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

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

Abstract

Approaches exploiting trait distribution extremes may be used to identify loci associated with common traits, but it is unknown whether these loci are generalizable to the broader population. In a genome-wide search for loci associated with the upper versus the lower 5th percentiles of body mass index, height and waist-to-hip ratio, as well as clinical classes of obesity, including up to 263,407 individuals of European ancestry, we identified 4 new loci (IGFBP4, H6PD, RSRC1 and PPP2R2A) influencing height detected in the distribution tails and 7 new loci (HNF4G, RPTOR, GNAT2, MRPS33P4, ADCY9, HS6ST3 and ZZZ3) for clinical classes of obesity. Further, we find a large overlap in genetic structure and the distribution of variants between traits based on extremes and the general population and little etiological heterogeneity between obesity subgroups.

Details

Database :
OAIster
Notes :
application/pdf, English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1234206670
Document Type :
Electronic Resource
Full Text :
https://doi.org/10.1038.ng.2606