Cargando…
Rare and low-frequency coding variants alter human adult height
Height is a highly heritable, classic polygenic trait with ∼700 common associated variants identified so far through genome-wide association studies. Here, we report 83 height-associated coding variants with lower minor allele frequencies (range of 0.1-4.8%) and effects of up to 2 cm/allele (e.g. in...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5302847/ https://www.ncbi.nlm.nih.gov/pubmed/28146470 http://dx.doi.org/10.1038/nature21039 |
_version_ | 1782506624732102656 |
---|---|
author | Marouli, Eirini Graff, Mariaelisa Medina-Gomez, Carolina Lo, Ken Sin Wood, Andrew R Kjaer, Troels R Fine, Rebecca S Lu, Yingchang Schurmann, Claudia Highland, Heather M Rüeger, Sina Thorleifsson, Gudmar Justice, Anne E Lamparter, David Stirrups, Kathleen E Turcot, Valérie Young, Kristin L Winkler, Thomas W Esko, Tõnu Karaderi, Tugce Locke, Adam E Masca, Nicholas GD Ng, Maggie CY Mudgal, Poorva Rivas, Manuel A Vedantam, Sailaja Mahajan, Anubha Guo, Xiuqing Abecasis, Goncalo Aben, Katja K Adair, Linda S Alam, Dewan S Albrecht, Eva Allin, Kristine H Allison, Matthew Amouyel, Philippe Appel, Emil V Arveiler, Dominique Asselbergs, Folkert W Auer, Paul L Balkau, Beverley Banas, Bernhard Bang, Lia E Benn, Marianne Bergmann, Sven Bielak, Lawrence F Blüher, Matthias Boeing, Heiner Boerwinkle, Eric Böger, Carsten A Bonnycastle, Lori L Bork-Jensen, Jette Bots, Michiel L Bottinger, Erwin P Bowden, Donald W Brandslund, Ivan Breen, Gerome Brilliant, Murray H Broer, Linda Burt, Amber A Butterworth, Adam S Carey, David J Caulfield, Mark J Chambers, John C Chasman, Daniel I Chen, Yii-Der Ida Chowdhury, Rajiv Christensen, Cramer Chu, Audrey Y Cocca, Massimiliano Collins, Francis S Cook, James P Corley, Janie Galbany, Jordi Corominas Cox, Amanda J Cuellar-Partida, Gabriel Danesh, John Davies, Gail de Bakker, Paul IW de Borst, Gert J. de Denus, Simon de Groot, Mark CH de Mutsert, Renée Deary, Ian J Dedoussis, George Demerath, Ellen W den Hollander, Anneke I Dennis, Joe G Di Angelantonio, Emanuele Drenos, Fotios Du, Mengmeng Dunning, Alison M Easton, Douglas F Ebeling, Tapani Edwards, Todd L Ellinor, Patrick T Elliott, Paul Evangelou, Evangelos Farmaki, Aliki-Eleni Faul, Jessica D Feitosa, Mary F Feng, Shuang Ferrannini, Ele Ferrario, Marco M Ferrieres, Jean Florez, Jose C Ford, Ian Fornage, Myriam Franks, Paul W Frikke-Schmidt, Ruth Galesloot, Tessel E Gan, Wei Gandin, Ilaria Gasparini, Paolo Giedraitis, Vilmantas Giri, Ayush Girotto, Giorgia Gordon, Scott D Gordon-Larsen, Penny Gorski, Mathias Grarup, Niels Grove, Megan L. Gudnason, Vilmundur Gustafsson, Stefan Hansen, Torben Harris, Kathleen Mullan Harris, Tamara B Hattersley, Andrew T Hayward, Caroline He, Liang Heid, Iris M Heikkilä, Kauko Helgeland, Øyvind Hernesniemi, Jussi Hewitt, Alex W Hocking, Lynne J Hollensted, Mette Holmen, Oddgeir L Hovingh, G. Kees Howson, Joanna MM Hoyng, Carel B Huang, Paul L Hveem, Kristian Ikram, M. Arfan Ingelsson, Erik Jackson, Anne U Jansson, Jan-Håkan Jarvik, Gail P Jensen, Gorm B Jhun, Min A Jia, Yucheng Jiang, Xuejuan Johansson, Stefan Jørgensen, Marit E Jørgensen, Torben Jousilahti, Pekka Jukema, J Wouter Kahali, Bratati Kahn, René S Kähönen, Mika Kamstrup, Pia R Kanoni, Stavroula Kaprio, Jaakko Karaleftheri, Maria Kardia, Sharon LR Karpe, Fredrik Kee, Frank Keeman, Renske Kiemeney, Lambertus A Kitajima, Hidetoshi Kluivers, Kirsten B Kocher, Thomas Komulainen, Pirjo Kontto, Jukka Kooner, Jaspal S Kooperberg, Charles Kovacs, Peter Kriebel, Jennifer Kuivaniemi, Helena Küry, Sébastien Kuusisto, Johanna La Bianca, Martina Laakso, Markku Lakka, Timo A Lange, Ethan M Lange, Leslie A Langefeld, Carl D Langenberg, Claudia Larson, Eric B Lee, I-Te Lehtimäki, Terho Lewis, Cora E Li, Huaixing Li, Jin Li-Gao, Ruifang Lin, Honghuang Lin, Li-An Lin, Xu Lind, Lars Lindström, Jaana Linneberg, Allan Liu, Yeheng Liu, Yongmei Lophatananon, Artitaya Luan, Jian'an Lubitz, Steven A Lyytikäinen, Leo-Pekka Mackey, David A Madden, Pamela AF Manning, Alisa K Männistö, Satu Marenne, Gaëlle Marten, Jonathan Martin, Nicholas G Mazul, Angela L Meidtner, Karina Metspalu, Andres Mitchell, Paul Mohlke, Karen L Mook-Kanamori, Dennis O Morgan, Anna Morris, Andrew D Morris, Andrew P Müller-Nurasyid, Martina Munroe, Patricia B Nalls, Mike A Nauck, Matthias Nelson, Christopher P Neville, Matt Nielsen, Sune F Nikus, Kjell Njølstad, Pål R Nordestgaard, Børge G Ntalla, Ioanna O'Connel, Jeffrey R Oksa, Heikki Loohuis, Loes M Olde Ophoff, Roel A Owen, Katharine R Packard, Chris J Padmanabhan, Sandosh Palmer, Colin NA Pasterkamp, Gerard Patel, Aniruddh P Pattie, Alison Pedersen, Oluf Peissig, Peggy L Peloso, Gina M Pennell, Craig E Perola, Markus Perry, James A Perry, John R.B. Person, Thomas N Pirie, Ailith Polasek, Ozren Posthuma, Danielle Raitakari, Olli T Rasheed, Asif Rauramaa, Rainer Reilly, Dermot F Reiner, Alex P Renström, Frida Ridker, Paul M Rioux, John D Robertson, Neil Robino, Antonietta Rolandsson, Olov Rudan, Igor Ruth, Katherine S Saleheen, Danish Salomaa, Veikko Samani, Nilesh J Sandow, Kevin Sapkota, Yadav Sattar, Naveed Schmidt, Marjanka K Schreiner, Pamela J Schulze, Matthias B Scott, Robert A Segura-Lepe, Marcelo P Shah, Svati Sim, Xueling Sivapalaratnam, Suthesh Small, Kerrin S Smith, Albert Vernon Smith, Jennifer A Southam, Lorraine Spector, Timothy D Speliotes, Elizabeth K Starr, John M Steinthorsdottir, Valgerdur Stringham, Heather M Stumvoll, Michael Surendran, Praveen Hart, Leen M ‘t Tansey, Katherine E Tardif, Jean-Claude Taylor, Kent D Teumer, Alexander Thompson, Deborah J Thorsteinsdottir, Unnur Thuesen, Betina H Tönjes, Anke Tromp, Gerard Trompet, Stella Tsafantakis, Emmanouil Tuomilehto, Jaakko Tybjaerg-Hansen, Anne Tyrer, Jonathan P Uher, Rudolf Uitterlinden, André G Ulivi, Sheila van der Laan, Sander W Van Der Leij, Andries R van Duijn, Cornelia M van Schoor, Natasja M van Setten, Jessica Varbo, Anette Varga, Tibor V Varma, Rohit Edwards, Digna R Velez Vermeulen, Sita H Vestergaard, Henrik Vitart, Veronique Vogt, Thomas F Vozzi, Diego Walker, Mark Wang, Feijie Wang, Carol A Wang, Shuai Wang, Yiqin Wareham, Nicholas J Warren, Helen R Wessel, Jennifer Willems, Sara M Wilson, James G Witte, Daniel R Woods, Michael O Wu, Ying Yaghootkar, Hanieh Yao, Jie Yao, Pang Yerges-Armstrong, Laura M Young, Robin Zeggini, Eleftheria Zhan, Xiaowei Zhang, Weihua Zhao, Jing Hua Zhao, Wei Zhao, Wei Zheng, He Zhou, Wei Rotter, Jerome I Boehnke, Michael Kathiresan, Sekar McCarthy, Mark I Willer, Cristen J Stefansson, Kari Borecki, Ingrid B Liu, Dajiang J North, Kari E Heard-Costa, Nancy L Pers, Tune H Lindgren, Cecilia M Oxvig, Claus Kutalik, Zoltán Rivadeneira, Fernando Loos, Ruth JF Frayling, Timothy M Hirschhorn, Joel N Deloukas, Panos Lettre, Guillaume |
author_facet | Marouli, Eirini Graff, Mariaelisa Medina-Gomez, Carolina Lo, Ken Sin Wood, Andrew R Kjaer, Troels R Fine, Rebecca S Lu, Yingchang Schurmann, Claudia Highland, Heather M Rüeger, Sina Thorleifsson, Gudmar Justice, Anne E Lamparter, David Stirrups, Kathleen E Turcot, Valérie Young, Kristin L Winkler, Thomas W Esko, Tõnu Karaderi, Tugce Locke, Adam E Masca, Nicholas GD Ng, Maggie CY Mudgal, Poorva Rivas, Manuel A Vedantam, Sailaja Mahajan, Anubha Guo, Xiuqing Abecasis, Goncalo Aben, Katja K Adair, Linda S Alam, Dewan S Albrecht, Eva Allin, Kristine H Allison, Matthew Amouyel, Philippe Appel, Emil V Arveiler, Dominique Asselbergs, Folkert W Auer, Paul L Balkau, Beverley Banas, Bernhard Bang, Lia E Benn, Marianne Bergmann, Sven Bielak, Lawrence F Blüher, Matthias Boeing, Heiner Boerwinkle, Eric Böger, Carsten A Bonnycastle, Lori L Bork-Jensen, Jette Bots, Michiel L Bottinger, Erwin P Bowden, Donald W Brandslund, Ivan Breen, Gerome Brilliant, Murray H Broer, Linda Burt, Amber A Butterworth, Adam S Carey, David J Caulfield, Mark J Chambers, John C Chasman, Daniel I Chen, Yii-Der Ida Chowdhury, Rajiv Christensen, Cramer Chu, Audrey Y Cocca, Massimiliano Collins, Francis S Cook, James P Corley, Janie Galbany, Jordi Corominas Cox, Amanda J Cuellar-Partida, Gabriel Danesh, John Davies, Gail de Bakker, Paul IW de Borst, Gert J. de Denus, Simon de Groot, Mark CH de Mutsert, Renée Deary, Ian J Dedoussis, George Demerath, Ellen W den Hollander, Anneke I Dennis, Joe G Di Angelantonio, Emanuele Drenos, Fotios Du, Mengmeng Dunning, Alison M Easton, Douglas F Ebeling, Tapani Edwards, Todd L Ellinor, Patrick T Elliott, Paul Evangelou, Evangelos Farmaki, Aliki-Eleni Faul, Jessica D Feitosa, Mary F Feng, Shuang Ferrannini, Ele Ferrario, Marco M Ferrieres, Jean Florez, Jose C Ford, Ian Fornage, Myriam Franks, Paul W Frikke-Schmidt, Ruth Galesloot, Tessel E Gan, Wei Gandin, Ilaria Gasparini, Paolo Giedraitis, Vilmantas Giri, Ayush Girotto, Giorgia Gordon, Scott D Gordon-Larsen, Penny Gorski, Mathias Grarup, Niels Grove, Megan L. Gudnason, Vilmundur Gustafsson, Stefan Hansen, Torben Harris, Kathleen Mullan Harris, Tamara B Hattersley, Andrew T Hayward, Caroline He, Liang Heid, Iris M Heikkilä, Kauko Helgeland, Øyvind Hernesniemi, Jussi Hewitt, Alex W Hocking, Lynne J Hollensted, Mette Holmen, Oddgeir L Hovingh, G. Kees Howson, Joanna MM Hoyng, Carel B Huang, Paul L Hveem, Kristian Ikram, M. Arfan Ingelsson, Erik Jackson, Anne U Jansson, Jan-Håkan Jarvik, Gail P Jensen, Gorm B Jhun, Min A Jia, Yucheng Jiang, Xuejuan Johansson, Stefan Jørgensen, Marit E Jørgensen, Torben Jousilahti, Pekka Jukema, J Wouter Kahali, Bratati Kahn, René S Kähönen, Mika Kamstrup, Pia R Kanoni, Stavroula Kaprio, Jaakko Karaleftheri, Maria Kardia, Sharon LR Karpe, Fredrik Kee, Frank Keeman, Renske Kiemeney, Lambertus A Kitajima, Hidetoshi Kluivers, Kirsten B Kocher, Thomas Komulainen, Pirjo Kontto, Jukka Kooner, Jaspal S Kooperberg, Charles Kovacs, Peter Kriebel, Jennifer Kuivaniemi, Helena Küry, Sébastien Kuusisto, Johanna La Bianca, Martina Laakso, Markku Lakka, Timo A Lange, Ethan M Lange, Leslie A Langefeld, Carl D Langenberg, Claudia Larson, Eric B Lee, I-Te Lehtimäki, Terho Lewis, Cora E Li, Huaixing Li, Jin Li-Gao, Ruifang Lin, Honghuang Lin, Li-An Lin, Xu Lind, Lars Lindström, Jaana Linneberg, Allan Liu, Yeheng Liu, Yongmei Lophatananon, Artitaya Luan, Jian'an Lubitz, Steven A Lyytikäinen, Leo-Pekka Mackey, David A Madden, Pamela AF Manning, Alisa K Männistö, Satu Marenne, Gaëlle Marten, Jonathan Martin, Nicholas G Mazul, Angela L Meidtner, Karina Metspalu, Andres Mitchell, Paul Mohlke, Karen L Mook-Kanamori, Dennis O Morgan, Anna Morris, Andrew D Morris, Andrew P Müller-Nurasyid, Martina Munroe, Patricia B Nalls, Mike A Nauck, Matthias Nelson, Christopher P Neville, Matt Nielsen, Sune F Nikus, Kjell Njølstad, Pål R Nordestgaard, Børge G Ntalla, Ioanna O'Connel, Jeffrey R Oksa, Heikki Loohuis, Loes M Olde Ophoff, Roel A Owen, Katharine R Packard, Chris J Padmanabhan, Sandosh Palmer, Colin NA Pasterkamp, Gerard Patel, Aniruddh P Pattie, Alison Pedersen, Oluf Peissig, Peggy L Peloso, Gina M Pennell, Craig E Perola, Markus Perry, James A Perry, John R.B. Person, Thomas N Pirie, Ailith Polasek, Ozren Posthuma, Danielle Raitakari, Olli T Rasheed, Asif Rauramaa, Rainer Reilly, Dermot F Reiner, Alex P Renström, Frida Ridker, Paul M Rioux, John D Robertson, Neil Robino, Antonietta Rolandsson, Olov Rudan, Igor Ruth, Katherine S Saleheen, Danish Salomaa, Veikko Samani, Nilesh J Sandow, Kevin Sapkota, Yadav Sattar, Naveed Schmidt, Marjanka K Schreiner, Pamela J Schulze, Matthias B Scott, Robert A Segura-Lepe, Marcelo P Shah, Svati Sim, Xueling Sivapalaratnam, Suthesh Small, Kerrin S Smith, Albert Vernon Smith, Jennifer A Southam, Lorraine Spector, Timothy D Speliotes, Elizabeth K Starr, John M Steinthorsdottir, Valgerdur Stringham, Heather M Stumvoll, Michael Surendran, Praveen Hart, Leen M ‘t Tansey, Katherine E Tardif, Jean-Claude Taylor, Kent D Teumer, Alexander Thompson, Deborah J Thorsteinsdottir, Unnur Thuesen, Betina H Tönjes, Anke Tromp, Gerard Trompet, Stella Tsafantakis, Emmanouil Tuomilehto, Jaakko Tybjaerg-Hansen, Anne Tyrer, Jonathan P Uher, Rudolf Uitterlinden, André G Ulivi, Sheila van der Laan, Sander W Van Der Leij, Andries R van Duijn, Cornelia M van Schoor, Natasja M van Setten, Jessica Varbo, Anette Varga, Tibor V Varma, Rohit Edwards, Digna R Velez Vermeulen, Sita H Vestergaard, Henrik Vitart, Veronique Vogt, Thomas F Vozzi, Diego Walker, Mark Wang, Feijie Wang, Carol A Wang, Shuai Wang, Yiqin Wareham, Nicholas J Warren, Helen R Wessel, Jennifer Willems, Sara M Wilson, James G Witte, Daniel R Woods, Michael O Wu, Ying Yaghootkar, Hanieh Yao, Jie Yao, Pang Yerges-Armstrong, Laura M Young, Robin Zeggini, Eleftheria Zhan, Xiaowei Zhang, Weihua Zhao, Jing Hua Zhao, Wei Zhao, Wei Zheng, He Zhou, Wei Rotter, Jerome I Boehnke, Michael Kathiresan, Sekar McCarthy, Mark I Willer, Cristen J Stefansson, Kari Borecki, Ingrid B Liu, Dajiang J North, Kari E Heard-Costa, Nancy L Pers, Tune H Lindgren, Cecilia M Oxvig, Claus Kutalik, Zoltán Rivadeneira, Fernando Loos, Ruth JF Frayling, Timothy M Hirschhorn, Joel N Deloukas, Panos Lettre, Guillaume |
author_sort | Marouli, Eirini |
collection | PubMed |
description | Height is a highly heritable, classic polygenic trait with ∼700 common associated variants identified so far through genome-wide association studies. Here, we report 83 height-associated coding variants with lower minor allele frequencies (range of 0.1-4.8%) and effects of up to 2 cm/allele (e.g. in IHH, STC2, AR and CRISPLD2), >10 times the average effect of common variants. In functional follow-up studies, rare height-increasing alleles of STC2 (+1-2 cm/allele) compromised proteolytic inhibition of PAPP-A and increased cleavage of IGFBP-4 in vitro, resulting in higher bioavailability of insulin-like growth factors. These 83 height-associated variants overlap genes mutated in monogenic growth disorders and highlight new biological candidates (e.g. ADAMTS3, IL11RA, NOX4) and pathways (e.g. proteoglycan/glycosaminoglycan synthesis) involved in growth. Our results demonstrate that sufficiently large sample sizes can uncover rare and low-frequency variants of moderate to large effect associated with polygenic human phenotypes, and that these variants implicate relevant genes and pathways. |
format | Online Article Text |
id | pubmed-5302847 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
record_format | MEDLINE/PubMed |
spelling | pubmed-53028472017-08-01 Rare and low-frequency coding variants alter human adult height Marouli, Eirini Graff, Mariaelisa Medina-Gomez, Carolina Lo, Ken Sin Wood, Andrew R Kjaer, Troels R Fine, Rebecca S Lu, Yingchang Schurmann, Claudia Highland, Heather M Rüeger, Sina Thorleifsson, Gudmar Justice, Anne E Lamparter, David Stirrups, Kathleen E Turcot, Valérie Young, Kristin L Winkler, Thomas W Esko, Tõnu Karaderi, Tugce Locke, Adam E Masca, Nicholas GD Ng, Maggie CY Mudgal, Poorva Rivas, Manuel A Vedantam, Sailaja Mahajan, Anubha Guo, Xiuqing Abecasis, Goncalo Aben, Katja K Adair, Linda S Alam, Dewan S Albrecht, Eva Allin, Kristine H Allison, Matthew Amouyel, Philippe Appel, Emil V Arveiler, Dominique Asselbergs, Folkert W Auer, Paul L Balkau, Beverley Banas, Bernhard Bang, Lia E Benn, Marianne Bergmann, Sven Bielak, Lawrence F Blüher, Matthias Boeing, Heiner Boerwinkle, Eric Böger, Carsten A Bonnycastle, Lori L Bork-Jensen, Jette Bots, Michiel L Bottinger, Erwin P Bowden, Donald W Brandslund, Ivan Breen, Gerome Brilliant, Murray H Broer, Linda Burt, Amber A Butterworth, Adam S Carey, David J Caulfield, Mark J Chambers, John C Chasman, Daniel I Chen, Yii-Der Ida Chowdhury, Rajiv Christensen, Cramer Chu, Audrey Y Cocca, Massimiliano Collins, Francis S Cook, James P Corley, Janie Galbany, Jordi Corominas Cox, Amanda J Cuellar-Partida, Gabriel Danesh, John Davies, Gail de Bakker, Paul IW de Borst, Gert J. de Denus, Simon de Groot, Mark CH de Mutsert, Renée Deary, Ian J Dedoussis, George Demerath, Ellen W den Hollander, Anneke I Dennis, Joe G Di Angelantonio, Emanuele Drenos, Fotios Du, Mengmeng Dunning, Alison M Easton, Douglas F Ebeling, Tapani Edwards, Todd L Ellinor, Patrick T Elliott, Paul Evangelou, Evangelos Farmaki, Aliki-Eleni Faul, Jessica D Feitosa, Mary F Feng, Shuang Ferrannini, Ele Ferrario, Marco M Ferrieres, Jean Florez, Jose C Ford, Ian Fornage, Myriam Franks, Paul W Frikke-Schmidt, Ruth Galesloot, Tessel E Gan, Wei Gandin, Ilaria Gasparini, Paolo Giedraitis, Vilmantas Giri, Ayush Girotto, Giorgia Gordon, Scott D Gordon-Larsen, Penny Gorski, Mathias Grarup, Niels Grove, Megan L. Gudnason, Vilmundur Gustafsson, Stefan Hansen, Torben Harris, Kathleen Mullan Harris, Tamara B Hattersley, Andrew T Hayward, Caroline He, Liang Heid, Iris M Heikkilä, Kauko Helgeland, Øyvind Hernesniemi, Jussi Hewitt, Alex W Hocking, Lynne J Hollensted, Mette Holmen, Oddgeir L Hovingh, G. Kees Howson, Joanna MM Hoyng, Carel B Huang, Paul L Hveem, Kristian Ikram, M. Arfan Ingelsson, Erik Jackson, Anne U Jansson, Jan-Håkan Jarvik, Gail P Jensen, Gorm B Jhun, Min A Jia, Yucheng Jiang, Xuejuan Johansson, Stefan Jørgensen, Marit E Jørgensen, Torben Jousilahti, Pekka Jukema, J Wouter Kahali, Bratati Kahn, René S Kähönen, Mika Kamstrup, Pia R Kanoni, Stavroula Kaprio, Jaakko Karaleftheri, Maria Kardia, Sharon LR Karpe, Fredrik Kee, Frank Keeman, Renske Kiemeney, Lambertus A Kitajima, Hidetoshi Kluivers, Kirsten B Kocher, Thomas Komulainen, Pirjo Kontto, Jukka Kooner, Jaspal S Kooperberg, Charles Kovacs, Peter Kriebel, Jennifer Kuivaniemi, Helena Küry, Sébastien Kuusisto, Johanna La Bianca, Martina Laakso, Markku Lakka, Timo A Lange, Ethan M Lange, Leslie A Langefeld, Carl D Langenberg, Claudia Larson, Eric B Lee, I-Te Lehtimäki, Terho Lewis, Cora E Li, Huaixing Li, Jin Li-Gao, Ruifang Lin, Honghuang Lin, Li-An Lin, Xu Lind, Lars Lindström, Jaana Linneberg, Allan Liu, Yeheng Liu, Yongmei Lophatananon, Artitaya Luan, Jian'an Lubitz, Steven A Lyytikäinen, Leo-Pekka Mackey, David A Madden, Pamela AF Manning, Alisa K Männistö, Satu Marenne, Gaëlle Marten, Jonathan Martin, Nicholas G Mazul, Angela L Meidtner, Karina Metspalu, Andres Mitchell, Paul Mohlke, Karen L Mook-Kanamori, Dennis O Morgan, Anna Morris, Andrew D Morris, Andrew P Müller-Nurasyid, Martina Munroe, Patricia B Nalls, Mike A Nauck, Matthias Nelson, Christopher P Neville, Matt Nielsen, Sune F Nikus, Kjell Njølstad, Pål R Nordestgaard, Børge G Ntalla, Ioanna O'Connel, Jeffrey R Oksa, Heikki Loohuis, Loes M Olde Ophoff, Roel A Owen, Katharine R Packard, Chris J Padmanabhan, Sandosh Palmer, Colin NA Pasterkamp, Gerard Patel, Aniruddh P Pattie, Alison Pedersen, Oluf Peissig, Peggy L Peloso, Gina M Pennell, Craig E Perola, Markus Perry, James A Perry, John R.B. Person, Thomas N Pirie, Ailith Polasek, Ozren Posthuma, Danielle Raitakari, Olli T Rasheed, Asif Rauramaa, Rainer Reilly, Dermot F Reiner, Alex P Renström, Frida Ridker, Paul M Rioux, John D Robertson, Neil Robino, Antonietta Rolandsson, Olov Rudan, Igor Ruth, Katherine S Saleheen, Danish Salomaa, Veikko Samani, Nilesh J Sandow, Kevin Sapkota, Yadav Sattar, Naveed Schmidt, Marjanka K Schreiner, Pamela J Schulze, Matthias B Scott, Robert A Segura-Lepe, Marcelo P Shah, Svati Sim, Xueling Sivapalaratnam, Suthesh Small, Kerrin S Smith, Albert Vernon Smith, Jennifer A Southam, Lorraine Spector, Timothy D Speliotes, Elizabeth K Starr, John M Steinthorsdottir, Valgerdur Stringham, Heather M Stumvoll, Michael Surendran, Praveen Hart, Leen M ‘t Tansey, Katherine E Tardif, Jean-Claude Taylor, Kent D Teumer, Alexander Thompson, Deborah J Thorsteinsdottir, Unnur Thuesen, Betina H Tönjes, Anke Tromp, Gerard Trompet, Stella Tsafantakis, Emmanouil Tuomilehto, Jaakko Tybjaerg-Hansen, Anne Tyrer, Jonathan P Uher, Rudolf Uitterlinden, André G Ulivi, Sheila van der Laan, Sander W Van Der Leij, Andries R van Duijn, Cornelia M van Schoor, Natasja M van Setten, Jessica Varbo, Anette Varga, Tibor V Varma, Rohit Edwards, Digna R Velez Vermeulen, Sita H Vestergaard, Henrik Vitart, Veronique Vogt, Thomas F Vozzi, Diego Walker, Mark Wang, Feijie Wang, Carol A Wang, Shuai Wang, Yiqin Wareham, Nicholas J Warren, Helen R Wessel, Jennifer Willems, Sara M Wilson, James G Witte, Daniel R Woods, Michael O Wu, Ying Yaghootkar, Hanieh Yao, Jie Yao, Pang Yerges-Armstrong, Laura M Young, Robin Zeggini, Eleftheria Zhan, Xiaowei Zhang, Weihua Zhao, Jing Hua Zhao, Wei Zhao, Wei Zheng, He Zhou, Wei Rotter, Jerome I Boehnke, Michael Kathiresan, Sekar McCarthy, Mark I Willer, Cristen J Stefansson, Kari Borecki, Ingrid B Liu, Dajiang J North, Kari E Heard-Costa, Nancy L Pers, Tune H Lindgren, Cecilia M Oxvig, Claus Kutalik, Zoltán Rivadeneira, Fernando Loos, Ruth JF Frayling, Timothy M Hirschhorn, Joel N Deloukas, Panos Lettre, Guillaume Nature Article Height is a highly heritable, classic polygenic trait with ∼700 common associated variants identified so far through genome-wide association studies. Here, we report 83 height-associated coding variants with lower minor allele frequencies (range of 0.1-4.8%) and effects of up to 2 cm/allele (e.g. in IHH, STC2, AR and CRISPLD2), >10 times the average effect of common variants. In functional follow-up studies, rare height-increasing alleles of STC2 (+1-2 cm/allele) compromised proteolytic inhibition of PAPP-A and increased cleavage of IGFBP-4 in vitro, resulting in higher bioavailability of insulin-like growth factors. These 83 height-associated variants overlap genes mutated in monogenic growth disorders and highlight new biological candidates (e.g. ADAMTS3, IL11RA, NOX4) and pathways (e.g. proteoglycan/glycosaminoglycan synthesis) involved in growth. Our results demonstrate that sufficiently large sample sizes can uncover rare and low-frequency variants of moderate to large effect associated with polygenic human phenotypes, and that these variants implicate relevant genes and pathways. 2017-02-01 2017-02-09 /pmc/articles/PMC5302847/ /pubmed/28146470 http://dx.doi.org/10.1038/nature21039 Text en Reprints and permissions information is available at www.nature.com/reprints (http://www.nature.com/reprints) . 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 Marouli, Eirini Graff, Mariaelisa Medina-Gomez, Carolina Lo, Ken Sin Wood, Andrew R Kjaer, Troels R Fine, Rebecca S Lu, Yingchang Schurmann, Claudia Highland, Heather M Rüeger, Sina Thorleifsson, Gudmar Justice, Anne E Lamparter, David Stirrups, Kathleen E Turcot, Valérie Young, Kristin L Winkler, Thomas W Esko, Tõnu Karaderi, Tugce Locke, Adam E Masca, Nicholas GD Ng, Maggie CY Mudgal, Poorva Rivas, Manuel A Vedantam, Sailaja Mahajan, Anubha Guo, Xiuqing Abecasis, Goncalo Aben, Katja K Adair, Linda S Alam, Dewan S Albrecht, Eva Allin, Kristine H Allison, Matthew Amouyel, Philippe Appel, Emil V Arveiler, Dominique Asselbergs, Folkert W Auer, Paul L Balkau, Beverley Banas, Bernhard Bang, Lia E Benn, Marianne Bergmann, Sven Bielak, Lawrence F Blüher, Matthias Boeing, Heiner Boerwinkle, Eric Böger, Carsten A Bonnycastle, Lori L Bork-Jensen, Jette Bots, Michiel L Bottinger, Erwin P Bowden, Donald W Brandslund, Ivan Breen, Gerome Brilliant, Murray H Broer, Linda Burt, Amber A Butterworth, Adam S Carey, David J Caulfield, Mark J Chambers, John C Chasman, Daniel I Chen, Yii-Der Ida Chowdhury, Rajiv Christensen, Cramer Chu, Audrey Y Cocca, Massimiliano Collins, Francis S Cook, James P Corley, Janie Galbany, Jordi Corominas Cox, Amanda J Cuellar-Partida, Gabriel Danesh, John Davies, Gail de Bakker, Paul IW de Borst, Gert J. de Denus, Simon de Groot, Mark CH de Mutsert, Renée Deary, Ian J Dedoussis, George Demerath, Ellen W den Hollander, Anneke I Dennis, Joe G Di Angelantonio, Emanuele Drenos, Fotios Du, Mengmeng Dunning, Alison M Easton, Douglas F Ebeling, Tapani Edwards, Todd L Ellinor, Patrick T Elliott, Paul Evangelou, Evangelos Farmaki, Aliki-Eleni Faul, Jessica D Feitosa, Mary F Feng, Shuang Ferrannini, Ele Ferrario, Marco M Ferrieres, Jean Florez, Jose C Ford, Ian Fornage, Myriam Franks, Paul W Frikke-Schmidt, Ruth Galesloot, Tessel E Gan, Wei Gandin, Ilaria Gasparini, Paolo Giedraitis, Vilmantas Giri, Ayush Girotto, Giorgia Gordon, Scott D Gordon-Larsen, Penny Gorski, Mathias Grarup, Niels Grove, Megan L. Gudnason, Vilmundur Gustafsson, Stefan Hansen, Torben Harris, Kathleen Mullan Harris, Tamara B Hattersley, Andrew T Hayward, Caroline He, Liang Heid, Iris M Heikkilä, Kauko Helgeland, Øyvind Hernesniemi, Jussi Hewitt, Alex W Hocking, Lynne J Hollensted, Mette Holmen, Oddgeir L Hovingh, G. Kees Howson, Joanna MM Hoyng, Carel B Huang, Paul L Hveem, Kristian Ikram, M. Arfan Ingelsson, Erik Jackson, Anne U Jansson, Jan-Håkan Jarvik, Gail P Jensen, Gorm B Jhun, Min A Jia, Yucheng Jiang, Xuejuan Johansson, Stefan Jørgensen, Marit E Jørgensen, Torben Jousilahti, Pekka Jukema, J Wouter Kahali, Bratati Kahn, René S Kähönen, Mika Kamstrup, Pia R Kanoni, Stavroula Kaprio, Jaakko Karaleftheri, Maria Kardia, Sharon LR Karpe, Fredrik Kee, Frank Keeman, Renske Kiemeney, Lambertus A Kitajima, Hidetoshi Kluivers, Kirsten B Kocher, Thomas Komulainen, Pirjo Kontto, Jukka Kooner, Jaspal S Kooperberg, Charles Kovacs, Peter Kriebel, Jennifer Kuivaniemi, Helena Küry, Sébastien Kuusisto, Johanna La Bianca, Martina Laakso, Markku Lakka, Timo A Lange, Ethan M Lange, Leslie A Langefeld, Carl D Langenberg, Claudia Larson, Eric B Lee, I-Te Lehtimäki, Terho Lewis, Cora E Li, Huaixing Li, Jin Li-Gao, Ruifang Lin, Honghuang Lin, Li-An Lin, Xu Lind, Lars Lindström, Jaana Linneberg, Allan Liu, Yeheng Liu, Yongmei Lophatananon, Artitaya Luan, Jian'an Lubitz, Steven A Lyytikäinen, Leo-Pekka Mackey, David A Madden, Pamela AF Manning, Alisa K Männistö, Satu Marenne, Gaëlle Marten, Jonathan Martin, Nicholas G Mazul, Angela L Meidtner, Karina Metspalu, Andres Mitchell, Paul Mohlke, Karen L Mook-Kanamori, Dennis O Morgan, Anna Morris, Andrew D Morris, Andrew P Müller-Nurasyid, Martina Munroe, Patricia B Nalls, Mike A Nauck, Matthias Nelson, Christopher P Neville, Matt Nielsen, Sune F Nikus, Kjell Njølstad, Pål R Nordestgaard, Børge G Ntalla, Ioanna O'Connel, Jeffrey R Oksa, Heikki Loohuis, Loes M Olde Ophoff, Roel A Owen, Katharine R Packard, Chris J Padmanabhan, Sandosh Palmer, Colin NA Pasterkamp, Gerard Patel, Aniruddh P Pattie, Alison Pedersen, Oluf Peissig, Peggy L Peloso, Gina M Pennell, Craig E Perola, Markus Perry, James A Perry, John R.B. Person, Thomas N Pirie, Ailith Polasek, Ozren Posthuma, Danielle Raitakari, Olli T Rasheed, Asif Rauramaa, Rainer Reilly, Dermot F Reiner, Alex P Renström, Frida Ridker, Paul M Rioux, John D Robertson, Neil Robino, Antonietta Rolandsson, Olov Rudan, Igor Ruth, Katherine S Saleheen, Danish Salomaa, Veikko Samani, Nilesh J Sandow, Kevin Sapkota, Yadav Sattar, Naveed Schmidt, Marjanka K Schreiner, Pamela J Schulze, Matthias B Scott, Robert A Segura-Lepe, Marcelo P Shah, Svati Sim, Xueling Sivapalaratnam, Suthesh Small, Kerrin S Smith, Albert Vernon Smith, Jennifer A Southam, Lorraine Spector, Timothy D Speliotes, Elizabeth K Starr, John M Steinthorsdottir, Valgerdur Stringham, Heather M Stumvoll, Michael Surendran, Praveen Hart, Leen M ‘t Tansey, Katherine E Tardif, Jean-Claude Taylor, Kent D Teumer, Alexander Thompson, Deborah J Thorsteinsdottir, Unnur Thuesen, Betina H Tönjes, Anke Tromp, Gerard Trompet, Stella Tsafantakis, Emmanouil Tuomilehto, Jaakko Tybjaerg-Hansen, Anne Tyrer, Jonathan P Uher, Rudolf Uitterlinden, André G Ulivi, Sheila van der Laan, Sander W Van Der Leij, Andries R van Duijn, Cornelia M van Schoor, Natasja M van Setten, Jessica Varbo, Anette Varga, Tibor V Varma, Rohit Edwards, Digna R Velez Vermeulen, Sita H Vestergaard, Henrik Vitart, Veronique Vogt, Thomas F Vozzi, Diego Walker, Mark Wang, Feijie Wang, Carol A Wang, Shuai Wang, Yiqin Wareham, Nicholas J Warren, Helen R Wessel, Jennifer Willems, Sara M Wilson, James G Witte, Daniel R Woods, Michael O Wu, Ying Yaghootkar, Hanieh Yao, Jie Yao, Pang Yerges-Armstrong, Laura M Young, Robin Zeggini, Eleftheria Zhan, Xiaowei Zhang, Weihua Zhao, Jing Hua Zhao, Wei Zhao, Wei Zheng, He Zhou, Wei Rotter, Jerome I Boehnke, Michael Kathiresan, Sekar McCarthy, Mark I Willer, Cristen J Stefansson, Kari Borecki, Ingrid B Liu, Dajiang J North, Kari E Heard-Costa, Nancy L Pers, Tune H Lindgren, Cecilia M Oxvig, Claus Kutalik, Zoltán Rivadeneira, Fernando Loos, Ruth JF Frayling, Timothy M Hirschhorn, Joel N Deloukas, Panos Lettre, Guillaume Rare and low-frequency coding variants alter human adult height |
title | Rare and low-frequency coding variants alter human adult height |
title_full | Rare and low-frequency coding variants alter human adult height |
title_fullStr | Rare and low-frequency coding variants alter human adult height |
title_full_unstemmed | Rare and low-frequency coding variants alter human adult height |
title_short | Rare and low-frequency coding variants alter human adult height |
title_sort | rare and low-frequency coding variants alter human adult height |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5302847/ https://www.ncbi.nlm.nih.gov/pubmed/28146470 http://dx.doi.org/10.1038/nature21039 |
work_keys_str_mv | AT maroulieirini rareandlowfrequencycodingvariantsalterhumanadultheight AT graffmariaelisa rareandlowfrequencycodingvariantsalterhumanadultheight AT medinagomezcarolina rareandlowfrequencycodingvariantsalterhumanadultheight AT lokensin rareandlowfrequencycodingvariantsalterhumanadultheight AT woodandrewr rareandlowfrequencycodingvariantsalterhumanadultheight AT kjaertroelsr rareandlowfrequencycodingvariantsalterhumanadultheight AT finerebeccas rareandlowfrequencycodingvariantsalterhumanadultheight AT luyingchang rareandlowfrequencycodingvariantsalterhumanadultheight AT schurmannclaudia rareandlowfrequencycodingvariantsalterhumanadultheight AT highlandheatherm rareandlowfrequencycodingvariantsalterhumanadultheight AT ruegersina rareandlowfrequencycodingvariantsalterhumanadultheight AT thorleifssongudmar rareandlowfrequencycodingvariantsalterhumanadultheight AT justiceannee rareandlowfrequencycodingvariantsalterhumanadultheight AT lamparterdavid rareandlowfrequencycodingvariantsalterhumanadultheight AT stirrupskathleene rareandlowfrequencycodingvariantsalterhumanadultheight AT turcotvalerie rareandlowfrequencycodingvariantsalterhumanadultheight AT youngkristinl rareandlowfrequencycodingvariantsalterhumanadultheight AT winklerthomasw rareandlowfrequencycodingvariantsalterhumanadultheight AT eskotonu rareandlowfrequencycodingvariantsalterhumanadultheight AT karaderitugce rareandlowfrequencycodingvariantsalterhumanadultheight AT lockeadame rareandlowfrequencycodingvariantsalterhumanadultheight AT mascanicholasgd rareandlowfrequencycodingvariantsalterhumanadultheight AT ngmaggiecy rareandlowfrequencycodingvariantsalterhumanadultheight AT mudgalpoorva rareandlowfrequencycodingvariantsalterhumanadultheight AT rivasmanuela rareandlowfrequencycodingvariantsalterhumanadultheight AT vedantamsailaja rareandlowfrequencycodingvariantsalterhumanadultheight AT mahajananubha rareandlowfrequencycodingvariantsalterhumanadultheight AT guoxiuqing rareandlowfrequencycodingvariantsalterhumanadultheight AT abecasisgoncalo rareandlowfrequencycodingvariantsalterhumanadultheight AT abenkatjak rareandlowfrequencycodingvariantsalterhumanadultheight AT adairlindas rareandlowfrequencycodingvariantsalterhumanadultheight AT alamdewans rareandlowfrequencycodingvariantsalterhumanadultheight AT albrechteva rareandlowfrequencycodingvariantsalterhumanadultheight AT allinkristineh rareandlowfrequencycodingvariantsalterhumanadultheight AT allisonmatthew rareandlowfrequencycodingvariantsalterhumanadultheight AT amouyelphilippe rareandlowfrequencycodingvariantsalterhumanadultheight AT appelemilv rareandlowfrequencycodingvariantsalterhumanadultheight AT arveilerdominique rareandlowfrequencycodingvariantsalterhumanadultheight AT asselbergsfolkertw rareandlowfrequencycodingvariantsalterhumanadultheight AT auerpaull rareandlowfrequencycodingvariantsalterhumanadultheight AT balkaubeverley rareandlowfrequencycodingvariantsalterhumanadultheight AT banasbernhard rareandlowfrequencycodingvariantsalterhumanadultheight AT bangliae rareandlowfrequencycodingvariantsalterhumanadultheight AT bennmarianne rareandlowfrequencycodingvariantsalterhumanadultheight AT bergmannsven rareandlowfrequencycodingvariantsalterhumanadultheight AT bielaklawrencef rareandlowfrequencycodingvariantsalterhumanadultheight AT bluhermatthias rareandlowfrequencycodingvariantsalterhumanadultheight AT boeingheiner rareandlowfrequencycodingvariantsalterhumanadultheight AT boerwinkleeric rareandlowfrequencycodingvariantsalterhumanadultheight AT bogercarstena rareandlowfrequencycodingvariantsalterhumanadultheight AT bonnycastleloril rareandlowfrequencycodingvariantsalterhumanadultheight AT borkjensenjette rareandlowfrequencycodingvariantsalterhumanadultheight AT botsmichiell rareandlowfrequencycodingvariantsalterhumanadultheight AT bottingererwinp rareandlowfrequencycodingvariantsalterhumanadultheight AT bowdendonaldw rareandlowfrequencycodingvariantsalterhumanadultheight AT brandslundivan rareandlowfrequencycodingvariantsalterhumanadultheight AT breengerome rareandlowfrequencycodingvariantsalterhumanadultheight AT brilliantmurrayh rareandlowfrequencycodingvariantsalterhumanadultheight AT broerlinda rareandlowfrequencycodingvariantsalterhumanadultheight AT burtambera rareandlowfrequencycodingvariantsalterhumanadultheight AT butterworthadams rareandlowfrequencycodingvariantsalterhumanadultheight AT careydavidj rareandlowfrequencycodingvariantsalterhumanadultheight AT caulfieldmarkj rareandlowfrequencycodingvariantsalterhumanadultheight AT chambersjohnc rareandlowfrequencycodingvariantsalterhumanadultheight AT chasmandanieli rareandlowfrequencycodingvariantsalterhumanadultheight AT chenyiiderida rareandlowfrequencycodingvariantsalterhumanadultheight AT chowdhuryrajiv rareandlowfrequencycodingvariantsalterhumanadultheight AT christensencramer rareandlowfrequencycodingvariantsalterhumanadultheight AT chuaudreyy rareandlowfrequencycodingvariantsalterhumanadultheight AT coccamassimiliano rareandlowfrequencycodingvariantsalterhumanadultheight AT collinsfranciss rareandlowfrequencycodingvariantsalterhumanadultheight AT cookjamesp rareandlowfrequencycodingvariantsalterhumanadultheight AT corleyjanie rareandlowfrequencycodingvariantsalterhumanadultheight AT galbanyjordicorominas rareandlowfrequencycodingvariantsalterhumanadultheight AT coxamandaj rareandlowfrequencycodingvariantsalterhumanadultheight AT cuellarpartidagabriel rareandlowfrequencycodingvariantsalterhumanadultheight AT daneshjohn rareandlowfrequencycodingvariantsalterhumanadultheight AT daviesgail rareandlowfrequencycodingvariantsalterhumanadultheight AT debakkerpauliw rareandlowfrequencycodingvariantsalterhumanadultheight AT deborstgertj rareandlowfrequencycodingvariantsalterhumanadultheight AT dedenussimon rareandlowfrequencycodingvariantsalterhumanadultheight AT degrootmarkch rareandlowfrequencycodingvariantsalterhumanadultheight AT demutsertrenee rareandlowfrequencycodingvariantsalterhumanadultheight AT dearyianj rareandlowfrequencycodingvariantsalterhumanadultheight AT dedoussisgeorge rareandlowfrequencycodingvariantsalterhumanadultheight AT demerathellenw rareandlowfrequencycodingvariantsalterhumanadultheight AT denhollanderannekei rareandlowfrequencycodingvariantsalterhumanadultheight AT dennisjoeg rareandlowfrequencycodingvariantsalterhumanadultheight AT diangelantonioemanuele rareandlowfrequencycodingvariantsalterhumanadultheight AT drenosfotios rareandlowfrequencycodingvariantsalterhumanadultheight AT dumengmeng rareandlowfrequencycodingvariantsalterhumanadultheight AT dunningalisonm rareandlowfrequencycodingvariantsalterhumanadultheight AT eastondouglasf rareandlowfrequencycodingvariantsalterhumanadultheight AT ebelingtapani rareandlowfrequencycodingvariantsalterhumanadultheight AT edwardstoddl rareandlowfrequencycodingvariantsalterhumanadultheight AT ellinorpatrickt rareandlowfrequencycodingvariantsalterhumanadultheight AT elliottpaul rareandlowfrequencycodingvariantsalterhumanadultheight AT evangelouevangelos rareandlowfrequencycodingvariantsalterhumanadultheight AT farmakialikieleni rareandlowfrequencycodingvariantsalterhumanadultheight AT fauljessicad rareandlowfrequencycodingvariantsalterhumanadultheight AT feitosamaryf rareandlowfrequencycodingvariantsalterhumanadultheight AT fengshuang rareandlowfrequencycodingvariantsalterhumanadultheight AT ferranniniele rareandlowfrequencycodingvariantsalterhumanadultheight AT ferrariomarcom rareandlowfrequencycodingvariantsalterhumanadultheight AT ferrieresjean rareandlowfrequencycodingvariantsalterhumanadultheight AT florezjosec rareandlowfrequencycodingvariantsalterhumanadultheight AT fordian rareandlowfrequencycodingvariantsalterhumanadultheight AT fornagemyriam rareandlowfrequencycodingvariantsalterhumanadultheight AT frankspaulw rareandlowfrequencycodingvariantsalterhumanadultheight AT frikkeschmidtruth rareandlowfrequencycodingvariantsalterhumanadultheight AT galesloottessele rareandlowfrequencycodingvariantsalterhumanadultheight AT ganwei rareandlowfrequencycodingvariantsalterhumanadultheight AT gandinilaria rareandlowfrequencycodingvariantsalterhumanadultheight AT gasparinipaolo rareandlowfrequencycodingvariantsalterhumanadultheight AT giedraitisvilmantas rareandlowfrequencycodingvariantsalterhumanadultheight AT giriayush rareandlowfrequencycodingvariantsalterhumanadultheight AT girottogiorgia rareandlowfrequencycodingvariantsalterhumanadultheight AT gordonscottd rareandlowfrequencycodingvariantsalterhumanadultheight AT gordonlarsenpenny rareandlowfrequencycodingvariantsalterhumanadultheight AT gorskimathias rareandlowfrequencycodingvariantsalterhumanadultheight AT grarupniels rareandlowfrequencycodingvariantsalterhumanadultheight AT grovemeganl rareandlowfrequencycodingvariantsalterhumanadultheight AT gudnasonvilmundur rareandlowfrequencycodingvariantsalterhumanadultheight AT gustafssonstefan rareandlowfrequencycodingvariantsalterhumanadultheight AT hansentorben rareandlowfrequencycodingvariantsalterhumanadultheight AT harriskathleenmullan rareandlowfrequencycodingvariantsalterhumanadultheight AT harristamarab rareandlowfrequencycodingvariantsalterhumanadultheight AT hattersleyandrewt rareandlowfrequencycodingvariantsalterhumanadultheight AT haywardcaroline rareandlowfrequencycodingvariantsalterhumanadultheight AT heliang rareandlowfrequencycodingvariantsalterhumanadultheight AT heidirism rareandlowfrequencycodingvariantsalterhumanadultheight AT heikkilakauko rareandlowfrequencycodingvariantsalterhumanadultheight AT helgelandøyvind rareandlowfrequencycodingvariantsalterhumanadultheight AT hernesniemijussi rareandlowfrequencycodingvariantsalterhumanadultheight AT hewittalexw rareandlowfrequencycodingvariantsalterhumanadultheight AT hockinglynnej rareandlowfrequencycodingvariantsalterhumanadultheight AT hollenstedmette rareandlowfrequencycodingvariantsalterhumanadultheight AT holmenoddgeirl rareandlowfrequencycodingvariantsalterhumanadultheight AT hovinghgkees rareandlowfrequencycodingvariantsalterhumanadultheight AT howsonjoannamm rareandlowfrequencycodingvariantsalterhumanadultheight AT hoyngcarelb rareandlowfrequencycodingvariantsalterhumanadultheight AT huangpaull rareandlowfrequencycodingvariantsalterhumanadultheight AT hveemkristian rareandlowfrequencycodingvariantsalterhumanadultheight AT ikrammarfan rareandlowfrequencycodingvariantsalterhumanadultheight AT ingelssonerik rareandlowfrequencycodingvariantsalterhumanadultheight AT jacksonanneu rareandlowfrequencycodingvariantsalterhumanadultheight AT janssonjanhakan rareandlowfrequencycodingvariantsalterhumanadultheight AT jarvikgailp rareandlowfrequencycodingvariantsalterhumanadultheight AT jensengormb rareandlowfrequencycodingvariantsalterhumanadultheight AT jhunmina rareandlowfrequencycodingvariantsalterhumanadultheight AT jiayucheng rareandlowfrequencycodingvariantsalterhumanadultheight AT jiangxuejuan rareandlowfrequencycodingvariantsalterhumanadultheight AT johanssonstefan rareandlowfrequencycodingvariantsalterhumanadultheight AT jørgensenmarite rareandlowfrequencycodingvariantsalterhumanadultheight AT jørgensentorben rareandlowfrequencycodingvariantsalterhumanadultheight AT jousilahtipekka rareandlowfrequencycodingvariantsalterhumanadultheight AT jukemajwouter rareandlowfrequencycodingvariantsalterhumanadultheight AT kahalibratati rareandlowfrequencycodingvariantsalterhumanadultheight AT kahnrenes rareandlowfrequencycodingvariantsalterhumanadultheight AT kahonenmika rareandlowfrequencycodingvariantsalterhumanadultheight AT kamstruppiar rareandlowfrequencycodingvariantsalterhumanadultheight AT kanonistavroula rareandlowfrequencycodingvariantsalterhumanadultheight AT kapriojaakko rareandlowfrequencycodingvariantsalterhumanadultheight AT karaleftherimaria rareandlowfrequencycodingvariantsalterhumanadultheight AT kardiasharonlr rareandlowfrequencycodingvariantsalterhumanadultheight AT karpefredrik rareandlowfrequencycodingvariantsalterhumanadultheight AT keefrank rareandlowfrequencycodingvariantsalterhumanadultheight AT keemanrenske rareandlowfrequencycodingvariantsalterhumanadultheight AT kiemeneylambertusa rareandlowfrequencycodingvariantsalterhumanadultheight AT kitajimahidetoshi rareandlowfrequencycodingvariantsalterhumanadultheight AT kluiverskirstenb rareandlowfrequencycodingvariantsalterhumanadultheight AT kocherthomas rareandlowfrequencycodingvariantsalterhumanadultheight AT komulainenpirjo rareandlowfrequencycodingvariantsalterhumanadultheight AT konttojukka rareandlowfrequencycodingvariantsalterhumanadultheight AT koonerjaspals rareandlowfrequencycodingvariantsalterhumanadultheight AT kooperbergcharles rareandlowfrequencycodingvariantsalterhumanadultheight AT kovacspeter rareandlowfrequencycodingvariantsalterhumanadultheight AT kriebeljennifer rareandlowfrequencycodingvariantsalterhumanadultheight AT kuivaniemihelena rareandlowfrequencycodingvariantsalterhumanadultheight AT kurysebastien rareandlowfrequencycodingvariantsalterhumanadultheight AT kuusistojohanna rareandlowfrequencycodingvariantsalterhumanadultheight AT labiancamartina rareandlowfrequencycodingvariantsalterhumanadultheight AT laaksomarkku rareandlowfrequencycodingvariantsalterhumanadultheight AT lakkatimoa rareandlowfrequencycodingvariantsalterhumanadultheight AT langeethanm rareandlowfrequencycodingvariantsalterhumanadultheight AT langelesliea rareandlowfrequencycodingvariantsalterhumanadultheight AT langefeldcarld rareandlowfrequencycodingvariantsalterhumanadultheight AT langenbergclaudia rareandlowfrequencycodingvariantsalterhumanadultheight AT larsonericb rareandlowfrequencycodingvariantsalterhumanadultheight AT leeite rareandlowfrequencycodingvariantsalterhumanadultheight AT lehtimakiterho rareandlowfrequencycodingvariantsalterhumanadultheight AT lewiscorae rareandlowfrequencycodingvariantsalterhumanadultheight AT lihuaixing rareandlowfrequencycodingvariantsalterhumanadultheight AT lijin rareandlowfrequencycodingvariantsalterhumanadultheight AT ligaoruifang rareandlowfrequencycodingvariantsalterhumanadultheight AT linhonghuang rareandlowfrequencycodingvariantsalterhumanadultheight AT linlian rareandlowfrequencycodingvariantsalterhumanadultheight AT linxu rareandlowfrequencycodingvariantsalterhumanadultheight AT lindlars rareandlowfrequencycodingvariantsalterhumanadultheight AT lindstromjaana rareandlowfrequencycodingvariantsalterhumanadultheight AT linnebergallan rareandlowfrequencycodingvariantsalterhumanadultheight AT liuyeheng rareandlowfrequencycodingvariantsalterhumanadultheight AT liuyongmei rareandlowfrequencycodingvariantsalterhumanadultheight AT lophatananonartitaya rareandlowfrequencycodingvariantsalterhumanadultheight AT luanjianan rareandlowfrequencycodingvariantsalterhumanadultheight AT lubitzstevena rareandlowfrequencycodingvariantsalterhumanadultheight AT lyytikainenleopekka rareandlowfrequencycodingvariantsalterhumanadultheight AT mackeydavida rareandlowfrequencycodingvariantsalterhumanadultheight AT maddenpamelaaf rareandlowfrequencycodingvariantsalterhumanadultheight AT manningalisak rareandlowfrequencycodingvariantsalterhumanadultheight AT mannistosatu rareandlowfrequencycodingvariantsalterhumanadultheight AT marennegaelle rareandlowfrequencycodingvariantsalterhumanadultheight AT martenjonathan rareandlowfrequencycodingvariantsalterhumanadultheight AT martinnicholasg rareandlowfrequencycodingvariantsalterhumanadultheight AT mazulangelal rareandlowfrequencycodingvariantsalterhumanadultheight AT meidtnerkarina rareandlowfrequencycodingvariantsalterhumanadultheight AT metspaluandres rareandlowfrequencycodingvariantsalterhumanadultheight AT mitchellpaul rareandlowfrequencycodingvariantsalterhumanadultheight AT mohlkekarenl rareandlowfrequencycodingvariantsalterhumanadultheight AT mookkanamoridenniso rareandlowfrequencycodingvariantsalterhumanadultheight AT morgananna rareandlowfrequencycodingvariantsalterhumanadultheight AT morrisandrewd rareandlowfrequencycodingvariantsalterhumanadultheight AT morrisandrewp rareandlowfrequencycodingvariantsalterhumanadultheight AT mullernurasyidmartina rareandlowfrequencycodingvariantsalterhumanadultheight AT munroepatriciab rareandlowfrequencycodingvariantsalterhumanadultheight AT nallsmikea rareandlowfrequencycodingvariantsalterhumanadultheight AT nauckmatthias rareandlowfrequencycodingvariantsalterhumanadultheight AT nelsonchristopherp rareandlowfrequencycodingvariantsalterhumanadultheight AT nevillematt rareandlowfrequencycodingvariantsalterhumanadultheight AT nielsensunef rareandlowfrequencycodingvariantsalterhumanadultheight AT nikuskjell rareandlowfrequencycodingvariantsalterhumanadultheight AT njølstadpalr rareandlowfrequencycodingvariantsalterhumanadultheight AT nordestgaardbørgeg rareandlowfrequencycodingvariantsalterhumanadultheight AT ntallaioanna rareandlowfrequencycodingvariantsalterhumanadultheight AT oconneljeffreyr rareandlowfrequencycodingvariantsalterhumanadultheight AT oksaheikki rareandlowfrequencycodingvariantsalterhumanadultheight AT loohuisloesmolde rareandlowfrequencycodingvariantsalterhumanadultheight AT ophoffroela rareandlowfrequencycodingvariantsalterhumanadultheight AT owenkathariner rareandlowfrequencycodingvariantsalterhumanadultheight AT packardchrisj rareandlowfrequencycodingvariantsalterhumanadultheight AT padmanabhansandosh rareandlowfrequencycodingvariantsalterhumanadultheight AT palmercolinna rareandlowfrequencycodingvariantsalterhumanadultheight AT pasterkampgerard rareandlowfrequencycodingvariantsalterhumanadultheight AT patelaniruddhp rareandlowfrequencycodingvariantsalterhumanadultheight AT pattiealison rareandlowfrequencycodingvariantsalterhumanadultheight AT pedersenoluf rareandlowfrequencycodingvariantsalterhumanadultheight AT peissigpeggyl rareandlowfrequencycodingvariantsalterhumanadultheight AT pelosoginam rareandlowfrequencycodingvariantsalterhumanadultheight AT pennellcraige rareandlowfrequencycodingvariantsalterhumanadultheight AT perolamarkus rareandlowfrequencycodingvariantsalterhumanadultheight AT perryjamesa rareandlowfrequencycodingvariantsalterhumanadultheight AT perryjohnrb rareandlowfrequencycodingvariantsalterhumanadultheight AT personthomasn rareandlowfrequencycodingvariantsalterhumanadultheight AT pirieailith rareandlowfrequencycodingvariantsalterhumanadultheight AT polasekozren rareandlowfrequencycodingvariantsalterhumanadultheight AT posthumadanielle rareandlowfrequencycodingvariantsalterhumanadultheight AT raitakariollit rareandlowfrequencycodingvariantsalterhumanadultheight AT rasheedasif rareandlowfrequencycodingvariantsalterhumanadultheight AT rauramaarainer rareandlowfrequencycodingvariantsalterhumanadultheight AT reillydermotf rareandlowfrequencycodingvariantsalterhumanadultheight AT reineralexp rareandlowfrequencycodingvariantsalterhumanadultheight AT renstromfrida rareandlowfrequencycodingvariantsalterhumanadultheight AT ridkerpaulm rareandlowfrequencycodingvariantsalterhumanadultheight AT riouxjohnd rareandlowfrequencycodingvariantsalterhumanadultheight AT robertsonneil rareandlowfrequencycodingvariantsalterhumanadultheight AT robinoantonietta rareandlowfrequencycodingvariantsalterhumanadultheight AT rolandssonolov rareandlowfrequencycodingvariantsalterhumanadultheight AT rudanigor rareandlowfrequencycodingvariantsalterhumanadultheight AT ruthkatherines rareandlowfrequencycodingvariantsalterhumanadultheight AT saleheendanish rareandlowfrequencycodingvariantsalterhumanadultheight AT salomaaveikko rareandlowfrequencycodingvariantsalterhumanadultheight AT samaninileshj rareandlowfrequencycodingvariantsalterhumanadultheight AT sandowkevin rareandlowfrequencycodingvariantsalterhumanadultheight AT sapkotayadav rareandlowfrequencycodingvariantsalterhumanadultheight AT sattarnaveed rareandlowfrequencycodingvariantsalterhumanadultheight AT schmidtmarjankak rareandlowfrequencycodingvariantsalterhumanadultheight AT schreinerpamelaj rareandlowfrequencycodingvariantsalterhumanadultheight AT schulzematthiasb rareandlowfrequencycodingvariantsalterhumanadultheight AT scottroberta rareandlowfrequencycodingvariantsalterhumanadultheight AT seguralepemarcelop rareandlowfrequencycodingvariantsalterhumanadultheight AT shahsvati rareandlowfrequencycodingvariantsalterhumanadultheight AT simxueling rareandlowfrequencycodingvariantsalterhumanadultheight AT sivapalaratnamsuthesh rareandlowfrequencycodingvariantsalterhumanadultheight AT smallkerrins rareandlowfrequencycodingvariantsalterhumanadultheight AT smithalbertvernon rareandlowfrequencycodingvariantsalterhumanadultheight AT smithjennifera rareandlowfrequencycodingvariantsalterhumanadultheight AT southamlorraine rareandlowfrequencycodingvariantsalterhumanadultheight AT spectortimothyd rareandlowfrequencycodingvariantsalterhumanadultheight AT spelioteselizabethk rareandlowfrequencycodingvariantsalterhumanadultheight AT starrjohnm rareandlowfrequencycodingvariantsalterhumanadultheight AT steinthorsdottirvalgerdur rareandlowfrequencycodingvariantsalterhumanadultheight AT stringhamheatherm rareandlowfrequencycodingvariantsalterhumanadultheight AT stumvollmichael rareandlowfrequencycodingvariantsalterhumanadultheight AT surendranpraveen rareandlowfrequencycodingvariantsalterhumanadultheight AT hartleenmt rareandlowfrequencycodingvariantsalterhumanadultheight AT tanseykatherinee rareandlowfrequencycodingvariantsalterhumanadultheight AT tardifjeanclaude rareandlowfrequencycodingvariantsalterhumanadultheight AT taylorkentd rareandlowfrequencycodingvariantsalterhumanadultheight AT teumeralexander rareandlowfrequencycodingvariantsalterhumanadultheight AT thompsondeborahj rareandlowfrequencycodingvariantsalterhumanadultheight AT thorsteinsdottirunnur rareandlowfrequencycodingvariantsalterhumanadultheight AT thuesenbetinah rareandlowfrequencycodingvariantsalterhumanadultheight AT tonjesanke rareandlowfrequencycodingvariantsalterhumanadultheight AT trompgerard rareandlowfrequencycodingvariantsalterhumanadultheight AT trompetstella rareandlowfrequencycodingvariantsalterhumanadultheight AT tsafantakisemmanouil rareandlowfrequencycodingvariantsalterhumanadultheight AT tuomilehtojaakko rareandlowfrequencycodingvariantsalterhumanadultheight AT tybjaerghansenanne rareandlowfrequencycodingvariantsalterhumanadultheight AT tyrerjonathanp rareandlowfrequencycodingvariantsalterhumanadultheight AT uherrudolf rareandlowfrequencycodingvariantsalterhumanadultheight AT uitterlindenandreg rareandlowfrequencycodingvariantsalterhumanadultheight AT ulivisheila rareandlowfrequencycodingvariantsalterhumanadultheight AT vanderlaansanderw rareandlowfrequencycodingvariantsalterhumanadultheight AT vanderleijandriesr rareandlowfrequencycodingvariantsalterhumanadultheight AT vanduijncorneliam rareandlowfrequencycodingvariantsalterhumanadultheight AT vanschoornatasjam rareandlowfrequencycodingvariantsalterhumanadultheight AT vansettenjessica rareandlowfrequencycodingvariantsalterhumanadultheight AT varboanette rareandlowfrequencycodingvariantsalterhumanadultheight AT vargatiborv rareandlowfrequencycodingvariantsalterhumanadultheight AT varmarohit rareandlowfrequencycodingvariantsalterhumanadultheight AT edwardsdignarvelez rareandlowfrequencycodingvariantsalterhumanadultheight AT vermeulensitah rareandlowfrequencycodingvariantsalterhumanadultheight AT vestergaardhenrik rareandlowfrequencycodingvariantsalterhumanadultheight AT vitartveronique rareandlowfrequencycodingvariantsalterhumanadultheight AT vogtthomasf rareandlowfrequencycodingvariantsalterhumanadultheight AT vozzidiego rareandlowfrequencycodingvariantsalterhumanadultheight AT walkermark rareandlowfrequencycodingvariantsalterhumanadultheight AT wangfeijie rareandlowfrequencycodingvariantsalterhumanadultheight AT wangcarola rareandlowfrequencycodingvariantsalterhumanadultheight AT wangshuai rareandlowfrequencycodingvariantsalterhumanadultheight AT wangyiqin rareandlowfrequencycodingvariantsalterhumanadultheight AT warehamnicholasj rareandlowfrequencycodingvariantsalterhumanadultheight AT warrenhelenr rareandlowfrequencycodingvariantsalterhumanadultheight AT wesseljennifer rareandlowfrequencycodingvariantsalterhumanadultheight AT willemssaram rareandlowfrequencycodingvariantsalterhumanadultheight AT wilsonjamesg rareandlowfrequencycodingvariantsalterhumanadultheight AT wittedanielr rareandlowfrequencycodingvariantsalterhumanadultheight AT woodsmichaelo rareandlowfrequencycodingvariantsalterhumanadultheight AT wuying rareandlowfrequencycodingvariantsalterhumanadultheight AT yaghootkarhanieh rareandlowfrequencycodingvariantsalterhumanadultheight AT yaojie rareandlowfrequencycodingvariantsalterhumanadultheight AT yaopang rareandlowfrequencycodingvariantsalterhumanadultheight AT yergesarmstronglauram rareandlowfrequencycodingvariantsalterhumanadultheight AT youngrobin rareandlowfrequencycodingvariantsalterhumanadultheight AT zegginieleftheria rareandlowfrequencycodingvariantsalterhumanadultheight AT zhanxiaowei rareandlowfrequencycodingvariantsalterhumanadultheight AT zhangweihua rareandlowfrequencycodingvariantsalterhumanadultheight AT zhaojinghua rareandlowfrequencycodingvariantsalterhumanadultheight AT zhaowei rareandlowfrequencycodingvariantsalterhumanadultheight AT zhaowei rareandlowfrequencycodingvariantsalterhumanadultheight AT zhenghe rareandlowfrequencycodingvariantsalterhumanadultheight AT zhouwei rareandlowfrequencycodingvariantsalterhumanadultheight AT rareandlowfrequencycodingvariantsalterhumanadultheight AT rareandlowfrequencycodingvariantsalterhumanadultheight AT rareandlowfrequencycodingvariantsalterhumanadultheight AT rareandlowfrequencycodingvariantsalterhumanadultheight AT rareandlowfrequencycodingvariantsalterhumanadultheight AT rareandlowfrequencycodingvariantsalterhumanadultheight AT rareandlowfrequencycodingvariantsalterhumanadultheight AT rareandlowfrequencycodingvariantsalterhumanadultheight AT rareandlowfrequencycodingvariantsalterhumanadultheight AT rotterjeromei rareandlowfrequencycodingvariantsalterhumanadultheight AT boehnkemichael rareandlowfrequencycodingvariantsalterhumanadultheight AT kathiresansekar rareandlowfrequencycodingvariantsalterhumanadultheight AT mccarthymarki rareandlowfrequencycodingvariantsalterhumanadultheight AT willercristenj rareandlowfrequencycodingvariantsalterhumanadultheight AT stefanssonkari rareandlowfrequencycodingvariantsalterhumanadultheight AT boreckiingridb rareandlowfrequencycodingvariantsalterhumanadultheight AT liudajiangj rareandlowfrequencycodingvariantsalterhumanadultheight AT northkarie rareandlowfrequencycodingvariantsalterhumanadultheight AT heardcostanancyl rareandlowfrequencycodingvariantsalterhumanadultheight AT perstuneh rareandlowfrequencycodingvariantsalterhumanadultheight AT lindgrenceciliam rareandlowfrequencycodingvariantsalterhumanadultheight AT oxvigclaus rareandlowfrequencycodingvariantsalterhumanadultheight AT kutalikzoltan rareandlowfrequencycodingvariantsalterhumanadultheight AT rivadeneirafernando rareandlowfrequencycodingvariantsalterhumanadultheight AT loosruthjf rareandlowfrequencycodingvariantsalterhumanadultheight AT fraylingtimothym rareandlowfrequencycodingvariantsalterhumanadultheight AT hirschhornjoeln rareandlowfrequencycodingvariantsalterhumanadultheight AT deloukaspanos rareandlowfrequencycodingvariantsalterhumanadultheight AT lettreguillaume rareandlowfrequencycodingvariantsalterhumanadultheight |