Large-scale association analyses identify new loci influencing glycemic traits and provide insight into the underlying biological pathways. / Scott, Robert A.; Lagou, Vasiliki; Welch, Ryan P.; Wheeler, Eleanor; Montasser, May E.; Luan, Jian'an; MäGi, Reedik; Strawbridge, Rona J.; Rehnberg, Emil; Gustafsson, Sefan; Kanoni, Stavroula; Rasmussen-Torvik, Laura J.; Yengo, Loic; Lecoeur, Cecile; Shungin, Dmitry; Sanna, Serena; Sidore, Carlo; Johnson, Paul C.D.; Jukema, J.Wouter; Johnson, Toby; Mahajan, Anubha; Verweij, Niek; Thorleifsson, Gudmar; Hottenga, Jouke Jan; Shah, Sonia; Smith, Albert V.; Sennblad, Bengt; Gieger, Christian; Salo, Perttu; Perola, Markus; Timpson, Nicholas J.; Evans, David M.; St Pourcain, Beate; Wu, Ying; Andrews, Jeanette S.; Hui, Jennie; Bielak, Lawrence F.; Zhao, Wei; Horikoshi, Momoko; Navarro, Pau; Isaacs, Aaron; O'Connell, Jeffrey R.; Stirrups, Kathleen; Vitart, Veronique; Hayward, Caroline; Esko, Tonu; Mihailov, Evelin; Fraser, Ross M.; Fall, Tove; Voight, Benjamin F.; Raychaudhuri, Soumya; Chen, Han; Lindgren, Cecilia M.; Morris, Andrew P.; Rayner, Nigel W.; Robertson, Neil; Rybin, Denis; Liu, Ching-Ti; Beckmann, Jacques S.; Willems, Sara M.; Chines, Peter S.; Jackson, Anne U.; Kang, Hyun Min; Stringham, Heather M.; Song, Kijoung; Tanaka, Toshiko; Peden, John F.; Goel, Anuj; Hicks, Andrew A.; An, Ping; Muller-Nurasyid, Martina; Franco-Cereceda, Anders; Folkersen, Lasse; Marullo, Letizia; Jansen, Hanneke; Oldehinkel, Albertine J.; Bruinenberg, Marcel; Pankow, James S.; North, Kari E.; Forouhi, Nita G.; Loos, Ruth J. F.; Edkins, Sarah; Varga, Tibor V.; Hallmans, Goran; Oksa, Heikki; Mulas, Antonella; Nagaraja, Ramaiah; Trompet, Stella; Ford, Ian; Small, Kerrin; Miljkovic, Iva; Liu, Yongmei; Atalay, Mustafa; Kiess, Wieland; James, Alan L. ; Rivadeneira, Fernando; Uitterlinden, Andre G.; Palmer, Colin N A; Doney, Alex S. F.; Willemsen, Gonneke; Smit, Johannes H.; Campbell, Susan; Polasek, Ozren; Bonnycastle, Lori L.; Hercberg, Serge; Dimitriou, Maria; Bolton, Jennifer L. ; Fowkes, Gerard R. ; Kovacs, Peter; Lindström, Jaana; Zemunik, Tatijana; Bandinelli, Stefania; Wild, Sarah H.; Basart, Hanneke V.; Rathmann, Wolfgang; Grallert, Harald; Maerz, Winfried; Kleber, Marcus E.; Boehm, Bernhard O.; Peters, Annette; Pramstaller, Peter P; Province, Michael A.; Borecki, Ingrid B.; Hastie, Nicholas D.; Rudan, Igor; Campbell, Harry; Watkins, Hugh; Farrall, Martin; Stumvoll, Michael; Ferrucci, Luigi; Waterworth, Dawn M.; Bergman, Richard N.; Collins, Francis S.; Watanabe, Richard M; Pedersen, Nancy L.; Sattar, Naveed; Harris, Tamara B.; Cucca, Francesco; Ripatti, Samuli; Salomaa, Veikko; Mohlke, Karen L.; Balkau, Beverley; Froguel, Philippe; Pouta, Anneli; Jarvelin, Marjo-Riitta; Wareham, Nicholas J.; Bouatia-Naji, Nabila; McCarthy, Mark I.; Franks, Paul W.; Meigs, James B.; Teslovich, Tanya M.; Florez, Jose C.; Tuomilehto, Jaakko; de Geus, Eco J C ; Penninx, Brenda W ; Hofman, Albert; Oostra, Ben A ; Psaty, Bruce M; Vollenweider, Peter; Wilson, James F ; Hovingh, G Kees; Wright, Alan F ; Metspalu, Andres; Uusitupa, Matti; Magnusson, Patrik K E ; Kyvik, Kirsten O ; Kaprio, Jaakko; Price, Jackie F ; Dedoussis, George V; Deloukas, Panos; Meneton, Pierre; Lind, Lars; Boehnke, Michael; Shuldiner, Alan R; van Duijn, Cornelia M ; Morris, Andrew D.; Toenjes, Anke; Peyser, Patricia A.; Beilby, John P.; Korner, Antje; Kuusisto, Johanna; Langenberg, Claudia; Ingelsson, Erik; Laakso, Markku; Bornstein, Stefan R.; Schwarz, Peter E. H.; Lakka, Timo A.; Rauramaa, Rainer; Adair, Linda S.; Smith, George Davey; Spector, Tim D.; Illig, Thomas; de Faire, Ulf; Hamsten, Anders; Gudnason, Vilmundur; Kivimaki, Mika; Hingorani, Aroon; Keinanen-Kiukaanniemi, Sirkka M.; Saaristo, Timo E.; Boomsma, Dorret I.; van der Harst, Pim; Dupuis, Josee; Bakker, Stephan J. L.; Kong, Augustine; Gigante, Bruna; Kumari, Meena; Herder, Christian; Munroe, Patricia B.; Caulfield, Mark; Jula, Antti; Mangino, Massimo; Prokopenko, Inga; Barroso, Ines.
In: Nature Genetics, Vol. 44, No. 9, 2012, p. 991-1005.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Large-scale association analyses identify new loci influencing glycemic traits and provide insight into the underlying biological pathways
A1 - Scott,Robert A.
A1 - Lagou,Vasiliki
A1 - Welch,Ryan P.
A1 - Wheeler,Eleanor
A1 - Montasser,May E.
A1 - Luan,Jian'an
A1 - MäGi,Reedik
A1 - Strawbridge,Rona J.
A1 - Rehnberg,Emil
A1 - Gustafsson,Sefan
A1 - Kanoni,Stavroula
A1 - Rasmussen-Torvik,Laura J.
A1 - Yengo,Loic
A1 - Lecoeur,Cecile
A1 - Shungin,Dmitry
A1 - Sanna,Serena
A1 - Sidore,Carlo
A1 - Johnson,Paul C.D.
A1 - Jukema,J.Wouter
A1 - Johnson,Toby
A1 - Mahajan,Anubha
A1 - Verweij,Niek
A1 - Thorleifsson,Gudmar
A1 - Hottenga,Jouke Jan
A1 - Shah,Sonia
A1 - Smith,Albert V.
A1 - Sennblad,Bengt
A1 - Gieger,Christian
A1 - Salo,Perttu
A1 - Perola,Markus
A1 - Timpson,Nicholas J.
A1 - Evans,David M.
A1 - St Pourcain,Beate
A1 - Wu,Ying
A1 - Andrews,Jeanette S.
A1 - Hui,Jennie
A1 - Bielak,Lawrence F.
A1 - Zhao,Wei
A1 - Horikoshi,Momoko
A1 - Navarro,Pau
A1 - Isaacs,Aaron
A1 - O'Connell,Jeffrey R.
A1 - Stirrups,Kathleen
A1 - Vitart,Veronique
A1 - Hayward,Caroline
A1 - Esko,Tonu
A1 - Mihailov,Evelin
A1 - Fraser,Ross M.
A1 - Fall,Tove
A1 - Voight,Benjamin F.
A1 - Raychaudhuri,Soumya
A1 - Chen,Han
A1 - Lindgren,Cecilia M.
A1 - Morris,Andrew P.
A1 - Rayner,Nigel W.
A1 - Robertson,Neil
A1 - Rybin,Denis
A1 - Liu,Ching-Ti
A1 - Beckmann,Jacques S.
A1 - Willems,Sara M.
A1 - Chines,Peter S.
A1 - Jackson,Anne U.
A1 - Kang,Hyun Min
A1 - Stringham,Heather M.
A1 - Song,Kijoung
A1 - Tanaka,Toshiko
A1 - Peden,John F.
A1 - Goel,Anuj
A1 - Hicks,Andrew A.
A1 - An,Ping
A1 - Muller-Nurasyid,Martina
A1 - Franco-Cereceda,Anders
A1 - Folkersen,Lasse
A1 - Marullo,Letizia
A1 - Jansen,Hanneke
A1 - Oldehinkel,Albertine J.
A1 - Bruinenberg,Marcel
A1 - Pankow,James S.
A1 - North,Kari E.
A1 - Forouhi,Nita G.
A1 - Loos,Ruth J. F.
A1 - Edkins,Sarah
A1 - Varga,Tibor V.
A1 - Hallmans,Goran
A1 - Oksa,Heikki
A1 - Mulas,Antonella
A1 - Nagaraja,Ramaiah
A1 - Trompet,Stella
A1 - Ford,Ian
A1 - Small,Kerrin
A1 - Miljkovic,Iva
A1 - Liu,Yongmei
A1 - Atalay,Mustafa
A1 - Kiess,Wieland
A1 - James,Alan L.
A1 - Rivadeneira,Fernando
A1 - Uitterlinden,Andre G.
A1 - Palmer,Colin N A
A1 - Doney,Alex S. F.
A1 - Willemsen,Gonneke
A1 - Smit,Johannes H.
A1 - Campbell,Susan
A1 - Polasek,Ozren
A1 - Bonnycastle,Lori L.
A1 - Hercberg,Serge
A1 - Dimitriou,Maria
A1 - Bolton,Jennifer L.
A1 - Fowkes,Gerard R.
A1 - Kovacs,Peter
A1 - Lindström,Jaana
A1 - Zemunik,Tatijana
A1 - Bandinelli,Stefania
A1 - Wild,Sarah H.
A1 - Basart,Hanneke V.
A1 - Rathmann,Wolfgang
A1 - Grallert,Harald
A1 - Maerz,Winfried
A1 - Kleber,Marcus E.
A1 - Boehm,Bernhard O.
A1 - Peters,Annette
A1 - Pramstaller,Peter P
A1 - Province,Michael A.
A1 - Borecki,Ingrid B.
A1 - Hastie,Nicholas D.
A1 - Rudan,Igor
A1 - Campbell,Harry
A1 - Watkins,Hugh
A1 - Farrall,Martin
A1 - Stumvoll,Michael
A1 - Ferrucci,Luigi
A1 - Waterworth,Dawn M.
A1 - Bergman,Richard N.
A1 - Collins,Francis S.
A1 - Watanabe,Richard M
A1 - Pedersen,Nancy L.
A1 - Sattar,Naveed
A1 - Harris,Tamara B.
A1 - Cucca,Francesco
A1 - Ripatti,Samuli
A1 - Salomaa,Veikko
A1 - Mohlke,Karen L.
A1 - Balkau,Beverley
A1 - Froguel,Philippe
A1 - Pouta,Anneli
A1 - Jarvelin,Marjo-Riitta
A1 - Wareham,Nicholas J.
A1 - Bouatia-Naji,Nabila
A1 - McCarthy,Mark I.
A1 - Franks,Paul W.
A1 - Meigs,James B.
A1 - Teslovich,Tanya M.
A1 - Florez,Jose C.
A1 - Tuomilehto,Jaakko
A1 - de Geus,Eco J C
A1 - Penninx,Brenda W
A1 - Hofman,Albert
A1 - Oostra,Ben A
A1 - Psaty,Bruce M
A1 - Vollenweider,Peter
A1 - Wilson,James F
A1 - Hovingh,G Kees
A1 - Wright,Alan F
A1 - Metspalu,Andres
A1 - Uusitupa,Matti
A1 - Magnusson,Patrik K E
A1 - Kyvik,Kirsten O
A1 - Kaprio,Jaakko
A1 - Price,Jackie F
A1 - Dedoussis,George V
A1 - Deloukas,Panos
A1 - Meneton,Pierre
A1 - Lind,Lars
A1 - Boehnke,Michael
A1 - Shuldiner,Alan R
A1 - van Duijn,Cornelia M
A1 - Morris,Andrew D.
A1 - Toenjes,Anke
A1 - Peyser,Patricia A.
A1 - Beilby,John P.
A1 - Korner,Antje
A1 - Kuusisto,Johanna
A1 - Langenberg,Claudia
A1 - Ingelsson,Erik
A1 - Laakso,Markku
A1 - Bornstein,Stefan R.
A1 - Schwarz,Peter E. H.
A1 - Lakka,Timo A.
A1 - Rauramaa,Rainer
A1 - Adair,Linda S.
A1 - Smith,George Davey
A1 - Spector,Tim D.
A1 - Illig,Thomas
A1 - de Faire,Ulf
A1 - Hamsten,Anders
A1 - Gudnason,Vilmundur
A1 - Kivimaki,Mika
A1 - Hingorani,Aroon
A1 - Keinanen-Kiukaanniemi,Sirkka M.
A1 - Saaristo,Timo E.
A1 - Boomsma,Dorret I.
A1 - van der Harst,Pim
A1 - Dupuis,Josee
A1 - Bakker,Stephan J. L.
A1 - Kong,Augustine
A1 - Gigante,Bruna
A1 - Kumari,Meena
A1 - Herder,Christian
A1 - Munroe,Patricia B.
A1 - Caulfield,Mark
A1 - Jula,Antti
A1 - Mangino,Massimo
A1 - Prokopenko,Inga
A1 - Barroso,Ines
AU - Scott,Robert A.
AU - Lagou,Vasiliki
AU - Welch,Ryan P.
AU - Wheeler,Eleanor
AU - Montasser,May E.
AU - Luan,Jian'an
AU - MäGi,Reedik
AU - Strawbridge,Rona J.
AU - Rehnberg,Emil
AU - Gustafsson,Sefan
AU - Kanoni,Stavroula
AU - Rasmussen-Torvik,Laura J.
AU - Yengo,Loic
AU - Lecoeur,Cecile
AU - Shungin,Dmitry
AU - Sanna,Serena
AU - Sidore,Carlo
AU - Johnson,Paul C.D.
AU - Jukema,J.Wouter
AU - Johnson,Toby
AU - Mahajan,Anubha
AU - Verweij,Niek
AU - Thorleifsson,Gudmar
AU - Hottenga,Jouke Jan
AU - Shah,Sonia
AU - Smith,Albert V.
AU - Sennblad,Bengt
AU - Gieger,Christian
AU - Salo,Perttu
AU - Perola,Markus
AU - Timpson,Nicholas J.
AU - Evans,David M.
AU - St Pourcain,Beate
AU - Wu,Ying
AU - Andrews,Jeanette S.
AU - Hui,Jennie
AU - Bielak,Lawrence F.
AU - Zhao,Wei
AU - Horikoshi,Momoko
AU - Navarro,Pau
AU - Isaacs,Aaron
AU - O'Connell,Jeffrey R.
AU - Stirrups,Kathleen
AU - Vitart,Veronique
AU - Hayward,Caroline
AU - Esko,Tonu
AU - Mihailov,Evelin
AU - Fraser,Ross M.
AU - Fall,Tove
AU - Voight,Benjamin F.
AU - Raychaudhuri,Soumya
AU - Chen,Han
AU - Lindgren,Cecilia M.
AU - Morris,Andrew P.
AU - Rayner,Nigel W.
AU - Robertson,Neil
AU - Rybin,Denis
AU - Liu,Ching-Ti
AU - Beckmann,Jacques S.
AU - Willems,Sara M.
AU - Chines,Peter S.
AU - Jackson,Anne U.
AU - Kang,Hyun Min
AU - Stringham,Heather M.
AU - Song,Kijoung
AU - Tanaka,Toshiko
AU - Peden,John F.
AU - Goel,Anuj
AU - Hicks,Andrew A.
AU - An,Ping
AU - Muller-Nurasyid,Martina
AU - Franco-Cereceda,Anders
AU - Folkersen,Lasse
AU - Marullo,Letizia
AU - Jansen,Hanneke
AU - Oldehinkel,Albertine J.
AU - Bruinenberg,Marcel
AU - Pankow,James S.
AU - North,Kari E.
AU - Forouhi,Nita G.
AU - Loos,Ruth J. F.
AU - Edkins,Sarah
AU - Varga,Tibor V.
AU - Hallmans,Goran
AU - Oksa,Heikki
AU - Mulas,Antonella
AU - Nagaraja,Ramaiah
AU - Trompet,Stella
AU - Ford,Ian
AU - Small,Kerrin
AU - Miljkovic,Iva
AU - Liu,Yongmei
AU - Atalay,Mustafa
AU - Kiess,Wieland
AU - James,Alan L.
AU - Rivadeneira,Fernando
AU - Uitterlinden,Andre G.
AU - Palmer,Colin N A
AU - Doney,Alex S. F.
AU - Willemsen,Gonneke
AU - Smit,Johannes H.
AU - Campbell,Susan
AU - Polasek,Ozren
AU - Bonnycastle,Lori L.
AU - Hercberg,Serge
AU - Dimitriou,Maria
AU - Bolton,Jennifer L.
AU - Fowkes,Gerard R.
AU - Kovacs,Peter
AU - Lindström,Jaana
AU - Zemunik,Tatijana
AU - Bandinelli,Stefania
AU - Wild,Sarah H.
AU - Basart,Hanneke V.
AU - Rathmann,Wolfgang
AU - Grallert,Harald
AU - Maerz,Winfried
AU - Kleber,Marcus E.
AU - Boehm,Bernhard O.
AU - Peters,Annette
AU - Pramstaller,Peter P
AU - Province,Michael A.
AU - Borecki,Ingrid B.
AU - Hastie,Nicholas D.
AU - Rudan,Igor
AU - Campbell,Harry
AU - Watkins,Hugh
AU - Farrall,Martin
AU - Stumvoll,Michael
AU - Ferrucci,Luigi
AU - Waterworth,Dawn M.
AU - Bergman,Richard N.
AU - Collins,Francis S.
AU - Watanabe,Richard M
AU - Pedersen,Nancy L.
AU - Sattar,Naveed
AU - Harris,Tamara B.
AU - Cucca,Francesco
AU - Ripatti,Samuli
AU - Salomaa,Veikko
AU - Mohlke,Karen L.
AU - Balkau,Beverley
AU - Froguel,Philippe
AU - Pouta,Anneli
AU - Jarvelin,Marjo-Riitta
AU - Wareham,Nicholas J.
AU - Bouatia-Naji,Nabila
AU - McCarthy,Mark I.
AU - Franks,Paul W.
AU - Meigs,James B.
AU - Teslovich,Tanya M.
AU - Florez,Jose C.
AU - Tuomilehto,Jaakko
AU - de Geus,Eco J C
AU - Penninx,Brenda W
AU - Hofman,Albert
AU - Oostra,Ben A
AU - Psaty,Bruce M
AU - Vollenweider,Peter
AU - Wilson,James F
AU - Hovingh,G Kees
AU - Wright,Alan F
AU - Metspalu,Andres
AU - Uusitupa,Matti
AU - Magnusson,Patrik K E
AU - Kyvik,Kirsten O
AU - Kaprio,Jaakko
AU - Price,Jackie F
AU - Dedoussis,George V
AU - Deloukas,Panos
AU - Meneton,Pierre
AU - Lind,Lars
AU - Boehnke,Michael
AU - Shuldiner,Alan R
AU - van Duijn,Cornelia M
AU - Morris,Andrew D.
AU - Toenjes,Anke
AU - Peyser,Patricia A.
AU - Beilby,John P.
AU - Korner,Antje
AU - Kuusisto,Johanna
AU - Langenberg,Claudia
AU - Ingelsson,Erik
AU - Laakso,Markku
AU - Bornstein,Stefan R.
AU - Schwarz,Peter E. H.
AU - Lakka,Timo A.
AU - Rauramaa,Rainer
AU - Adair,Linda S.
AU - Smith,George Davey
AU - Spector,Tim D.
AU - Illig,Thomas
AU - de Faire,Ulf
AU - Hamsten,Anders
AU - Gudnason,Vilmundur
AU - Kivimaki,Mika
AU - Hingorani,Aroon
AU - Keinanen-Kiukaanniemi,Sirkka M.
AU - Saaristo,Timo E.
AU - Boomsma,Dorret I.
AU - van der Harst,Pim
AU - Dupuis,Josee
AU - Bakker,Stephan J. L.
AU - Kong,Augustine
AU - Gigante,Bruna
AU - Kumari,Meena
AU - Herder,Christian
AU - Munroe,Patricia B.
AU - Caulfield,Mark
AU - Jula,Antti
AU - Mangino,Massimo
AU - Prokopenko,Inga
AU - Barroso,Ines
PY - 2012
Y1 - 2012
N2 - Through genome-wide association meta-analyses of up to 133,010 individuals of European ancestry without diabetes, including individuals newly genotyped using the Metabochip, we have increased the number of confirmed loci influencing glycemic traits to 53, of which 33 also increase type 2 diabetes risk (q <0.05). Loci influencing fasting insulin concentration showed association with lipid levels and fat distribution, suggesting impact on insulin resistance. Gene-based analyses identified further biologically plausible loci, suggesting that additional loci beyond those reaching genome-wide significance are likely to represent real associations. This conclusion is supported by an excess of directionally consistent and nominally significant signals between discovery and follow-up studies. Functional analysis of these newly discovered loci will further improve our understanding of glycemic control. © 2012 Nature America, Inc. All rights reserved.
AB - Through genome-wide association meta-analyses of up to 133,010 individuals of European ancestry without diabetes, including individuals newly genotyped using the Metabochip, we have increased the number of confirmed loci influencing glycemic traits to 53, of which 33 also increase type 2 diabetes risk (q <0.05). Loci influencing fasting insulin concentration showed association with lipid levels and fat distribution, suggesting impact on insulin resistance. Gene-based analyses identified further biologically plausible loci, suggesting that additional loci beyond those reaching genome-wide significance are likely to represent real associations. This conclusion is supported by an excess of directionally consistent and nominally significant signals between discovery and follow-up studies. Functional analysis of these newly discovered loci will further improve our understanding of glycemic control. © 2012 Nature America, Inc. All rights reserved.
U2 - 10.1038/ng.2385
DO - 10.1038/ng.2385
M1 - Article
JO - Nature Genetics
JF - Nature Genetics
SN - 1061-4036
IS - 9
VL - 44
SP - 991
EP - 1005
ER -