleyAki S. HavulinnaMarkku HeliövaaraHans HillegeAlbert HofmanOddgeir HolmenGeorg HomuthJouke-Jan HottengaJennie HuiLise Lotte HusemoenPirro G. HysiAaron IsaacsTill IttermannShapour JalilzadehAlan L. JamesTorben JørgensenPekka JousilahtiAntti JulaJohanne Marie JustesenAnne E. JusticeMika KähönenMaria KaraleftheriKay Tee KhawSirkka M. Keinanen-KiukaanniemiLeena KinnunenPaul B. KnektHeikki A. KoistinenIvana KolcicIshminder K. KoonerSeppo KoskinenPeter KovacsTheodosios KyriakouTomi LaitinenClaudia LangenbergAlexandra M. LewinPeter LichtnerCecilia M. LindgrenJaana LindströmAllan LinnebergRoberto LorbeerMattias LorentzonRobert LubenValeriya LyssenkoSatu MännistöPaolo ManuntaIrene Mateo LeachWendy L. McArdleBarbara McknightKaren L. MohlkeEvelin MihailovLili MilaniRebecca MillsMay E. MontasserAndrew P. MorrisGabriele MüllerArthur W. MuskNarisu NarisuKen K. OngBen A. OostraClive OsmondAarno PalotieJames S. PankowLavinia PaternosterBrenda W. PenninxIrene PichlerMaria G. PiliaOzren PolašekPeter P. PramstallerOlli T RaitakariTuomo RankinenD. C. RaoNigel W. RaynerRasmus Ribel-MadsenTreva K. RiceMarcus RichardsPaul M. RidkerFernando RivadeneiraKathy A. RyanSerena SannaMark A. SarzynskiSalome ScholtensRobert A. ScottSylvain SebertLorraine SouthamThomas Hempel SparsøValgerdur SteinthorsdottirKathleen StirrupsRonald P. StolkKonstantin StrauchHeather M. StringhamMorris A. SwertzAmy J. SwiftAnke TönjesEmmanouil TsafantakisPeter J. van der MostJana V. Van Vliet-OstaptchoukLiesbeth VandenputErkki VartiainenCristina VenturiniNiek VerweijJorma S. ViikariVeronique VitartMarie-Claude VohlJudith M. VonkGérard WaeberElisabeth WidénGonneke WillemsenTom WilsgaardThomas W. WinklerAlan F. WrightLaura M. Yerges-ArmstrongJing Hua ZhaoM. Carola ZillikensDorret I. BoomsmaClaude BouchardJohn C. ChambersDaniel I. ChasmanDaniele CusiRon T. GansevoortChristian GiegerTorben HansenAndrew A. HicksFrank HuKristian HveemMarjo-Riitta JarvelinEero KajantieJaspal S. KoonerDiana KuhJohanna KuusistoMarkku LaaksoTimo A. LakkaTerho LehtimäkiAndres MetspaluInger NjølstadClaes OhlssonAlbertine J. OldehinkelLyle J. PalmerOluf PedersenMarkus PerolaAnnette PetersBruce M. PsatyHannu PuolijokiRainer RauramaaIgor RudanVeikko SalomaaPeter E. H. SchwarzAlan R. ShudinerJan H. SmitThorkild I. A. SørensenTimothy D. SpectorKari StefanssonMichael StumvollAngelo TremblayJaakko TuomilehtoAndré G. UitterlindenMatti UusitupaUwe VölkerPeter VollenweiderNicholas J. WarehamHugh WatkinsJames F. WilsonEleftheria ZegginiGoncalo R. AbecasisMichael BoehnkeIngrid B. BoreckiPanos DeloukasCornelia M. van DuijnCaroline FoxLeif C. GroopIris M. HeidDavid J. HunterRobert C. KaplanMark I. McCarthyKari E. NorthJeffrey R. O'ConnellDavid SchlessingerUnnur ThorsteinsdottirDavid P. StrachanTimothy FraylingJoel N. HirschhornMartina Müller-NurasyidRuth J. F. LoosNature PortfolioarticleScienceQENNature Communications, Vol 7, Iss 1, Pp 1-11 (2016)

A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape

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