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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...

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Detalles Bibliográficos
Autores principales: 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, 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
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
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Tansey, Katherine E
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Thompson, Deborah J
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Thuesen, Betina H
Tönjes, Anke
Tromp, Gerard
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Zheng, He
Zhou, Wei
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Boehnke, Michael
Kathiresan, Sekar
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Willer, Cristen J
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Rivadeneira, Fernando
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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.
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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
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