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Rare and low-frequency coding variants alter human adult height

Authors :
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
Rueger, Sina
Thorleifsson, Gudmar
Justice, Anne E
Lamparter, David
Stirrups, Kathleen E
Turcot, Valerie
Young, Kristin L
Winkler, Thomas W
Esko, Tonu
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
Blueher, Matthias
Boeing, Heiner
Boerwinkle, Eric
Boeger, 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, Renee
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
Heikkila, Kauko
Helgeland, Oyvind
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-Hakan
Jarvik, Gail P
Jensen, Gorm B
Jhun, Min A
Jia, Yucheng
Jiang, Xuejuan
Johansson, Stefan
Jorgensen, Marit E
Jorgensen, Torben
Jousilahti, Pekka
Jukema, J Wouter
Kahali, Bratati
Kahn, Rene S
Kahonen, 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
Kury, Sebastien
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
Lehtimaki, Terho
Lewis, Cora E
Li, Huaixing
Li, Jin
Li-Gao, Ruifang
Lin, Honghuang
Lin, Li-An
Lin, Xu
Lind, Lars
Lindstrom, Jaana
Linneberg, Allan
Liu, Yeheng
Liu, Yongmei
Lophatananon, Artitaya
Luan, Jian'an
Lubitz, Steven A
Lyytikainen, Leo-Pekka
Mackey, David A
Madden, Pamela AF
Manning, Alisa K
Mannisto, Satu
Marenne, Gaelle
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
Mueller-Nurasyid, Martina
Munroe, Patricia B
Nalls, Mike A
Nauck, Matthias
Nelson, Christopher P
Neville, Matt
Nielsen, Sune F
Nikus, Kjell
Njolstad, Pal R
Nordestgaard, Borge 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 RB
Person, Thomas N
Pirie, Ailith
Polasek, Ozren
Posthuma, Danielle
Raitakari, Olli T
Rasheed, Asif
Rauramaa, Rainer
Reilly, Dermot F
Reiner, Alex P
Renstrom, 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
't Hart, Leen M
Tansey, Katherine E
Tardif, Jean-Claude
Taylor, Kent D
Teumer, Alexander
Thompson, Deborah J
Thorsteinsdottir, Unnur
Thuesen, Betina H
Toenjes, Anke
Tromp, Gerard
Trompet, Stella
Tsafantakis, Emmanouil
Tuomilehto, Jaakko
Tybjaerg-Hansen, Anne
Tyrer, Jonathan P
Uher, Rudolf
Uitterlinden, Andre 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, Zoltan
Rivadeneira, Fernando
Loos, Ruth JF
Frayling, Timothy M
Hirschhorn, Joel N
Deloukas, Panos
Lettre, Guillaume
Consortium, EPIC-InterAct
Consortium, EPIC-CVD
Consortium, CHD Exome
Consortium, ExomeBP
Consortium, T2D-Genes
Consortium, GoT2D Genes
Consortium, Global Lipids Genetics
Consortium, ReproGen
Investigators, MAGIC
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 G. D.
Ng, Maggie C. Y.
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, Matthia
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 Coromina
Cox, Amanda J.
Cuellar Partida, Gabriel
Danesh, John
Davies, Gail
De Bakker, Paul I. W.
De Borst, Gert J.
De Denus, Simon
De Groot, Mark C. H.
De Mutsert, Renée
Deary, Ian J.
Dedoussis, George
Demerath, Ellen W.
Den Hollander, Anneke I.
Dennis, Joe G.
Di Angelantonio, Emanuele
Drenos, Fotio
Du, Mengmeng
Dunning, Alison M.
Easton, Douglas F.
Ebeling, Tapani
Edwards, Todd L.
Ellinor, Patrick T.
Elliott, Paul
Evangelou, Evangelo
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, Vilmanta
Giri, Ayush
Girotto, Giorgia
Gordon, Scott D.
Gordon Larsen, Penny
Gorski, Mathia
Grarup, Niel
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. Kee
Howson, Joanna M. M.
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 L. R.
Karpe, Fredrik
Kee, Frank
Keeman, Renske
Kiemeney, Lambertus A.
Kitajima, Hidetoshi
Kluivers, Kirsten B.
Kocher, Thoma
Komulainen, Pirjo
Kontto, Jukka
Kooner, Jaspal S.
Kooperberg, Charle
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, Lar
Lindström, Jaana
Linneberg, Allan
Liu, Yeheng
Liu, Yongmei
Lophatananon, Artitaya
Luan, Jian'An
Lubitz, Steven A.
Lyytikäinen, Leo Pekka
Mackey, David A.
Madden, Pamela A. F.
Manning, Alisa K.
Männistö, Satu
Marenne, Gaëlle
Marten, Jonathan
Martin, Nicholas G.
Mazul, Angela L.
Meidtner, Karina
Metspalu, Andre
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, Matthia
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 N. A.
Pasterkamp, Gerard
Patel, Aniruddh P.
Pattie, Alison
Pedersen, Oluf
Peissig, Peggy L.
Peloso, Gina M.
Pennell, Craig E.
Perola, Marku
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'T, Leen M.
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
Velez Edwards, Digna R.
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, Clau
Kutalik, Zoltán
Rivadeneira, Fernando
Loos, Ruth J. F.
Frayling, Timothy M.
Hirschhorn, Joel N.
Deloukas, Pano
Lettre, Guillaume
Pharmacoepidemiology and Clinical Pharmacology
ACS - Amsterdam Cardiovascular Sciences
Vascular Medicine
ACS - Atherosclerosis & ischemic syndromes
Internal Medicine
Epidemiology
Obstetrics & Gynecology
Radiology & Nuclear Medicine
Neurology
Complex Trait Genetics
Amsterdam Neuroscience - Complex Trait Genetics
British Heart Foundation
Medical Research Council (MRC)
Wellcome Trust
National Institute for Health Research
Imperial College Healthcare NHS Trust- BRC Funding
Action on Hearing Loss
Home Office
National Institutes of Health
Public Health England
EPIC-InterAct Consortium
CHD Exome+ Consortium
ExomeBP Consortium
T2D-Genes Consortium
GoT2D Genes Consortium
Global Lipids Genetics Consortium
ReproGen Consortium
MAGIC Investigators
Physiology
Human genetics
APH - Personalized Medicine
APH - Aging & Later Life
Epidemiology and Data Science
Amsterdam Reproduction & Development (AR&D)
Source :
Nature, 542, 186-190, Marouli, E, Graff, M, Medina-Gomez, C, Lo, K S, Wood, A R, Kjaer, T R, Fine, R S, Lu, Y, Schurmann, C, Highland, H M, Rüeger, S, Thorleifsson, G, Justice, A E, Lamparter, D, Stirrups, K E, Turcot, V, Young, K L, Winkler, T W, Esko, T, Karaderi, T, Locke, A E, Masca, N G D, Ng, M C Y, Mudgal, P, Rivas, M A, Vedantam, S, Mahajan, A, Guo, X, Abecasis, G, Aben, K K, Adair, L S, Alam, D S, Albrecht, E, Allin, K H, Allison, M, Amouyel, P, Appel, E V, Arveiler, D, Asselbergs, F W, Auer, P L, Balkau, B, Banas, B, Bang, L E, Benn, M, Bergmann, S, Bielak, L F, Blüher, M, Li, J, Posthuma, D, van Schoor, N M & EPIC-InterAct Consortium 2017, ' Rare and low-frequency coding variants alter human adult height ', Nature, vol. 542, no. 7640, pp. 186-190 . https://doi.org/10.1038/nature21039, Marouli, E, Graff, M, Medina-Gomez, C, Lo, K S, Wood, A R, Kjær, T R, Fine, R S, Lu, Y, Schurmann, C, Highland, H M, Rüeger, S, Thorleifsson, G, Justice, A E, Lamparter, D, Stirrups, K E, Turcot, V, Young, K L, Winkler, T W, Esko, T, Karaderi, T, Locke, A E, Masca, N G D, Ng, M C Y, Mudgal, P, Rivas, M A, Vedantam, S, Mahajan, A, Guo, X, Abecasis, G R, Aben, K K, Adair, L S, Alam, D S, Albrecht, E, Allin, K H, Allison, M A, Amouyel, P, Appel, E V, Arveiler, D, Asselbergs, F W, Auer, P L, Balkau, B, Banas, B, Bang, L E, Benn, M, Bergmann, S, Bielak, L F, Blüher, M, Boeing, H, Boerwinkle, E, Jørgensen, T & EPIC-InterAct Consortium 2017, ' Rare and low-frequency coding variants alter human adult height ', Nature, vol. 542, no. 7640, pp. 186-190 . https://doi.org/10.1038/nature21039, Marouli, E, Graff, M, Medina-Gomez, C, Lo, K S, Wood, A R, Kjaer, T R, Fine, R S, Lu, Y, Schurmann, C, Highland, H M, Rüeger, S, Thorleifsson, G, Justice, A E, Lamparter, D, Stirrups, K E, Turcot, V, Young, K L, Winkler, T W, Esko, T, Karaderi, T, Locke, A E, Masca, N G D, Ng, M C Y, Mudgal, P, Rivas, M A, Vedantam, S, Mahajan, A, Guo, X, Abecasis, G, Aben, K K, Adair, L S, Alam, D S, Albrecht, E, Allin, K H, Allison, M, Amouyel, P, Appel, E V, Arveiler, D, Asselbergs, F W, Auer, P L, Balkau, B, Banas, B, Bang, L E, Benn, M, Bergmann, S, Bielak, L F, Blüher, M, Boeing, H, Boerwinkle, E, Posthuma, D & EPIC-InterAct Consortium 2017, ' Rare and low-frequency coding variants alter human adult height ', Nature, vol. 542, no. 7640, pp. 186-190 . https://doi.org/10.1038/nature21039, NATURE, Nature, 542(7640), 186-190. Nature Publishing Group, Nature 542, 186-190 (2017), Nature, Nature, vol 542, iss 7640, Marouli, E, Graff, M, Medina-Gómez, C, Lo, K S, Wood, A R, Kjaer, T R, Fine, R S, Lu, Y, Schurmann, C, Highland, H M, Rüeger, S, Thorleifsson, G, Justice, A E, Lamparter, D, Stirrups, K E, Turcot, V, Young, K L, Winkler, T W, Esko, T, Karaderi, T, Locke, A E, Masca, N G D, Ng, M C Y, Mudgal, P, Rivas, M A, Vedantam, S, Mahajan, A, Guo, X, Abecasis, G R, Aben, K K, Adair, L S, Alam, D S, Albrecht, E, Allin, K H, Allison, M A, Amouyel, P, Appel, E V R, Arveiler, D, Asselbergs, F W, Auer, P L, Balkau, B, Banas, B, Bang, L E, Benn, M, Bergmann, S, Brandslund, I, Christensen, C, Hansen, T, Jensen, G B, Jørgensen, M E & EPIC-InterAct Consortium 2017, ' Rare and low-frequency coding variants alter human adult height ', Nature, vol. 542, no. 7640, pp. 186-190 . https://doi.org/10.1038/nature21039, Marouli, E, Graff, M, Medina-Gómez, C, Lo, K S, Wood, A R, Kjaer, T R, Fine, R S, Lu, Y, Schurmann, C, Highland, H M, Rüeger, S, Thorleifsson, G, Justice, A E, Lamparter, D, Stirrups, K E, Turcot, V, Young, K L, Winkler, T W, Esko, T, Karaderi, T, Locke, A E, Masca, N G D, Ng, M C Y, Mudgal, P, Rivas, M A, Vedantam, S, Mahajan, A, Guo, X, Abecasis, G R, Aben, K K, Adair, L S, Alam, D S, Albrecht, E, Allin, K H, Allison, M A, Amouyel, P, Appel, E V, Arveiler, D, Asselbergs, F W, Auer, P L, Balkau, B, Banas, B, Bang, L E, Benn, M, Bergmann, S M, Bielak, L F, Blüher, M, Boeing, H, Boerwinkle, E, Oxvig, C & EPIC InterAct Consortium 2017, ' Rare and low-frequency coding variants alter human adult height ', Nature, vol. 542, no. 7640, pp. 186-190 . https://doi.org/10.1038/nature21039, Marouli, E, Graff, M, Medina-gomez, C, Lo, K S, Wood, A R, Kjaer, T R, Fine, R S, Lu, Y, Schurmann, C, Highland, H M, Rüeger, S, Thorleifsson, G, Justice, A E, Lamparter, D, Stirrups, K E, Turcot, V, Young, K L, Winkler, T W, Esko, T, Karaderi, T, Locke, A E, Masca, N G D, Ng, M C Y, Mudgal, P, Rivas, M A, Vedantam, S, Mahajan, A, Guo, X, Abecasis, G, Aben, K K, Adair, L S, Alam, D S, Albrecht, E, Allin, K H, Allison, M, Amouyel, P, Appel, E V, Arveiler, D, Asselbergs, F W, Auer, P L, Balkau, B, Banas, B, Bang, L E, Benn, M, Bergmann, S, Bielak, L F, Blüher, M, Boeing, H, Boerwinkle, E, Böger, C A, Bonnycastle, L L, Bork-jensen, J, Bots, M L, Bottinger, E P, Bowden, D W, Brandslund, I, Breen, G, Brilliant, M H, Broer, L, Burt, A A, Butterworth, A S, Carey, D J, Caulfield, M J, Chambers, J C, Chasman, D I, Chen, Y I, Chowdhury, R, Christensen, C, Chu, A Y, Cocca, M, Collins, F S, Cook, J P, Corley, J, Galbany, J C, Cox, A J, Cuellar-partida, G, Danesh, J, Davies, G, De Bakker, P I W, De Borst, G J, De Denus, S, De Groot, M C H, De Mutsert, R, Deary, I J, Dedoussis, G, Demerath, E W, Den Hollander, A I, Dennis, J G, Di Angelantonio, E, Drenos, F, Du, M, Dunning, A M, Easton, D F, Ebeling, T, Edwards, T L, Ellinor, P T, Elliott, P, Evangelou, E, Farmaki, A, Faul, J D, Feitosa, M F, Feng, S, Ferrannini, E, Ferrario, M M, Ferrieres, J, Florez, J C, Ford, I, Fornage, M, Franks, P W, Frikke-schmidt, R, Galesloot, T E, Gan, W, Gandin, I, Gasparini, P, Giedraitis, V, Giri, A, Girotto, G, Gordon, S D, Gordon-larsen, P, Gorski, M, Grarup, N, Grove, M L, Gudnason, V, Gustafsson, S, Hansen, T, Harris, K M, Harris, T B, Hattersley, A T, Hayward, C, He, L, Heid, I M, Heikkilä, K, Helgeland, Ø, Hernesniemi, J, Hewitt, A W, Hocking, L J, Hollensted, M, Holmen, O L, Hovingh, G K, Howson, J M M, Hoyng, C B, Huang, P L, Hveem, K, Ikram, M A, Ingelsson, E, Jackson, A U, Jansson, J, Jarvik, G P, Jensen, G B, Jhun, M A, Jia, Y, Jiang, X, Johansson, S, Jørgensen, M E, Jørgensen, T, Jousilahti, P, Jukema, J W, Kahali, B, Kahn, R S, Kähönen, M, Kamstrup, P R, Kanoni, S, Kaprio, J, Karaleftheri, M, Kardia, S L R, Karpe, F, Kee, F, Keeman, R, Kiemeney, L A, Kitajima, H, Kluivers, K B, Kocher, T, Komulainen, P, Kontto, J, Kooner, J S, Kooperberg, C, Kovacs, P, Kriebel, J, Kuivaniemi, H, Küry, S, Kuusisto, J, La Bianca, M, Laakso, M, Lakka, T A, Lange, E M, Lange, L A, Langefeld, C D, Langenberg, C, Larson, E B, Lee, I, Lehtimäki, T, Lewis, C E, Li, H, Li, J, Li-gao, R, Lin, H, Lin, L, Lin, X, Lind, L, Lindström, J, Linneberg, A, Liu, Y, Liu, Y, Lophatananon, A, Luan, J, Lubitz, S A, Lyytikäinen, L, Mackey, D A, Madden, P A F, Manning, A K, Männistö, S, Marenne, G, Marten, J, Martin, N G, Mazul, A L, Meidtner, K, Metspalu, A, Mitchell, P, Mohlke, K L, Mook-kanamori, D O, Morgan, A, Morris, A D, Morris, A P, Müller-nurasyid, M, Munroe, P B, Nalls, M A, Nauck, M, Nelson, C P, Neville, M, Nielsen, S F, Nikus, K, Njølstad, P R, Nordestgaard, B G, Ntalla, I, O'connel, J R, Oksa, H, Loohuis, L M O, Ophoff, R A, Owen, K R, Packard, C J, Padmanabhan, S, Palmer, C N A, Pasterkamp, G, Patel, A P, Pattie, A, Pedersen, O, Peissig, P L, Peloso, G M, Pennell, C E, Perola, M, Perry, J A, Perry, J R B, Person, T N, Pirie, A, Polasek, O, Posthuma, D, Raitakari, O T, Rasheed, A, Rauramaa, R, Reilly, D F, Reiner, A P, Renström, F, Ridker, P M, Rioux, J D, Robertson, N, Robino, A, Rolandsson, O, Rudan, I, Ruth, K S, Saleheen, D, Salomaa, V, Samani, N J, Sandow, K, Sapkota, Y, Sattar, N, Schmidt, M K, Schreiner, P J, Schulze, M B, Scott, R A, Segura-lepe, M P, Shah, S, Sim, X, Sivapalaratnam, S, Small, K S, Smith, A V, Smith, J A, Southam, L, Spector, T D, Speliotes, E K, Starr, J M, Steinthorsdottir, V, Stringham, H M, Stumvoll, M, Surendran, P, ‘t Hart, L M, Tansey, K E, Tardif, J, Taylor, K D, Teumer, A, Thompson, D J, Thorsteinsdottir, U, Thuesen, B H, Tönjes, A, Tromp, G, Trompet, S, Tsafantakis, E, Tuomilehto, J, Tybjaerg-hansen, A, Tyrer, J P, Uher, R, Uitterlinden, A G, Ulivi, S, Van Der Laan, S W, Van Der Leij, A R, Van Duijn, C M, Van Schoor, N M, Van Setten, J, Varbo, A, Varga, T V, Varma, R, Edwards, D R V, Vermeulen, S H, Vestergaard, H, Vitart, V, Vogt, T F, Vozzi, D, Walker, M, Wang, F, Wang, C A, Wang, S, Wang, Y, Wareham, N J, Warren, H R, Wessel, J, Willems, S M, Wilson, J G, Witte, D R, Woods, M O, Wu, Y, Yaghootkar, H, Yao, J, Yao, P, Yerges-armstrong, L M, Young, R, Zeggini, E, Zhan, X, Zhang, W, Zhao, J H, Zhao, W, Zhao, W, Zheng, H, Zhou, W, Rotter, J I, Boehnke, M, Kathiresan, S, Mccarthy, M I, Willer, C J, Stefansson, K, Borecki, I B, Liu, D J, North, K E, Heard-costa, N L, Pers, T H, Lindgren, C M, Oxvig, C, Kutalik, Z, Rivadeneira, F, Loos, R J F, Frayling, T M, Hirschhorn, J N, Deloukas, P & Lettre, G 2017, ' Rare and low-frequency coding variants alter human adult height ', Nature, vol. 542, no. 7640, pp. 186-190 . https://doi.org/10.1038/nature21039, Nature, 542(7640), 186-190, Marouli, E, Graff, M, Medina-Gomez, C, Lo, K S, Wood, A R, Kjaer, T R, Fine, R S, Lu, Y, Schurmann, C, Highland, H M, Rüeger, S, Thorleifsson, G, Justice, A E, Lamparter, D, Stirrups, K E, Turcot, V, Young, K L, Winkler, T W, Esko, T, Karaderi, T, Locke, A E, Masca, N G D, Ng, M C Y, Mudgal, P, Rivas, M A, Vedantam, S, Mahajan, A, Guo, X, Abecasis, G, Aben, K K, Adair, L S, Alam, D S, Albrecht, E, Allin, K H, Allison, M, Amouyel, P, Appel, E V, Arveiler, D, Asselbergs, F W, Auer, P L, Balkau, B, Banas, B, Bang, L E, Benn, M, Bergmann, S, Bielak, L F, Blüher, M, Boeing, H, Boerwinkle, E, Lophatananon, A & EPIC-InterAct Consortium 2017, ' Rare and low-frequency coding variants alter human adult height ', Nature, vol. 542, no. 7640, pp. 186-190 . https://doi.org/10.1038/nature21039, Nature, 542, 7640, pp. 186-190, Nature, 542(7640), 186. Nature Research, Nature, vol. 542, no. 7640, pp. 186-190, Marouli, E; Graff, M; Medina-Gomez, C; Lo, KS; Wood, AR; Kjaer, TR; et al.(2017). Rare and low-frequency coding variants alter human adult height. Nature, 542(7640), 186-190. doi: 10.1038/nature21039. UCLA: Retrieved from: http://www.escholarship.org/uc/item/1sq5r8fb, Nature, 542, 186. Nature Publishing Group
Publication Year :
2017

Abstract

Contains fulltext : 169801.pdf (Publisher’s version ) (Closed access) Height is a highly heritable, classic polygenic trait with approximately 700 common associated variants identified through genome-wide association studies so far. Here, we report 83 height-associated coding variants with lower minor-allele frequencies (in the range of 0.1-4.8%) and effects of up to 2 centimetres per allele (such as those in IHH, STC2, AR and CRISPLD2), greater than ten times the average effect of common variants. In functional follow-up studies, rare height-increasing alleles of STC2 (giving an increase of 1-2 centimetres per 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 that are mutated in monogenic growth disorders and highlight new biological candidates (such as ADAMTS3, IL11RA and NOX4) and pathways (such as proteoglycan and 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.

Subjects

Subjects :
0301 basic medicine
Male
ReproGen Consortium
Multifactorial Inheritance
Genome-wide association study
Sensory disorders Donders Center for Medical Neuroscience [Radboudumc 12]
Androgen
ADAMTS Proteins
Gene Frequency
Missing heritability problem
MISSING HERITABILITY
Receptors
2.1 Biological and endogenous factors
Pregnancy-Associated Plasma Protein-A
Aetiology
Non-U.S. Gov't
Glycosaminoglycans
Genetics
Multidisciplinary
Genome
CHD Exome+ Consortium
Medicine (all)
Research Support, Non-U.S. Gov't
T2D-Genes Consortium
Global Lipids Genetics Consortium
Multidisciplinary Sciences
Phenotype
NADPH Oxidase 4
Receptors, Androgen
Urological cancers Radboud Institute for Health Sciences [Radboudumc 15]
Interferon Regulatory Factors
Science & Technology - Other Topics
Intercellular Signaling Peptides and Proteins
Female
Proteoglycans
EPIC-InterAct Consortium
ExomeBP Consortium
Common disease-common variant
Human
Adult
General Science & Technology
Biology
Development
Research Support
Article
GENETIC ARCHITECTURE
N.I.H
03 medical and health sciences
MAGIC Investigators
Research Support, N.I.H., Extramural
Somatomedins
Genetic variation
MD Multidisciplinary
Journal Article
gene, height, rare
Humans
Hedgehog Proteins
Interleukin-11 Receptor alpha Subunit
Allele
GENOME-WIDE ASSOCIATION
Gene
Allele frequency
Alleles
Genetic association
Genetic association study
Glycoproteins
Science & Technology
MUTATIONS
Genome, Human
ta1184
Human Genome
Extramural
Genetic Variation
NADPH Oxidases
ta3121
Body Height
INTERLEUKIN-11
Reconstructive and regenerative medicine Radboud Institute for Health Sciences [Radboudumc 10]
MICE
030104 developmental biology
GoT2D Genes Consortium
Proteolysis
Procollagen N-Endopeptidase
Cell Adhesion Molecules

Details

ISSN :
00280836
Database :
OpenAIRE
Journal :
Nature, 542, 186-190, Marouli, E, Graff, M, Medina-Gomez, C, Lo, K S, Wood, A R, Kjaer, T R, Fine, R S, Lu, Y, Schurmann, C, Highland, H M, Rüeger, S, Thorleifsson, G, Justice, A E, Lamparter, D, Stirrups, K E, Turcot, V, Young, K L, Winkler, T W, Esko, T, Karaderi, T, Locke, A E, Masca, N G D, Ng, M C Y, Mudgal, P, Rivas, M A, Vedantam, S, Mahajan, A, Guo, X, Abecasis, G, Aben, K K, Adair, L S, Alam, D S, Albrecht, E, Allin, K H, Allison, M, Amouyel, P, Appel, E V, Arveiler, D, Asselbergs, F W, Auer, P L, Balkau, B, Banas, B, Bang, L E, Benn, M, Bergmann, S, Bielak, L F, Blüher, M, Li, J, Posthuma, D, van Schoor, N M & EPIC-InterAct Consortium 2017, ' Rare and low-frequency coding variants alter human adult height ', Nature, vol. 542, no. 7640, pp. 186-190 . https://doi.org/10.1038/nature21039, Marouli, E, Graff, M, Medina-Gomez, C, Lo, K S, Wood, A R, Kjær, T R, Fine, R S, Lu, Y, Schurmann, C, Highland, H M, Rüeger, S, Thorleifsson, G, Justice, A E, Lamparter, D, Stirrups, K E, Turcot, V, Young, K L, Winkler, T W, Esko, T, Karaderi, T, Locke, A E, Masca, N G D, Ng, M C Y, Mudgal, P, Rivas, M A, Vedantam, S, Mahajan, A, Guo, X, Abecasis, G R, Aben, K K, Adair, L S, Alam, D S, Albrecht, E, Allin, K H, Allison, M A, Amouyel, P, Appel, E V, Arveiler, D, Asselbergs, F W, Auer, P L, Balkau, B, Banas, B, Bang, L E, Benn, M, Bergmann, S, Bielak, L F, Blüher, M, Boeing, H, Boerwinkle, E, Jørgensen, T & EPIC-InterAct Consortium 2017, ' Rare and low-frequency coding variants alter human adult height ', Nature, vol. 542, no. 7640, pp. 186-190 . https://doi.org/10.1038/nature21039, Marouli, E, Graff, M, Medina-Gomez, C, Lo, K S, Wood, A R, Kjaer, T R, Fine, R S, Lu, Y, Schurmann, C, Highland, H M, Rüeger, S, Thorleifsson, G, Justice, A E, Lamparter, D, Stirrups, K E, Turcot, V, Young, K L, Winkler, T W, Esko, T, Karaderi, T, Locke, A E, Masca, N G D, Ng, M C Y, Mudgal, P, Rivas, M A, Vedantam, S, Mahajan, A, Guo, X, Abecasis, G, Aben, K K, Adair, L S, Alam, D S, Albrecht, E, Allin, K H, Allison, M, Amouyel, P, Appel, E V, Arveiler, D, Asselbergs, F W, Auer, P L, Balkau, B, Banas, B, Bang, L E, Benn, M, Bergmann, S, Bielak, L F, Blüher, M, Boeing, H, Boerwinkle, E, Posthuma, D & EPIC-InterAct Consortium 2017, ' Rare and low-frequency coding variants alter human adult height ', Nature, vol. 542, no. 7640, pp. 186-190 . https://doi.org/10.1038/nature21039, NATURE, Nature, 542(7640), 186-190. Nature Publishing Group, Nature 542, 186-190 (2017), Nature, Nature, vol 542, iss 7640, Marouli, E, Graff, M, Medina-Gómez, C, Lo, K S, Wood, A R, Kjaer, T R, Fine, R S, Lu, Y, Schurmann, C, Highland, H M, Rüeger, S, Thorleifsson, G, Justice, A E, Lamparter, D, Stirrups, K E, Turcot, V, Young, K L, Winkler, T W, Esko, T, Karaderi, T, Locke, A E, Masca, N G D, Ng, M C Y, Mudgal, P, Rivas, M A, Vedantam, S, Mahajan, A, Guo, X, Abecasis, G R, Aben, K K, Adair, L S, Alam, D S, Albrecht, E, Allin, K H, Allison, M A, Amouyel, P, Appel, E V R, Arveiler, D, Asselbergs, F W, Auer, P L, Balkau, B, Banas, B, Bang, L E, Benn, M, Bergmann, S, Brandslund, I, Christensen, C, Hansen, T, Jensen, G B, Jørgensen, M E & EPIC-InterAct Consortium 2017, ' Rare and low-frequency coding variants alter human adult height ', Nature, vol. 542, no. 7640, pp. 186-190 . https://doi.org/10.1038/nature21039, Marouli, E, Graff, M, Medina-Gómez, C, Lo, K S, Wood, A R, Kjaer, T R, Fine, R S, Lu, Y, Schurmann, C, 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