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Defining the role of common variation in the genomic and biological architecture of adult human height
Using genome-wide data from 253,288 individuals, we identified 697 variants at genome-wide significance that together explain one-fifth of heritability for adult height. By testing different numbers of variants in independent studies, we show that the most strongly associated ~2,000, ~3,700 and ~9,5...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4250049/ https://www.ncbi.nlm.nih.gov/pubmed/25282103 http://dx.doi.org/10.1038/ng.3097 |
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author | Wood, Andrew R Esko, Tonu Yang, Jian Vedantam, Sailaja Pers, Tune H Gustafsson, Stefan Chu, Audrey Y Estrada, Karol Luan, Jian’an Kutalik, Zoltán Amin, Najaf Buchkovich, Martin L Croteau-Chonka, Damien C Day, Felix R Duan, Yanan Fall, Tove Fehrmann, Rudolf Ferreira, Teresa Jackson, Anne U Karjalainen, Juha Lo, Ken Sin Locke, Adam E Mägi, Reedik Mihailov, Evelin Porcu, Eleonora Randall, Joshua C Scherag, André Vinkhuyzen, Anna AE Westra, Harm-Jan Winkler, Thomas W Workalemahu, Tsegaselassie Zhao, Jing Hua Absher, Devin Albrecht, Eva Anderson, Denise Baron, Jeffrey Beekman, Marian Demirkan, Ayse Ehret, Georg B Feenstra, Bjarke Feitosa, Mary F Fischer, Krista Fraser, Ross M Goel, Anuj Gong, Jian Justice, Anne E Kanoni, Stavroula Kleber, Marcus E Kristiansson, Kati Lim, Unhee Lotay, Vaneet Lui, Julian C Mangino, Massimo Leach, Irene Mateo Medina-Gomez, Carolina Nalls, Michael A Nyholt, Dale R Palmer, Cameron D Pasko, Dorota Pechlivanis, Sonali Prokopenko, Inga Ried, Janina S Ripke, Stephan Shungin, Dmitry Stancáková, Alena Strawbridge, Rona J Sung, Yun Ju Tanaka, Toshiko Teumer, Alexander Trompet, Stella van der Laan, Sander W van Setten, Jessica Van Vliet-Ostaptchouk, Jana V Wang, Zhaoming Yengo, Loïc Zhang, Weihua Afzal, Uzma Ärnlöv, Johan Arscott, Gillian M Bandinelli, Stefania Barrett, Amy Bellis, Claire Bennett, Amanda J Berne, Christian Blüher, Matthias Bolton, Jennifer L Böttcher, Yvonne Boyd, Heather A Bruinenberg, Marcel Buckley, Brendan M Buyske, Steven Caspersen, Ida H Chines, Peter S Clarke, Robert Claudi-Boehm, Simone Cooper, Matthew Daw, E Warwick De Jong, Pim A Deelen, Joris Delgado, Graciela Denny, Josh C Dhonukshe-Rutten, Rosalie Dimitriou, Maria Doney, Alex SF Dörr, Marcus Eklund, Niina Eury, Elodie Folkersen, Lasse Garcia, Melissa E Geller, Frank Giedraitis, Vilmantas Go, Alan S Grallert, Harald Grammer, Tanja B Gräßler, Jürgen Grönberg, Henrik de Groot, Lisette C.P.G.M. Groves, Christopher J Haessler, Jeffrey Hall, Per Haller, Toomas Hallmans, Goran Hannemann, Anke Hartman, Catharina A Hassinen, Maija Hayward, Caroline Heard-Costa, Nancy L Helmer, Quinta Hemani, Gibran Henders, Anjali K Hillege, Hans L Hlatky, Mark A Hoffmann, Wolfgang Hoffmann, Per Holmen, Oddgeir Houwing-Duistermaat, Jeanine J Illig, Thomas Isaacs, Aaron James, Alan L Jeff, Janina Johansen, Berit Johansson, Åsa Jolley, Jennifer Juliusdottir, Thorhildur Junttila, Juhani Kho, Abel N Kinnunen, Leena Klopp, Norman Kocher, Thomas Kratzer, Wolfgang Lichtner, Peter Lind, Lars Lindström, Jaana Lobbens, Stéphane Lorentzon, Mattias Lu, Yingchang Lyssenko, Valeriya Magnusson, Patrik KE Mahajan, Anubha Maillard, Marc McArdle, Wendy L McKenzie, Colin A McLachlan, Stela McLaren, Paul J Menni, Cristina Merger, Sigrun Milani, Lili Moayyeri, Alireza Monda, Keri L Morken, Mario A Müller, Gabriele Müller-Nurasyid, Martina Musk, Arthur W Narisu, Narisu Nauck, Matthias Nolte, Ilja M Nöthen, Markus M Oozageer, Laticia Pilz, Stefan Rayner, Nigel W Renstrom, Frida Robertson, Neil R Rose, Lynda M Roussel, Ronan Sanna, Serena Scharnagl, Hubert Scholtens, Salome Schumacher, Fredrick R Schunkert, Heribert Scott, Robert A Sehmi, Joban Seufferlein, Thomas Shi, Jianxin Silventoinen, Karri Smit, Johannes H Smith, Albert Vernon Smolonska, Joanna Stanton, Alice V Stirrups, Kathleen Stott, David J Stringham, Heather M Sundström, Johan Swertz, Morris A Syvänen, Ann-Christine Tayo, Bamidele O Thorleifsson, Gudmar Tyrer, Jonathan P van Dijk, Suzanne van Schoor, Natasja M van der Velde, Nathalie van Heemst, Diana van Oort, Floor VA Vermeulen, Sita H Verweij, Niek Vonk, Judith M Waite, Lindsay L Waldenberger, Melanie Wennauer, Roman Wilkens, Lynne R Willenborg, Christina Wilsgaard, Tom Wojczynski, Mary K Wong, Andrew Wright, Alan F Zhang, Qunyuan Arveiler, Dominique Bakker, Stephan JL Beilby, John Bergman, Richard N Bergmann, Sven Biffar, Reiner Blangero, John Boomsma, Dorret I Bornstein, Stefan R Bovet, Pascal Brambilla, Paolo Brown, Morris J Campbell, Harry Caulfield, Mark J Chakravarti, Aravinda Collins, Rory Collins, Francis S Crawford, Dana C Cupples, L Adrienne Danesh, John de Faire, Ulf den Ruijter, Hester M Erbel, Raimund Erdmann, Jeanette Eriksson, Johan G Farrall, Martin Ferrannini, Ele Ferrières, Jean Ford, Ian Forouhi, Nita G Forrester, Terrence Gansevoort, Ron T Gejman, Pablo V Gieger, Christian Golay, Alain Gottesman, Omri Gudnason, Vilmundur Gyllensten, Ulf Haas, David W Hall, Alistair S Harris, Tamara B Hattersley, Andrew T Heath, Andrew C Hengstenberg, Christian Hicks, Andrew A Hindorff, Lucia A Hingorani, Aroon D Hofman, Albert Hovingh, G Kees Humphries, Steve E Hunt, Steven C Hypponen, Elina Jacobs, Kevin B Jarvelin, Marjo-Riitta Jousilahti, Pekka Jula, Antti M Kaprio, Jaakko Kastelein, John JP Kayser, Manfred Kee, Frank Keinanen-Kiukaanniemi, Sirkka M Kiemeney, Lambertus A Kooner, Jaspal S Kooperberg, Charles Koskinen, Seppo Kovacs, Peter Kraja, Aldi T Kumari, Meena Kuusisto, Johanna Lakka, Timo A Langenberg, Claudia Le Marchand, Loic Lehtimäki, Terho Lupoli, Sara Madden, Pamela AF Männistö, Satu Manunta, Paolo Marette, André Matise, Tara C McKnight, Barbara Meitinger, Thomas Moll, Frans L Montgomery, Grant W Morris, Andrew D Morris, Andrew P Murray, Jeffrey C Nelis, Mari Ohlsson, Claes Oldehinkel, Albertine J Ong, Ken K Ouwehand, Willem H Pasterkamp, Gerard Peters, Annette Pramstaller, Peter P Price, Jackie F Qi, Lu Raitakari, Olli T Rankinen, Tuomo Rao, DC Rice, Treva K Ritchie, Marylyn Rudan, Igor Salomaa, Veikko Samani, Nilesh J Saramies, Jouko Sarzynski, Mark A Schwarz, Peter EH Sebert, Sylvain Sever, Peter Shuldiner, Alan R Sinisalo, Juha Steinthorsdottir, Valgerdur Stolk, Ronald P Tardif, Jean-Claude Tönjes, Anke Tremblay, Angelo Tremoli, Elena Virtamo, Jarmo Vohl, Marie-Claude Amouyel, Philippe Asselbergs, Folkert W Assimes, Themistocles L Bochud, Murielle Boehm, Bernhard O Boerwinkle, Eric Bottinger, Erwin P Bouchard, Claude Cauchi, Stéphane Chambers, John C Chanock, Stephen J Cooper, Richard S de Bakker, Paul IW Dedoussis, George Ferrucci, Luigi Franks, Paul W Froguel, Philippe Groop, Leif C Haiman, Christopher A Hamsten, Anders Hayes, M Geoffrey Hui, Jennie Hunter, David J. Hveem, Kristian Jukema, J Wouter Kaplan, Robert C Kivimaki, Mika Kuh, Diana Laakso, Markku Liu, Yongmei Martin, Nicholas G März, Winfried Melbye, Mads Moebus, Susanne Munroe, Patricia B Njølstad, Inger Oostra, Ben A Palmer, Colin NA Pedersen, Nancy L Perola, Markus Pérusse, Louis Peters, Ulrike Powell, Joseph E Power, Chris Quertermous, Thomas Rauramaa, Rainer Reinmaa, Eva Ridker, Paul M Rivadeneira, Fernando Rotter, Jerome I Saaristo, Timo E Saleheen, Danish Schlessinger, David Slagboom, P Eline Snieder, Harold Spector, Tim D Strauch, Konstantin Stumvoll, Michael Tuomilehto, Jaakko Uusitupa, Matti van der Harst, Pim Völzke, Henry Walker, Mark Wareham, Nicholas J Watkins, Hugh Wichmann, H-Erich Wilson, James F Zanen, Pieter Deloukas, Panos Heid, Iris M Lindgren, Cecilia M Mohlke, Karen L Speliotes, Elizabeth K Thorsteinsdottir, Unnur Barroso, Inês Fox, Caroline S North, Kari E Strachan, David P Beckmann, Jacques S. Berndt, Sonja I Boehnke, Michael Borecki, Ingrid B McCarthy, Mark I Metspalu, Andres Stefansson, Kari Uitterlinden, André G van Duijn, Cornelia M Franke, Lude Willer, Cristen J Price, Alkes L. Lettre, Guillaume Loos, Ruth JF Weedon, Michael N Ingelsson, Erik O’Connell, Jeffrey R Abecasis, Goncalo R Chasman, Daniel I Goddard, Michael E Visscher, Peter M Hirschhorn, Joel N Frayling, Timothy M |
author_facet | Wood, Andrew R Esko, Tonu Yang, Jian Vedantam, Sailaja Pers, Tune H Gustafsson, Stefan Chu, Audrey Y Estrada, Karol Luan, Jian’an Kutalik, Zoltán Amin, Najaf Buchkovich, Martin L Croteau-Chonka, Damien C Day, Felix R Duan, Yanan Fall, Tove Fehrmann, Rudolf Ferreira, Teresa Jackson, Anne U Karjalainen, Juha Lo, Ken Sin Locke, Adam E Mägi, Reedik Mihailov, Evelin Porcu, Eleonora Randall, Joshua C Scherag, André Vinkhuyzen, Anna AE Westra, Harm-Jan Winkler, Thomas W Workalemahu, Tsegaselassie Zhao, Jing Hua Absher, Devin Albrecht, Eva Anderson, Denise Baron, Jeffrey Beekman, Marian Demirkan, Ayse Ehret, Georg B Feenstra, Bjarke Feitosa, Mary F Fischer, Krista Fraser, Ross M Goel, Anuj Gong, Jian Justice, Anne E Kanoni, Stavroula Kleber, Marcus E Kristiansson, Kati Lim, Unhee Lotay, Vaneet Lui, Julian C Mangino, Massimo Leach, Irene Mateo Medina-Gomez, Carolina Nalls, Michael A Nyholt, Dale R Palmer, Cameron D Pasko, Dorota Pechlivanis, Sonali Prokopenko, Inga Ried, Janina S Ripke, Stephan Shungin, Dmitry Stancáková, Alena Strawbridge, Rona J Sung, Yun Ju Tanaka, Toshiko Teumer, Alexander Trompet, Stella van der Laan, Sander W van Setten, Jessica Van Vliet-Ostaptchouk, Jana V Wang, Zhaoming Yengo, Loïc Zhang, Weihua Afzal, Uzma Ärnlöv, Johan Arscott, Gillian M Bandinelli, Stefania Barrett, Amy Bellis, Claire Bennett, Amanda J Berne, Christian Blüher, Matthias Bolton, Jennifer L Böttcher, Yvonne Boyd, Heather A Bruinenberg, Marcel Buckley, Brendan M Buyske, Steven Caspersen, Ida H Chines, Peter S Clarke, Robert Claudi-Boehm, Simone Cooper, Matthew Daw, E Warwick De Jong, Pim A Deelen, Joris Delgado, Graciela Denny, Josh C Dhonukshe-Rutten, Rosalie Dimitriou, Maria Doney, Alex SF Dörr, Marcus Eklund, Niina Eury, Elodie Folkersen, Lasse Garcia, Melissa E Geller, Frank Giedraitis, Vilmantas Go, Alan S Grallert, Harald Grammer, Tanja B Gräßler, Jürgen Grönberg, Henrik de Groot, Lisette C.P.G.M. Groves, Christopher J Haessler, Jeffrey Hall, Per Haller, Toomas Hallmans, Goran Hannemann, Anke Hartman, Catharina A Hassinen, Maija Hayward, Caroline Heard-Costa, Nancy L Helmer, Quinta Hemani, Gibran Henders, Anjali K Hillege, Hans L Hlatky, Mark A Hoffmann, Wolfgang Hoffmann, Per Holmen, Oddgeir Houwing-Duistermaat, Jeanine J Illig, Thomas Isaacs, Aaron James, Alan L Jeff, Janina Johansen, Berit Johansson, Åsa Jolley, Jennifer Juliusdottir, Thorhildur Junttila, Juhani Kho, Abel N Kinnunen, Leena Klopp, Norman Kocher, Thomas Kratzer, Wolfgang Lichtner, Peter Lind, Lars Lindström, Jaana Lobbens, Stéphane Lorentzon, Mattias Lu, Yingchang Lyssenko, Valeriya Magnusson, Patrik KE Mahajan, Anubha Maillard, Marc McArdle, Wendy L McKenzie, Colin A McLachlan, Stela McLaren, Paul J Menni, Cristina Merger, Sigrun Milani, Lili Moayyeri, Alireza Monda, Keri L Morken, Mario A Müller, Gabriele Müller-Nurasyid, Martina Musk, Arthur W Narisu, Narisu Nauck, Matthias Nolte, Ilja M Nöthen, Markus M Oozageer, Laticia Pilz, Stefan Rayner, Nigel W Renstrom, Frida Robertson, Neil R Rose, Lynda M Roussel, Ronan Sanna, Serena Scharnagl, Hubert Scholtens, Salome Schumacher, Fredrick R Schunkert, Heribert Scott, Robert A Sehmi, Joban Seufferlein, Thomas Shi, Jianxin Silventoinen, Karri Smit, Johannes H Smith, Albert Vernon Smolonska, Joanna Stanton, Alice V Stirrups, Kathleen Stott, David J Stringham, Heather M Sundström, Johan Swertz, Morris A Syvänen, Ann-Christine Tayo, Bamidele O Thorleifsson, Gudmar Tyrer, Jonathan P van Dijk, Suzanne van Schoor, Natasja M van der Velde, Nathalie van Heemst, Diana van Oort, Floor VA Vermeulen, Sita H Verweij, Niek Vonk, Judith M Waite, Lindsay L Waldenberger, Melanie Wennauer, Roman Wilkens, Lynne R Willenborg, Christina Wilsgaard, Tom Wojczynski, Mary K Wong, Andrew Wright, Alan F Zhang, Qunyuan Arveiler, Dominique Bakker, Stephan JL Beilby, John Bergman, Richard N Bergmann, Sven Biffar, Reiner Blangero, John Boomsma, Dorret I Bornstein, Stefan R Bovet, Pascal Brambilla, Paolo Brown, Morris J Campbell, Harry Caulfield, Mark J Chakravarti, Aravinda Collins, Rory Collins, Francis S Crawford, Dana C Cupples, L Adrienne Danesh, John de Faire, Ulf den Ruijter, Hester M Erbel, Raimund Erdmann, Jeanette Eriksson, Johan G Farrall, Martin Ferrannini, Ele Ferrières, Jean Ford, Ian Forouhi, Nita G Forrester, Terrence Gansevoort, Ron T Gejman, Pablo V Gieger, Christian Golay, Alain Gottesman, Omri Gudnason, Vilmundur Gyllensten, Ulf Haas, David W Hall, Alistair S Harris, Tamara B Hattersley, Andrew T Heath, Andrew C Hengstenberg, Christian Hicks, Andrew A Hindorff, Lucia A Hingorani, Aroon D Hofman, Albert Hovingh, G Kees Humphries, Steve E Hunt, Steven C Hypponen, Elina Jacobs, Kevin B Jarvelin, Marjo-Riitta Jousilahti, Pekka Jula, Antti M Kaprio, Jaakko Kastelein, John JP Kayser, Manfred Kee, Frank Keinanen-Kiukaanniemi, Sirkka M Kiemeney, Lambertus A Kooner, Jaspal S Kooperberg, Charles Koskinen, Seppo Kovacs, Peter Kraja, Aldi T Kumari, Meena Kuusisto, Johanna Lakka, Timo A Langenberg, Claudia Le Marchand, Loic Lehtimäki, Terho Lupoli, Sara Madden, Pamela AF Männistö, Satu Manunta, Paolo Marette, André Matise, Tara C McKnight, Barbara Meitinger, Thomas Moll, Frans L Montgomery, Grant W Morris, Andrew D Morris, Andrew P Murray, Jeffrey C Nelis, Mari Ohlsson, Claes Oldehinkel, Albertine J Ong, Ken K Ouwehand, Willem H Pasterkamp, Gerard Peters, Annette Pramstaller, Peter P Price, Jackie F Qi, Lu Raitakari, Olli T Rankinen, Tuomo Rao, DC Rice, Treva K Ritchie, Marylyn Rudan, Igor Salomaa, Veikko Samani, Nilesh J Saramies, Jouko Sarzynski, Mark A Schwarz, Peter EH Sebert, Sylvain Sever, Peter Shuldiner, Alan R Sinisalo, Juha Steinthorsdottir, Valgerdur Stolk, Ronald P Tardif, Jean-Claude Tönjes, Anke Tremblay, Angelo Tremoli, Elena Virtamo, Jarmo Vohl, Marie-Claude Amouyel, Philippe Asselbergs, Folkert W Assimes, Themistocles L Bochud, Murielle Boehm, Bernhard O Boerwinkle, Eric Bottinger, Erwin P Bouchard, Claude Cauchi, Stéphane Chambers, John C Chanock, Stephen J Cooper, Richard S de Bakker, Paul IW Dedoussis, George Ferrucci, Luigi Franks, Paul W Froguel, Philippe Groop, Leif C Haiman, Christopher A Hamsten, Anders Hayes, M Geoffrey Hui, Jennie Hunter, David J. Hveem, Kristian Jukema, J Wouter Kaplan, Robert C Kivimaki, Mika Kuh, Diana Laakso, Markku Liu, Yongmei Martin, Nicholas G März, Winfried Melbye, Mads Moebus, Susanne Munroe, Patricia B Njølstad, Inger Oostra, Ben A Palmer, Colin NA Pedersen, Nancy L Perola, Markus Pérusse, Louis Peters, Ulrike Powell, Joseph E Power, Chris Quertermous, Thomas Rauramaa, Rainer Reinmaa, Eva Ridker, Paul M Rivadeneira, Fernando Rotter, Jerome I Saaristo, Timo E Saleheen, Danish Schlessinger, David Slagboom, P Eline Snieder, Harold Spector, Tim D Strauch, Konstantin Stumvoll, Michael Tuomilehto, Jaakko Uusitupa, Matti van der Harst, Pim Völzke, Henry Walker, Mark Wareham, Nicholas J Watkins, Hugh Wichmann, H-Erich Wilson, James F Zanen, Pieter Deloukas, Panos Heid, Iris M Lindgren, Cecilia M Mohlke, Karen L Speliotes, Elizabeth K Thorsteinsdottir, Unnur Barroso, Inês Fox, Caroline S North, Kari E Strachan, David P Beckmann, Jacques S. Berndt, Sonja I Boehnke, Michael Borecki, Ingrid B McCarthy, Mark I Metspalu, Andres Stefansson, Kari Uitterlinden, André G van Duijn, Cornelia M Franke, Lude Willer, Cristen J Price, Alkes L. Lettre, Guillaume Loos, Ruth JF Weedon, Michael N Ingelsson, Erik O’Connell, Jeffrey R Abecasis, Goncalo R Chasman, Daniel I Goddard, Michael E Visscher, Peter M Hirschhorn, Joel N Frayling, Timothy M |
author_sort | Wood, Andrew R |
collection | PubMed |
description | Using genome-wide data from 253,288 individuals, we identified 697 variants at genome-wide significance that together explain one-fifth of heritability for adult height. By testing different numbers of variants in independent studies, we show that the most strongly associated ~2,000, ~3,700 and ~9,500 SNPs explained ~21%, ~24% and ~29% of phenotypic variance. Furthermore, all common variants together captured the majority (60%) of heritability. The 697 variants clustered in 423 loci enriched for genes, pathways, and tissue-types known to be involved in growth and together implicated genes and pathways not highlighted in earlier efforts, such as signaling by fibroblast growth factors, WNT/beta-catenin, and chondroitin sulfate-related genes. We identified several genes and pathways not previously connected with human skeletal growth, including mTOR, osteoglycin and binding of hyaluronic acid. Our results indicate a genetic architecture for human height that is characterized by a very large but finite number (thousands) of causal variants. |
format | Online Article Text |
id | pubmed-4250049 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
record_format | MEDLINE/PubMed |
spelling | pubmed-42500492015-05-01 Defining the role of common variation in the genomic and biological architecture of adult human height Wood, Andrew R Esko, Tonu Yang, Jian Vedantam, Sailaja Pers, Tune H Gustafsson, Stefan Chu, Audrey Y Estrada, Karol Luan, Jian’an Kutalik, Zoltán Amin, Najaf Buchkovich, Martin L Croteau-Chonka, Damien C Day, Felix R Duan, Yanan Fall, Tove Fehrmann, Rudolf Ferreira, Teresa Jackson, Anne U Karjalainen, Juha Lo, Ken Sin Locke, Adam E Mägi, Reedik Mihailov, Evelin Porcu, Eleonora Randall, Joshua C Scherag, André Vinkhuyzen, Anna AE Westra, Harm-Jan Winkler, Thomas W Workalemahu, Tsegaselassie Zhao, Jing Hua Absher, Devin Albrecht, Eva Anderson, Denise Baron, Jeffrey Beekman, Marian Demirkan, Ayse Ehret, Georg B Feenstra, Bjarke Feitosa, Mary F Fischer, Krista Fraser, Ross M Goel, Anuj Gong, Jian Justice, Anne E Kanoni, Stavroula Kleber, Marcus E Kristiansson, Kati Lim, Unhee Lotay, Vaneet Lui, Julian C Mangino, Massimo Leach, Irene Mateo Medina-Gomez, Carolina Nalls, Michael A Nyholt, Dale R Palmer, Cameron D Pasko, Dorota Pechlivanis, Sonali Prokopenko, Inga Ried, Janina S Ripke, Stephan Shungin, Dmitry Stancáková, Alena Strawbridge, Rona J Sung, Yun Ju Tanaka, Toshiko Teumer, Alexander Trompet, Stella van der Laan, Sander W van Setten, Jessica Van Vliet-Ostaptchouk, Jana V Wang, Zhaoming Yengo, Loïc Zhang, Weihua Afzal, Uzma Ärnlöv, Johan Arscott, Gillian M Bandinelli, Stefania Barrett, Amy Bellis, Claire Bennett, Amanda J Berne, Christian Blüher, Matthias Bolton, Jennifer L Böttcher, Yvonne Boyd, Heather A Bruinenberg, Marcel Buckley, Brendan M Buyske, Steven Caspersen, Ida H Chines, Peter S Clarke, Robert Claudi-Boehm, Simone Cooper, Matthew Daw, E Warwick De Jong, Pim A Deelen, Joris Delgado, Graciela Denny, Josh C Dhonukshe-Rutten, Rosalie Dimitriou, Maria Doney, Alex SF Dörr, Marcus Eklund, Niina Eury, Elodie Folkersen, Lasse Garcia, Melissa E Geller, Frank Giedraitis, Vilmantas Go, Alan S Grallert, Harald Grammer, Tanja B Gräßler, Jürgen Grönberg, Henrik de Groot, Lisette C.P.G.M. Groves, Christopher J Haessler, Jeffrey Hall, Per Haller, Toomas Hallmans, Goran Hannemann, Anke Hartman, Catharina A Hassinen, Maija Hayward, Caroline Heard-Costa, Nancy L Helmer, Quinta Hemani, Gibran Henders, Anjali K Hillege, Hans L Hlatky, Mark A Hoffmann, Wolfgang Hoffmann, Per Holmen, Oddgeir Houwing-Duistermaat, Jeanine J Illig, Thomas Isaacs, Aaron James, Alan L Jeff, Janina Johansen, Berit Johansson, Åsa Jolley, Jennifer Juliusdottir, Thorhildur Junttila, Juhani Kho, Abel N Kinnunen, Leena Klopp, Norman Kocher, Thomas Kratzer, Wolfgang Lichtner, Peter Lind, Lars Lindström, Jaana Lobbens, Stéphane Lorentzon, Mattias Lu, Yingchang Lyssenko, Valeriya Magnusson, Patrik KE Mahajan, Anubha Maillard, Marc McArdle, Wendy L McKenzie, Colin A McLachlan, Stela McLaren, Paul J Menni, Cristina Merger, Sigrun Milani, Lili Moayyeri, Alireza Monda, Keri L Morken, Mario A Müller, Gabriele Müller-Nurasyid, Martina Musk, Arthur W Narisu, Narisu Nauck, Matthias Nolte, Ilja M Nöthen, Markus M Oozageer, Laticia Pilz, Stefan Rayner, Nigel W Renstrom, Frida Robertson, Neil R Rose, Lynda M Roussel, Ronan Sanna, Serena Scharnagl, Hubert Scholtens, Salome Schumacher, Fredrick R Schunkert, Heribert Scott, Robert A Sehmi, Joban Seufferlein, Thomas Shi, Jianxin Silventoinen, Karri Smit, Johannes H Smith, Albert Vernon Smolonska, Joanna Stanton, Alice V Stirrups, Kathleen Stott, David J Stringham, Heather M Sundström, Johan Swertz, Morris A Syvänen, Ann-Christine Tayo, Bamidele O Thorleifsson, Gudmar Tyrer, Jonathan P van Dijk, Suzanne van Schoor, Natasja M van der Velde, Nathalie van Heemst, Diana van Oort, Floor VA Vermeulen, Sita H Verweij, Niek Vonk, Judith M Waite, Lindsay L Waldenberger, Melanie Wennauer, Roman Wilkens, Lynne R Willenborg, Christina Wilsgaard, Tom Wojczynski, Mary K Wong, Andrew Wright, Alan F Zhang, Qunyuan Arveiler, Dominique Bakker, Stephan JL Beilby, John Bergman, Richard N Bergmann, Sven Biffar, Reiner Blangero, John Boomsma, Dorret I Bornstein, Stefan R Bovet, Pascal Brambilla, Paolo Brown, Morris J Campbell, Harry Caulfield, Mark J Chakravarti, Aravinda Collins, Rory Collins, Francis S Crawford, Dana C Cupples, L Adrienne Danesh, John de Faire, Ulf den Ruijter, Hester M Erbel, Raimund Erdmann, Jeanette Eriksson, Johan G Farrall, Martin Ferrannini, Ele Ferrières, Jean Ford, Ian Forouhi, Nita G Forrester, Terrence Gansevoort, Ron T Gejman, Pablo V Gieger, Christian Golay, Alain Gottesman, Omri Gudnason, Vilmundur Gyllensten, Ulf Haas, David W Hall, Alistair S Harris, Tamara B Hattersley, Andrew T Heath, Andrew C Hengstenberg, Christian Hicks, Andrew A Hindorff, Lucia A Hingorani, Aroon D Hofman, Albert Hovingh, G Kees Humphries, Steve E Hunt, Steven C Hypponen, Elina Jacobs, Kevin B Jarvelin, Marjo-Riitta Jousilahti, Pekka Jula, Antti M Kaprio, Jaakko Kastelein, John JP Kayser, Manfred Kee, Frank Keinanen-Kiukaanniemi, Sirkka M Kiemeney, Lambertus A Kooner, Jaspal S Kooperberg, Charles Koskinen, Seppo Kovacs, Peter Kraja, Aldi T Kumari, Meena Kuusisto, Johanna Lakka, Timo A Langenberg, Claudia Le Marchand, Loic Lehtimäki, Terho Lupoli, Sara Madden, Pamela AF Männistö, Satu Manunta, Paolo Marette, André Matise, Tara C McKnight, Barbara Meitinger, Thomas Moll, Frans L Montgomery, Grant W Morris, Andrew D Morris, Andrew P Murray, Jeffrey C Nelis, Mari Ohlsson, Claes Oldehinkel, Albertine J Ong, Ken K Ouwehand, Willem H Pasterkamp, Gerard Peters, Annette Pramstaller, Peter P Price, Jackie F Qi, Lu Raitakari, Olli T Rankinen, Tuomo Rao, DC Rice, Treva K Ritchie, Marylyn Rudan, Igor Salomaa, Veikko Samani, Nilesh J Saramies, Jouko Sarzynski, Mark A Schwarz, Peter EH Sebert, Sylvain Sever, Peter Shuldiner, Alan R Sinisalo, Juha Steinthorsdottir, Valgerdur Stolk, Ronald P Tardif, Jean-Claude Tönjes, Anke Tremblay, Angelo Tremoli, Elena Virtamo, Jarmo Vohl, Marie-Claude Amouyel, Philippe Asselbergs, Folkert W Assimes, Themistocles L Bochud, Murielle Boehm, Bernhard O Boerwinkle, Eric Bottinger, Erwin P Bouchard, Claude Cauchi, Stéphane Chambers, John C Chanock, Stephen J Cooper, Richard S de Bakker, Paul IW Dedoussis, George Ferrucci, Luigi Franks, Paul W Froguel, Philippe Groop, Leif C Haiman, Christopher A Hamsten, Anders Hayes, M Geoffrey Hui, Jennie Hunter, David J. Hveem, Kristian Jukema, J Wouter Kaplan, Robert C Kivimaki, Mika Kuh, Diana Laakso, Markku Liu, Yongmei Martin, Nicholas G März, Winfried Melbye, Mads Moebus, Susanne Munroe, Patricia B Njølstad, Inger Oostra, Ben A Palmer, Colin NA Pedersen, Nancy L Perola, Markus Pérusse, Louis Peters, Ulrike Powell, Joseph E Power, Chris Quertermous, Thomas Rauramaa, Rainer Reinmaa, Eva Ridker, Paul M Rivadeneira, Fernando Rotter, Jerome I Saaristo, Timo E Saleheen, Danish Schlessinger, David Slagboom, P Eline Snieder, Harold Spector, Tim D Strauch, Konstantin Stumvoll, Michael Tuomilehto, Jaakko Uusitupa, Matti van der Harst, Pim Völzke, Henry Walker, Mark Wareham, Nicholas J Watkins, Hugh Wichmann, H-Erich Wilson, James F Zanen, Pieter Deloukas, Panos Heid, Iris M Lindgren, Cecilia M Mohlke, Karen L Speliotes, Elizabeth K Thorsteinsdottir, Unnur Barroso, Inês Fox, Caroline S North, Kari E Strachan, David P Beckmann, Jacques S. Berndt, Sonja I Boehnke, Michael Borecki, Ingrid B McCarthy, Mark I Metspalu, Andres Stefansson, Kari Uitterlinden, André G van Duijn, Cornelia M Franke, Lude Willer, Cristen J Price, Alkes L. Lettre, Guillaume Loos, Ruth JF Weedon, Michael N Ingelsson, Erik O’Connell, Jeffrey R Abecasis, Goncalo R Chasman, Daniel I Goddard, Michael E Visscher, Peter M Hirschhorn, Joel N Frayling, Timothy M Nat Genet Article Using genome-wide data from 253,288 individuals, we identified 697 variants at genome-wide significance that together explain one-fifth of heritability for adult height. By testing different numbers of variants in independent studies, we show that the most strongly associated ~2,000, ~3,700 and ~9,500 SNPs explained ~21%, ~24% and ~29% of phenotypic variance. Furthermore, all common variants together captured the majority (60%) of heritability. The 697 variants clustered in 423 loci enriched for genes, pathways, and tissue-types known to be involved in growth and together implicated genes and pathways not highlighted in earlier efforts, such as signaling by fibroblast growth factors, WNT/beta-catenin, and chondroitin sulfate-related genes. We identified several genes and pathways not previously connected with human skeletal growth, including mTOR, osteoglycin and binding of hyaluronic acid. Our results indicate a genetic architecture for human height that is characterized by a very large but finite number (thousands) of causal variants. 2014-10-05 2014-11 /pmc/articles/PMC4250049/ /pubmed/25282103 http://dx.doi.org/10.1038/ng.3097 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 |
spellingShingle | Article Wood, Andrew R Esko, Tonu Yang, Jian Vedantam, Sailaja Pers, Tune H Gustafsson, Stefan Chu, Audrey Y Estrada, Karol Luan, Jian’an Kutalik, Zoltán Amin, Najaf Buchkovich, Martin L Croteau-Chonka, Damien C Day, Felix R Duan, Yanan Fall, Tove Fehrmann, Rudolf Ferreira, Teresa Jackson, Anne U Karjalainen, Juha Lo, Ken Sin Locke, Adam E Mägi, Reedik Mihailov, Evelin Porcu, Eleonora Randall, Joshua C Scherag, André Vinkhuyzen, Anna AE Westra, Harm-Jan Winkler, Thomas W Workalemahu, Tsegaselassie Zhao, Jing Hua Absher, Devin Albrecht, Eva Anderson, Denise Baron, Jeffrey Beekman, Marian Demirkan, Ayse Ehret, Georg B Feenstra, Bjarke Feitosa, Mary F Fischer, Krista Fraser, Ross M Goel, Anuj Gong, Jian Justice, Anne E Kanoni, Stavroula Kleber, Marcus E Kristiansson, Kati Lim, Unhee Lotay, Vaneet Lui, Julian C Mangino, Massimo Leach, Irene Mateo Medina-Gomez, Carolina Nalls, Michael A Nyholt, Dale R Palmer, Cameron D Pasko, Dorota Pechlivanis, Sonali Prokopenko, Inga Ried, Janina S Ripke, Stephan Shungin, Dmitry Stancáková, Alena Strawbridge, Rona J Sung, Yun Ju Tanaka, Toshiko Teumer, Alexander Trompet, Stella van der Laan, Sander W van Setten, Jessica Van Vliet-Ostaptchouk, Jana V Wang, Zhaoming Yengo, Loïc Zhang, Weihua Afzal, Uzma Ärnlöv, Johan Arscott, Gillian M Bandinelli, Stefania Barrett, Amy Bellis, Claire Bennett, Amanda J Berne, Christian Blüher, Matthias Bolton, Jennifer L Böttcher, Yvonne Boyd, Heather A Bruinenberg, Marcel Buckley, Brendan M Buyske, Steven Caspersen, Ida H Chines, Peter S Clarke, Robert Claudi-Boehm, Simone Cooper, Matthew Daw, E Warwick De Jong, Pim A Deelen, Joris Delgado, Graciela Denny, Josh C Dhonukshe-Rutten, Rosalie Dimitriou, Maria Doney, Alex SF Dörr, Marcus Eklund, Niina Eury, Elodie Folkersen, Lasse Garcia, Melissa E Geller, Frank Giedraitis, Vilmantas Go, Alan S Grallert, Harald Grammer, Tanja B Gräßler, Jürgen Grönberg, Henrik de Groot, Lisette C.P.G.M. Groves, Christopher J Haessler, Jeffrey Hall, Per Haller, Toomas Hallmans, Goran Hannemann, Anke Hartman, Catharina A Hassinen, Maija Hayward, Caroline Heard-Costa, Nancy L Helmer, Quinta Hemani, Gibran Henders, Anjali K Hillege, Hans L Hlatky, Mark A Hoffmann, Wolfgang Hoffmann, Per Holmen, Oddgeir Houwing-Duistermaat, Jeanine J Illig, Thomas Isaacs, Aaron James, Alan L Jeff, Janina Johansen, Berit Johansson, Åsa Jolley, Jennifer Juliusdottir, Thorhildur Junttila, Juhani Kho, Abel N Kinnunen, Leena Klopp, Norman Kocher, Thomas Kratzer, Wolfgang Lichtner, Peter Lind, Lars Lindström, Jaana Lobbens, Stéphane Lorentzon, Mattias Lu, Yingchang Lyssenko, Valeriya Magnusson, Patrik KE Mahajan, Anubha Maillard, Marc McArdle, Wendy L McKenzie, Colin A McLachlan, Stela McLaren, Paul J Menni, Cristina Merger, Sigrun Milani, Lili Moayyeri, Alireza Monda, Keri L Morken, Mario A Müller, Gabriele Müller-Nurasyid, Martina Musk, Arthur W Narisu, Narisu Nauck, Matthias Nolte, Ilja M Nöthen, Markus M Oozageer, Laticia Pilz, Stefan Rayner, Nigel W Renstrom, Frida Robertson, Neil R Rose, Lynda M Roussel, Ronan Sanna, Serena Scharnagl, Hubert Scholtens, Salome Schumacher, Fredrick R Schunkert, Heribert Scott, Robert A Sehmi, Joban Seufferlein, Thomas Shi, Jianxin Silventoinen, Karri Smit, Johannes H Smith, Albert Vernon Smolonska, Joanna Stanton, Alice V Stirrups, Kathleen Stott, David J Stringham, Heather M Sundström, Johan Swertz, Morris A Syvänen, Ann-Christine Tayo, Bamidele O Thorleifsson, Gudmar Tyrer, Jonathan P van Dijk, Suzanne van Schoor, Natasja M van der Velde, Nathalie van Heemst, Diana van Oort, Floor VA Vermeulen, Sita H Verweij, Niek Vonk, Judith M Waite, Lindsay L Waldenberger, Melanie Wennauer, Roman Wilkens, Lynne R Willenborg, Christina Wilsgaard, Tom Wojczynski, Mary K Wong, Andrew Wright, Alan F Zhang, Qunyuan Arveiler, Dominique Bakker, Stephan JL Beilby, John Bergman, Richard N Bergmann, Sven Biffar, Reiner Blangero, John Boomsma, Dorret I Bornstein, Stefan R Bovet, Pascal Brambilla, Paolo Brown, Morris J Campbell, Harry Caulfield, Mark J Chakravarti, Aravinda Collins, Rory Collins, Francis S Crawford, Dana C Cupples, L Adrienne Danesh, John de Faire, Ulf den Ruijter, Hester M Erbel, Raimund Erdmann, Jeanette Eriksson, Johan G Farrall, Martin Ferrannini, Ele Ferrières, Jean Ford, Ian Forouhi, Nita G Forrester, Terrence Gansevoort, Ron T Gejman, Pablo V Gieger, Christian Golay, Alain Gottesman, Omri Gudnason, Vilmundur Gyllensten, Ulf Haas, David W Hall, Alistair S Harris, Tamara B Hattersley, Andrew T Heath, Andrew C Hengstenberg, Christian Hicks, Andrew A Hindorff, Lucia A Hingorani, Aroon D Hofman, Albert Hovingh, G Kees Humphries, Steve E Hunt, Steven C Hypponen, Elina Jacobs, Kevin B Jarvelin, Marjo-Riitta Jousilahti, Pekka Jula, Antti M Kaprio, Jaakko Kastelein, John JP Kayser, Manfred Kee, Frank Keinanen-Kiukaanniemi, Sirkka M Kiemeney, Lambertus A Kooner, Jaspal S Kooperberg, Charles Koskinen, Seppo Kovacs, Peter Kraja, Aldi T Kumari, Meena Kuusisto, Johanna Lakka, Timo A Langenberg, Claudia Le Marchand, Loic Lehtimäki, Terho Lupoli, Sara Madden, Pamela AF Männistö, Satu Manunta, Paolo Marette, André Matise, Tara C McKnight, Barbara Meitinger, Thomas Moll, Frans L Montgomery, Grant W Morris, Andrew D Morris, Andrew P Murray, Jeffrey C Nelis, Mari Ohlsson, Claes Oldehinkel, Albertine J Ong, Ken K Ouwehand, Willem H Pasterkamp, Gerard Peters, Annette Pramstaller, Peter P Price, Jackie F Qi, Lu Raitakari, Olli T Rankinen, Tuomo Rao, DC Rice, Treva K Ritchie, Marylyn Rudan, Igor Salomaa, Veikko Samani, Nilesh J Saramies, Jouko Sarzynski, Mark A Schwarz, Peter EH Sebert, Sylvain Sever, Peter Shuldiner, Alan R Sinisalo, Juha Steinthorsdottir, Valgerdur Stolk, Ronald P Tardif, Jean-Claude Tönjes, Anke Tremblay, Angelo Tremoli, Elena Virtamo, Jarmo Vohl, Marie-Claude Amouyel, Philippe Asselbergs, Folkert W Assimes, Themistocles L Bochud, Murielle Boehm, Bernhard O Boerwinkle, Eric Bottinger, Erwin P Bouchard, Claude Cauchi, Stéphane Chambers, John C Chanock, Stephen J Cooper, Richard S de Bakker, Paul IW Dedoussis, George Ferrucci, Luigi Franks, Paul W Froguel, Philippe Groop, Leif C Haiman, Christopher A Hamsten, Anders Hayes, M Geoffrey Hui, Jennie Hunter, David J. Hveem, Kristian Jukema, J Wouter Kaplan, Robert C Kivimaki, Mika Kuh, Diana Laakso, Markku Liu, Yongmei Martin, Nicholas G März, Winfried Melbye, Mads Moebus, Susanne Munroe, Patricia B Njølstad, Inger Oostra, Ben A Palmer, Colin NA Pedersen, Nancy L Perola, Markus Pérusse, Louis Peters, Ulrike Powell, Joseph E Power, Chris Quertermous, Thomas Rauramaa, Rainer Reinmaa, Eva Ridker, Paul M Rivadeneira, Fernando Rotter, Jerome I Saaristo, Timo E Saleheen, Danish Schlessinger, David Slagboom, P Eline Snieder, Harold Spector, Tim D Strauch, Konstantin Stumvoll, Michael Tuomilehto, Jaakko Uusitupa, Matti van der Harst, Pim Völzke, Henry Walker, Mark Wareham, Nicholas J Watkins, Hugh Wichmann, H-Erich Wilson, James F Zanen, Pieter Deloukas, Panos Heid, Iris M Lindgren, Cecilia M Mohlke, Karen L Speliotes, Elizabeth K Thorsteinsdottir, Unnur Barroso, Inês Fox, Caroline S North, Kari E Strachan, David P Beckmann, Jacques S. Berndt, Sonja I Boehnke, Michael Borecki, Ingrid B McCarthy, Mark I Metspalu, Andres Stefansson, Kari Uitterlinden, André G van Duijn, Cornelia M Franke, Lude Willer, Cristen J Price, Alkes L. Lettre, Guillaume Loos, Ruth JF Weedon, Michael N Ingelsson, Erik O’Connell, Jeffrey R Abecasis, Goncalo R Chasman, Daniel I Goddard, Michael E Visscher, Peter M Hirschhorn, Joel N Frayling, Timothy M Defining the role of common variation in the genomic and biological architecture of adult human height |
title | Defining the role of common variation in the genomic and biological architecture of adult human height |
title_full | Defining the role of common variation in the genomic and biological architecture of adult human height |
title_fullStr | Defining the role of common variation in the genomic and biological architecture of adult human height |
title_full_unstemmed | Defining the role of common variation in the genomic and biological architecture of adult human height |
title_short | Defining the role of common variation in the genomic and biological architecture of adult human height |
title_sort | defining the role of common variation in the genomic and biological architecture of adult human height |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4250049/ https://www.ncbi.nlm.nih.gov/pubmed/25282103 http://dx.doi.org/10.1038/ng.3097 |
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