Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture

Approaches exploiting extremes of the trait distribution may reveal novel loci for common traits, but it is unknown whether such loci are generalizable to the general population. In a genome-wide search for loci associated with upper vs. lower 5th percentiles of body mass index, height and waist-hip...

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Main Authors:	Berndt, Sonja I., Gustafsson, Stefan, Mägi, Reedik, Ganna, Andrea, Wheeler, Eleanor, Feitosa, Mary F., Justice, Anne E., Monda, Keri L., Croteau-Chonka, Damien C., Day, Felix R., Esko, Tõnu, Fall, Tove, Ferreira, Teresa, Gentilini, Davide, Jackson, Anne U., Luan, Jian’an, Randall, Joshua C., Vedantam, Sailaja, Willer, Cristen J., Winkler, Thomas W., Wood, Andrew R., Workalemahu, Tsegaselassie, Hu, Yi-Juan, Lee, Sang Hong, Liang, Liming, Lin, Dan-Yu, Min, Josine L., Neale, Benjamin M., Thorleifsson, Gudmar, Yang, Jian, Albrecht, Eva, Amin, Najaf, Bragg-Gresham, Jennifer L., Cadby, Gemma, den Heijer, Martin, Eklund, Niina, Fischer, Krista, Goel, Anuj, Hottenga, Jouke-Jan, Huffman, Jennifer E., Jarick, Ivonne, Johansson, Åsa, Johnson, Toby, Kanoni, Stavroula, Kleber, Marcus E., König, Inke R., Kristiansson, Kati, Kutalik, Zoltán, Lamina, Claudia, Lecoeur, Cecile, Li, Guo, Mangino, Massimo, McArdle, Wendy L., Medina-Gomez, Carolina, Müller-Nurasyid, Martina, Ngwa, Julius S., Nolte, Ilja M., Paternoster, Lavinia, Pechlivanis, Sonali, Perola, Markus, Peters, Marjolein J., Preuss, Michael, Rose, Lynda M., Shi, Jianxin, Shungin, Dmitry, Smith, Albert Vernon, Strawbridge, Rona J., Surakka, Ida, Teumer, Alexander, Trip, Mieke D., Tyrer, Jonathan, Van Vliet-Ostaptchouk, Jana V., Vandenput, Liesbeth, Waite, Lindsay L., Zhao, Jing Hua, Absher, Devin, Asselbergs, Folkert W., Atalay, Mustafa, Attwood, Antony P., Balmforth, Anthony J., Basart, Hanneke, Beilby, John, Bonnycastle, Lori L., Brambilla, Paolo, Bruinenberg, Marcel, Campbell, Harry, Chasman, Daniel I., Chines, Peter S., Collins, Francis S., Connell, John M., Cookson, William, de Faire, Ulf, de Vegt, Femmie, Dei, Mariano, Dimitriou, Maria, Edkins, Sarah, Estrada, Karol, Evans, David M., Farrall, Martin, Ferrario, Marco M., Ferrières, Jean, Franke, Lude, Frau, Francesca, Gejman, Pablo V., Grallert, Harald, Grönberg, Henrik, Gudnason, Vilmundur, Hall, Alistair S., Hall, Per, Hartikainen, Anna-Liisa, Hayward, Caroline, Heard-Costa, Nancy L., Heath, Andrew C., Hebebrand, Johannes, Homuth, Georg, Hu, Frank B., Hunt, Sarah E., Hyppönen, Elina, Iribarren, Carlos, Jacobs, Kevin B., Jansson, John-Olov, Jula, Antti, Kähönen, Mika, Kathiresan, Sekar, Kee, Frank, Khaw, Kay-Tee, Kivimaki, Mika, Koenig, Wolfgang, Kraja, Aldi T., Kumari, Meena, Kuulasmaa, Kari, Kuusisto, Johanna, Laitinen, Jaana H., Lakka, Timo A., Langenberg, Claudia, Launer, Lenore J., Lind, Lars, Lindström, Jaana, Liu, Jianjun, Liuzzi, Antonio, Lokki, Marja-Liisa, Lorentzon, Mattias, Madden, Pamela A., Magnusson, Patrik K., Manunta, Paolo, Marek, Diana, März, Winfried, Mateo Leach, Irene, McKnight, Barbara, Medland, Sarah E., Mihailov, Evelin, Milani, Lili, Montgomery, Grant W., Mooser, Vincent, Mühleisen, Thomas W., Munroe, Patricia B., Musk, Arthur W., Narisu, Narisu, Navis, Gerjan, Nicholson, George, Nohr, Ellen A., Ong, Ken K., Oostra, Ben A., Palmer, Colin N.A., Palotie, Aarno, Peden, John F., Pedersen, Nancy, Peters, Annette, Polasek, Ozren, Pouta, Anneli, Pramstaller, Peter P., Prokopenko, Inga, Pütter, Carolin, Radhakrishnan, Aparna, Raitakari, Olli, Rendon, Augusto, Rivadeneira, Fernando, Rudan, Igor, Saaristo, Timo E., Sambrook, Jennifer G., Sanders, Alan R., Sanna, Serena, Saramies, Jouko, Schipf, Sabine, Schreiber, Stefan, Schunkert, Heribert, Shin, So-Youn, Signorini, Stefano, Sinisalo, Juha, Skrobek, Boris, Soranzo, Nicole, Stančáková, Alena, Stark, Klaus, Stephens, Jonathan C., Stirrups, Kathleen, Stolk, Ronald P., Stumvoll, Michael, Swift, Amy J., Theodoraki, Eirini V., Thorand, Barbara, Tregouet, David-Alexandre, Tremoli, Elena, Van der Klauw, Melanie M., van Meurs, Joyce B.J., Vermeulen, Sita H., Viikari, Jorma, Virtamo, Jarmo, Vitart, Veronique, Waeber, Gérard, Wang, Zhaoming, Widén, Elisabeth, Wild, Sarah H., Willemsen, Gonneke, Winkelmann, Bernhard R., Witteman, Jacqueline C.M., Wolffenbuttel, Bruce H.R., Wong, Andrew, Wright, Alan F., Zillikens, M. Carola, Amouyel, Philippe, Boehm, Bernhard O., Boerwinkle, Eric, Boomsma, Dorret I., Caulfield, Mark J., Chanock, Stephen J., Cupples, L. Adrienne, Cusi, Daniele, Dedoussis, George V., Erdmann, Jeanette, Eriksson, Johan G., Franks, Paul W., Froguel, Philippe, Gieger, Christian, Gyllensten, Ulf, Hamsten, Anders, Harris, Tamara B., Hengstenberg, Christian, Hicks, Andrew A., Hingorani, Aroon, Hinney, Anke, Hofman, Albert, Hovingh, Kees G., Hveem, Kristian, Illig, Thomas, Jarvelin, Marjo-Riitta, Jöckel, Karl-Heinz, Keinanen-Kiukaanniemi, Sirkka M., Kiemeney, Lambertus A., Kuh, Diana, Laakso, Markku, Lehtimäki, Terho, Levinson, Douglas F., Martin, Nicholas G., Metspalu, Andres, Morris, Andrew D., Nieminen, Markku S., Njølstad, Inger, Ohlsson, Claes, Oldehinkel, Albertine J., Ouwehand, Willem H., Palmer, Lyle J., Penninx, Brenda, Power, Chris, Province, Michael A., Psaty, Bruce M., Qi, Lu, Rauramaa, Rainer, Ridker, Paul M., Ripatti, Samuli, Salomaa, Veikko, Samani, Nilesh J., Snieder, Harold, Sørensen, Thorkild I.A., Spector, Timothy D., Stefansson, Kari, Tönjes, Anke, Tuomilehto, Jaakko, Uitterlinden, André G., Uusitupa, Matti, van der Harst, Pim, Vollenweider, Peter, Wallaschofski, Henri, Wareham, Nicholas J., Watkins, Hugh, Wichmann, H.-Erich, Wilson, James F., Abecasis, Goncalo R., Assimes, Themistocles L., Barroso, Inês, Boehnke, Michael, Borecki, Ingrid B., Deloukas, Panos, Fox, Caroline S., Frayling, Timothy, Groop, Leif C., Haritunian, Talin, Heid, Iris M., Hunter, David, Kaplan, Robert C., Karpe, Fredrik, Moffatt, Miriam, Mohlke, Karen L., O’Connell, Jeffrey R., Pawitan, Yudi, Schadt, Eric E., Schlessinger, David, Steinthorsdottir, Valgerdur, Strachan, David P., Thorsteinsdottir, Unnur, van Duijn, Cornelia M., Visscher, Peter M., Di Blasio, Anna Maria, Hirschhorn, Joel N., Lindgren, Cecilia M., Morris, Andrew P., Meyre, David, Scherag, André, McCarthy, Mark I., Speliotes, Elizabeth K., North, Kari E., Loos, Ruth J.F., Ingelsson, Erik
Format:	Online
Language:	English
Published:	2013
Online Access:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3973018/

id	pubmed-3973018
recordtype	oai_dc
spelling	pubmed-39730182014-04-02 Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture Berndt, Sonja I. Gustafsson, Stefan Mägi, Reedik Ganna, Andrea Wheeler, Eleanor Feitosa, Mary F. Justice, Anne E. Monda, Keri L. Croteau-Chonka, Damien C. Day, Felix R. Esko, Tõnu Fall, Tove Ferreira, Teresa Gentilini, Davide Jackson, Anne U. Luan, Jian’an Randall, Joshua C. Vedantam, Sailaja Willer, Cristen J. Winkler, Thomas W. Wood, Andrew R. Workalemahu, Tsegaselassie Hu, Yi-Juan Lee, Sang Hong Liang, Liming Lin, Dan-Yu Min, Josine L. Neale, Benjamin M. Thorleifsson, Gudmar Yang, Jian Albrecht, Eva Amin, Najaf Bragg-Gresham, Jennifer L. Cadby, Gemma den Heijer, Martin Eklund, Niina Fischer, Krista Goel, Anuj Hottenga, Jouke-Jan Huffman, Jennifer E. Jarick, Ivonne Johansson, Åsa Johnson, Toby Kanoni, Stavroula Kleber, Marcus E. König, Inke R. Kristiansson, Kati Kutalik, Zoltán Lamina, Claudia Lecoeur, Cecile Li, Guo Mangino, Massimo McArdle, Wendy L. Medina-Gomez, Carolina Müller-Nurasyid, Martina Ngwa, Julius S. Nolte, Ilja M. Paternoster, Lavinia Pechlivanis, Sonali Perola, Markus Peters, Marjolein J. Preuss, Michael Rose, Lynda M. Shi, Jianxin Shungin, Dmitry Smith, Albert Vernon Strawbridge, Rona J. Surakka, Ida Teumer, Alexander Trip, Mieke D. Tyrer, Jonathan Van Vliet-Ostaptchouk, Jana V. Vandenput, Liesbeth Waite, Lindsay L. Zhao, Jing Hua Absher, Devin Asselbergs, Folkert W. Atalay, Mustafa Attwood, Antony P. Balmforth, Anthony J. Basart, Hanneke Beilby, John Bonnycastle, Lori L. Brambilla, Paolo Bruinenberg, Marcel Campbell, Harry Chasman, Daniel I. Chines, Peter S. Collins, Francis S. Connell, John M. Cookson, William de Faire, Ulf de Vegt, Femmie Dei, Mariano Dimitriou, Maria Edkins, Sarah Estrada, Karol Evans, David M. Farrall, Martin Ferrario, Marco M. Ferrières, Jean Franke, Lude Frau, Francesca Gejman, Pablo V. Grallert, Harald Grönberg, Henrik Gudnason, Vilmundur Hall, Alistair S. Hall, Per Hartikainen, Anna-Liisa Hayward, Caroline Heard-Costa, Nancy L. Heath, Andrew C. Hebebrand, Johannes Homuth, Georg Hu, Frank B. Hunt, Sarah E. Hyppönen, Elina Iribarren, Carlos Jacobs, Kevin B. Jansson, John-Olov Jula, Antti Kähönen, Mika Kathiresan, Sekar Kee, Frank Khaw, Kay-Tee Kivimaki, Mika Koenig, Wolfgang Kraja, Aldi T. Kumari, Meena Kuulasmaa, Kari Kuusisto, Johanna Laitinen, Jaana H. Lakka, Timo A. Langenberg, Claudia Launer, Lenore J. Lind, Lars Lindström, Jaana Liu, Jianjun Liuzzi, Antonio Lokki, Marja-Liisa Lorentzon, Mattias Madden, Pamela A. Magnusson, Patrik K. Manunta, Paolo Marek, Diana März, Winfried Mateo Leach, Irene McKnight, Barbara Medland, Sarah E. Mihailov, Evelin Milani, Lili Montgomery, Grant W. Mooser, Vincent Mühleisen, Thomas W. Munroe, Patricia B. Musk, Arthur W. Narisu, Narisu Navis, Gerjan Nicholson, George Nohr, Ellen A. Ong, Ken K. Oostra, Ben A. Palmer, Colin N.A. Palotie, Aarno Peden, John F. Pedersen, Nancy Peters, Annette Polasek, Ozren Pouta, Anneli Pramstaller, Peter P. Prokopenko, Inga Pütter, Carolin Radhakrishnan, Aparna Raitakari, Olli Rendon, Augusto Rivadeneira, Fernando Rudan, Igor Saaristo, Timo E. Sambrook, Jennifer G. Sanders, Alan R. Sanna, Serena Saramies, Jouko Schipf, Sabine Schreiber, Stefan Schunkert, Heribert Shin, So-Youn Signorini, Stefano Sinisalo, Juha Skrobek, Boris Soranzo, Nicole Stančáková, Alena Stark, Klaus Stephens, Jonathan C. Stirrups, Kathleen Stolk, Ronald P. Stumvoll, Michael Swift, Amy J. Theodoraki, Eirini V. Thorand, Barbara Tregouet, David-Alexandre Tremoli, Elena Van der Klauw, Melanie M. van Meurs, Joyce B.J. Vermeulen, Sita H. Viikari, Jorma Virtamo, Jarmo Vitart, Veronique Waeber, Gérard Wang, Zhaoming Widén, Elisabeth Wild, Sarah H. Willemsen, Gonneke Winkelmann, Bernhard R. Witteman, Jacqueline C.M. Wolffenbuttel, Bruce H.R. Wong, Andrew Wright, Alan F. Zillikens, M. Carola Amouyel, Philippe Boehm, Bernhard O. Boerwinkle, Eric Boomsma, Dorret I. Caulfield, Mark J. Chanock, Stephen J. Cupples, L. Adrienne Cusi, Daniele Dedoussis, George V. Erdmann, Jeanette Eriksson, Johan G. Franks, Paul W. Froguel, Philippe Gieger, Christian Gyllensten, Ulf Hamsten, Anders Harris, Tamara B. Hengstenberg, Christian Hicks, Andrew A. Hingorani, Aroon Hinney, Anke Hofman, Albert Hovingh, Kees G. Hveem, Kristian Illig, Thomas Jarvelin, Marjo-Riitta Jöckel, Karl-Heinz Keinanen-Kiukaanniemi, Sirkka M. Kiemeney, Lambertus A. Kuh, Diana Laakso, Markku Lehtimäki, Terho Levinson, Douglas F. Martin, Nicholas G. Metspalu, Andres Morris, Andrew D. Nieminen, Markku S. Njølstad, Inger Ohlsson, Claes Oldehinkel, Albertine J. Ouwehand, Willem H. Palmer, Lyle J. Penninx, Brenda Power, Chris Province, Michael A. Psaty, Bruce M. Qi, Lu Rauramaa, Rainer Ridker, Paul M. Ripatti, Samuli Salomaa, Veikko Samani, Nilesh J. Snieder, Harold Sørensen, Thorkild I.A. Spector, Timothy D. Stefansson, Kari Tönjes, Anke Tuomilehto, Jaakko Uitterlinden, André G. Uusitupa, Matti van der Harst, Pim Vollenweider, Peter Wallaschofski, Henri Wareham, Nicholas J. Watkins, Hugh Wichmann, H.-Erich Wilson, James F. Abecasis, Goncalo R. Assimes, Themistocles L. Barroso, Inês Boehnke, Michael Borecki, Ingrid B. Deloukas, Panos Fox, Caroline S. Frayling, Timothy Groop, Leif C. Haritunian, Talin Heid, Iris M. Hunter, David Kaplan, Robert C. Karpe, Fredrik Moffatt, Miriam Mohlke, Karen L. O’Connell, Jeffrey R. Pawitan, Yudi Schadt, Eric E. Schlessinger, David Steinthorsdottir, Valgerdur Strachan, David P. Thorsteinsdottir, Unnur van Duijn, Cornelia M. Visscher, Peter M. Di Blasio, Anna Maria Hirschhorn, Joel N. Lindgren, Cecilia M. Morris, Andrew P. Meyre, David Scherag, André McCarthy, Mark I. Speliotes, Elizabeth K. North, Kari E. Loos, Ruth J.F. Ingelsson, Erik Article Approaches exploiting extremes of the trait distribution may reveal novel loci for common traits, but it is unknown whether such loci are generalizable to the general population. In a genome-wide search for loci associated with upper vs. lower 5th percentiles of body mass index, height and waist-hip ratio, as well as clinical classes of obesity including up to 263,407 European individuals, we identified four new loci (IGFBP4, H6PD, RSRC1, PPP2R2A) influencing height detected in the tails and seven new loci (HNF4G, RPTOR, GNAT2, MRPS33P4, ADCY9, HS6ST3, ZZZ3) for clinical classes of obesity. Further, we show that there is large overlap in terms of genetic structure and distribution of variants between traits based on extremes and the general population and little etiologic heterogeneity between obesity subgroups. 2013-04-07 2013-05 /pmc/articles/PMC3973018/ /pubmed/23563607 http://dx.doi.org/10.1038/ng.2606 Text en http://www.nature.com/authors/editorial_policies/license.html#terms Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms
repository_type	Open Access Journal
institution_category	Foreign Institution
institution	US National Center for Biotechnology Information
building	NCBI PubMed
collection	Online Access
language	English
format	Online
author	Berndt, Sonja I. Gustafsson, Stefan Mägi, Reedik Ganna, Andrea Wheeler, Eleanor Feitosa, Mary F. Justice, Anne E. Monda, Keri L. Croteau-Chonka, Damien C. Day, Felix R. Esko, Tõnu Fall, Tove Ferreira, Teresa Gentilini, Davide Jackson, Anne U. Luan, Jian’an Randall, Joshua C. Vedantam, Sailaja Willer, Cristen J. Winkler, Thomas W. Wood, Andrew R. Workalemahu, Tsegaselassie Hu, Yi-Juan Lee, Sang Hong Liang, Liming Lin, Dan-Yu Min, Josine L. Neale, Benjamin M. Thorleifsson, Gudmar Yang, Jian Albrecht, Eva Amin, Najaf Bragg-Gresham, Jennifer L. Cadby, Gemma den Heijer, Martin Eklund, Niina Fischer, Krista Goel, Anuj Hottenga, Jouke-Jan Huffman, Jennifer E. Jarick, Ivonne Johansson, Åsa Johnson, Toby Kanoni, Stavroula Kleber, Marcus E. König, Inke R. Kristiansson, Kati Kutalik, Zoltán Lamina, Claudia Lecoeur, Cecile Li, Guo Mangino, Massimo McArdle, Wendy L. Medina-Gomez, Carolina Müller-Nurasyid, Martina Ngwa, Julius S. Nolte, Ilja M. Paternoster, Lavinia Pechlivanis, Sonali Perola, Markus Peters, Marjolein J. Preuss, Michael Rose, Lynda M. Shi, Jianxin Shungin, Dmitry Smith, Albert Vernon Strawbridge, Rona J. Surakka, Ida Teumer, Alexander Trip, Mieke D. Tyrer, Jonathan Van Vliet-Ostaptchouk, Jana V. Vandenput, Liesbeth Waite, Lindsay L. Zhao, Jing Hua Absher, Devin Asselbergs, Folkert W. Atalay, Mustafa Attwood, Antony P. Balmforth, Anthony J. Basart, Hanneke Beilby, John Bonnycastle, Lori L. Brambilla, Paolo Bruinenberg, Marcel Campbell, Harry Chasman, Daniel I. Chines, Peter S. Collins, Francis S. Connell, John M. Cookson, William de Faire, Ulf de Vegt, Femmie Dei, Mariano Dimitriou, Maria Edkins, Sarah Estrada, Karol Evans, David M. Farrall, Martin Ferrario, Marco M. Ferrières, Jean Franke, Lude Frau, Francesca Gejman, Pablo V. Grallert, Harald Grönberg, Henrik Gudnason, Vilmundur Hall, Alistair S. Hall, Per Hartikainen, Anna-Liisa Hayward, Caroline Heard-Costa, Nancy L. Heath, Andrew C. Hebebrand, Johannes Homuth, Georg Hu, Frank B. Hunt, Sarah E. Hyppönen, Elina Iribarren, Carlos Jacobs, Kevin B. Jansson, John-Olov Jula, Antti Kähönen, Mika Kathiresan, Sekar Kee, Frank Khaw, Kay-Tee Kivimaki, Mika Koenig, Wolfgang Kraja, Aldi T. Kumari, Meena Kuulasmaa, Kari Kuusisto, Johanna Laitinen, Jaana H. Lakka, Timo A. Langenberg, Claudia Launer, Lenore J. Lind, Lars Lindström, Jaana Liu, Jianjun Liuzzi, Antonio Lokki, Marja-Liisa Lorentzon, Mattias Madden, Pamela A. Magnusson, Patrik K. Manunta, Paolo Marek, Diana März, Winfried Mateo Leach, Irene McKnight, Barbara Medland, Sarah E. Mihailov, Evelin Milani, Lili Montgomery, Grant W. Mooser, Vincent Mühleisen, Thomas W. Munroe, Patricia B. Musk, Arthur W. Narisu, Narisu Navis, Gerjan Nicholson, George Nohr, Ellen A. Ong, Ken K. Oostra, Ben A. Palmer, Colin N.A. Palotie, Aarno Peden, John F. Pedersen, Nancy Peters, Annette Polasek, Ozren Pouta, Anneli Pramstaller, Peter P. Prokopenko, Inga Pütter, Carolin Radhakrishnan, Aparna Raitakari, Olli Rendon, Augusto Rivadeneira, Fernando Rudan, Igor Saaristo, Timo E. Sambrook, Jennifer G. Sanders, Alan R. Sanna, Serena Saramies, Jouko Schipf, Sabine Schreiber, Stefan Schunkert, Heribert Shin, So-Youn Signorini, Stefano Sinisalo, Juha Skrobek, Boris Soranzo, Nicole Stančáková, Alena Stark, Klaus Stephens, Jonathan C. Stirrups, Kathleen Stolk, Ronald P. Stumvoll, Michael Swift, Amy J. Theodoraki, Eirini V. Thorand, Barbara Tregouet, David-Alexandre Tremoli, Elena Van der Klauw, Melanie M. van Meurs, Joyce B.J. Vermeulen, Sita H. Viikari, Jorma Virtamo, Jarmo Vitart, Veronique Waeber, Gérard Wang, Zhaoming Widén, Elisabeth Wild, Sarah H. Willemsen, Gonneke Winkelmann, Bernhard R. Witteman, Jacqueline C.M. Wolffenbuttel, Bruce H.R. Wong, Andrew Wright, Alan F. Zillikens, M. Carola Amouyel, Philippe Boehm, Bernhard O. Boerwinkle, Eric Boomsma, Dorret I. Caulfield, Mark J. Chanock, Stephen J. Cupples, L. Adrienne Cusi, Daniele Dedoussis, George V. Erdmann, Jeanette Eriksson, Johan G. Franks, Paul W. Froguel, Philippe Gieger, Christian Gyllensten, Ulf Hamsten, Anders Harris, Tamara B. Hengstenberg, Christian Hicks, Andrew A. Hingorani, Aroon Hinney, Anke Hofman, Albert Hovingh, Kees G. Hveem, Kristian Illig, Thomas Jarvelin, Marjo-Riitta Jöckel, Karl-Heinz Keinanen-Kiukaanniemi, Sirkka M. Kiemeney, Lambertus A. Kuh, Diana Laakso, Markku Lehtimäki, Terho Levinson, Douglas F. Martin, Nicholas G. Metspalu, Andres Morris, Andrew D. Nieminen, Markku S. Njølstad, Inger Ohlsson, Claes Oldehinkel, Albertine J. Ouwehand, Willem H. Palmer, Lyle J. Penninx, Brenda Power, Chris Province, Michael A. Psaty, Bruce M. Qi, Lu Rauramaa, Rainer Ridker, Paul M. Ripatti, Samuli Salomaa, Veikko Samani, Nilesh J. Snieder, Harold Sørensen, Thorkild I.A. Spector, Timothy D. Stefansson, Kari Tönjes, Anke Tuomilehto, Jaakko Uitterlinden, André G. Uusitupa, Matti van der Harst, Pim Vollenweider, Peter Wallaschofski, Henri Wareham, Nicholas J. Watkins, Hugh Wichmann, H.-Erich Wilson, James F. Abecasis, Goncalo R. Assimes, Themistocles L. Barroso, Inês Boehnke, Michael Borecki, Ingrid B. Deloukas, Panos Fox, Caroline S. Frayling, Timothy Groop, Leif C. Haritunian, Talin Heid, Iris M. Hunter, David Kaplan, Robert C. Karpe, Fredrik Moffatt, Miriam Mohlke, Karen L. O’Connell, Jeffrey R. Pawitan, Yudi Schadt, Eric E. Schlessinger, David Steinthorsdottir, Valgerdur Strachan, David P. Thorsteinsdottir, Unnur van Duijn, Cornelia M. Visscher, Peter M. Di Blasio, Anna Maria Hirschhorn, Joel N. Lindgren, Cecilia M. Morris, Andrew P. Meyre, David Scherag, André McCarthy, Mark I. Speliotes, Elizabeth K. North, Kari E. Loos, Ruth J.F. Ingelsson, Erik
spellingShingle	Berndt, Sonja I. Gustafsson, Stefan Mägi, Reedik Ganna, Andrea Wheeler, Eleanor Feitosa, Mary F. Justice, Anne E. Monda, Keri L. Croteau-Chonka, Damien C. Day, Felix R. Esko, Tõnu Fall, Tove Ferreira, Teresa Gentilini, Davide Jackson, Anne U. Luan, Jian’an Randall, Joshua C. Vedantam, Sailaja Willer, Cristen J. Winkler, Thomas W. Wood, Andrew R. Workalemahu, Tsegaselassie Hu, Yi-Juan Lee, Sang Hong Liang, Liming Lin, Dan-Yu Min, Josine L. Neale, Benjamin M. Thorleifsson, Gudmar Yang, Jian Albrecht, Eva Amin, Najaf Bragg-Gresham, Jennifer L. Cadby, Gemma den Heijer, Martin Eklund, Niina Fischer, Krista Goel, Anuj Hottenga, Jouke-Jan Huffman, Jennifer E. Jarick, Ivonne Johansson, Åsa Johnson, Toby Kanoni, Stavroula Kleber, Marcus E. König, Inke R. Kristiansson, Kati Kutalik, Zoltán Lamina, Claudia Lecoeur, Cecile Li, Guo Mangino, Massimo McArdle, Wendy L. Medina-Gomez, Carolina Müller-Nurasyid, Martina Ngwa, Julius S. Nolte, Ilja M. Paternoster, Lavinia Pechlivanis, Sonali Perola, Markus Peters, Marjolein J. Preuss, Michael Rose, Lynda M. Shi, Jianxin Shungin, Dmitry Smith, Albert Vernon Strawbridge, Rona J. Surakka, Ida Teumer, Alexander Trip, Mieke D. Tyrer, Jonathan Van Vliet-Ostaptchouk, Jana V. Vandenput, Liesbeth Waite, Lindsay L. Zhao, Jing Hua Absher, Devin Asselbergs, Folkert W. Atalay, Mustafa Attwood, Antony P. Balmforth, Anthony J. Basart, Hanneke Beilby, John Bonnycastle, Lori L. Brambilla, Paolo Bruinenberg, Marcel Campbell, Harry Chasman, Daniel I. Chines, Peter S. Collins, Francis S. Connell, John M. Cookson, William de Faire, Ulf de Vegt, Femmie Dei, Mariano Dimitriou, Maria Edkins, Sarah Estrada, Karol Evans, David M. Farrall, Martin Ferrario, Marco M. Ferrières, Jean Franke, Lude Frau, Francesca Gejman, Pablo V. Grallert, Harald Grönberg, Henrik Gudnason, Vilmundur Hall, Alistair S. Hall, Per Hartikainen, Anna-Liisa Hayward, Caroline Heard-Costa, Nancy L. Heath, Andrew C. Hebebrand, Johannes Homuth, Georg Hu, Frank B. Hunt, Sarah E. Hyppönen, Elina Iribarren, Carlos Jacobs, Kevin B. Jansson, John-Olov Jula, Antti Kähönen, Mika Kathiresan, Sekar Kee, Frank Khaw, Kay-Tee Kivimaki, Mika Koenig, Wolfgang Kraja, Aldi T. Kumari, Meena Kuulasmaa, Kari Kuusisto, Johanna Laitinen, Jaana H. Lakka, Timo A. Langenberg, Claudia Launer, Lenore J. Lind, Lars Lindström, Jaana Liu, Jianjun Liuzzi, Antonio Lokki, Marja-Liisa Lorentzon, Mattias Madden, Pamela A. Magnusson, Patrik K. Manunta, Paolo Marek, Diana März, Winfried Mateo Leach, Irene McKnight, Barbara Medland, Sarah E. Mihailov, Evelin Milani, Lili Montgomery, Grant W. Mooser, Vincent Mühleisen, Thomas W. Munroe, Patricia B. Musk, Arthur W. Narisu, Narisu Navis, Gerjan Nicholson, George Nohr, Ellen A. Ong, Ken K. Oostra, Ben A. Palmer, Colin N.A. Palotie, Aarno Peden, John F. Pedersen, Nancy Peters, Annette Polasek, Ozren Pouta, Anneli Pramstaller, Peter P. Prokopenko, Inga Pütter, Carolin Radhakrishnan, Aparna Raitakari, Olli Rendon, Augusto Rivadeneira, Fernando Rudan, Igor Saaristo, Timo E. Sambrook, Jennifer G. Sanders, Alan R. Sanna, Serena Saramies, Jouko Schipf, Sabine Schreiber, Stefan Schunkert, Heribert Shin, So-Youn Signorini, Stefano Sinisalo, Juha Skrobek, Boris Soranzo, Nicole Stančáková, Alena Stark, Klaus Stephens, Jonathan C. Stirrups, Kathleen Stolk, Ronald P. Stumvoll, Michael Swift, Amy J. Theodoraki, Eirini V. Thorand, Barbara Tregouet, David-Alexandre Tremoli, Elena Van der Klauw, Melanie M. van Meurs, Joyce B.J. Vermeulen, Sita H. Viikari, Jorma Virtamo, Jarmo Vitart, Veronique Waeber, Gérard Wang, Zhaoming Widén, Elisabeth Wild, Sarah H. Willemsen, Gonneke Winkelmann, Bernhard R. Witteman, Jacqueline C.M. Wolffenbuttel, Bruce H.R. Wong, Andrew Wright, Alan F. Zillikens, M. Carola Amouyel, Philippe Boehm, Bernhard O. Boerwinkle, Eric Boomsma, Dorret I. Caulfield, Mark J. Chanock, Stephen J. Cupples, L. Adrienne Cusi, Daniele Dedoussis, George V. Erdmann, Jeanette Eriksson, Johan G. Franks, Paul W. Froguel, Philippe Gieger, Christian Gyllensten, Ulf Hamsten, Anders Harris, Tamara B. Hengstenberg, Christian Hicks, Andrew A. Hingorani, Aroon Hinney, Anke Hofman, Albert Hovingh, Kees G. Hveem, Kristian Illig, Thomas Jarvelin, Marjo-Riitta Jöckel, Karl-Heinz Keinanen-Kiukaanniemi, Sirkka M. Kiemeney, Lambertus A. Kuh, Diana Laakso, Markku Lehtimäki, Terho Levinson, Douglas F. Martin, Nicholas G. Metspalu, Andres Morris, Andrew D. Nieminen, Markku S. Njølstad, Inger Ohlsson, Claes Oldehinkel, Albertine J. Ouwehand, Willem H. Palmer, Lyle J. Penninx, Brenda Power, Chris Province, Michael A. Psaty, Bruce M. Qi, Lu Rauramaa, Rainer Ridker, Paul M. Ripatti, Samuli Salomaa, Veikko Samani, Nilesh J. Snieder, Harold Sørensen, Thorkild I.A. Spector, Timothy D. Stefansson, Kari Tönjes, Anke Tuomilehto, Jaakko Uitterlinden, André G. Uusitupa, Matti van der Harst, Pim Vollenweider, Peter Wallaschofski, Henri Wareham, Nicholas J. Watkins, Hugh Wichmann, H.-Erich Wilson, James F. Abecasis, Goncalo R. Assimes, Themistocles L. Barroso, Inês Boehnke, Michael Borecki, Ingrid B. Deloukas, Panos Fox, Caroline S. Frayling, Timothy Groop, Leif C. Haritunian, Talin Heid, Iris M. Hunter, David Kaplan, Robert C. Karpe, Fredrik Moffatt, Miriam Mohlke, Karen L. O’Connell, Jeffrey R. Pawitan, Yudi Schadt, Eric E. Schlessinger, David Steinthorsdottir, Valgerdur Strachan, David P. Thorsteinsdottir, Unnur van Duijn, Cornelia M. Visscher, Peter M. Di Blasio, Anna Maria Hirschhorn, Joel N. Lindgren, Cecilia M. Morris, Andrew P. Meyre, David Scherag, André McCarthy, Mark I. Speliotes, Elizabeth K. North, Kari E. Loos, Ruth J.F. Ingelsson, Erik Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture
author_facet	Berndt, Sonja I. Gustafsson, Stefan Mägi, Reedik Ganna, Andrea Wheeler, Eleanor Feitosa, Mary F. Justice, Anne E. Monda, Keri L. Croteau-Chonka, Damien C. Day, Felix R. Esko, Tõnu Fall, Tove Ferreira, Teresa Gentilini, Davide Jackson, Anne U. Luan, Jian’an Randall, Joshua C. Vedantam, Sailaja Willer, Cristen J. Winkler, Thomas W. Wood, Andrew R. Workalemahu, Tsegaselassie Hu, Yi-Juan Lee, Sang Hong Liang, Liming Lin, Dan-Yu Min, Josine L. Neale, Benjamin M. Thorleifsson, Gudmar Yang, Jian Albrecht, Eva Amin, Najaf Bragg-Gresham, Jennifer L. Cadby, Gemma den Heijer, Martin Eklund, Niina Fischer, Krista Goel, Anuj Hottenga, Jouke-Jan Huffman, Jennifer E. Jarick, Ivonne Johansson, Åsa Johnson, Toby Kanoni, Stavroula Kleber, Marcus E. König, Inke R. Kristiansson, Kati Kutalik, Zoltán Lamina, Claudia Lecoeur, Cecile Li, Guo Mangino, Massimo McArdle, Wendy L. Medina-Gomez, Carolina Müller-Nurasyid, Martina Ngwa, Julius S. Nolte, Ilja M. Paternoster, Lavinia Pechlivanis, Sonali Perola, Markus Peters, Marjolein J. Preuss, Michael Rose, Lynda M. Shi, Jianxin Shungin, Dmitry Smith, Albert Vernon Strawbridge, Rona J. Surakka, Ida Teumer, Alexander Trip, Mieke D. Tyrer, Jonathan Van Vliet-Ostaptchouk, Jana V. Vandenput, Liesbeth Waite, Lindsay L. Zhao, Jing Hua Absher, Devin Asselbergs, Folkert W. Atalay, Mustafa Attwood, Antony P. Balmforth, Anthony J. Basart, Hanneke Beilby, John Bonnycastle, Lori L. Brambilla, Paolo Bruinenberg, Marcel Campbell, Harry Chasman, Daniel I. Chines, Peter S. Collins, Francis S. Connell, John M. Cookson, William de Faire, Ulf de Vegt, Femmie Dei, Mariano Dimitriou, Maria Edkins, Sarah Estrada, Karol Evans, David M. Farrall, Martin Ferrario, Marco M. Ferrières, Jean Franke, Lude Frau, Francesca Gejman, Pablo V. Grallert, Harald Grönberg, Henrik Gudnason, Vilmundur Hall, Alistair S. Hall, Per Hartikainen, Anna-Liisa Hayward, Caroline Heard-Costa, Nancy L. Heath, Andrew C. Hebebrand, Johannes Homuth, Georg Hu, Frank B. Hunt, Sarah E. Hyppönen, Elina Iribarren, Carlos Jacobs, Kevin B. Jansson, John-Olov Jula, Antti Kähönen, Mika Kathiresan, Sekar Kee, Frank Khaw, Kay-Tee Kivimaki, Mika Koenig, Wolfgang Kraja, Aldi T. Kumari, Meena Kuulasmaa, Kari Kuusisto, Johanna Laitinen, Jaana H. Lakka, Timo A. Langenberg, Claudia Launer, Lenore J. Lind, Lars Lindström, Jaana Liu, Jianjun Liuzzi, Antonio Lokki, Marja-Liisa Lorentzon, Mattias Madden, Pamela A. Magnusson, Patrik K. Manunta, Paolo Marek, Diana März, Winfried Mateo Leach, Irene McKnight, Barbara Medland, Sarah E. Mihailov, Evelin Milani, Lili Montgomery, Grant W. Mooser, Vincent Mühleisen, Thomas W. Munroe, Patricia B. Musk, Arthur W. Narisu, Narisu Navis, Gerjan Nicholson, George Nohr, Ellen A. Ong, Ken K. Oostra, Ben A. Palmer, Colin N.A. Palotie, Aarno Peden, John F. Pedersen, Nancy Peters, Annette Polasek, Ozren Pouta, Anneli Pramstaller, Peter P. Prokopenko, Inga Pütter, Carolin Radhakrishnan, Aparna Raitakari, Olli Rendon, Augusto Rivadeneira, Fernando Rudan, Igor Saaristo, Timo E. Sambrook, Jennifer G. Sanders, Alan R. Sanna, Serena Saramies, Jouko Schipf, Sabine Schreiber, Stefan Schunkert, Heribert Shin, So-Youn Signorini, Stefano Sinisalo, Juha Skrobek, Boris Soranzo, Nicole Stančáková, Alena Stark, Klaus Stephens, Jonathan C. Stirrups, Kathleen Stolk, Ronald P. Stumvoll, Michael Swift, Amy J. Theodoraki, Eirini V. Thorand, Barbara Tregouet, David-Alexandre Tremoli, Elena Van der Klauw, Melanie M. van Meurs, Joyce B.J. Vermeulen, Sita H. Viikari, Jorma Virtamo, Jarmo Vitart, Veronique Waeber, Gérard Wang, Zhaoming Widén, Elisabeth Wild, Sarah H. Willemsen, Gonneke Winkelmann, Bernhard R. Witteman, Jacqueline C.M. Wolffenbuttel, Bruce H.R. Wong, Andrew Wright, Alan F. Zillikens, M. Carola Amouyel, Philippe Boehm, Bernhard O. Boerwinkle, Eric Boomsma, Dorret I. Caulfield, Mark J. Chanock, Stephen J. Cupples, L. Adrienne Cusi, Daniele Dedoussis, George V. Erdmann, Jeanette Eriksson, Johan G. Franks, Paul W. Froguel, Philippe Gieger, Christian Gyllensten, Ulf Hamsten, Anders Harris, Tamara B. Hengstenberg, Christian Hicks, Andrew A. Hingorani, Aroon Hinney, Anke Hofman, Albert Hovingh, Kees G. Hveem, Kristian Illig, Thomas Jarvelin, Marjo-Riitta Jöckel, Karl-Heinz Keinanen-Kiukaanniemi, Sirkka M. Kiemeney, Lambertus A. Kuh, Diana Laakso, Markku Lehtimäki, Terho Levinson, Douglas F. Martin, Nicholas G. Metspalu, Andres Morris, Andrew D. Nieminen, Markku S. Njølstad, Inger Ohlsson, Claes Oldehinkel, Albertine J. Ouwehand, Willem H. Palmer, Lyle J. Penninx, Brenda Power, Chris Province, Michael A. Psaty, Bruce M. Qi, Lu Rauramaa, Rainer Ridker, Paul M. Ripatti, Samuli Salomaa, Veikko Samani, Nilesh J. Snieder, Harold Sørensen, Thorkild I.A. Spector, Timothy D. Stefansson, Kari Tönjes, Anke Tuomilehto, Jaakko Uitterlinden, André G. Uusitupa, Matti van der Harst, Pim Vollenweider, Peter Wallaschofski, Henri Wareham, Nicholas J. Watkins, Hugh Wichmann, H.-Erich Wilson, James F. Abecasis, Goncalo R. Assimes, Themistocles L. Barroso, Inês Boehnke, Michael Borecki, Ingrid B. Deloukas, Panos Fox, Caroline S. Frayling, Timothy Groop, Leif C. Haritunian, Talin Heid, Iris M. Hunter, David Kaplan, Robert C. Karpe, Fredrik Moffatt, Miriam Mohlke, Karen L. O’Connell, Jeffrey R. Pawitan, Yudi Schadt, Eric E. Schlessinger, David Steinthorsdottir, Valgerdur Strachan, David P. Thorsteinsdottir, Unnur van Duijn, Cornelia M. Visscher, Peter M. Di Blasio, Anna Maria Hirschhorn, Joel N. Lindgren, Cecilia M. Morris, Andrew P. Meyre, David Scherag, André McCarthy, Mark I. Speliotes, Elizabeth K. North, Kari E. Loos, Ruth J.F. Ingelsson, Erik
author_sort	Berndt, Sonja I.
title	Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture
title_short	Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture
title_full	Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture
title_fullStr	Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture
title_full_unstemmed	Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture
title_sort	genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture
description	Approaches exploiting extremes of the trait distribution may reveal novel loci for common traits, but it is unknown whether such loci are generalizable to the general population. In a genome-wide search for loci associated with upper vs. lower 5th percentiles of body mass index, height and waist-hip ratio, as well as clinical classes of obesity including up to 263,407 European individuals, we identified four new loci (IGFBP4, H6PD, RSRC1, PPP2R2A) influencing height detected in the tails and seven new loci (HNF4G, RPTOR, GNAT2, MRPS33P4, ADCY9, HS6ST3, ZZZ3) for clinical classes of obesity. Further, we show that there is large overlap in terms of genetic structure and distribution of variants between traits based on extremes and the general population and little etiologic heterogeneity between obesity subgroups.
publishDate	2013
url	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3973018/
_version_	1612073274391396352

Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture

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