The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study.

Genome-wide association studies (GWAS) have identified more than 100 genetic variants contributing to BMI, a measure of body size, or waist-to-hip ratio (adjusted for BMI, WHRadjBMI), a measure of body shape. Body size and shape change as people grow older and these changes differ substantially betw...

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Main Authors:	Thomas W Winkler, Anne E Justice, Mariaelisa Graff, Llilda Barata, Mary F Feitosa, Su Chu, Jacek Czajkowski, Tõnu Esko, Tove Fall, Tuomas O Kilpeläinen, Yingchang Lu, Reedik Mägi, Evelin Mihailov, Tune H Pers, Sina Rüeger, Alexander Teumer, Georg B Ehret, Teresa Ferreira, Nancy L Heard-Costa, Juha Karjalainen, Vasiliki Lagou, Anubha Mahajan, Michael D Neinast, Inga Prokopenko, Jeannette Simino, Tanya M Teslovich, Rick Jansen, Harm-Jan Westra, Charles C White, Devin Absher, Tarunveer S Ahluwalia, Shafqat Ahmad, Eva Albrecht, Alexessander Couto Alves, Jennifer L Bragg-Gresham, Anton J M de Craen, Joshua C Bis, Amélie Bonnefond, Gabrielle Boucher, Gemma Cadby, Yu-Ching Cheng, Charleston W K Chiang, Graciela Delgado, Ayse Demirkan, Nicole Dueker, Niina Eklund, Gudny Eiriksdottir, Joel Eriksson, Bjarke Feenstra, Krista Fischer, Francesca Frau, Tessel E Galesloot, Frank Geller, Anuj Goel, Mathias Gorski, Tanja B Grammer, Stefan Gustafsson, Saskia Haitjema, Jouke-Jan Hottenga, Jennifer E Huffman, Anne U Jackson, Kevin B Jacobs, Åsa Johansson, Marika Kaakinen, Marcus E Kleber, Jari Lahti, Irene Mateo Leach, Benjamin Lehne, Youfang Liu, Ken Sin Lo, Mattias Lorentzon, Jian'an Luan, Pamela A F Madden, Massimo Mangino, Barbara McKnight, Carolina Medina-Gomez, Keri L Monda, May E Montasser, Gabriele Müller, Martina Müller-Nurasyid, Ilja M Nolte, Kalliope Panoutsopoulou, Laura Pascoe, Lavinia Paternoster, Nigel W Rayner, Frida Renström, Federica Rizzi, Lynda M Rose, Kathy A Ryan, Perttu Salo, Serena Sanna, Hubert Scharnagl, Jianxin Shi, Albert Vernon Smith, Lorraine Southam, Alena Stančáková, Valgerdur Steinthorsdottir, Rona J Strawbridge, Yun Ju Sung, Ioanna Tachmazidou, Toshiko Tanaka, Gudmar Thorleifsson, Stella Trompet, Natalia Pervjakova, Jonathan P Tyrer, Liesbeth Vandenput, Sander W van der Laan, Nathalie van der Velde, Jessica van Setten, Jana V van Vliet-Ostaptchouk, Niek Verweij, Efthymia Vlachopoulou, Lindsay L Waite, Sophie R Wang, Zhaoming Wang, Sarah H Wild, Christina Willenborg, James F Wilson, Andrew Wong, Jian Yang, Loïc Yengo, Laura M Yerges-Armstrong, Lei Yu, Weihua Zhang, Jing Hua Zhao, Ehm A Andersson, Stephan J L Bakker, Damiano Baldassarre, Karina Banasik, Matteo Barcella, Cristina Barlassina, Claire Bellis, Paola Benaglio, John Blangero, Matthias Blüher, Fabrice Bonnet, Lori L Bonnycastle, Heather A Boyd, Marcel Bruinenberg, Aron S Buchman, Harry Campbell, Yii-Der Ida Chen, Peter S Chines, Simone Claudi-Boehm, John Cole, Francis S Collins, Eco J C de Geus, Lisette C P G M de Groot, Maria Dimitriou, Jubao Duan, Stefan Enroth, Elodie Eury, Aliki-Eleni Farmaki, Nita G Forouhi, Nele Friedrich, Pablo V Gejman, Bruna Gigante, Nicola Glorioso, Alan S Go, Omri Gottesman, Jürgen Gräßler, Harald Grallert, Niels Grarup, Yu-Mei Gu, Linda Broer, Annelies C Ham, Torben Hansen, Tamara B Harris, Catharina A Hartman, Maija Hassinen, Nicholas Hastie, Andrew T Hattersley, Andrew C Heath, Anjali K Henders, Dena Hernandez, Hans Hillege, Oddgeir Holmen, Kees G Hovingh, Jennie Hui, Lise L Husemoen, Nina Hutri-Kähönen, Pirro G Hysi, Thomas Illig, Philip L De Jager, Shapour Jalilzadeh, Torben Jørgensen, J Wouter Jukema, Markus Juonala, Stavroula Kanoni, Maria Karaleftheri, Kay Tee Khaw, Leena Kinnunen, Steven J Kittner, Wolfgang Koenig, Ivana Kolcic, Peter Kovacs, Nikolaj T Krarup, Wolfgang Kratzer, Janine Krüger, Diana Kuh, Meena Kumari, Theodosios Kyriakou, Claudia Langenberg, Lars Lannfelt, Chiara Lanzani, Vaneet Lotay, Lenore J Launer, Karin Leander, Jaana Lindström, Allan Linneberg, Yan-Ping Liu, Stéphane Lobbens, Robert Luben, Valeriya Lyssenko, Satu Männistö, Patrik K Magnusson, Wendy L McArdle, Cristina Menni, Sigrun Merger, Lili Milani, Grant W Montgomery, Andrew P Morris, Narisu Narisu, Mari Nelis, Ken K Ong, Aarno Palotie, Louis Pérusse, Irene Pichler, Maria G Pilia, Anneli Pouta, Myriam Rheinberger, Rasmus Ribel-Madsen, Marcus Richards, Kenneth M Rice, Treva K Rice, Carlo Rivolta, Veikko Salomaa, Alan R Sanders, Mark A Sarzynski, Salome Scholtens, Robert A Scott, William R Scott, Sylvain Sebert, Sebanti Sengupta, Bengt Sennblad, Thomas Seufferlein, Angela Silveira, P Eline Slagboom, Jan H Smit, Thomas H Sparsø, Kathleen Stirrups, Ronald P Stolk, Heather M Stringham, Morris A Swertz, Amy J Swift, Ann-Christine Syvänen, Sian-Tsung Tan, Barbara Thorand, Anke Tönjes, Angelo Tremblay, Emmanouil Tsafantakis, Peter J van der Most, Uwe Völker, Marie-Claude Vohl, Judith M Vonk, Melanie Waldenberger, Ryan W Walker, Roman Wennauer, Elisabeth Widén, Gonneke Willemsen, Tom Wilsgaard, Alan F Wright, M Carola Zillikens, Suzanne C van Dijk, Natasja M van Schoor, Folkert W Asselbergs, Paul I W de Bakker, Jacques S Beckmann, John Beilby, David A Bennett, Richard N Bergman, Sven Bergmann, Carsten A Böger, Bernhard O Boehm, Eric Boerwinkle, Dorret I Boomsma, Stefan R Bornstein, Erwin P Bottinger, Claude Bouchard, John C Chambers, Stephen J Chanock, Daniel I Chasman, Francesco Cucca, Daniele Cusi, George Dedoussis, Jeanette Erdmann, Johan G Eriksson, Denis A Evans, Ulf de Faire, Martin Farrall, Luigi Ferrucci, Ian Ford, Lude Franke, Paul W Franks, Philippe Froguel, Ron T Gansevoort, Christian Gieger, Henrik Grönberg, Vilmundur Gudnason, Ulf Gyllensten, Per Hall, Anders Hamsten, Pim van der Harst, Caroline Hayward, Markku Heliövaara, Christian Hengstenberg, Andrew A Hicks, Aroon Hingorani, Albert Hofman, Frank Hu, Heikki V Huikuri, Kristian Hveem, Alan L James, Joanne M Jordan, Antti Jula, Mika Kähönen, Eero Kajantie, Sekar Kathiresan, Lambertus A L M Kiemeney, Mika Kivimaki, Paul B Knekt, Heikki A Koistinen, Jaspal S Kooner, Seppo Koskinen, Johanna Kuusisto, Winfried Maerz, Nicholas G Martin, Markku Laakso, Timo A Lakka, Terho Lehtimäki, Guillaume Lettre, Douglas F Levinson, Lars Lind, Marja-Liisa Lokki, Pekka Mäntyselkä, Mads Melbye, Andres Metspalu, Braxton D Mitchell, Frans L Moll, Jeffrey C Murray, Arthur W Musk, Markku S Nieminen, Inger Njølstad, Claes Ohlsson, Albertine J Oldehinkel, Ben A Oostra, Lyle J Palmer, James S Pankow, Gerard Pasterkamp, Nancy L Pedersen, Oluf Pedersen, Brenda W Penninx, Markus Perola, Annette Peters, Ozren Polašek, Peter P Pramstaller, Bruce M Psaty, Lu Qi, Thomas Quertermous, Olli T Raitakari, Tuomo Rankinen, Rainer Rauramaa, Paul M Ridker, John D Rioux, Fernando Rivadeneira, Jerome I Rotter, Igor Rudan, Hester M den Ruijter, Juha Saltevo, Naveed Sattar, Heribert Schunkert, Peter E H Schwarz, Alan R Shuldiner, Juha Sinisalo, Harold Snieder, Thorkild I A Sørensen, Tim D Spector, Jan A Staessen, Bandinelli Stefania, Unnur Thorsteinsdottir, Michael Stumvoll, Jean-Claude Tardif, Elena Tremoli, Jaakko Tuomilehto, André G Uitterlinden, Matti Uusitupa, André L M Verbeek, Sita H Vermeulen, Jorma S Viikari, Veronique Vitart, Henry Völzke, Peter Vollenweider, Gérard Waeber, Mark Walker, Henri Wallaschofski, Nicholas J Wareham, Hugh Watkins, Eleftheria Zeggini, CHARGE Consortium, DIAGRAM Consortium, GLGC Consortium, Global-BPGen Consortium, ICBP Consortium, MAGIC Consortium, Aravinda Chakravarti, Deborah J Clegg, L Adrienne Cupples, Penny Gordon-Larsen, Cashell E Jaquish, D C Rao, Goncalo R Abecasis, Themistocles L Assimes, Inês Barroso, Sonja I Berndt, Michael Boehnke, Panos Deloukas, Caroline S Fox, Leif C Groop, David J Hunter, Erik Ingelsson, Robert C Kaplan, Mark I McCarthy, Karen L Mohlke, Jeffrey R O'Connell, David Schlessinger, David P Strachan, Kari Stefansson, Cornelia M van Duijn, Joel N Hirschhorn, Cecilia M Lindgren, Iris M Heid, Kari E North, Ingrid B Borecki, Zoltán Kutalik, Ruth J F Loos
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2015-10-01
Series:	PLoS Genetics
Online Access:	https://doi.org/10.1371/journal.pgen.1005378
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author	Thomas W Winkler Anne E Justice Mariaelisa Graff Llilda Barata Mary F Feitosa Su Chu Jacek Czajkowski Tõnu Esko Tove Fall Tuomas O Kilpeläinen Yingchang Lu Reedik Mägi Evelin Mihailov Tune H Pers Sina Rüeger Alexander Teumer Georg B Ehret Teresa Ferreira Nancy L Heard-Costa Juha Karjalainen Vasiliki Lagou Anubha Mahajan Michael D Neinast Inga Prokopenko Jeannette Simino Tanya M Teslovich Rick Jansen Harm-Jan Westra Charles C White Devin Absher Tarunveer S Ahluwalia Shafqat Ahmad Eva Albrecht Alexessander Couto Alves Jennifer L Bragg-Gresham Anton J M de Craen Joshua C Bis Amélie Bonnefond Gabrielle Boucher Gemma Cadby Yu-Ching Cheng Charleston W K Chiang Graciela Delgado Ayse Demirkan Nicole Dueker Niina Eklund Gudny Eiriksdottir Joel Eriksson Bjarke Feenstra Krista Fischer Francesca Frau Tessel E Galesloot Frank Geller Anuj Goel Mathias Gorski Tanja B Grammer Stefan Gustafsson Saskia Haitjema Jouke-Jan Hottenga Jennifer E Huffman Anne U Jackson Kevin B Jacobs Åsa Johansson Marika Kaakinen Marcus E Kleber Jari Lahti Irene Mateo Leach Benjamin Lehne Youfang Liu Ken Sin Lo Mattias Lorentzon Jian'an Luan Pamela A F Madden Massimo Mangino Barbara McKnight Carolina Medina-Gomez Keri L Monda May E Montasser Gabriele Müller Martina Müller-Nurasyid Ilja M Nolte Kalliope Panoutsopoulou Laura Pascoe Lavinia Paternoster Nigel W Rayner Frida Renström Federica Rizzi Lynda M Rose Kathy A Ryan Perttu Salo Serena Sanna Hubert Scharnagl Jianxin Shi Albert Vernon Smith Lorraine Southam Alena Stančáková Valgerdur Steinthorsdottir Rona J Strawbridge Yun Ju Sung Ioanna Tachmazidou Toshiko Tanaka Gudmar Thorleifsson Stella Trompet Natalia Pervjakova Jonathan P Tyrer Liesbeth Vandenput Sander W van der Laan Nathalie van der Velde Jessica van Setten Jana V van Vliet-Ostaptchouk Niek Verweij Efthymia Vlachopoulou Lindsay L Waite Sophie R Wang Zhaoming Wang Sarah H Wild Christina Willenborg James F Wilson Andrew Wong Jian Yang Loïc Yengo Laura M Yerges-Armstrong Lei Yu Weihua Zhang Jing Hua Zhao Ehm A Andersson Stephan J L Bakker Damiano Baldassarre Karina Banasik Matteo Barcella Cristina Barlassina Claire Bellis Paola Benaglio John Blangero Matthias Blüher Fabrice Bonnet Lori L Bonnycastle Heather A Boyd Marcel Bruinenberg Aron S Buchman Harry Campbell Yii-Der Ida Chen Peter S Chines Simone Claudi-Boehm John Cole Francis S Collins Eco J C de Geus Lisette C P G M de Groot Maria Dimitriou Jubao Duan Stefan Enroth Elodie Eury Aliki-Eleni Farmaki Nita G Forouhi Nele Friedrich Pablo V Gejman Bruna Gigante Nicola Glorioso Alan S Go Omri Gottesman Jürgen Gräßler Harald Grallert Niels Grarup Yu-Mei Gu Linda Broer Annelies C Ham Torben Hansen Tamara B Harris Catharina A Hartman Maija Hassinen Nicholas Hastie Andrew T Hattersley Andrew C Heath Anjali K Henders Dena Hernandez Hans Hillege Oddgeir Holmen Kees G Hovingh Jennie Hui Lise L Husemoen Nina Hutri-Kähönen Pirro G Hysi Thomas Illig Philip L De Jager Shapour Jalilzadeh Torben Jørgensen J Wouter Jukema Markus Juonala Stavroula Kanoni Maria Karaleftheri Kay Tee Khaw Leena Kinnunen Steven J Kittner Wolfgang Koenig Ivana Kolcic Peter Kovacs Nikolaj T Krarup Wolfgang Kratzer Janine Krüger Diana Kuh Meena Kumari Theodosios Kyriakou Claudia Langenberg Lars Lannfelt Chiara Lanzani Vaneet Lotay Lenore J Launer Karin Leander Jaana Lindström Allan Linneberg Yan-Ping Liu Stéphane Lobbens Robert Luben Valeriya Lyssenko Satu Männistö Patrik K Magnusson Wendy L McArdle Cristina Menni Sigrun Merger Lili Milani Grant W Montgomery Andrew P Morris Narisu Narisu Mari Nelis Ken K Ong Aarno Palotie Louis Pérusse Irene Pichler Maria G Pilia Anneli Pouta Myriam Rheinberger Rasmus Ribel-Madsen Marcus Richards Kenneth M Rice Treva K Rice Carlo Rivolta Veikko Salomaa Alan R Sanders Mark A Sarzynski Salome Scholtens Robert A Scott William R Scott Sylvain Sebert Sebanti Sengupta Bengt Sennblad Thomas Seufferlein Angela Silveira P Eline Slagboom Jan H Smit Thomas H Sparsø Kathleen Stirrups Ronald P Stolk Heather M Stringham Morris A Swertz Amy J Swift Ann-Christine Syvänen Sian-Tsung Tan Barbara Thorand Anke Tönjes Angelo Tremblay Emmanouil Tsafantakis Peter J van der Most Uwe Völker Marie-Claude Vohl Judith M Vonk Melanie Waldenberger Ryan W Walker Roman Wennauer Elisabeth Widén Gonneke Willemsen Tom Wilsgaard Alan F Wright M Carola Zillikens Suzanne C van Dijk Natasja M van Schoor Folkert W Asselbergs Paul I W de Bakker Jacques S Beckmann John Beilby David A Bennett Richard N Bergman Sven Bergmann Carsten A Böger Bernhard O Boehm Eric Boerwinkle Dorret I Boomsma Stefan R Bornstein Erwin P Bottinger Claude Bouchard John C Chambers Stephen J Chanock Daniel I Chasman Francesco Cucca Daniele Cusi George Dedoussis Jeanette Erdmann Johan G Eriksson Denis A Evans Ulf de Faire Martin Farrall Luigi Ferrucci Ian Ford Lude Franke Paul W Franks Philippe Froguel Ron T Gansevoort Christian Gieger Henrik Grönberg Vilmundur Gudnason Ulf Gyllensten Per Hall Anders Hamsten Pim van der Harst Caroline Hayward Markku Heliövaara Christian Hengstenberg Andrew A Hicks Aroon Hingorani Albert Hofman Frank Hu Heikki V Huikuri Kristian Hveem Alan L James Joanne M Jordan Antti Jula Mika Kähönen Eero Kajantie Sekar Kathiresan Lambertus A L M Kiemeney Mika Kivimaki Paul B Knekt Heikki A Koistinen Jaspal S Kooner Seppo Koskinen Johanna Kuusisto Winfried Maerz Nicholas G Martin Markku Laakso Timo A Lakka Terho Lehtimäki Guillaume Lettre Douglas F Levinson Lars Lind Marja-Liisa Lokki Pekka Mäntyselkä Mads Melbye Andres Metspalu Braxton D Mitchell Frans L Moll Jeffrey C Murray Arthur W Musk Markku S Nieminen Inger Njølstad Claes Ohlsson Albertine J Oldehinkel Ben A Oostra Lyle J Palmer James S Pankow Gerard Pasterkamp Nancy L Pedersen Oluf Pedersen Brenda W Penninx Markus Perola Annette Peters Ozren Polašek Peter P Pramstaller Bruce M Psaty Lu Qi Thomas Quertermous Olli T Raitakari Tuomo Rankinen Rainer Rauramaa Paul M Ridker John D Rioux Fernando Rivadeneira Jerome I Rotter Igor Rudan Hester M den Ruijter Juha Saltevo Naveed Sattar Heribert Schunkert Peter E H Schwarz Alan R Shuldiner Juha Sinisalo Harold Snieder Thorkild I A Sørensen Tim D Spector Jan A Staessen Bandinelli Stefania Unnur Thorsteinsdottir Michael Stumvoll Jean-Claude Tardif Elena Tremoli Jaakko Tuomilehto André G Uitterlinden Matti Uusitupa André L M Verbeek Sita H Vermeulen Jorma S Viikari Veronique Vitart Henry Völzke Peter Vollenweider Gérard Waeber Mark Walker Henri Wallaschofski Nicholas J Wareham Hugh Watkins Eleftheria Zeggini CHARGE Consortium DIAGRAM Consortium GLGC Consortium Global-BPGen Consortium ICBP Consortium MAGIC Consortium Aravinda Chakravarti Deborah J Clegg L Adrienne Cupples Penny Gordon-Larsen Cashell E Jaquish D C Rao Goncalo R Abecasis Themistocles L Assimes Inês Barroso Sonja I Berndt Michael Boehnke Panos Deloukas Caroline S Fox Leif C Groop David J Hunter Erik Ingelsson Robert C Kaplan Mark I McCarthy Karen L Mohlke Jeffrey R O'Connell David Schlessinger David P Strachan Kari Stefansson Cornelia M van Duijn Joel N Hirschhorn Cecilia M Lindgren Iris M Heid Kari E North Ingrid B Borecki Zoltán Kutalik Ruth J F Loos
author_facet	Thomas W Winkler Anne E Justice Mariaelisa Graff Llilda Barata Mary F Feitosa Su Chu Jacek Czajkowski Tõnu Esko Tove Fall Tuomas O Kilpeläinen Yingchang Lu Reedik Mägi Evelin Mihailov Tune H Pers Sina Rüeger Alexander Teumer Georg B Ehret Teresa Ferreira Nancy L Heard-Costa Juha Karjalainen Vasiliki Lagou Anubha Mahajan Michael D Neinast Inga Prokopenko Jeannette Simino Tanya M Teslovich Rick Jansen Harm-Jan Westra Charles C White Devin Absher Tarunveer S Ahluwalia Shafqat Ahmad Eva Albrecht Alexessander Couto Alves Jennifer L Bragg-Gresham Anton J M de Craen Joshua C Bis Amélie Bonnefond Gabrielle Boucher Gemma Cadby Yu-Ching Cheng Charleston W K Chiang Graciela Delgado Ayse Demirkan Nicole Dueker Niina Eklund Gudny Eiriksdottir Joel Eriksson Bjarke Feenstra Krista Fischer Francesca Frau Tessel E Galesloot Frank Geller Anuj Goel Mathias Gorski Tanja B Grammer Stefan Gustafsson Saskia Haitjema Jouke-Jan Hottenga Jennifer E Huffman Anne U Jackson Kevin B Jacobs Åsa Johansson Marika Kaakinen Marcus E Kleber Jari Lahti Irene Mateo Leach Benjamin Lehne Youfang Liu Ken Sin Lo Mattias Lorentzon Jian'an Luan Pamela A F Madden Massimo Mangino Barbara McKnight Carolina Medina-Gomez Keri L Monda May E Montasser Gabriele Müller Martina Müller-Nurasyid Ilja M Nolte Kalliope Panoutsopoulou Laura Pascoe Lavinia Paternoster Nigel W Rayner Frida Renström Federica Rizzi Lynda M Rose Kathy A Ryan Perttu Salo Serena Sanna Hubert Scharnagl Jianxin Shi Albert Vernon Smith Lorraine Southam Alena Stančáková Valgerdur Steinthorsdottir Rona J Strawbridge Yun Ju Sung Ioanna Tachmazidou Toshiko Tanaka Gudmar Thorleifsson Stella Trompet Natalia Pervjakova Jonathan P Tyrer Liesbeth Vandenput Sander W van der Laan Nathalie van der Velde Jessica van Setten Jana V van Vliet-Ostaptchouk Niek Verweij Efthymia Vlachopoulou Lindsay L Waite Sophie R Wang Zhaoming Wang Sarah H Wild Christina Willenborg James F Wilson Andrew Wong Jian Yang Loïc Yengo Laura M Yerges-Armstrong Lei Yu Weihua Zhang Jing Hua Zhao Ehm A Andersson Stephan J L Bakker Damiano Baldassarre Karina Banasik Matteo Barcella Cristina Barlassina Claire Bellis Paola Benaglio John Blangero Matthias Blüher Fabrice Bonnet Lori L Bonnycastle Heather A Boyd Marcel Bruinenberg Aron S Buchman Harry Campbell Yii-Der Ida Chen Peter S Chines Simone Claudi-Boehm John Cole Francis S Collins Eco J C de Geus Lisette C P G M de Groot Maria Dimitriou Jubao Duan Stefan Enroth Elodie Eury Aliki-Eleni Farmaki Nita G Forouhi Nele Friedrich Pablo V Gejman Bruna Gigante Nicola Glorioso Alan S Go Omri Gottesman Jürgen Gräßler Harald Grallert Niels Grarup Yu-Mei Gu Linda Broer Annelies C Ham Torben Hansen Tamara B Harris Catharina A Hartman Maija Hassinen Nicholas Hastie Andrew T Hattersley Andrew C Heath Anjali K Henders Dena Hernandez Hans Hillege Oddgeir Holmen Kees G Hovingh Jennie Hui Lise L Husemoen Nina Hutri-Kähönen Pirro G Hysi Thomas Illig Philip L De Jager Shapour Jalilzadeh Torben Jørgensen J Wouter Jukema Markus Juonala Stavroula Kanoni Maria Karaleftheri Kay Tee Khaw Leena Kinnunen Steven J Kittner Wolfgang Koenig Ivana Kolcic Peter Kovacs Nikolaj T Krarup Wolfgang Kratzer Janine Krüger Diana Kuh Meena Kumari Theodosios Kyriakou Claudia Langenberg Lars Lannfelt Chiara Lanzani Vaneet Lotay Lenore J Launer Karin Leander Jaana Lindström Allan Linneberg Yan-Ping Liu Stéphane Lobbens Robert Luben Valeriya Lyssenko Satu Männistö Patrik K Magnusson Wendy L McArdle Cristina Menni Sigrun Merger Lili Milani Grant W Montgomery Andrew P Morris Narisu Narisu Mari Nelis Ken K Ong Aarno Palotie Louis Pérusse Irene Pichler Maria G Pilia Anneli Pouta Myriam Rheinberger Rasmus Ribel-Madsen Marcus Richards Kenneth M Rice Treva K Rice Carlo Rivolta Veikko Salomaa Alan R Sanders Mark A Sarzynski Salome Scholtens Robert A Scott William R Scott Sylvain Sebert Sebanti Sengupta Bengt Sennblad Thomas Seufferlein Angela Silveira P Eline Slagboom Jan H Smit Thomas H Sparsø Kathleen Stirrups Ronald P Stolk Heather M Stringham Morris A Swertz Amy J Swift Ann-Christine Syvänen Sian-Tsung Tan Barbara Thorand Anke Tönjes Angelo Tremblay Emmanouil Tsafantakis Peter J van der Most Uwe Völker Marie-Claude Vohl Judith M Vonk Melanie Waldenberger Ryan W Walker Roman Wennauer Elisabeth Widén Gonneke Willemsen Tom Wilsgaard Alan F Wright M Carola Zillikens Suzanne C van Dijk Natasja M van Schoor Folkert W Asselbergs Paul I W de Bakker Jacques S Beckmann John Beilby David A Bennett Richard N Bergman Sven Bergmann Carsten A Böger Bernhard O Boehm Eric Boerwinkle Dorret I Boomsma Stefan R Bornstein Erwin P Bottinger Claude Bouchard John C Chambers Stephen J Chanock Daniel I Chasman Francesco Cucca Daniele Cusi George Dedoussis Jeanette Erdmann Johan G Eriksson Denis A Evans Ulf de Faire Martin Farrall Luigi Ferrucci Ian Ford Lude Franke Paul W Franks Philippe Froguel Ron T Gansevoort Christian Gieger Henrik Grönberg Vilmundur Gudnason Ulf Gyllensten Per Hall Anders Hamsten Pim van der Harst Caroline Hayward Markku Heliövaara Christian Hengstenberg Andrew A Hicks Aroon Hingorani Albert Hofman Frank Hu Heikki V Huikuri Kristian Hveem Alan L James Joanne M Jordan Antti Jula Mika Kähönen Eero Kajantie Sekar Kathiresan Lambertus A L M Kiemeney Mika Kivimaki Paul B Knekt Heikki A Koistinen Jaspal S Kooner Seppo Koskinen Johanna Kuusisto Winfried Maerz Nicholas G Martin Markku Laakso Timo A Lakka Terho Lehtimäki Guillaume Lettre Douglas F Levinson Lars Lind Marja-Liisa Lokki Pekka Mäntyselkä Mads Melbye Andres Metspalu Braxton D Mitchell Frans L Moll Jeffrey C Murray Arthur W Musk Markku S Nieminen Inger Njølstad Claes Ohlsson Albertine J Oldehinkel Ben A Oostra Lyle J Palmer James S Pankow Gerard Pasterkamp Nancy L Pedersen Oluf Pedersen Brenda W Penninx Markus Perola Annette Peters Ozren Polašek Peter P Pramstaller Bruce M Psaty Lu Qi Thomas Quertermous Olli T Raitakari Tuomo Rankinen Rainer Rauramaa Paul M Ridker John D Rioux Fernando Rivadeneira Jerome I Rotter Igor Rudan Hester M den Ruijter Juha Saltevo Naveed Sattar Heribert Schunkert Peter E H Schwarz Alan R Shuldiner Juha Sinisalo Harold Snieder Thorkild I A Sørensen Tim D Spector Jan A Staessen Bandinelli Stefania Unnur Thorsteinsdottir Michael Stumvoll Jean-Claude Tardif Elena Tremoli Jaakko Tuomilehto André G Uitterlinden Matti Uusitupa André L M Verbeek Sita H Vermeulen Jorma S Viikari Veronique Vitart Henry Völzke Peter Vollenweider Gérard Waeber Mark Walker Henri Wallaschofski Nicholas J Wareham Hugh Watkins Eleftheria Zeggini CHARGE Consortium DIAGRAM Consortium GLGC Consortium Global-BPGen Consortium ICBP Consortium MAGIC Consortium Aravinda Chakravarti Deborah J Clegg L Adrienne Cupples Penny Gordon-Larsen Cashell E Jaquish D C Rao Goncalo R Abecasis Themistocles L Assimes Inês Barroso Sonja I Berndt Michael Boehnke Panos Deloukas Caroline S Fox Leif C Groop David J Hunter Erik Ingelsson Robert C Kaplan Mark I McCarthy Karen L Mohlke Jeffrey R O'Connell David Schlessinger David P Strachan Kari Stefansson Cornelia M van Duijn Joel N Hirschhorn Cecilia M Lindgren Iris M Heid Kari E North Ingrid B Borecki Zoltán Kutalik Ruth J F Loos
author_sort	Thomas W Winkler
collection	DOAJ
description	Genome-wide association studies (GWAS) have identified more than 100 genetic variants contributing to BMI, a measure of body size, or waist-to-hip ratio (adjusted for BMI, WHRadjBMI), a measure of body shape. Body size and shape change as people grow older and these changes differ substantially between men and women. To systematically screen for age- and/or sex-specific effects of genetic variants on BMI and WHRadjBMI, we performed meta-analyses of 114 studies (up to 320,485 individuals of European descent) with genome-wide chip and/or Metabochip data by the Genetic Investigation of Anthropometric Traits (GIANT) Consortium. Each study tested the association of up to ~2.8M SNPs with BMI and WHRadjBMI in four strata (men ≤50y, men >50y, women ≤50y, women >50y) and summary statistics were combined in stratum-specific meta-analyses. We then screened for variants that showed age-specific effects (G x AGE), sex-specific effects (G x SEX) or age-specific effects that differed between men and women (G x AGE x SEX). For BMI, we identified 15 loci (11 previously established for main effects, four novel) that showed significant (FDR<5%) age-specific effects, of which 11 had larger effects in younger (<50y) than in older adults (≥50y). No sex-dependent effects were identified for BMI. For WHRadjBMI, we identified 44 loci (27 previously established for main effects, 17 novel) with sex-specific effects, of which 28 showed larger effects in women than in men, five showed larger effects in men than in women, and 11 showed opposite effects between sexes. No age-dependent effects were identified for WHRadjBMI. This is the first genome-wide interaction meta-analysis to report convincing evidence of age-dependent genetic effects on BMI. In addition, we confirm the sex-specificity of genetic effects on WHRadjBMI. These results may provide further insights into the biology that underlies weight change with age or the sexually dimorphism of body shape.
format	Article
id	doaj-art-ffdbcee3ab414e498706575063e26ecf
institution	DOAJ
issn	1553-7390 1553-7404
language	English
publishDate	2015-10-01
publisher	Public Library of Science (PLoS)
record_format	Article
series	PLoS Genetics
spelling	doaj-art-ffdbcee3ab414e498706575063e26ecf2025-08-20T03:10:07ZengPublic Library of Science (PLoS)PLoS Genetics1553-73901553-74042015-10-011110e100537810.1371/journal.pgen.1005378The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study.Thomas W WinklerAnne E JusticeMariaelisa GraffLlilda BarataMary F FeitosaSu ChuJacek CzajkowskiTõnu EskoTove FallTuomas O KilpeläinenYingchang LuReedik MägiEvelin MihailovTune H PersSina RüegerAlexander TeumerGeorg B EhretTeresa FerreiraNancy L Heard-CostaJuha KarjalainenVasiliki LagouAnubha MahajanMichael D NeinastInga ProkopenkoJeannette SiminoTanya M TeslovichRick JansenHarm-Jan WestraCharles C WhiteDevin AbsherTarunveer S AhluwaliaShafqat AhmadEva AlbrechtAlexessander Couto AlvesJennifer L Bragg-GreshamAnton J M de CraenJoshua C BisAmélie BonnefondGabrielle BoucherGemma CadbyYu-Ching ChengCharleston W K ChiangGraciela DelgadoAyse DemirkanNicole DuekerNiina EklundGudny EiriksdottirJoel ErikssonBjarke FeenstraKrista FischerFrancesca FrauTessel E GaleslootFrank GellerAnuj GoelMathias GorskiTanja B GrammerStefan GustafssonSaskia HaitjemaJouke-Jan HottengaJennifer E HuffmanAnne U JacksonKevin B JacobsÅsa JohanssonMarika KaakinenMarcus E KleberJari LahtiIrene Mateo LeachBenjamin LehneYoufang LiuKen Sin LoMattias LorentzonJian'an LuanPamela A F MaddenMassimo ManginoBarbara McKnightCarolina Medina-GomezKeri L MondaMay E MontasserGabriele MüllerMartina Müller-NurasyidIlja M NolteKalliope PanoutsopoulouLaura PascoeLavinia PaternosterNigel W RaynerFrida RenströmFederica RizziLynda M RoseKathy A RyanPerttu SaloSerena SannaHubert ScharnaglJianxin ShiAlbert Vernon SmithLorraine SouthamAlena StančákováValgerdur SteinthorsdottirRona J StrawbridgeYun Ju SungIoanna TachmazidouToshiko TanakaGudmar ThorleifssonStella TrompetNatalia PervjakovaJonathan P TyrerLiesbeth VandenputSander W van der LaanNathalie van der VeldeJessica van SettenJana V van Vliet-OstaptchoukNiek VerweijEfthymia VlachopoulouLindsay L WaiteSophie R WangZhaoming WangSarah H WildChristina WillenborgJames F WilsonAndrew WongJian YangLoïc YengoLaura M Yerges-ArmstrongLei YuWeihua ZhangJing Hua ZhaoEhm A AnderssonStephan J L BakkerDamiano BaldassarreKarina BanasikMatteo BarcellaCristina BarlassinaClaire BellisPaola BenaglioJohn BlangeroMatthias BlüherFabrice BonnetLori L BonnycastleHeather A BoydMarcel BruinenbergAron S BuchmanHarry CampbellYii-Der Ida ChenPeter S ChinesSimone Claudi-BoehmJohn ColeFrancis S CollinsEco J C de GeusLisette C P G M de GrootMaria DimitriouJubao DuanStefan EnrothElodie EuryAliki-Eleni FarmakiNita G ForouhiNele FriedrichPablo V GejmanBruna GiganteNicola GloriosoAlan S GoOmri GottesmanJürgen GräßlerHarald GrallertNiels GrarupYu-Mei GuLinda BroerAnnelies C HamTorben HansenTamara B HarrisCatharina A HartmanMaija HassinenNicholas HastieAndrew T HattersleyAndrew C HeathAnjali K HendersDena HernandezHans HillegeOddgeir HolmenKees G HovinghJennie HuiLise L HusemoenNina Hutri-KähönenPirro G HysiThomas IlligPhilip L De JagerShapour JalilzadehTorben JørgensenJ Wouter JukemaMarkus JuonalaStavroula KanoniMaria KaraleftheriKay Tee KhawLeena KinnunenSteven J KittnerWolfgang KoenigIvana KolcicPeter KovacsNikolaj T KrarupWolfgang KratzerJanine KrügerDiana KuhMeena KumariTheodosios KyriakouClaudia LangenbergLars LannfeltChiara LanzaniVaneet LotayLenore J LaunerKarin LeanderJaana LindströmAllan LinnebergYan-Ping LiuStéphane LobbensRobert LubenValeriya LyssenkoSatu MännistöPatrik K MagnussonWendy L McArdleCristina MenniSigrun MergerLili MilaniGrant W MontgomeryAndrew P MorrisNarisu NarisuMari NelisKen K OngAarno PalotieLouis PérusseIrene PichlerMaria G PiliaAnneli PoutaMyriam RheinbergerRasmus Ribel-MadsenMarcus RichardsKenneth M RiceTreva K RiceCarlo RivoltaVeikko SalomaaAlan R SandersMark A SarzynskiSalome ScholtensRobert A ScottWilliam R ScottSylvain SebertSebanti SenguptaBengt SennbladThomas SeufferleinAngela SilveiraP Eline SlagboomJan H SmitThomas H SparsøKathleen StirrupsRonald P StolkHeather M StringhamMorris A SwertzAmy J SwiftAnn-Christine SyvänenSian-Tsung TanBarbara ThorandAnke TönjesAngelo TremblayEmmanouil TsafantakisPeter J van der MostUwe VölkerMarie-Claude VohlJudith M VonkMelanie WaldenbergerRyan W WalkerRoman WennauerElisabeth WidénGonneke WillemsenTom WilsgaardAlan F WrightM Carola ZillikensSuzanne C van DijkNatasja M van SchoorFolkert W AsselbergsPaul I W de BakkerJacques S BeckmannJohn BeilbyDavid A BennettRichard N BergmanSven BergmannCarsten A BögerBernhard O BoehmEric BoerwinkleDorret I BoomsmaStefan R BornsteinErwin P BottingerClaude BouchardJohn C ChambersStephen J ChanockDaniel I ChasmanFrancesco CuccaDaniele CusiGeorge DedoussisJeanette ErdmannJohan G ErikssonDenis A EvansUlf de FaireMartin FarrallLuigi FerrucciIan FordLude FrankePaul W FranksPhilippe FroguelRon T GansevoortChristian GiegerHenrik GrönbergVilmundur GudnasonUlf GyllenstenPer HallAnders HamstenPim van der HarstCaroline HaywardMarkku HeliövaaraChristian HengstenbergAndrew A HicksAroon HingoraniAlbert HofmanFrank HuHeikki V HuikuriKristian HveemAlan L JamesJoanne M JordanAntti JulaMika KähönenEero KajantieSekar KathiresanLambertus A L M KiemeneyMika KivimakiPaul B KnektHeikki A KoistinenJaspal S KoonerSeppo KoskinenJohanna KuusistoWinfried MaerzNicholas G MartinMarkku LaaksoTimo A LakkaTerho LehtimäkiGuillaume LettreDouglas F LevinsonLars LindMarja-Liisa LokkiPekka MäntyselkäMads MelbyeAndres MetspaluBraxton D MitchellFrans L MollJeffrey C MurrayArthur W MuskMarkku S NieminenInger NjølstadClaes OhlssonAlbertine J OldehinkelBen A OostraLyle J PalmerJames S PankowGerard PasterkampNancy L PedersenOluf PedersenBrenda W PenninxMarkus PerolaAnnette PetersOzren PolašekPeter P PramstallerBruce M PsatyLu QiThomas QuertermousOlli T RaitakariTuomo RankinenRainer RauramaaPaul M RidkerJohn D RiouxFernando RivadeneiraJerome I RotterIgor RudanHester M den RuijterJuha SaltevoNaveed SattarHeribert SchunkertPeter E H SchwarzAlan R ShuldinerJuha SinisaloHarold SniederThorkild I A SørensenTim D SpectorJan A StaessenBandinelli StefaniaUnnur ThorsteinsdottirMichael StumvollJean-Claude TardifElena TremoliJaakko TuomilehtoAndré G UitterlindenMatti UusitupaAndré L M VerbeekSita H VermeulenJorma S ViikariVeronique VitartHenry VölzkePeter VollenweiderGérard WaeberMark WalkerHenri WallaschofskiNicholas J WarehamHugh WatkinsEleftheria ZegginiCHARGE ConsortiumDIAGRAM ConsortiumGLGC ConsortiumGlobal-BPGen ConsortiumICBP ConsortiumMAGIC ConsortiumAravinda ChakravartiDeborah J CleggL Adrienne CupplesPenny Gordon-LarsenCashell E JaquishD C RaoGoncalo R AbecasisThemistocles L AssimesInês BarrosoSonja I BerndtMichael BoehnkePanos DeloukasCaroline S FoxLeif C GroopDavid J HunterErik IngelssonRobert C KaplanMark I McCarthyKaren L MohlkeJeffrey R O'ConnellDavid SchlessingerDavid P StrachanKari StefanssonCornelia M van DuijnJoel N HirschhornCecilia M LindgrenIris M HeidKari E NorthIngrid B BoreckiZoltán KutalikRuth J F LoosGenome-wide association studies (GWAS) have identified more than 100 genetic variants contributing to BMI, a measure of body size, or waist-to-hip ratio (adjusted for BMI, WHRadjBMI), a measure of body shape. Body size and shape change as people grow older and these changes differ substantially between men and women. To systematically screen for age- and/or sex-specific effects of genetic variants on BMI and WHRadjBMI, we performed meta-analyses of 114 studies (up to 320,485 individuals of European descent) with genome-wide chip and/or Metabochip data by the Genetic Investigation of Anthropometric Traits (GIANT) Consortium. Each study tested the association of up to ~2.8M SNPs with BMI and WHRadjBMI in four strata (men ≤50y, men >50y, women ≤50y, women >50y) and summary statistics were combined in stratum-specific meta-analyses. We then screened for variants that showed age-specific effects (G x AGE), sex-specific effects (G x SEX) or age-specific effects that differed between men and women (G x AGE x SEX). For BMI, we identified 15 loci (11 previously established for main effects, four novel) that showed significant (FDR<5%) age-specific effects, of which 11 had larger effects in younger (<50y) than in older adults (≥50y). No sex-dependent effects were identified for BMI. For WHRadjBMI, we identified 44 loci (27 previously established for main effects, 17 novel) with sex-specific effects, of which 28 showed larger effects in women than in men, five showed larger effects in men than in women, and 11 showed opposite effects between sexes. No age-dependent effects were identified for WHRadjBMI. This is the first genome-wide interaction meta-analysis to report convincing evidence of age-dependent genetic effects on BMI. In addition, we confirm the sex-specificity of genetic effects on WHRadjBMI. These results may provide further insights into the biology that underlies weight change with age or the sexually dimorphism of body shape.https://doi.org/10.1371/journal.pgen.1005378
spellingShingle	Thomas W Winkler Anne E Justice Mariaelisa Graff Llilda Barata Mary F Feitosa Su Chu Jacek Czajkowski Tõnu Esko Tove Fall Tuomas O Kilpeläinen Yingchang Lu Reedik Mägi Evelin Mihailov Tune H Pers Sina Rüeger Alexander Teumer Georg B Ehret Teresa Ferreira Nancy L Heard-Costa Juha Karjalainen Vasiliki Lagou Anubha Mahajan Michael D Neinast Inga Prokopenko Jeannette Simino Tanya M Teslovich Rick Jansen Harm-Jan Westra Charles C White Devin Absher Tarunveer S Ahluwalia Shafqat Ahmad Eva Albrecht Alexessander Couto Alves Jennifer L Bragg-Gresham Anton J M de Craen Joshua C Bis Amélie Bonnefond Gabrielle Boucher Gemma Cadby Yu-Ching Cheng Charleston W K Chiang Graciela Delgado Ayse Demirkan Nicole Dueker Niina Eklund Gudny Eiriksdottir Joel Eriksson Bjarke Feenstra Krista Fischer Francesca Frau Tessel E Galesloot Frank Geller Anuj Goel Mathias Gorski Tanja B Grammer Stefan Gustafsson Saskia Haitjema Jouke-Jan Hottenga Jennifer E Huffman Anne U Jackson Kevin B Jacobs Åsa Johansson Marika Kaakinen Marcus E Kleber Jari Lahti Irene Mateo Leach Benjamin Lehne Youfang Liu Ken Sin Lo Mattias Lorentzon Jian'an Luan Pamela A F Madden Massimo Mangino Barbara McKnight Carolina Medina-Gomez Keri L Monda May E Montasser Gabriele Müller Martina Müller-Nurasyid Ilja M Nolte Kalliope Panoutsopoulou Laura Pascoe Lavinia Paternoster Nigel W Rayner Frida Renström Federica Rizzi Lynda M Rose Kathy A Ryan Perttu Salo Serena Sanna Hubert Scharnagl Jianxin Shi Albert Vernon Smith Lorraine Southam Alena Stančáková Valgerdur Steinthorsdottir Rona J Strawbridge Yun Ju Sung Ioanna Tachmazidou Toshiko Tanaka Gudmar Thorleifsson Stella Trompet Natalia Pervjakova Jonathan P Tyrer Liesbeth Vandenput Sander W van der Laan Nathalie van der Velde Jessica van Setten Jana V van Vliet-Ostaptchouk Niek Verweij Efthymia Vlachopoulou Lindsay L Waite Sophie R Wang Zhaoming Wang Sarah H Wild Christina Willenborg James F Wilson Andrew Wong Jian Yang Loïc Yengo Laura M Yerges-Armstrong Lei Yu Weihua Zhang Jing Hua Zhao Ehm A Andersson Stephan J L Bakker Damiano Baldassarre Karina Banasik Matteo Barcella Cristina Barlassina Claire Bellis Paola Benaglio John Blangero Matthias Blüher Fabrice Bonnet Lori L Bonnycastle Heather A Boyd Marcel Bruinenberg Aron S Buchman Harry Campbell Yii-Der Ida Chen Peter S Chines Simone Claudi-Boehm John Cole Francis S Collins Eco J C de Geus Lisette C P G M de Groot Maria Dimitriou Jubao Duan Stefan Enroth Elodie Eury Aliki-Eleni Farmaki Nita G Forouhi Nele Friedrich Pablo V Gejman Bruna Gigante Nicola Glorioso Alan S Go Omri Gottesman Jürgen Gräßler Harald Grallert Niels Grarup Yu-Mei Gu Linda Broer Annelies C Ham Torben Hansen Tamara B Harris Catharina A Hartman Maija Hassinen Nicholas Hastie Andrew T Hattersley Andrew C Heath Anjali K Henders Dena Hernandez Hans Hillege Oddgeir Holmen Kees G Hovingh Jennie Hui Lise L Husemoen Nina Hutri-Kähönen Pirro G Hysi Thomas Illig Philip L De Jager Shapour Jalilzadeh Torben Jørgensen J Wouter Jukema Markus Juonala Stavroula Kanoni Maria Karaleftheri Kay Tee Khaw Leena Kinnunen Steven J Kittner Wolfgang Koenig Ivana Kolcic Peter Kovacs Nikolaj T Krarup Wolfgang Kratzer Janine Krüger Diana Kuh Meena Kumari Theodosios Kyriakou Claudia Langenberg Lars Lannfelt Chiara Lanzani Vaneet Lotay Lenore J Launer Karin Leander Jaana Lindström Allan Linneberg Yan-Ping Liu Stéphane Lobbens Robert Luben Valeriya Lyssenko Satu Männistö Patrik K Magnusson Wendy L McArdle Cristina Menni Sigrun Merger Lili Milani Grant W Montgomery Andrew P Morris Narisu Narisu Mari Nelis Ken K Ong Aarno Palotie Louis Pérusse Irene Pichler Maria G Pilia Anneli Pouta Myriam Rheinberger Rasmus Ribel-Madsen Marcus Richards Kenneth M Rice Treva K Rice Carlo Rivolta Veikko Salomaa Alan R Sanders Mark A Sarzynski Salome Scholtens Robert A Scott William R Scott Sylvain Sebert Sebanti Sengupta Bengt Sennblad Thomas Seufferlein Angela Silveira P Eline Slagboom Jan H Smit Thomas H Sparsø Kathleen Stirrups Ronald P Stolk Heather M Stringham Morris A Swertz Amy J Swift Ann-Christine Syvänen Sian-Tsung Tan Barbara Thorand Anke Tönjes Angelo Tremblay Emmanouil Tsafantakis Peter J van der Most Uwe Völker Marie-Claude Vohl Judith M Vonk Melanie Waldenberger Ryan W Walker Roman Wennauer Elisabeth Widén Gonneke Willemsen Tom Wilsgaard Alan F Wright M Carola Zillikens Suzanne C van Dijk Natasja M van Schoor Folkert W Asselbergs Paul I W de Bakker Jacques S Beckmann John Beilby David A Bennett Richard N Bergman Sven Bergmann Carsten A Böger Bernhard O Boehm Eric Boerwinkle Dorret I Boomsma Stefan R Bornstein Erwin P Bottinger Claude Bouchard John C Chambers Stephen J Chanock Daniel I Chasman Francesco Cucca Daniele Cusi George Dedoussis Jeanette Erdmann Johan G Eriksson Denis A Evans Ulf de Faire Martin Farrall Luigi Ferrucci Ian Ford Lude Franke Paul W Franks Philippe Froguel Ron T Gansevoort Christian Gieger Henrik Grönberg Vilmundur Gudnason Ulf Gyllensten Per Hall Anders Hamsten Pim van der Harst Caroline Hayward Markku Heliövaara Christian Hengstenberg Andrew A Hicks Aroon Hingorani Albert Hofman Frank Hu Heikki V Huikuri Kristian Hveem Alan L James Joanne M Jordan Antti Jula Mika Kähönen Eero Kajantie Sekar Kathiresan Lambertus A L M Kiemeney Mika Kivimaki Paul B Knekt Heikki A Koistinen Jaspal S Kooner Seppo Koskinen Johanna Kuusisto Winfried Maerz Nicholas G Martin Markku Laakso Timo A Lakka Terho Lehtimäki Guillaume Lettre Douglas F Levinson Lars Lind Marja-Liisa Lokki Pekka Mäntyselkä Mads Melbye Andres Metspalu Braxton D Mitchell Frans L Moll Jeffrey C Murray Arthur W Musk Markku S Nieminen Inger Njølstad Claes Ohlsson Albertine J Oldehinkel Ben A Oostra Lyle J Palmer James S Pankow Gerard Pasterkamp Nancy L Pedersen Oluf Pedersen Brenda W Penninx Markus Perola Annette Peters Ozren Polašek Peter P Pramstaller Bruce M Psaty Lu Qi Thomas Quertermous Olli T Raitakari Tuomo Rankinen Rainer Rauramaa Paul M Ridker John D Rioux Fernando Rivadeneira Jerome I Rotter Igor Rudan Hester M den Ruijter Juha Saltevo Naveed Sattar Heribert Schunkert Peter E H Schwarz Alan R Shuldiner Juha Sinisalo Harold Snieder Thorkild I A Sørensen Tim D Spector Jan A Staessen Bandinelli Stefania Unnur Thorsteinsdottir Michael Stumvoll Jean-Claude Tardif Elena Tremoli Jaakko Tuomilehto André G Uitterlinden Matti Uusitupa André L M Verbeek Sita H Vermeulen Jorma S Viikari Veronique Vitart Henry Völzke Peter Vollenweider Gérard Waeber Mark Walker Henri Wallaschofski Nicholas J Wareham Hugh Watkins Eleftheria Zeggini CHARGE Consortium DIAGRAM Consortium GLGC Consortium Global-BPGen Consortium ICBP Consortium MAGIC Consortium Aravinda Chakravarti Deborah J Clegg L Adrienne Cupples Penny Gordon-Larsen Cashell E Jaquish D C Rao Goncalo R Abecasis Themistocles L Assimes Inês Barroso Sonja I Berndt Michael Boehnke Panos Deloukas Caroline S Fox Leif C Groop David J Hunter Erik Ingelsson Robert C Kaplan Mark I McCarthy Karen L Mohlke Jeffrey R O'Connell David Schlessinger David P Strachan Kari Stefansson Cornelia M van Duijn Joel N Hirschhorn Cecilia M Lindgren Iris M Heid Kari E North Ingrid B Borecki Zoltán Kutalik Ruth J F Loos The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study. PLoS Genetics
title	The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study.
title_full	The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study.
title_fullStr	The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study.
title_full_unstemmed	The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study.
title_short	The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study.
title_sort	influence of age and sex on genetic associations with adult body size and shape a large scale genome wide interaction study
url	https://doi.org/10.1371/journal.pgen.1005378
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influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT paulwfranks influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT philippefroguel influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT rontgansevoort influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT christiangieger influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT henrikgronberg influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT vilmundurgudnason influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT ulfgyllensten influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT perhall 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influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT jeromeirotter influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT igorrudan influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT hestermdenruijter influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT juhasaltevo influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT naveedsattar influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT heribertschunkert influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT peterehschwarz influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT alanrshuldiner influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT juhasinisalo influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT haroldsnieder influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT thorkildiasørensen influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT timdspector influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT janastaessen influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT bandinellistefania influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT unnurthorsteinsdottir influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT michaelstumvoll influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT jeanclaudetardif influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT elenatremoli influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT jaakkotuomilehto influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT andreguitterlinden influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT mattiuusitupa influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT andrelmverbeek influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT sitahvermeulen influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT jormasviikari influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT veroniquevitart influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT henryvolzke influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT petervollenweider influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT gerardwaeber influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT markwalker influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT henriwallaschofski influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT nicholasjwareham influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT hughwatkins influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT eleftheriazeggini influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT chargeconsortium influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT diagramconsortium influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT glgcconsortium influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT globalbpgenconsortium influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT icbpconsortium influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT magicconsortium influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT aravindachakravarti influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT deborahjclegg influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT ladriennecupples influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT pennygordonlarsen influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT cashellejaquish influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT dcrao influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT goncalorabecasis influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT themistocleslassimes influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT inesbarroso influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT sonjaiberndt influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT michaelboehnke influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT panosdeloukas influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT carolinesfox influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT leifcgroop influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT davidjhunter influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT erikingelsson influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT robertckaplan influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT markimccarthy influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT karenlmohlke influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT jeffreyroconnell influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT davidschlessinger influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT davidpstrachan influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT karistefansson influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT corneliamvanduijn influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT joelnhirschhorn influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT ceciliamlindgren influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT irismheid influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT karienorth influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT ingridbborecki influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT zoltankutalik influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy AT ruthjfloos influenceofageandsexongeneticassociationswithadultbodysizeandshapealargescalegenomewideinteractionstudy

The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study.

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