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142 results on '"Sparsø, T."'

1. Whole-Exome Sequencing of 2,000 Danish Individuals and the Role of Rare Coding Variants in Type 2 Diabetes

Author

Lohmueller, KE, Sparsø, T, Li, Q, Andersson, EA, Korneliussen, TS, Albrechtsen, A, Banasik, K, Grarup, N, Hallgrímsdóttir, IB, Kiil, K, Kilpeläinen, TO, Krarup, NT, Pers, TH, Sanchez, GC, Hu, Y, Degiorgio, M, Jörgensen, TJ, Sandbæk, A, Lauritzen, T, Brunak, S, Kristiansen, K, Li, Y, Hansen, TF, Wang, J, Nielsen, RW, and Pedersen, OB

Subjects
Biological Sciences, Medical and Health Sciences, Genetics & Heredity
Abstract

It has been hypothesized that, in aggregate, rare variants in coding regions of genes explain a substantial fraction of the heritability of common diseases. We sequenced the exomes of 1,000 Danish cases with common forms of type 2 diabetes (including body mass index > 27.5 kg/m2 and hypertension) and 1,000 healthy controls to an average depth of 56×. Our simulations suggest that our study had the statistical power to detect at least one causal gene (a gene containing causal mutations) if the heritability of these common diseases was explained by rare variants in the coding regions of a limited number of genes. We applied a series of gene-based tests to detect such susceptibility genes. However, no gene showed a significant association with disease risk after we corrected for the number of genes analyzed. Thus, we could reject a model for the genetic architecture of type 2 diabetes where rare nonsynonymous variants clustered in a modest number of genes (fewer than 20) are responsible for the majority of disease risk. © 2013 The American Society of Human Genetics.

Published
2013

2. Exome sequencing-driven discovery of coding polymorphisms associated with common metabolic phenotypes

Author

Albrechtsen, A, Grarup, N, Li, Y, Sparsø, T, Tian, G, Cao, H, Jiang, T, Kim, SY, Korneliussen, T, Li, Q, Nie, C, Wu, R, Skotte, L, Morris, AP, Ladenvall, C, Cauchi, S, Stančáková, A, Andersen, G, Astrup, A, Banasik, K, Bennett, AJ, Bolund, L, Charpentier, G, Chen, Y, Dekker, JM, Doney, ASF, Dorkhan, M, Forsen, T, Frayling, TM, Groves, CJ, Gui, Y, Hallmans, G, Hattersley, AT, He, K, Hitman, GA, Holmkvist, J, Huang, S, Jiang, H, Jin, X, Justesen, JM, Kristiansen, K, Kuusisto, J, Lajer, M, Lantieri, O, Li, W, Liang, H, Liao, Q, Liu, X, Ma, T, Ma, X, Manijak, MP, Marre, M, Mokrosiński, J, Morris, AD, Mu, B, Nielsen, AA, Nijpels, G, Nilsson, P, Palmer, CNA, Rayner, NW, Renström, F, Ribel-Madsen, R, Robertson, N, Rolandsson, O, Rossing, P, Schwartz, TW, Slagboom, PE, Sterner, M, D.E.S.I.R. Study Group, Tang, M, Tarnow, L, the DIAGRAM Consortium, Tuomi, T, van’t Riet, E, van Leeuwen, N, Varga, TV, Vestmar, MA, Walker, M, Wang, B, Wang, Y, Wu, H, Xi, F, Yengo, L, Yu, C, Zhang, X, Zhang, J, Zhang, Q, Zhang, W, Zheng, H, Zhou, Y, Altshuler, D, ‘t Hart, LM, Franks, PW, Balkau, B, Froguel, P, McCarthy, MI, Laakso, M, Groop, L, Christensen, C, and Brandslund, I

Subjects
Diabetes, Human Genome, Nutrition, Genetics, Aetiology, 2.1 Biological and endogenous factors, Metabolic and endocrine, Diabetes Mellitus, Type 2, Exome, Gene Frequency, Genotype, High-Throughput Nucleotide Sequencing, Humans, Hypertension, Polymorphism, Genetic, Polymorphism, Single Nucleotide, Exome sequencing, Genetic epidemiology, Lipids, Next-generation sequencing, Obesity, Type 2 diabetes, D.E.S.I.R. Study Group, DIAGRAM Consortium, Clinical Sciences, Paediatrics and Reproductive Medicine, Public Health and Health Services, Endocrinology & Metabolism
Abstract

Aims/hypothesisHuman complex metabolic traits are in part regulated by genetic determinants. Here we applied exome sequencing to identify novel associations of coding polymorphisms at minor allele frequencies (MAFs) >1% with common metabolic phenotypes.MethodsThe study comprised three stages. We performed medium-depth (8×) whole exome sequencing in 1,000 cases with type 2 diabetes, BMI >27.5 kg/m(2) and hypertension and in 1,000 controls (stage 1). We selected 16,192 polymorphisms nominally associated (p 1%. In stage 2 we identified 51 potential associations with one or more of eight metabolic phenotypes covered by 45 unique polymorphisms. In meta-analyses of stage 2 and stage 3 results, we demonstrated robust associations for coding polymorphisms in CD300LG (fasting HDL-cholesterol: MAF 3.5%, p = 8.5 × 10(-14)), COBLL1 (type 2 diabetes: MAF 12.5%, OR 0.88, p = 1.2 × 10(-11)) and MACF1 (type 2 diabetes: MAF 23.4%, OR 1.10, p = 8.2 × 10(-10)).Conclusions/interpretationWe applied exome sequencing as a basis for finding genetic determinants of metabolic traits and show the existence of low-frequency and common coding polymorphisms with impact on common metabolic traits. Based on our study, coding polymorphisms with MAF above 1% do not seem to have particularly high effect sizes on the measured metabolic traits.

Published
2013

7. dsSwissKnife: An R package for federated data analysis

Author

Dmitry Kuznetsov, Mark Ibberson, Iulian Dragan, Sparsø T, and Roderick C. Slieker

Subjects
R package, Computer science, business.industry, Biomarker discovery, Software engineering, business, License
Abstract

SummarydsSwissKnife is an R package that enables several powerful analyses to be performed on federated datasets. The package works alongside DataSHIELD and extends its functionality. We have developed and implemented dsSwissKnife in a large IMI project on type 2 diabetes, RHAPSODY, where data from 10 observational cohorts have been harmonised and federated in CDISC SDTM format and made available for biomarker discovery.Availability and implementationdsSwissKnife is freely available online at https://github.com/sib-swiss/dsSwissKnife. The package is distributed under the GNU General Public License version 3.Contactmark.ibberson@sib.swiss

Published
2020

12. CNV-association meta-analysis in 191,161 European adults reveals new loci associated with anthropometric traits

Author

Mace, A. (Aurelien), Tuke, M.A. (Marcus A.), Deelen, P. (Patrick), Kristiansson, K. (Kati), Mattsson, H. (Hannele), Nõukas, M. (Margit), Sapkota, Y. (Yadav), Schick, U.M. (Ursula), Porcu, E. (Eleonora), Rüeger, S. (Sina), McDaid, A.F. (Aaron F.), Porteous, D.J. (David J.), Winkler, T.W. (Thomas W.), Salvi, E. (Erika), Shrine, N.R.G. (Nick), Liu, X. (Xueping), Ang, W.Q. (Wei), Zhang, W. (Weihua), Feitosa, M.F., Venturini, C. (Cristina), Most, P.J. (Peter) van der, Rosengren, A. (Anders), Wood, A.R. (Andrew), Beaumont, R.N. (Robin N.), Jones, S.E. (Samuel E.), Ruth, K.S. (Katherine S.), Yaghootkar, H. (Hanieh), Tyrrell, A.W.R., Havulinna, A.S. (Aki), Boers, H. (Harmen), Mägi, R. (Reedik), Kriebel, J. (Jennifer), Müller-Nurasyid, M. (Martina), Perola, M. (Markus), Nieminen, M.S. (Markku), Lokki, M.L., Kähönen, M. (Mika), Viikari, J. (Jorma), Geller, F. (Frank), Lahti, J., Palotie, A. (Aarno), Koponen, P. (Päivikki), Lundqvist, A. (Annamari), Rissanen, H. (Harri), Bottinger, E.P. (Erwin), Afaq, S. (Saima), Wojczynski, M.K. (Mary ), Lenzini, P. (Petra), Nolte, I.M. (Ilja), Sparsø, T. (Thomas), Schupf, N. (Nicole), Christensen, K. (Kaare), Perls, T.T. (Thomas T.), Newman, A.B. (Anne B.), Werge, T.M. (Thomas), Snieder, H. (Harold), Spector, T.D. (Timothy), Chambers, J.C. (John C.), Koskinen, S. (Seppo), Melbye, M. (Mads), Raitakari, O.T. (Olli T.), Lehtimäki, T. (Terho), Tobin, M.D. (Martin), Wain, L.V. (Louise V.), Sinisalo, J. (Juha), Peters, A. (Annette), Meitinger, T. (Thomas), Martin, N.G. (Nicholas), Wray, N.R. (Naomi), Montgomery, G.W. (Grant W.), Medland, S.E. (Sarah), Swertz, M.A. (Morris A.), Vartiainen, E. (Erkki), Borodulin, K. (Katja), Männistö, S. (Satu), Murray, A. (Anna), Bochud, M. (Murielle), Jacquemont, S. (Sébastien), Rivadeneira, F. (Fernando), Hansen, T. (Thomas), Oldehinkel, A.J. (Albertine), Mangino, M. (Massimo), Province, M.A. (Mike), Deloukas, P. (Panos), Kooner, J.S. (Jaspal S.), Freathy, R.M. (Rachel), Pennell, C.E. (Craig), Feenstra, B. (Bjarke), Strachan, D.P. (David), Lettre, G. (Guillaume), Hirschhorn, J.N. (Joel), Cusi, D. (Daniele), Heid, I.M. (Iris), Hayward, C. (Caroline), Männik, K. (Katrin), Beckmann, J.S. (Jacques), Loos, R.J.F. (Ruth), Nyholt, D.R. (Dale), Metspalu, A. (Andres), Hagen, K. (Knut), Weedon, M.N. (Michael), Salomaa, V. (Veikko), Franke, L. (Lude), Reymond, A. (Alexandre), Frayling, T.M. (Timothy M.), Kutalik, Z. (Zoltán), Mace, A. (Aurelien), Tuke, M.A. (Marcus A.), Deelen, P. (Patrick), Kristiansson, K. (Kati), Mattsson, H. (Hannele), Nõukas, M. (Margit), Sapkota, Y. (Yadav), Schick, U.M. (Ursula), Porcu, E. (Eleonora), Rüeger, S. (Sina), McDaid, A.F. (Aaron F.), Porteous, D.J. (David J.), Winkler, T.W. (Thomas W.), Salvi, E. (Erika), Shrine, N.R.G. (Nick), Liu, X. (Xueping), Ang, W.Q. (Wei), Zhang, W. (Weihua), Feitosa, M.F., Venturini, C. (Cristina), Most, P.J. (Peter) van der, Rosengren, A. (Anders), Wood, A.R. (Andrew), Beaumont, R.N. (Robin N.), Jones, S.E. (Samuel E.), Ruth, K.S. (Katherine S.), Yaghootkar, H. (Hanieh), Tyrrell, A.W.R., Havulinna, A.S. (Aki), Boers, H. (Harmen), Mägi, R. (Reedik), Kriebel, J. (Jennifer), Müller-Nurasyid, M. (Martina), Perola, M. (Markus), Nieminen, M.S. (Markku), Lokki, M.L., Kähönen, M. (Mika), Viikari, J. (Jorma), Geller, F. (Frank), Lahti, J., Palotie, A. (Aarno), Koponen, P. (Päivikki), Lundqvist, A. (Annamari), Rissanen, H. (Harri), Bottinger, E.P. (Erwin), Afaq, S. (Saima), Wojczynski, M.K. (Mary ), Lenzini, P. (Petra), Nolte, I.M. (Ilja), Sparsø, T. (Thomas), Schupf, N. (Nicole), Christensen, K. (Kaare), Perls, T.T. (Thomas T.), Newman, A.B. (Anne B.), Werge, T.M. (Thomas), Snieder, H. (Harold), Spector, T.D. (Timothy), Chambers, J.C. (John C.), Koskinen, S. (Seppo), Melbye, M. (Mads), Raitakari, O.T. (Olli T.), Lehtimäki, T. (Terho), Tobin, M.D. (Martin), Wain, L.V. (Louise V.), Sinisalo, J. (Juha), Peters, A. (Annette), Meitinger, T. (Thomas), Martin, N.G. (Nicholas), Wray, N.R. (Naomi), Montgomery, G.W. (Grant W.), Medland, S.E. (Sarah), Swertz, M.A. (Morris A.), Vartiainen, E. (Erkki), Borodulin, K. (Katja), Männistö, S. (Satu), Murray, A. (Anna), Bochud, M. (Murielle), Jacquemont, S. (Sébastien), Rivadeneira, F. (Fernando), Hansen, T. (Thomas), Oldehinkel, A.J. (Albertine), Mangino, M. (Massimo), Province, M.A. (Mike), Deloukas, P. (Panos), Kooner, J.S. (Jaspal S.), Freathy, R.M. (Rachel), Pennell, C.E. (Craig), Feenstra, B. (Bjarke), Strachan, D.P. (David), Lettre, G. (Guillaume), Hirschhorn, J.N. (Joel), Cusi, D. (Daniele), Heid, I.M. (Iris), Hayward, C. (Caroline), Männik, K. (Katrin), Beckmann, J.S. (Jacques), Loos, R.J.F. (Ruth), Nyholt, D.R. (Dale), Metspalu, A. (Andres), Hagen, K. (Knut), Weedon, M.N. (Michael), Salomaa, V. (Veikko), Franke, L. (Lude), Reymond, A. (Alexandre), Frayling, T.M. (Timothy M.), and Kutalik, Z. (Zoltán)

Abstract

There are few examples of robust associations between rare copy number variants (CNVs) and complex continuous human traits. Here we present a large-scale CNV association meta-analysis on anthropometric traits in up to 191,161 adult samples from 26 cohorts. The study reveals five CNV associations at 1q21.1, 3q29, 7q11.23, 11p14.2, and 18q21.32 and confirms two known loci at 16p11.2 and 22q11.21, implicating at least one anthropometric trait. The discovered CNVs are recurrent and rare (0.01-0.2%), with large effects on height (>2.4 cm), weight (>5 kg), and body mass index (BMI) (>3.5 kg/m2). Burden analysis shows a 0.41 cm decrease in height, a 0.003 increase in waist-to-hip ratio and increa

Published
2017
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13. Differential DNA methylation at birth associated with mental disorder in individuals with 22q11.2 deletion syndrome

Author

Starnawska, A, Hansen, C S, Sparsø, T, Mazin, W, Olsen, L, Bertalan, M, Buil, A, Bybjerg-Grauholm, J, Bækvad-Hansen, M, Hougaard, D M, Mortensen, P B, Pedersen, C B, Nyegaard, M, Werge, T, Weinsheimer, S, Starnawska, A, Hansen, C S, Sparsø, T, Mazin, W, Olsen, L, Bertalan, M, Buil, A, Bybjerg-Grauholm, J, Bækvad-Hansen, M, Hougaard, D M, Mortensen, P B, Pedersen, C B, Nyegaard, M, Werge, T, and Weinsheimer, S

Abstract

Individuals with 22q11.2 deletion syndrome (DS) have an increased risk of comorbid mental disorders including schizophrenia, attention deficit hyperactivity disorder, depression, as well as intellectual disability. Although most 22q11.2 deletion carriers have the long 3-Mb form of the hemizygous deletion, there remains a large variation in the development and progression of psychiatric disorders, which suggests that alternative factors contribute to the pathogenesis. In this study we investigated whether neonatal DNA methylation signatures in individuals with the 22q11.2 deletion associate with mental disorder later in life. DNA methylation was measured genome-wide from neonatal dried blood spots in a cohort of 164 individuals with 22q11.2DS, including 48 individuals diagnosed with a psychiatric disorder. Among several CpG sites with P-value<10-6, we identified cg23546855 (P-value=2.15 × 10-7) mapping to STK32C to be associated with a later psychiatric diagnosis. Pathway analysis of the top findings resulted in the identification of several Gene Ontology pathways to be significantly enriched (P-value<0.05 after Benjamini-Hochberg correction); among them are the following: neurogenesis, neuron development, neuron projection development, astrocyte development, axonogenesis and axon guidance. In addition, we identified differentially methylated CpG sites in LRP2BP (P-value=5.37 × 10-8) to be associated with intellectual disability (F70-79), in TOP1 (P-value=1.86 × 10-7) with behavioral disorders (F90-98), in NOSIP (P-value=5.12 × 10-8) with disorders of psychological development (F80-89) and in SEMA4B (P-value=4.02 × 10-7) with schizophrenia spectrum disorders (F20-29). In conclusion, our study suggests an association of DNA methylation differences at birth with development of mental disorder later in life in 22q11.2DS individuals.

Published
2017

15. Differential DNA methylation at birth associated with mental disorder in individuals with 22q11.2 deletion syndrome

Author

Starnawska, A, primary, Hansen, C S, additional, Sparsø, T, additional, Mazin, W, additional, Olsen, L, additional, Bertalan, M, additional, Buil, A, additional, Bybjerg-Grauholm, J, additional, Bækvad-Hansen, M, additional, Hougaard, D M, additional, Mortensen, P B, additional, Pedersen, C B, additional, Nyegaard, M, additional, Werge, T, additional, and Weinsheimer, S, additional

Published
2017
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16. A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape

Author

Ried, J.S. (Janina), Jeff, J. (Janina), Chu, A.Y. (Audrey Y), Bragg-Gresham, J.L. (Jennifer L.), Dongen, J. (Jenny) van, Huffman, J.E. (Jennifer), Ahluwalia, T.S. (Tarunveer Singh), Cadby, G. (Gemma), Eklund, N. (Niina), Eriksson, J. (Joel), Esko, T. (Tõnu), Feitosa, M.F. (Mary Furlan), Goel, A. (Anuj), Gorski, M. (Mathias), Hayward, C. (Caroline), Heard-Costa, N.L. (Nancy), Jackson, A.U. (Anne), Jokinen, E. (Eero), Kanoni, S. (Stavroula), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Lahti, J. (Jari), Luan, J. (Jian'An), Mägi, R. (Reedik), Mahajan, A. (Anubha), Mangino, M. (Massimo), Medina-Gomez, M.C. (Carolina), Monda, K.L. (Keri), Nolte, I.M. (Ilja), Perusse, L. (Louis), Prokopenko, I. (Inga), Qi, L. (Lu), Rose, L.M. (Lynda), Salvi, E. (Erika), Smith, M.T. (Megan T.), Snieder, H. (Harold), Standáková, A. (Alena), Ju Sung, Y. (Yun), Tachmazidou, I. (Ioanna), Teumer, A. (Alexander), Thorleifsson, G. (Gudmar), Harst, P. (Pim) van der, Walker, R.W. (Ryan W.), Wang, S.R. (Sophie), Wild, S.H. (Sarah), Willems, S.M. (Sara), Wong, A. (Andrew), Zhang, W. (Weihua), Albrecht, E. (Eva), Couto-Alves, A. (Alexessander), Bakker, S.J.L. (Stephan), Barlassina, C. (Cristina), Bartz, T.M. (Traci M.), Beilby, J.P. (John), Bellis, C. (Claire), Bergman, R.N. (Richard N.), Bergmann, S.M. (Sven), Blangero, J. (John), Blüher, M. (Matthias), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Bornstein, S.R. (Stefan R.), Bruinenberg, M. (M.), Campbell, H. (Harry), Chen, Y.-D.I. (Yii-Der Ida), Chiang, C.W.K. (Charleston W. K.), Chines, P.S. (Peter), Collins, F.S. (Francis), Cucca, F. (Fracensco), Cupples, L.A. (Adrienne), D'avila, F. (Francesca), Geus, E.J.C. (Eco) de, Dedoussis, G.V. (George), Dimitriou, M. (Maria), Döring, A. (Angela), Hagen, K. (Knut), Farmaki, A.-E. (Aliki-Eleni), Farrall, M. (Martin), Ferreira, T. (Teresa), Fischer, K. (Krista), Forouhi, N.G. (Nita), Friedrich, N. (Nele), Gjesing, A.P. (Anette), Glorioso, N. (Nicola), Graff, M.J. (Maud J.L.), Grallert, H. (Harald), Grarup, N. (Niels), Gräßler, J. (Jürgen), Grewal, J. (Jagvir), Hamsten, A. (Anders), Harder, M.N. (Marie Neergaard), Hartman, C.A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. (Nick), Hattersley, A.T. (Andrew), Havulinna, A.S. (Aki), Heliovaara, M. (Markku), Hillege, H.L. (Hans), Hofman, A. (Albert), Holmen, O.L. (Oddgeir), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Hui, J. (Jennie), Husemoen, L.L.N. (Lise Lotte), Hysi, P.G. (Pirro), Isaacs, A.J. (Aaron), Ittermann, T. (Till), Jalilzadeh, S. (Shapour), James, A. (Alan), Jorgensen, T. (Torben), Jousilahti, P. (Pekka), Jula, A. (Antti), Marie Justesen, J. (Johanne), Justice, A.E. (Anne), Kähönen, M. (Mika), Karaleftheri, M. (Maria), Tee Khaw, K. (Kay), Keinanen-Kiukaanniemi, S. (Sirkka), Kinnunen, L. (Leena), Knekt, P., Koistinen, H. (Heikki), Kolcic, I. (Ivana), Kooner, I.K. (Ishminder K.), Koskinen, S. (Seppo), Kovacs, P. (Peter), Kyriakou, T. (Theodosios), Laitinen, T. (Tomi), Langenberg, C. (Claudia), Lewin, A. (Alex), Lichtner, P. (Peter), Lindgren, C.M. (Cecilia), Lindström, J. (Jaana), Linneberg, A. (Allan), Lorbeer, R. (Roberto), Lorentzon, M. (Mattias), Luben, R.N. (Robert), Lyssenko, V. (Valeriya), Männistö, S. (Satu), Manunta, P. (Paolo), Leach, I.M. (Irene Mateo), McArdle, W.L. (Wendy), Mcknight, B. (Barbara), Mohlke, K.L. (Karen), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Montasser, M.E. (May E.), Morris, A.P. (Andrew), Müller, G. (Gabriele), Musk, A.W. (Arthur W.), Narisu, N. (Narisu), Ong, K.K. (Ken K.), Oostra, B.A. (Ben), Osmond, C. (Clive), Palotie, A. (Aarno), Pankow, J.S. (James), Paternoster, L. (Lavinia), Penninx, B.W.J.H. (Brenda), Pichler, I. (Irene), Pilia, M.G. (Maria Grazia), Polasek, O. (Ozren), Pramstaller, P.P. (Peter Paul), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rao, D.C., Rayner, N.W. (Nigel William), Ribel-Madsen, R. (Rasmus), Rice, T.K. (Treva K.), Richards, M. (Marcus), Ridker, P.M. (Paul), Rivadeneira Ramirez, F. (Fernando), Ryan, K.A. (Kathy A.), Sanna, S. (Serena), Sarzynski, M.A. (Mark A.), Scholtens, S. (Salome), Scott, R.A. (Robert), Sebert, S. (Sylvain), Southam, L. (Lorraine), Sparsø, T. (Thomas), Steinthorsdottir, V. (Valgerdur), Stirrups, K. (Kathy), Stolk, R.P. (Ronald), Strauch, K. (Konstantin), Stringham, H.M. (Heather), Swertz, M. (Morris), Swift, A.J. (Amy), Tönjes, A. (Anke), Tsafantakis, E. (Emmanouil), Most, P.J. (Peter) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Vandenput, L. (Liesbeth), Vartiainen, E. (Erkki), Venturini, C. (Cristina), Verweij, N. (Niek), Viikari, J. (Jorma), Vitart, V. (Veronique), Vohl, M.-C. (Marie-Claude), Vonk, J.M. (Judith), Waeber, G. (Gérard), Widen, E. (Elisabeth), Willemsen, G.A.H.M. (Gonneke), Wilsgaard, T. (Tom), Winkler, T.W. (Thomas W.), Wright, A.F. (Alan), Yerges-Armstrong, L.M. (Laura), Zhao, J.H. (Jing Hua), Zillikens, M.C. (Carola), Boomsma, D.I. (Dorret), Bouchard, C. (Claude), Chambers, J.C. (John), Chasman, D.I. (Daniel), Cusi, D. (Daniele), Gansevoort, R.T. (Ron), Gieger, C. (Christian), Hansen, T. (T.), Hicks, A.A. (Andrew), Hu, F. (Frank), Hveem, K. (Kristian), Jarvelin, M.-R. (Marjo-Riitta), Kajantie, E. (Eero), Kooner, J.S. (Jaspal S.), Kuh, D. (Diana), Kuusisto, J. (Johanna), Laakso, M. (Markku), Lakka, T.A. (Timo), Lehtimäki, T. (Terho), Metspalu, A. (Andres), Njølstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Palmer, L.J. (Lyle J.), Pedersen, O. (Oluf), Perola, M. (Markus), Peters, A. (Annette), Psaty, B.M. (Bruce), Puolijoki, H. (Hannu), Rauramaa, R. (Rainer), Rudan, I. (Igor), Salomaa, V. (Veikko), Schwarz, P.E.H. (Peter), Shudiner, A.R. (Alan R.), Smit, J.H. (Jan), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Zwart, J-A. (John-Anker), Stumvoll, M. (Michael), Tremblay, A. (Angelo), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Völker, U. (Uwe), Vollenweider, P. (Peter), Wareham, N.J. (Nick), Watkins, H. (Hugh), Wilson, J.F. (James), Zeggini, E. (Eleftheria), Abecasis, G.R. (Gonçalo), Boehnke, M. (Michael), Borecki, I.B. (Ingrid), Deloukas, P. (Panagiotis), Duijn, C.M. (Cornelia) van, Fox, C.S. (Caroline), Groop, L. (Leif), Heid, I.M. (Iris), Hunter, D.J. (David J.), Kaplan, R.C. (Robert), McCarthy, M.I. (Mark), North, K.E. (Kari), O´Connell, J.R., Schlessinger, D. (David), Thorsteinsdottir, U. (Unnur), Strachan, D.P. (David), Frayling, T.M. (Timothy), Hirschhorn, J.N. (Joel), Müller-Nurasyid, M. (Martina), Loos, R.J.F. (Ruth), Ried, J.S. (Janina), Jeff, J. (Janina), Chu, A.Y. (Audrey Y), Bragg-Gresham, J.L. (Jennifer L.), Dongen, J. (Jenny) van, Huffman, J.E. (Jennifer), Ahluwalia, T.S. (Tarunveer Singh), Cadby, G. (Gemma), Eklund, N. (Niina), Eriksson, J. (Joel), Esko, T. (Tõnu), Feitosa, M.F. (Mary Furlan), Goel, A. (Anuj), Gorski, M. (Mathias), Hayward, C. (Caroline), Heard-Costa, N.L. (Nancy), Jackson, A.U. (Anne), Jokinen, E. (Eero), Kanoni, S. (Stavroula), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Lahti, J. (Jari), Luan, J. (Jian'An), Mägi, R. (Reedik), Mahajan, A. (Anubha), Mangino, M. (Massimo), Medina-Gomez, M.C. (Carolina), Monda, K.L. (Keri), Nolte, I.M. (Ilja), Perusse, L. (Louis), Prokopenko, I. (Inga), Qi, L. (Lu), Rose, L.M. (Lynda), Salvi, E. (Erika), Smith, M.T. (Megan T.), Snieder, H. (Harold), Standáková, A. (Alena), Ju Sung, Y. (Yun), Tachmazidou, I. (Ioanna), Teumer, A. (Alexander), Thorleifsson, G. (Gudmar), Harst, P. (Pim) van der, Walker, R.W. (Ryan W.), Wang, S.R. (Sophie), Wild, S.H. (Sarah), Willems, S.M. (Sara), Wong, A. (Andrew), Zhang, W. (Weihua), Albrecht, E. (Eva), Couto-Alves, A. (Alexessander), Bakker, S.J.L. (Stephan), Barlassina, C. (Cristina), Bartz, T.M. (Traci M.), Beilby, J.P. (John), Bellis, C. (Claire), Bergman, R.N. (Richard N.), Bergmann, S.M. (Sven), Blangero, J. (John), Blüher, M. (Matthias), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Bornstein, S.R. (Stefan R.), Bruinenberg, M. (M.), Campbell, H. (Harry), Chen, Y.-D.I. (Yii-Der Ida), Chiang, C.W.K. (Charleston W. K.), Chines, P.S. (Peter), Collins, F.S. (Francis), Cucca, F. (Fracensco), Cupples, L.A. (Adrienne), D'avila, F. (Francesca), Geus, E.J.C. (Eco) de, Dedoussis, G.V. (George), Dimitriou, M. (Maria), Döring, A. (Angela), Hagen, K. (Knut), Farmaki, A.-E. (Aliki-Eleni), Farrall, M. (Martin), Ferreira, T. (Teresa), Fischer, K. (Krista), Forouhi, N.G. (Nita), Friedrich, N. (Nele), Gjesing, A.P. (Anette), Glorioso, N. (Nicola), Graff, M.J. (Maud J.L.), Grallert, H. (Harald), Grarup, N. (Niels), Gräßler, J. (Jürgen), Grewal, J. (Jagvir), Hamsten, A. (Anders), Harder, M.N. (Marie Neergaard), Hartman, C.A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. (Nick), Hattersley, A.T. (Andrew), Havulinna, A.S. (Aki), Heliovaara, M. (Markku), Hillege, H.L. (Hans), Hofman, A. (Albert), Holmen, O.L. (Oddgeir), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Hui, J. (Jennie), Husemoen, L.L.N. (Lise Lotte), Hysi, P.G. (Pirro), Isaacs, A.J. (Aaron), Ittermann, T. (Till), Jalilzadeh, S. (Shapour), James, A. (Alan), Jorgensen, T. (Torben), Jousilahti, P. (Pekka), Jula, A. (Antti), Marie Justesen, J. (Johanne), Justice, A.E. (Anne), Kähönen, M. (Mika), Karaleftheri, M. (Maria), Tee Khaw, K. (Kay), Keinanen-Kiukaanniemi, S. (Sirkka), Kinnunen, L. (Leena), Knekt, P., Koistinen, H. (Heikki), Kolcic, I. (Ivana), Kooner, I.K. (Ishminder K.), Koskinen, S. (Seppo), Kovacs, P. (Peter), Kyriakou, T. (Theodosios), Laitinen, T. (Tomi), Langenberg, C. (Claudia), Lewin, A. (Alex), Lichtner, P. (Peter), Lindgren, C.M. (Cecilia), Lindström, J. (Jaana), Linneberg, A. (Allan), Lorbeer, R. (Roberto), Lorentzon, M. (Mattias), Luben, R.N. (Robert), Lyssenko, V. (Valeriya), Männistö, S. (Satu), Manunta, P. (Paolo), Leach, I.M. (Irene Mateo), McArdle, W.L. (Wendy), Mcknight, B. (Barbara), Mohlke, K.L. (Karen), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Montasser, M.E. (May E.), Morris, A.P. (Andrew), Müller, G. (Gabriele), Musk, A.W. (Arthur W.), Narisu, N. (Narisu), Ong, K.K. (Ken K.), Oostra, B.A. (Ben), Osmond, C. (Clive), Palotie, A. (Aarno), Pankow, J.S. (James), Paternoster, L. (Lavinia), Penninx, B.W.J.H. (Brenda), Pichler, I. (Irene), Pilia, M.G. (Maria Grazia), Polasek, O. (Ozren), Pramstaller, P.P. (Peter Paul), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rao, D.C., Rayner, N.W. (Nigel William), Ribel-Madsen, R. (Rasmus), Rice, T.K. (Treva K.), Richards, M. (Marcus), Ridker, P.M. (Paul), Rivadeneira Ramirez, F. (Fernando), Ryan, K.A. (Kathy A.), Sanna, S. (Serena), Sarzynski, M.A. (Mark A.), Scholtens, S. (Salome), Scott, R.A. (Robert), Sebert, S. (Sylvain), Southam, L. (Lorraine), Sparsø, T. (Thomas), Steinthorsdottir, V. (Valgerdur), Stirrups, K. (Kathy), Stolk, R.P. (Ronald), Strauch, K. (Konstantin), Stringham, H.M. (Heather), Swertz, M. (Morris), Swift, A.J. (Amy), Tönjes, A. (Anke), Tsafantakis, E. (Emmanouil), Most, P.J. (Peter) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Vandenput, L. (Liesbeth), Vartiainen, E. (Erkki), Venturini, C. (Cristina), Verweij, N. (Niek), Viikari, J. (Jorma), Vitart, V. (Veronique), Vohl, M.-C. (Marie-Claude), Vonk, J.M. (Judith), Waeber, G. (Gérard), Widen, E. (Elisabeth), Willemsen, G.A.H.M. (Gonneke), Wilsgaard, T. (Tom), Winkler, T.W. (Thomas W.), Wright, A.F. (Alan), Yerges-Armstrong, L.M. (Laura), Zhao, J.H. (Jing Hua), Zillikens, M.C. (Carola), Boomsma, D.I. (Dorret), Bouchard, C. (Claude), Chambers, J.C. (John), Chasman, D.I. (Daniel), Cusi, D. (Daniele), Gansevoort, R.T. (Ron), Gieger, C. (Christian), Hansen, T. (T.), Hicks, A.A. (Andrew), Hu, F. (Frank), Hveem, K. (Kristian), Jarvelin, M.-R. (Marjo-Riitta), Kajantie, E. (Eero), Kooner, J.S. (Jaspal S.), Kuh, D. (Diana), Kuusisto, J. (Johanna), Laakso, M. (Markku), Lakka, T.A. (Timo), Lehtimäki, T. (Terho), Metspalu, A. (Andres), Njølstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Palmer, L.J. (Lyle J.), Pedersen, O. (Oluf), Perola, M. (Markus), Peters, A. (Annette), Psaty, B.M. (Bruce), Puolijoki, H. (Hannu), Rauramaa, R. (Rainer), Rudan, I. (Igor), Salomaa, V. (Veikko), Schwarz, P.E.H. (Peter), Shudiner, A.R. (Alan R.), Smit, J.H. (Jan), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Zwart, J-A. (John-Anker), Stumvoll, M. (Michael), Tremblay, A. (Angelo), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Völker, U. (Uwe), Vollenweider, P. (Peter), Wareham, N.J. (Nick), Watkins, H. (Hugh), Wilson, J.F. (James), Zeggini, E. (Eleftheria), Abecasis, G.R. (Gonçalo), Boehnke, M. (Michael), Borecki, I.B. (Ingrid), Deloukas, P. (Panagiotis), Duijn, C.M. (Cornelia) van, Fox, C.S. (Caroline), Groop, L. (Leif), Heid, I.M. (Iris), Hunter, D.J. (David J.), Kaplan, R.C. (Robert), McCarthy, M.I. (Mark), North, K.E. (Kari), O´Connell, J.R., Schlessinger, D. (David), Thorsteinsdottir, U. (Unnur), Strachan, D.P. (David), Frayling, T.M. (Timothy), Hirschhorn, J.N. (Joel), Müller-Nurasyid, M. (Martina), and Loos, R.J.F. (Ruth)

Abstract

Large consortia have revealed hundreds of genetic loci associated with anthropometric traits, one trait at a time. We examined whether genetic variants affect body shape as a composite phenotype that is represented by a combination of anthropometric traits. We developed an approach that calculates averaged PCs (AvPCs) representing body shape derived from six anthropometric traits (body mass index, height, weight, waist and hip circumference, waist-to-hip ratio). The first four AvPCs explain >99% of the variability, are heritable, and associate with cardiometabolic outcomes. We performed genome-wide association analyses for each body shape composite phenotype across 65 studies and meta-analysed summary statistics. We identify six novel loci: LEMD2 and CD47 for AvPC1, RPS6KA5/C14orf159 and GANAB for AvPC3, and ARL15 and ANP32 for AvPC4. Our findings highlight the value of using multiple traits to define complex phenotypes for discovery, which are not captured by single-trait analyses, and may shed light onto new pathways.

Published
2016
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17. The Lin28/let-7 axis regulates glucose metabolism

Author

Zhu H, Shyh Chang N, Segrè AV, Shinoda G, Shah SP, Einhorn WS, Takeuchi A, Engreitz JM, Hagan JP, Kharas MG, Urbach A, Thornton JE, Triboulet R, Gregory RI, DIAGRAM Consortium, MAGIC Investigators, Altshuler D, Daley G.Q. 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Published
2011

18. The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study

Author

Winkler, T.W. (Thomas W.), Justice, A.E. (Anne), Graff, M.J. (Maud J.L.), Barata, L. (Llilda), Feitosa, M.F. (Mary Furlan), Chu, S. (Su), Czajkowski, J. (Jacek), Esko, T. (Tõnu), Fall, M. (Magnus), Kilpeläinen, T.O. (Tuomas), Lu, Y. (Yingchang), Mägi, R. (Reedik), Mihailov, E. (Evelin), Pers, T.H. (Tune), Rüeger, S. (Sina), Teumer, A. (Alexander), Ehret, G.B. (Georg), Ferreira, T. (Teresa), Heard-Costa, N.L. (Nancy), Karjalainen, J. (Juha), Lagou, V. (Vasiliki), Mahajan, A. (Anubha), Neinast, M.D. (Michael D.), Prokopenko, I. (Inga), Simino, J. (Jeannette), Teslovich, T.M. (Tanya M.), Jansen, R., Westra, H.J. (Harm-Jan), White, C.C. (Charles), Absher, D. (Devin), Ahluwalia, T.S. (Tarunveer Singh), Ahmad, S. (Shafqat), Albrecht, E. (Eva), Alves, A.C. (Alexessander Couto), Bragg-Gresham, J.L. (Jennifer L.), Craen, A.J. (Anton) de, Bis, J.C. (Joshua), Bonnefond, A. (Amélie), Boucher, G. (Gabrielle), Cadby, G. (Gemma), Cheng, Y.-C. (Yu-Ching), Chiang, C.W. (Charleston W K), Delgado, G., Demirkan, A. (Ayşe), Dueker, N. (Nicole), Eklund, N. (Niina), Eiriksdottir, G. (Gudny), Eriksson, J. (Joel), Feenstra, B. (Bjarke), Fischer, K. (Krista), Frau, F. (Francesca), Galesloot, T.E. (Tessel), Geller, F. (Frank), Goel, A. (Anuj), Gorski, M. (Mathias), Grammer, T.B. (Tanja), Gustafsson, S. (Stefan), Haitjema, S. (Saskia), Hottenga, J.J. (Jouke Jan), Huffman, J.E. (Jennifer), Jackson, A.U. (Anne), Jacobs, K.B. (Kevin), Johansson, A. (Åsa), Kaakinen, M. (Marika), Kleber, M.E. (Marcus), Lahti, J. (Jari), Leach, I.M. (Irene Mateo), Lehne, B. (Benjamin), Liu, Y. (Youfang), Lo, K.S., Lorentzon, M. (Mattias), Luan, J. (Jian'An), Madden, P.A. (Pamela), Mangino, M. (Massimo), McKnight, B. (Barbara), Medina-Gomez, C. (Carolina), Monda, K.L. (Keri), Montasser, M.E. (May E.), Müller, G. (Gabriele), Müller-Nurasyid, M. (Martina), Nolte, I.M. (Ilja), Panoutsopoulou, K. (Kalliope), Pascoe, L. (Laura), Paternoster, L. (Lavinia), Rayner, N.W. (Nigel William), Renström, F. (Frida), Rizzi, F. (Federica), Rose, L.M. (Lynda), Ryan, K.A. (Kathy A.), Salo, P. (Perttu), Sanna, S. (Serena), Scharnagl, H. (Hubert), Shi, J. (Jianxin), Smith, A.V. (Albert Vernon), Southam, L. (Lorraine), Stancáková, A. (Alena), Steinthorsdottir, V. (Valgerdur), Strawbridge, R.J. (Rona), Sung, Y.J. (Yun Ju), Tachmazidou, I. (Ioanna), Tanaka, T. (Toshiko), Thorleifsson, G. (Gudmar), Trompet, S. (Stella), Pervjakova, N. (Natalia), Tyrer, J.P. (Jonathan), Vandenput, L. (Liesbeth), Van Der Laan, S.W. (Sander W.), Velde, N. (Nathalie) van der, Setten, J. (Jessica) van, Vliet-Ostaptchouk, J.V. (Jana) van, Verweij, N. (Niek), Vlachopoulou, E. (Efthymia), Waite, L. (Lindsay), Wang, S.R. (Sophie), Wang, Z. (Zhaoming), Wild, S.H. (Sarah), Willenborg, C. (Christina), Wilson, J.F. (James), Wong, A. (Andrew), Yang, J. (Jian), Yengo, L. (Loic), Yerges-Armstrong, L.M. (Laura), Yu, L. (Lei), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Andersson, E.A. (Ehm Astrid), Bakker, S.J.L. (Stephan), Baldassarre, D. (Damiano), Banasik, K. (Karina), Barcella, M. (Matteo), Barlassina, C. (Cristina), Bellis, C. (Claire), Benaglio, P. (Paola), Blangero, J. (John), Blüher, M. (Matthias), Bonnet, F. (Fabrice), Bonnycastle, L.L. (Lori), Boyd, H.A. (Heather), Bruinenberg, M. (M.), Buchman, A.S. (Aron S.), Campbell, H. (Harry), Chen, Y.D. (Y.), Chines, P.S. (Peter), Claudi-Boehm, S. (Simone), Cole, J.W. (John W.), Collins, F.S. (Francis), Geus, E.J.C. (Eco) de, Groot, L.C.P.G.M. (Lisette) de, Dimitriou, M. (Maria), Duan, J. (Jubao), Enroth, S. (Stefan), Eury, E. (Elodie), Farmaki, A.-E. (Aliki-Eleni), Forouhi, N.G. (Nita), Friedrich, N. (Nele), Gejman, P.V. (Pablo), Gigante, B. (Bruna), Glorioso, N. (Nicola), Go, A.T.J.I. (Attie), Gottesman, R.F. (Rebecca), Gräßler, J. (Jürgen), Grallert, H. (Harald), Grarup, N. (Niels), Gu, Y.-M. (Yu-Mei), Broer, L. (Linda), Ham, A.C. (Annelies), Hansen, T. (T.), Harris, T.B. (Tamara), Hartman, C.A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. (Nick), Hattersley, A.T. (Andrew), Heath, A.C. (Andrew), Henders, A.K. (Anjali), Hernandez, D.G. (Dena), Hillege, H.L. (Hans), Holmen, O.L. (Oddgeir), Hovingh, G.K. (Kees), Hui, J. (Jennie), Husemoen, L.L. (Lise L.), Hutri-Kähönen, N. (Nina), Hysi, P.G. (Pirro), Illig, T. (Thomas), Jager, P.L. (Philip) de, Jalilzadeh, S. (Shapour), Jorgensen, T. (Torben), Jukema, J.W. (Jan Wouter), Juonala, M. (Markus), Kanoni, S. (Stavroula), Karaleftheri, M. (Maria), Khaw, K.T., Kinnunen, L. (Leena), Kittner, T. (Thomas), Koenig, W. (Wolfgang), Kolcic, I. (Ivana), Kovacs, P. (Peter), Krarup, N.T. (Nikolaj T.), Kratzer, W. (Wolfgang), Krüger, J. (Janine), Kuh, D. (Diana), Kumari, M. (Meena), Kyriakou, T. (Theodosios), Langenberg, C. (Claudia), Lannfelt, L. (Lars), Lanzani, C. (Chiara), Lotay, V. (Vaneet), Launer, L.J. (Lenore), Leander, K. (Karin), Lindström, J. (Jaana), Linneberg, A. (Allan), Liu, Y.-P. (Yan-Ping), Lobbens, S. (Stéphane), Luben, R.N. (Robert), Lyssenko, V. (Valeriya), Männistö, S. (Satu), Magnusson, P.K. (Patrik), McArdle, W.L. (Wendy), Menni, C. (Cristina), Merger, S. (Sigrun), Milani, L. (Lili), Montgomery, G.W. (Grant W.), Morris, A.P. (Andrew), Narisu, N. (Narisu), Nelis, M. (Mari), Ong, K.K. (Ken), Palotie, A. (Aarno), Perusse, L. (Louis), Pichler, I. (Irene), Pilia, M.G. (Maria Grazia), Pouta, A. (Anneli), Rheinberger, M. (Myriam), Ribel-Madsen, R. (Rasmus), Richards, M. (Marcus), Rice, K.M. (Kenneth), Rice, T.K. (Treva K.), Rivolta, C. (Carlo), Salomaa, V. (Veikko), Sanders, A.R. (Alan), Sarzynski, M.A. (Mark A.), Scholtens, S. (Salome), Scott, R.A. (Robert), Scott, W.R. (William R.), Sebert, S. (Sylvain), Sengupta, S. (Sebanti), Sennblad, B. (Bengt), Seufferlein, T. (Thomas), Silveira, A. (Angela), Slagboom, P.E. (Eline), Smit, J.H. (Jan), Sparsø, T. (Thomas), Stirrups, K. (Kathy), Stolk, R.P. (Ronald), Stringham, H.M. (Heather), Swertz, M.A. (Morris A.), Swift, A.J. (Amy), Syvänen, A.C., Tan, S.-T. (Sian-Tsung), Thorand, B. (Barbara), Tönjes, A. (Anke), Tremblay, A. (Angelo), Tsafantakis, E. (Emmanouil), Most, P.J. (Peter) van der, Völker, U. (Uwe), Vohl, M.-C. (Marie-Claude), Vonk, J.M. (Judith), Waldenberger, M. (Melanie), Walker, R.W. (Ryan W.), Wennauer, R. (Roman), Widen, E., Willemsen, G.A.H.M. (Gonneke), Wilsgaard, T. (Tom), Wright, A.F. (Alan), Zillikens, M.C. (Carola), Van Dijk, S. (Suzanne), Schoor, N.M. (Natasja) van, Asselbergs, F.W. (Folkert), Bakker, P.I.W. (Paul) de, Beckmann, J.S. (Jacques), Beilby, J.P. (John), Bennett, D.A. (David A.), Bergman, R.N. (Richard), Bergmann, S.M. (Sven), Böger, C.A. (Carsten), Boehm, B.O. (Bernhard), Boerwinkle, E.A. (Eric), Boomsma, D.I. (Dorret), Bornstein, S.R. (Stefan), Bottinger, E.P. (Erwin), Bouchard, C. (Claude), Chambers, J.C. (John), Chanock, S.J. (Stephen), Chasman, D.I. (Daniel), Cucca, F. (Francesco), Cusi, D. (Daniele), Dedoussis, G.V. (George), Erdmann, J. (Jeanette), Hagen, K. (Knut), Evans, D., Faire, U. (Ulf) de, Farrall, M. (Martin), Ferrucci, L. (Luigi), Ford, I. (Ian), Franke, L. (Lude), Franks, P.W. (Paul), Froguel, P. (Philippe), Gansevoort, R.T. (Ron), Gieger, C. (Christian), Grönberg, H. (Henrik), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hall, P. (Per), Hamsten, A. (Anders), Harst, P. (Pim) van der, Hayward, C. (Caroline), Heliovaara, M. (Markku), Hengstenberg, C. (Christian), Hicks, A.A. (Andrew), Hingorani, A. (Aroon), Hofman, A. (Albert), Hu, F. (Frank), Huikuri, H.V. (Heikki), Hveem, K. (Kristian), James, A. (Alan), Jordan, J.M. (Joanne M.), Jula, A. (Antti), Kähönen, M. (Mika), Kajantie, E. (Eero), Kathiresan, S. (Sekar), Kiemeney, L.A.L.M. (Bart), Kivimaki, M. (Mika), Knekt, P., Koistinen, H. (Heikki), Kooner, J.S. (Jaspal S.), Koskinen, S. (Seppo), Kuusisto, J. (Johanna), Maerz, W. (Winfried), Martin, N.G. (Nicholas), Laakso, M. (Markku), Lakka, T.A. (Timo), Lehtimäki, T. (Terho), Lettre, G. (Guillaume), Levinson, D.F. (Douglas), Kao, W.H.L. (Wen), Lokki, M.L., Mäntyselkä, P. (Pekka), Melbye, M. (Mads), Metspalu, A. (Andres), Mitchell, B.D. (Braxton), Moll, F.L. (Frans), Murray, J.C. (Jeffrey), Musk, A.W. (Arthur), Nieminen, M.S. (Markku), Njølstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Oostra, B.A. (Ben), Palmer, C. (Cameron), Pankow, J.S. (James), Pasterkamp, G. (Gerard), Pedersen, N.L. (Nancy), Pedersen, O. (Oluf), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peters, A. (Annette), Polasek, O. (Ozren), Pramstaller, P.P. (Peter Paul), Psaty, B.M. (Bruce M.), Qi, L. (Lu), Quertermous, T. (Thomas), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rauramaa, R. (Rainer), Ridker, P.M. (Paul), Rioux, J.D. (John), Rivadeneira Ramirez, F. (Fernando), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Ruijter, H.M. (Hester ) den, Saltevo, J. (Juha), Sattar, N. (Naveed), Schunkert, H. (Heribert), Schwarz, P.E.H. (Peter), Shuldiner, A.R. (Alan), Sinisalo, J. (Juha), Snieder, H. (Harold), Sørensen, T.I.A. 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Abstract

Genome-wide association studies (GWAS) have identified more than 100 genetic variants contributing to BMI, a measure of body size, or waist-to-hip ratio (adjusted for BMI, WHRadjBMI), a measure of body shape. Body size and shape change as people grow older and these changes differ substantially between men and women. To systematically screen for age- and/or sex-specific effects of genetic variants on BMI and WHRadjBMI, we performed meta-analyses of 114 studies (up to 320,485 individuals of European descent) with genome-wide chip and/or Metabochip data by the Genetic Investigation of Anthropometric Traits (GIANT) Consortium. Each study tested the association of up to ~2.8M SNPs with BMI and WHRadjBMI in four strata (men ≤50y, men >50y, women ≤50y, women >50y) and summary statistics were combined in stratum-specific meta-analyses. We then screened for variants that showed age-specific effects (G x AGE), sex-specific effects (G x SEX) or age-specific effects that differed between men and women (G x AGE x SEX). For BMI, we identified 15 loci (11 previously established for main effects, four novel) that showed significant (FDR<5%) age-specific effects, of which 11 had larger effects in younger (<50y) than in older adults (≥50y). No sex-dependent effects were identified for B

Published
2015
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19. Trans-ancestry genome-wide association study identifies 12 genetic loci influencing blood pressure and implicates a role for DNA methylation

Author

Kato, N. (Norihiro), Loh, M. (Marie), Takeuchi, F. (Fumihiko), Verweij, N. (Niek), Wang, X. (Xu), Zhang, W. (Weihua), NKelly, T. (Tanika), Saleheen, D., Lehne, B. (Benjamin), Leach, I.M. (Irene Mateo), Drong, A. (Alexander), Abbott, J. (James), Wahl, S. (Simone), Tan, S.-T. (Sian-Tsung), Scott, W.R. (William R.), Campanella, G. (Gianluca), Chadeau-Hyam, M. (Marc), Afzal, U. (Uzma), Ahluwalia, T.S. (Tarunveer Singh), Bonder, M.J. (Marc), Chen, P. (Ping), Dehghan, A. (Abbas), Edwards, T.L. (Todd L.), Esko, T. (Tõnu), Go, M.J. (Min Jin), Harris, S.E. (Sarah), Hartiala, J. (Jaana), Kasela, S. (Silva), Kasturiratne, A. (Anuradhani), Khor, C.C., Kleber, M.E. (Marcus), Li, H. (Huaixing), Mok, Z.Y. (Zuan Yu), Nakatochi, M. (Masahiro), Sapari, N.S. (Nur Sabrina), Saxena, R. (Richa), Stewart, A.F. (Alexandre F.), Stolk, L. (Lisette), Tabara, Y. (Yasuharu), Teh, A.L. (Ai Ling), Wu, Y. (Ying), Wu, J.-Y. (Jer-Yuarn), Zhang, Y. (Yi), Aits, I. (Imke), Da Silva Couto Alves, A. (Alexessander), Das, S. (Shikta), Dorajoo, R. (Rajkumar), CHopewell, J. (Jemma), Kim, Y.K. (Yun Kyoung), WKoivula, R. (Robert), Luan, J. (Jian'An), Lyytikäinen, L.-P. (Leo-Pekka), NNguyen, Q. (Quang), Pereira, M.A. (Mark A), Postmus, D. (Douwe), TRaitakari, O. (Olli), Scannell Bryan, M. (Molly), Scott, R.A. (Robert), Sorice, R., Tragante, V. (Vinicius), Traglia, M. (Michela), White, J. (Jon), Yamamoto, K. (Ken), Zhang, Y. (Yonghong), Adair, L.S. (Linda), Ahmed, A. (Alauddin), Akiyama, K. (Koichi), Asif, R. (Rasheed), Aung, T. (Tin), Barroso, I.E. (Inês), Bjonnes, A. (Andrew), Braun, T.R. (Timothy R.), Cai, H. (Hui), Chang, L.-C. (Li-Ching), Chen, C.-H., Cheng, C-Y. (Ching-Yu), Chong, Y.-S. (Yap-Seng), Collins, F.S. (Francis), Courtney, R. (Regina), Davies, G. (Gail), Delgado, G., Do, L.D. (Loi D.), Doevendans, P.A. (Pieter), Gansevoort, R.T. (Ron), Gao, Y. (Ying), Grammer, T.B. (Tanja B), Grarup, N. (Niels), Grewal, J. (Jagvir), Gu, D. (D.), SWander, G. (Gurpreet), Hartikainen, A.L., Hazen, S.L. (Stanley), He, J. (Jing), Heng, C.K. (Chew-Kiat), Hixso, E.J.A. (E. James Ames), Hofman, A. (Albert), Hsu, C. (Chris), Huang, W. (Wei), Husemoen, L.L.N. (Lise Lotte), Hwang, J.-Y. (Joo-Yeon), Ichihara, S. (Sahoko), Igase, M. (Michiya), Isono, M. (Masato), Justesen, J.M. (Johanne M.), Katsuya, T. (Tomohiro), GKibriya, M. (Muhammad), Kim, Y.J., Kishimoto, M. (Miyako), Koh, W.-P. (Woon-Puay), Kohara, K. (Katsuhiko), Kumari, M. (Meena), Kwek, K. (Kenneth), Lee, N.R. (Nanette), Lee, J. (Jeannette), Liao, J. (Jie), Lieb, W. (Wolfgang), Liewald, D.C.M. (David), Matsubara, T. (Tatsuaki), Matsushita, Y. (Yumi), Meitinger, T. (Thomas), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Mononen, K. (Kari), Müller-Nurasyid, M. (Martina), Nabika, T. (Toru), Nakashima, E. (Eitaro), Ng, H.K. (Hong Kiat), Nikus, K. (Kjell), Nutile, T., Ohkubo, T. (Takayoshi), Ohnaka, K. (Keizo), Parish, S. (Sarah), Paternoster, L. (Lavinia), Peng, H. (Hao), Peters, A. (Annette), TPham, S. (Son), Pinidiyapathirage, M.J. (Mohitha J.), Rahman, M. (Mahfuzar), Rakugi, H. (Hiromi), Rolandsson, O. (Olov), Rozario, M.A. (Michelle Ann), Ruggiero, D., Sala, C. (Cinzia), Sarju, R. (Ralhan), Shimokawa, K. (Kazuro), Snieder, H. (Harold), Sparsø, T. (Thomas), Spiering, W. (Wilko), Starr, J.M. (John), Stott, D.J. (David J.), OStram, D. (Daniel), Sugiyama, T. (Takao), Szymczak, S. (Silke), Tang, W.H.W. (W.H. Wilson), Tong, L. (Lin), Trompet, S. (Stella), Turjanmaa, V. (Väinö), Ueshima, H. (Hirotsugu), Uitterlinden, A.G. (André), Umemura, S. (Satoshi), Vaarasmaki, M. (Marja), Dam, R.M. (Rob Mvan), Gilst, W.H. (Wiek) van, Veldhuisen, D.J. (Dirk) van, Viikari, J. (Jorma), Waldenberger, M. (Melanie), Wang, Y. (Yiqin), Wang, A. (Aili), Wilson, R. (Rory), Wong, T.Y. (Tien Yin), Xiang, Y.-B. (Yong-Bing), Yamaguchi, S. (Shuhei), Ye, X. (Xingwang), Young, R. (Robin), Young, T.L. (Terri), Yuan, J.-M. (Jian-Min), Zhou, X. (Xueya), Asselbergs, F.W. (Folkert), Ciullo, M., Clarke, R. (Robert), Deloukas, P. (Panagiotis), Franke, A. (Andre), Paul, W.F. (W. Frank), Franks, S. (Steve), Friedlander, Y. (Yechiel), Gross, M.D. (Myron D.), Guo, Z. (Zhirong), Hansen, T. (T.), Jarvelin, M.-R. (Marjo-Riitta), Jørgensen, T. (Torben), Jukema, J.W. (Jan Wouter), Kähönen, M. (Mika), Kajio, H. (Hiroshi), Kivimaki, M. (Mika), Lee, J.-Y. (Jong-Young), Lehtimäki, T. (Terho), Linneberg, A. (Allan), Miki, T. (Tetsuro), Pedersen, O. (Oluf), Samani, N.J. (Nilesh), Sørensen, T.I.A. (Thorkild), Takayanagi, R. (Ryoichi), Toniolo, D. (Daniela), Ahsan, H. (Habibul), Allayee, H. (Hooman), Chen, Y.-T. (Yuan-Tsong), Danesh, J. (John), Deary, I.J. (Ian), Franco, O.H. (Oscar), Franke, L. (Lude), THeijman, B. (Bastiaan), Holbrook, J.D. (Joanna D.), Isaacs, A.J. (Aaron), Kim, B.-J. (Bong-Jo), Lin, X. (Xu), Liu, J. (Jianjun), März, W. (Winfried), Metspalu, A. (Andres), Mohlke, K.L. (Karen), Sangher, K., Harambir, D. (Dharambir), Shu, X.-O. (Xiao-Ou), Meurs, J.B.J. (Joyce) van, Vithana, E.N. (Eranga), Wickremasinghe, A.R. (Ananda), Wijmenga, C. (Cisca), Wolffenbuttel, B.H.W. (Bruce H.W.), Yokota, M. (Mitsuhiro), Zheng, W. (Wei), Zhu, D. (Dingliang), Vineis, P. (Paolo), Kyrtopoulos, S.A. (Soterios A.), Kleinjans, J.C.S. (Jos C.S.), McCarthy, M.I. (Mark), Soong, R. (Richie), Gieger, C. (Christian), Scott, J. (James), Teo, Y.Y. (Yik Ying), He, J. (Jiang), Elliott, P. (Paul), Tai, E.S. (Shyong), Harst, P. (Pim) van der, Kooner, J.S. (Jaspal S.), Chambers, J.C. (John), Kato, N. (Norihiro), Loh, M. (Marie), Takeuchi, F. (Fumihiko), Verweij, N. (Niek), Wang, X. (Xu), Zhang, W. (Weihua), NKelly, T. (Tanika), Saleheen, D., Lehne, B. (Benjamin), Leach, I.M. (Irene Mateo), Drong, A. (Alexander), Abbott, J. (James), Wahl, S. (Simone), Tan, S.-T. (Sian-Tsung), Scott, W.R. (William R.), Campanella, G. (Gianluca), Chadeau-Hyam, M. (Marc), Afzal, U. (Uzma), Ahluwalia, T.S. (Tarunveer Singh), Bonder, M.J. (Marc), Chen, P. (Ping), Dehghan, A. (Abbas), Edwards, T.L. (Todd L.), Esko, T. (Tõnu), Go, M.J. (Min Jin), Harris, S.E. (Sarah), Hartiala, J. (Jaana), Kasela, S. (Silva), Kasturiratne, A. (Anuradhani), Khor, C.C., Kleber, M.E. (Marcus), Li, H. (Huaixing), Mok, Z.Y. (Zuan Yu), Nakatochi, M. (Masahiro), Sapari, N.S. (Nur Sabrina), Saxena, R. (Richa), Stewart, A.F. (Alexandre F.), Stolk, L. (Lisette), Tabara, Y. (Yasuharu), Teh, A.L. (Ai Ling), Wu, Y. (Ying), Wu, J.-Y. (Jer-Yuarn), Zhang, Y. (Yi), Aits, I. (Imke), Da Silva Couto Alves, A. (Alexessander), Das, S. (Shikta), Dorajoo, R. (Rajkumar), CHopewell, J. (Jemma), Kim, Y.K. (Yun Kyoung), WKoivula, R. (Robert), Luan, J. (Jian'An), Lyytikäinen, L.-P. (Leo-Pekka), NNguyen, Q. (Quang), Pereira, M.A. (Mark A), Postmus, D. (Douwe), TRaitakari, O. (Olli), Scannell Bryan, M. (Molly), Scott, R.A. (Robert), Sorice, R., Tragante, V. (Vinicius), Traglia, M. (Michela), White, J. (Jon), Yamamoto, K. (Ken), Zhang, Y. (Yonghong), Adair, L.S. (Linda), Ahmed, A. (Alauddin), Akiyama, K. (Koichi), Asif, R. (Rasheed), Aung, T. (Tin), Barroso, I.E. (Inês), Bjonnes, A. (Andrew), Braun, T.R. (Timothy R.), Cai, H. (Hui), Chang, L.-C. (Li-Ching), Chen, C.-H., Cheng, C-Y. (Ching-Yu), Chong, Y.-S. (Yap-Seng), Collins, F.S. (Francis), Courtney, R. (Regina), Davies, G. (Gail), Delgado, G., Do, L.D. (Loi D.), Doevendans, P.A. (Pieter), Gansevoort, R.T. (Ron), Gao, Y. (Ying), Grammer, T.B. (Tanja B), Grarup, N. (Niels), Grewal, J. (Jagvir), Gu, D. (D.), SWander, G. (Gurpreet), Hartikainen, A.L., Hazen, S.L. (Stanley), He, J. (Jing), Heng, C.K. (Chew-Kiat), Hixso, E.J.A. (E. James Ames), Hofman, A. (Albert), Hsu, C. (Chris), Huang, W. (Wei), Husemoen, L.L.N. (Lise Lotte), Hwang, J.-Y. (Joo-Yeon), Ichihara, S. (Sahoko), Igase, M. (Michiya), Isono, M. (Masato), Justesen, J.M. (Johanne M.), Katsuya, T. (Tomohiro), GKibriya, M. (Muhammad), Kim, Y.J., Kishimoto, M. (Miyako), Koh, W.-P. (Woon-Puay), Kohara, K. (Katsuhiko), Kumari, M. (Meena), Kwek, K. (Kenneth), Lee, N.R. (Nanette), Lee, J. (Jeannette), Liao, J. (Jie), Lieb, W. (Wolfgang), Liewald, D.C.M. (David), Matsubara, T. (Tatsuaki), Matsushita, Y. (Yumi), Meitinger, T. (Thomas), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Mononen, K. (Kari), Müller-Nurasyid, M. (Martina), Nabika, T. (Toru), Nakashima, E. (Eitaro), Ng, H.K. (Hong Kiat), Nikus, K. (Kjell), Nutile, T., Ohkubo, T. (Takayoshi), Ohnaka, K. (Keizo), Parish, S. (Sarah), Paternoster, L. (Lavinia), Peng, H. (Hao), Peters, A. (Annette), TPham, S. (Son), Pinidiyapathirage, M.J. (Mohitha J.), Rahman, M. (Mahfuzar), Rakugi, H. (Hiromi), Rolandsson, O. (Olov), Rozario, M.A. (Michelle Ann), Ruggiero, D., Sala, C. (Cinzia), Sarju, R. (Ralhan), Shimokawa, K. (Kazuro), Snieder, H. (Harold), Sparsø, T. (Thomas), Spiering, W. (Wilko), Starr, J.M. (John), Stott, D.J. (David J.), OStram, D. (Daniel), Sugiyama, T. (Takao), Szymczak, S. (Silke), Tang, W.H.W. (W.H. Wilson), Tong, L. (Lin), Trompet, S. (Stella), Turjanmaa, V. (Väinö), Ueshima, H. (Hirotsugu), Uitterlinden, A.G. (André), Umemura, S. (Satoshi), Vaarasmaki, M. (Marja), Dam, R.M. (Rob Mvan), Gilst, W.H. (Wiek) van, Veldhuisen, D.J. (Dirk) van, Viikari, J. (Jorma), Waldenberger, M. (Melanie), Wang, Y. (Yiqin), Wang, A. (Aili), Wilson, R. (Rory), Wong, T.Y. (Tien Yin), Xiang, Y.-B. (Yong-Bing), Yamaguchi, S. (Shuhei), Ye, X. (Xingwang), Young, R. (Robin), Young, T.L. (Terri), Yuan, J.-M. (Jian-Min), Zhou, X. (Xueya), Asselbergs, F.W. (Folkert), Ciullo, M., Clarke, R. (Robert), Deloukas, P. (Panagiotis), Franke, A. (Andre), Paul, W.F. (W. Frank), Franks, S. (Steve), Friedlander, Y. (Yechiel), Gross, M.D. (Myron D.), Guo, Z. (Zhirong), Hansen, T. (T.), Jarvelin, M.-R. (Marjo-Riitta), Jørgensen, T. (Torben), Jukema, J.W. (Jan Wouter), Kähönen, M. (Mika), Kajio, H. (Hiroshi), Kivimaki, M. (Mika), Lee, J.-Y. (Jong-Young), Lehtimäki, T. (Terho), Linneberg, A. (Allan), Miki, T. (Tetsuro), Pedersen, O. (Oluf), Samani, N.J. (Nilesh), Sørensen, T.I.A. (Thorkild), Takayanagi, R. (Ryoichi), Toniolo, D. (Daniela), Ahsan, H. (Habibul), Allayee, H. (Hooman), Chen, Y.-T. (Yuan-Tsong), Danesh, J. (John), Deary, I.J. (Ian), Franco, O.H. (Oscar), Franke, L. (Lude), THeijman, B. (Bastiaan), Holbrook, J.D. (Joanna D.), Isaacs, A.J. (Aaron), Kim, B.-J. (Bong-Jo), Lin, X. (Xu), Liu, J. (Jianjun), März, W. (Winfried), Metspalu, A. (Andres), Mohlke, K.L. (Karen), Sangher, K., Harambir, D. (Dharambir), Shu, X.-O. (Xiao-Ou), Meurs, J.B.J. (Joyce) van, Vithana, E.N. (Eranga), Wickremasinghe, A.R. (Ananda), Wijmenga, C. (Cisca), Wolffenbuttel, B.H.W. (Bruce H.W.), Yokota, M. (Mitsuhiro), Zheng, W. (Wei), Zhu, D. (Dingliang), Vineis, P. (Paolo), Kyrtopoulos, S.A. (Soterios A.), Kleinjans, J.C.S. (Jos C.S.), McCarthy, M.I. (Mark), Soong, R. (Richie), Gieger, C. (Christian), Scott, J. (James), Teo, Y.Y. (Yik Ying), He, J. (Jiang), Elliott, P. (Paul), Tai, E.S. (Shyong), Harst, P. (Pim) van der, Kooner, J.S. (Jaspal S.), and Chambers, J.C. (John)

Abstract

We carried out a trans-ancestry genome-wide association and replication study of blood pressure phenotypes among up to 320,251 individuals of East Asian, European and South Asian ancestry. We find genetic variants at 12 new loci to be associated with blood pressure (P = 3.9 × 10 -11 to 5.0 × 10 -21). The sentinel blood pressure SNPs are enriched for association with DNA methylation at multiple nearby CpG sites, suggesting that, at some of the loci identified, DNA methylation may lie on the regulatory pathway linking sequence variation to blood pressure. The sentinel SNPs at the 12 new loci point to genes involved in vascular smooth muscle (IGFBP3, KCNK3, PDE3A and PRDM6) and renal (ARHGAP24, OSR1, SLC22A7 and TBX2) function. The new and known genetic variants predict increased left ventricular mass, circulating levels of NT-proBNP, and cardiovascular and all-cause mortality (P = 0.04 to 8.6 × 10 -6). Our results provide new evidence for the role of DNA methylation in blood pressure regulation.

Published
2015
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20. Genetic fine mapping and genomic annotation defines causal mechanisms at type 2 diabetes susceptibility loci

Author

Gaulton, K. (Kyle), Ferreira, T. (Teresa), Lee, Y. (Yeji), Raimondo, A. (Anne), Mägi, R. (Reedik), Reschen, M.E. (Michael E.), Mahajan, A. (Anubha), Locke, A. (Adam), Rayner, N.W. (Nigel William), Robertson, N.R. (Neil), Scott, R.A. (Robert), Prokopenko, I. (Inga), Scott, L.J. (Laura), Green, T. (Todd), Sparsø, T. (Thomas), Thuillier, D. (Dorothee), Yengo, L. (Loic), Grallert, H. (Harald), Wahl, S. (Simone), Frånberg, M. (Mattias), Strawbridge, R.J. (Rona), Kestler, H. (Hans), Chheda, H. (Himanshu), Eisele, L. (Lewin), Gustafsson, S. (Stefan), Steinthorsdottir, V. (Valgerdur), Thorleifsson, G. (Gudmar), Qi, L. (Lu), Karssen, L.C. (Lennart), Leeuwen, E.M. (Elisa) van, Willems, S.M. (Sara), Li, M. (Man), Chen, H. (Han), Fuchsberger, C. (Christian), Kwan, P. (Phoenix), Ma, C. (Clement), Linderman, M. (Michael), Lu, Y. (Yingchang), Thomsen, S.K. (Soren K.), Rundle, J.K. (Jana K.), Beer, N.L. (Nicola L.), Bunt, M. (Martijn) van de, Chalisey, A. (Anil), Kang, H.M. (Hyun Min), Voight, B.F. (Benjamin), Abecasis, G.R. (Gonçalo), Almgren, P. (Peter), Baldassarre, D. (Damiano), Balkau, B. (Beverley), Benediktsson, R. (Rafn), Blüher, M. (Matthias), Boeing, H. (Heiner), Bonnycastle, L.L. (Lori), Bottinger, E.P. (Erwin P.), Burtt, N.P. (Noël), Carey, J. (Jason), Charpentier, G. (Guillaume), Chines, P.S. (Peter), Cornelis, M. (Marilyn), Couper, D.J. (David J.), Crenshaw, A. (Andrew), Dam, R.M. (Rob) van, Doney, A.S.F. (Alex), Dorkhan, M. (Mozhgan), Edkins, T. (Ted), Eriksson, J.G. (Johan G.), Esko, T. (Tõnu), Eury, E. (Elodie), Fadista, J. (João), Flannick, J. (Jason), Fontanillas, P. (Pierre), Fox, C.S. (Caroline), Franks, P.W. (Paul W.), Gertow, K. (Karl), Gieger, C. (Christian), Gigante, B. (Bruna), Gottesman, R.F. (Rebecca), Grant, G.B. (George), Grarup, N. (Niels), Groves, C.J. (Christopher J.), Hassinen, M. (Maija), Have, C.T. (Christian T.), Herder, C. (Christian), Holmen, O.L. (Oddgeir), Hreidarsson, A.B. (Astradur), Humphries, S.E. (Steve E.), Hunter, D.J. (David J.), Jackson, A.U. (Anne), Jonsson, A. (Anna), Jørgensen, M.E. (Marit E.), Jørgensen, T. (Torben), Kao, W.H.L. (Wen), Kerrison, N.D. (Nicola D.), Kinnunen, L. (Leena), Klopp, N. (Norman), Kong, A. (Augustine), Kovacs, P. (Peter), Kraft, P. (Peter), Kravic, J. (Jasmina), Langford, C. (Cordelia), Leander, K. (Karin), Liang, L. (Liming), Lichtner, P. (Peter), Lindgren, C.M. (Cecilia M.), Lindholm, B. (Bengt), Linneberg, A. (Allan), Liu, C.-T. (Ching-Ti), Lobbens, S. (Stéphane), Luan, J. (Jian'fan), Lyssenko, V. (Valeriya), Männistö, S. (Satu), McLeod, O. (Olga), Meyer, J. (Jobst), Mihailov, E. (Evelin), Mirza, G. (Ghazala), Mühleisen, T.W. (Thomas), Müller-Nurasyid, M. (Martina), Navarro, C. (Carmen), Nöthen, M.M. (Markus), Oskolkov, N.N. (Nikolay N.), Owen, K.R. (Katharine), Palli, D. (Domenico), Pechlivanis, S. (Sonali), Peltonen, L. (Leena Johanna), Perry, J.R.B. (John), Platou, C.P. (Carl), Roden, M. (Michael), Ruderfer, D. (Douglas), Rybin, D. (Denis), Van Der Schouw, Y.T. (Yvonne T.), Sennblad, B. (Bengt), Sigurosson, G. (Gunnar), Stancáková, A. (Alena), Steinbach, D., Storm, P. (Petter), Strauch, K. (Konstantin), Stringham, H.M. (Heather), Sun, Q., Thorand, B. (Barbara), Tikkanen, E. (Emmi), Tönjes, A. (Anke), Trakalo, J. (Joseph), Tremoli, E. (Elena), Tuomi, T. (Tiinamaija), Wennauer, R. (Roman), Wiltshire, S. (Steven), Wood, A.R. (Andrew), Zeggini, E. (Eleftheria), Dunham, I. (Ian), Birney, E. (Ewan), Pasquali, L. (Lorenzo), Ferrer, J. (Jorge), Loos, R.J.F. (Ruth), Dupuis, J. (Josée), Florez, J.C. (Jose), Boerwinkle, E.A. (Eric), Pankow, J.S. (James), Duijn, C.M. (Cornelia) van, Sijbrands, E.J.G. (Eric), Meigs, J.B. (James B.), Hu, F.B. (Frank), Thorsteinsdottir, U. (Unnur), Zwart, J-A. (John-Anker), Lakka, T.A. (Timo), Rauramaa, R. (Rainer), Stumvoll, M. (Michael), Pedersen, N.L. (Nancy L.), Lind, L. (Lars), Keinanen-Kiukaanniemi, S. (Sirkka), Korpi-Hyövälti, E. (Eeva), Saaristo, T. (Timo), Saltevo, J. (Juha), Kuusisto, J. (Johanna), Laakso, M. (Markku), Metspalu, A. (Andres), Erbel, R. (Raimund), Jöckel, K.-H. (Karl-Heinz), Moebus, S. (Susanne), Ripatti, S. (Samuli), Salomaa, V. (Veikko), Ingelsson, E. (Erik), Boehm, B.O. (Bernhard), Bergman, R.N. (Richard N.), Collins, F.S. (Francis S.), Mohlke, K.L. (Karen L.), Koistinen, H. (Heikki), Tuomilehto, J. (Jaakko), Hveem, K. (Kristian), Njølstad, I. (Inger), Deloukas, P. (Panagiotis), Donnelly, P.J. (Peter J.), Frayling, T.M. (Timothy), Hattersley, A.T. (Andrew), Faire, U. (Ulf) de, Hamsten, A. (Anders), Illig, T. (Thomas), Peters, A. (Annette), Cauchi, S. (Stephane), Sladek, R. (Rob), Froguel, P. (Philippe), Hansen, T. (Torben), Pedersen, O. (Oluf), Morris, A.D. (Andrew), Palmer, C.N.A. (Collin N. A.), Kathiresan, S. (Sekar), Melander, O. (Olle), Nilsson, P.M. (Peter M.), Groop, L. (Leif), Barroso, I.E. (Inês), Langenberg, C. (Claudia), Wareham, N.J. (Nicholas J.), O'Callaghan, C.A. (Christopher A.), Gloyn, A.L. (Anna), Altshuler, D. (David), Boehnke, M. (Michael), Teslovich, T.M. (Tanya M.), McCarthy, M.I. (Mark), Morris, A.P. (Andrew), Gaulton, K. (Kyle), Ferreira, T. (Teresa), Lee, Y. (Yeji), Raimondo, A. (Anne), Mägi, R. (Reedik), Reschen, M.E. (Michael E.), Mahajan, A. (Anubha), Locke, A. (Adam), Rayner, N.W. (Nigel William), Robertson, N.R. (Neil), Scott, R.A. (Robert), Prokopenko, I. (Inga), Scott, L.J. (Laura), Green, T. (Todd), Sparsø, T. (Thomas), Thuillier, D. (Dorothee), Yengo, L. (Loic), Grallert, H. (Harald), Wahl, S. (Simone), Frånberg, M. (Mattias), Strawbridge, R.J. (Rona), Kestler, H. (Hans), Chheda, H. (Himanshu), Eisele, L. (Lewin), Gustafsson, S. (Stefan), Steinthorsdottir, V. (Valgerdur), Thorleifsson, G. (Gudmar), Qi, L. (Lu), Karssen, L.C. (Lennart), Leeuwen, E.M. (Elisa) van, Willems, S.M. (Sara), Li, M. (Man), Chen, H. (Han), Fuchsberger, C. (Christian), Kwan, P. (Phoenix), Ma, C. (Clement), Linderman, M. (Michael), Lu, Y. (Yingchang), Thomsen, S.K. (Soren K.), Rundle, J.K. (Jana K.), Beer, N.L. (Nicola L.), Bunt, M. (Martijn) van de, Chalisey, A. (Anil), Kang, H.M. (Hyun Min), Voight, B.F. (Benjamin), Abecasis, G.R. (Gonçalo), Almgren, P. (Peter), Baldassarre, D. (Damiano), Balkau, B. (Beverley), Benediktsson, R. (Rafn), Blüher, M. (Matthias), Boeing, H. (Heiner), Bonnycastle, L.L. (Lori), Bottinger, E.P. (Erwin P.), Burtt, N.P. (Noël), Carey, J. (Jason), Charpentier, G. (Guillaume), Chines, P.S. (Peter), Cornelis, M. (Marilyn), Couper, D.J. (David J.), Crenshaw, A. (Andrew), Dam, R.M. (Rob) van, Doney, A.S.F. (Alex), Dorkhan, M. (Mozhgan), Edkins, T. (Ted), Eriksson, J.G. (Johan G.), Esko, T. (Tõnu), Eury, E. (Elodie), Fadista, J. (João), Flannick, J. (Jason), Fontanillas, P. (Pierre), Fox, C.S. (Caroline), Franks, P.W. (Paul W.), Gertow, K. (Karl), Gieger, C. (Christian), Gigante, B. (Bruna), Gottesman, R.F. (Rebecca), Grant, G.B. (George), Grarup, N. (Niels), Groves, C.J. (Christopher J.), Hassinen, M. (Maija), Have, C.T. (Christian T.), Herder, C. (Christian), Holmen, O.L. (Oddgeir), Hreidarsson, A.B. (Astradur), Humphries, S.E. (Steve E.), Hunter, D.J. (David J.), Jackson, A.U. (Anne), Jonsson, A. (Anna), Jørgensen, M.E. (Marit E.), Jørgensen, T. (Torben), Kao, W.H.L. (Wen), Kerrison, N.D. (Nicola D.), Kinnunen, L. (Leena), Klopp, N. (Norman), Kong, A. (Augustine), Kovacs, P. (Peter), Kraft, P. (Peter), Kravic, J. (Jasmina), Langford, C. (Cordelia), Leander, K. (Karin), Liang, L. (Liming), Lichtner, P. (Peter), Lindgren, C.M. (Cecilia M.), Lindholm, B. (Bengt), Linneberg, A. (Allan), Liu, C.-T. (Ching-Ti), Lobbens, S. (Stéphane), Luan, J. (Jian'fan), Lyssenko, V. (Valeriya), Männistö, S. (Satu), McLeod, O. (Olga), Meyer, J. (Jobst), Mihailov, E. (Evelin), Mirza, G. (Ghazala), Mühleisen, T.W. (Thomas), Müller-Nurasyid, M. (Martina), Navarro, C. (Carmen), Nöthen, M.M. (Markus), Oskolkov, N.N. (Nikolay N.), Owen, K.R. (Katharine), Palli, D. (Domenico), Pechlivanis, S. (Sonali), Peltonen, L. (Leena Johanna), Perry, J.R.B. (John), Platou, C.P. (Carl), Roden, M. (Michael), Ruderfer, D. (Douglas), Rybin, D. (Denis), Van Der Schouw, Y.T. (Yvonne T.), Sennblad, B. (Bengt), Sigurosson, G. (Gunnar), Stancáková, A. (Alena), Steinbach, D., Storm, P. (Petter), Strauch, K. (Konstantin), Stringham, H.M. (Heather), Sun, Q., Thorand, B. (Barbara), Tikkanen, E. (Emmi), Tönjes, A. (Anke), Trakalo, J. (Joseph), Tremoli, E. (Elena), Tuomi, T. (Tiinamaija), Wennauer, R. (Roman), Wiltshire, S. (Steven), Wood, A.R. (Andrew), Zeggini, E. (Eleftheria), Dunham, I. (Ian), Birney, E. (Ewan), Pasquali, L. (Lorenzo), Ferrer, J. (Jorge), Loos, R.J.F. (Ruth), Dupuis, J. (Josée), Florez, J.C. (Jose), Boerwinkle, E.A. (Eric), Pankow, J.S. (James), Duijn, C.M. (Cornelia) van, Sijbrands, E.J.G. (Eric), Meigs, J.B. (James B.), Hu, F.B. (Frank), Thorsteinsdottir, U. (Unnur), Zwart, J-A. (John-Anker), Lakka, T.A. (Timo), Rauramaa, R. (Rainer), Stumvoll, M. (Michael), Pedersen, N.L. (Nancy L.), Lind, L. (Lars), Keinanen-Kiukaanniemi, S. (Sirkka), Korpi-Hyövälti, E. (Eeva), Saaristo, T. (Timo), Saltevo, J. (Juha), Kuusisto, J. (Johanna), Laakso, M. (Markku), Metspalu, A. (Andres), Erbel, R. (Raimund), Jöckel, K.-H. (Karl-Heinz), Moebus, S. (Susanne), Ripatti, S. (Samuli), Salomaa, V. (Veikko), Ingelsson, E. (Erik), Boehm, B.O. (Bernhard), Bergman, R.N. (Richard N.), Collins, F.S. (Francis S.), Mohlke, K.L. (Karen L.), Koistinen, H. (Heikki), Tuomilehto, J. (Jaakko), Hveem, K. (Kristian), Njølstad, I. (Inger), Deloukas, P. (Panagiotis), Donnelly, P.J. (Peter J.), Frayling, T.M. (Timothy), Hattersley, A.T. (Andrew), Faire, U. (Ulf) de, Hamsten, A. (Anders), Illig, T. (Thomas), Peters, A. (Annette), Cauchi, S. (Stephane), Sladek, R. (Rob), Froguel, P. (Philippe), Hansen, T. (Torben), Pedersen, O. (Oluf), Morris, A.D. (Andrew), Palmer, C.N.A. (Collin N. A.), Kathiresan, S. (Sekar), Melander, O. (Olle), Nilsson, P.M. (Peter M.), Groop, L. (Leif), Barroso, I.E. (Inês), Langenberg, C. (Claudia), Wareham, N.J. (Nicholas J.), O'Callaghan, C.A. (Christopher A.), Gloyn, A.L. (Anna), Altshuler, D. (David), Boehnke, M. (Michael), Teslovich, T.M. (Tanya M.), McCarthy, M.I. (Mark), and Morris, A.P. (Andrew)

Abstract

We performed fine mapping of 39 established type 2 diabetes (T2D) loci in 27,206 cases and 57,574 controls of European ancestry. We identified 49 distinct association signals at these loci, including five mapping in or near KCNQ1. 'Credible sets' of the variants most likely to drive each distinct signal mapped predominantly to noncoding sequence, implying that association with T2D is mediated through gene regulation. Credible set variants were enriched for overlap with FOXA2 chromatin immunoprecipitation binding sites in human islet and liver cells, including at MTNR1B, where fine mapping implicated rs10830963 as driving T2D association. We confirmed that the T2D risk allele for this SNP increases FOXA2-bound enhancer activity in islet- and liver-derived cells. We observed allele-specific differences in NEUROD1 binding in islet-derived cells, consistent with evidence that the T2D risk allele increases islet MTNR1B expression. Our study demonstrates how integration of genetic and genomic information can define molecular mechanisms through which variants underlying association signals exert their effects on disease.

Published
2015
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21. Bayesian inference analyses of the polygenic architecture of rheumatoid arthritis

Author

Stahl, E. A., Wegmann, D., Trynka, G., Gutierrez Achury, J., Do, R., Voight, B. F., Kraft, P., Chen, R., Kallberg, H. J., F. A. S., Replication, D. G., Consortium, M. a., Genetics, M. I., Kathiresan, S., Wijmenga, C., Gregersen, P. K., Alfredsson, L., Siminovitch, K. A., Worthington, J., P. I. W., Raychaudhuri, S., Plenge, R. M., Voight, Bf, Scott, Lj, Steinthorsdottir, V, Morris, Ap, Dina, C, Welch, Rp, Zeggini, E, Huth, C, Aulchenko, Ys, Thorleifsson, G, Mcculloch, Lj, Ferreira, T, Grallert, H, Amin, N, Wu, G, Willer, Cj, Raychaudhuri, S, Mccarroll, Sa, Langenberg, C, Hofmann, Om, Dupuis, J, Qi, L, Segrè, Av, van Hoek, M, Navarro, P, Ardlie, K, Balkau, B, Benediktsson, R, Bennett, Aj, Blagieva, R, Boerwinkle, E, Bonnycastle, Ll, Boström, Kb, Bravenboer, B, Bumpstead, S, Burtt, Np, Charpentier, G, Chines, Ps, Cornelis, M, Couper, Dj, Crawford, G, Doney, As, Elliott, Ks, Elliott, Al, Erdos, Mr, Fox, Cs, Franklin, Cs, Ganser, M, Gieger, C, Grarup, N, Green, T, Griffin, S, Groves, Cj, Guiducci, C, Hadjadj, S, Hassanali, N, Herder, C, Isomaa, B, Jackson, Au, Johnson, Pr, Jørgensen, T, Kao, Wh, Klopp, N, Kong, A, Kraft, P, Kuusisto, J, Lauritzen, T, Li, M, Lieverse, A, Lindgren, Cm, Lyssenko, V, Marre, M, Meitinger, T, Midthjell, K, Morken, Ma, Narisu, N, Nilsson, P, Owen, Kr, Payne, F, Perry, Jr, Petersen, Ak, Platou, C, Proença, C, Prokopenko, I, Rathmann, W, Rayner, Nw, Robertson, Nr, Rocheleau, G, Roden, M, Sampson, Mj, Saxena, R, Shields, Bm, Shrader, P, Sigurdsson, G, Sparsø, T, Strassburger, K, Stringham, Hm, Sun, Q, Swift, Aj, Thorand, B, Tichet, J, Tuomi, T, van Dam RM, van Haeften TW, van Herpt, T, van Vliet Ostaptchouk JV, Walters, Gb, Weedon, Mn, Wijmenga, C, Witteman, J, Bergman, Rn, Cauchi, S, Collins, Fs, Gloyn, Al, Gyllensten, U, Hansen, T, Hide, Wa, Hitman, Ga, Hofman, A, Hunter, Dj, Hveem, K, Laakso, M, Mohlke, Kl, Morris, Ad, Palmer, Cn, Pramstaller, Pp, Rudan, I, Sijbrands, E, Stein, Ld, Tuomilehto, J, Uitterlinden, A, Walker, M, Wareham, Nj, Watanabe, Rm, Abecasis, Gr, Boehm, Bo, Campbell, H, Daly, Mj, Hattersley, At, Hu, Fb, Meigs, Jb, Pankow, Js, Pedersen, O, Wichmann, He, Barroso, I, Florez, Jc, Frayling, Tm, Groop, L, Sladek, R, Thorsteinsdottir, U, Wilson, Jf, Illig, T, Froguel, P, van Duijn CM, Stefansson, K, Altshuler, D, Boehnke, M, Mccarthy, Mi, Kathiresan, S, Williams, G, Nathan, Dm, Macrae, Ca, O'Donnell, Cj, Ardissino, D, Merlini, Pa, Berzuini, C, Bernardinelli, L, Peyvandi, F, Tubaro, M, Celli, P, Ferrario, M, Fetiveau, R, Marziliano, N, Casari, G, Galli, M, Ribichini, Flavio Luciano, Rossi, M, Bernardi, F, Zonzin, P, Piazza, A, Mannucci, Pm, Schwartz, Sm, Siscovick, Ds, Yee, J, Friedlander, Y, Elosua, R, Marrugat, J, Lucas, G, Subirana, I, Sala, J, Ramos, R, Salomaa, V, Havulinna, As, Peltonen, L, Melander, O, Berglund, G, Hirschhorn, Jn, Asselta, R, Duga, S, Spreafico, M, Musunuru, K, Purcell, S, Surti, A, Gianniny, L, Mirel, D, Parkin, M, Burtt, N, Gabriel, Sb, Stahl, Ea, Wegmann, D, Trynka, G, Gutierrez achury, J, Do, R, Voight, Bf, Kraft, P, Che, R, Kallberg, H, Kurreeman, F, Diabetes Genetics Replication And Meta analysis Consortium: Myocardial Infarction Genetics, Consortium, Casari, GIORGIO NEVIO, Kathiresan, S, Wijmenga, C, Gregersen, Pk, Alfredsson, L, Siminovitch, Ka, Worthington, J, De Bakker, Pi, Raychaudhuri, S, Plenge, Rm, and Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI)

Subjects
Multifactorial Inheritance, SUSCEPTIBILITY LOCI, GENETIC SUSCEPTIBILITY, Genome-wide association study, Single-nucleotide polymorphism, Disease, HEART-DISEASE, Biology, VARIANTS, Polymorphism, Single Nucleotide, Article, Arthritis, Rheumatoid, COMMON SNPS, Missing heritability problem, MISSING HERITABILITY, Rheumatoid, Genetic model, Genetic predisposition, Diabetes Mellitus, Humans, genetics, Genetic Predisposition to Disease, Human height, Polymorphism, GENOME-WIDE ASSOCIATION, Arthritis, genetics, Bayes Theorem, Cardiovascular Diseases, genetics, Case-Control Studies, Celiac Disease, genetics, Diabetes Mellitus, Type 2, genetics, Genetic Loci, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Multifactorial Inheritance, Polymorphism, Single Nucleotide, Genetics, CELIAC-DISEASE, Bayes Theorem, RISK LOCI, Genetic architecture, Celiac Disease, Diabetes Mellitus, Type 2, Cardiovascular Diseases, Genetic Loci, Case-Control Studies, HUMAN HEIGHT, Genome-Wide Association Study
Abstract

The genetic architectures of common, complex diseases are largely uncharacterized. We modeled the genetic architecture underlying genome-wide association study (GWAS) data for rheumatoid arthritis and developed a new method using polygenic risk-score analyses to infer the total liability-scale variance explained by associated GWAS SNPs. Using this method, we estimated that, together, thousands of SNPs from rheumatoid arthritis GWAS explain an additional 20% of disease risk (excluding known associated loci). We further tested this method on datasets for three additional diseases and obtained comparable estimates for celiac disease (43% excluding the major histocompatibility complex), myocardial infarction and coronary artery disease (48%) and type 2 diabetes (49%). Our results are consistent with simulated genetic models in which hundreds of associated loci harbor common causal variants and a smaller number of loci harbor multiple rare causal variants. These analyses suggest that GWAS will continue to be highly productive for the discovery of additional susceptibility loci for common diseases.

Published
2012

22. Genome-wide association identifies nine common variants associated with fasting proinsulin levels and provides new insights into the pathophysiology of type 2 diabetes

Author

Strawbridge, Rj, Dupuis, J, Prokopenko, I, Barker, A, Ahlqvist, E, Rybin, D, Petrie, Jr, Travers, Me, Bouatia Naji, N, Dimas, As, Nica, A, Wheeler, E, Chen, H, Voight, Bf, Taneera, J, Kanoni, S, Peden, Jf, Turrini, F, Gustafsson, S, Zabena, C, Almgren, P, Barker, Dj, Barnes, D, Dennison, Em, Eriksson, Jg, Eriksson, P, Eury, E, Folkersen, L, Fox, Cs, Frayling, Tm, Goel, A, Gu, Hf, Horikoshi, M, Isomaa, B, Jackson, Au, Jameson, Ka, Kajantie, E, Kerr Conte, J, Kuulasmaa, T, Kuusisto, J, Loos, Rj, Luan, J, Makrilakis, K, Manning, Ak, Martínez Larrad MT, Narisu, N, Nastase Mannila, M, Ohrvik, J, Osmond, C, Pascoe, L, Payne, F, Sayer, Aa, Sennblad, B, Silveira, A, Stancáková, A, Stirrups, K, Swift, Aj, Syvänen, Ac, Tuomi, T, van 't Hooft FM, Walker, M, Weedon, Mn, Xie, W, Zethelius, B, Diagram, Consortium, Giant, Consortium, Muther, Consortium, Cardiogram, Consortium, C4d, Consortium, Ongen, H, Mälarstig, A, Hopewell, Jc, Saleheen, D, Chambers, J, Parish, S, Danesh, J, Kooner, J, Ostenson, Cg, Lind, L, Cooper, Cc, Serrano Ríos, M, Ferrannini, E, Forsen, Tj, Clarke, R, Franzosi, Mg, Seedorf, U, Watkins, H, Froguel, P, Johnson, P, Deloukas, P, Collins, Fs, Laakso, M, Dermitzakis, Et, Boehnke, M, Mccarthy, Mi, Wareham, Nj, Groop, L, Pattou, F, Gloyn, Al, Dedoussis, Gv, Lyssenko, V, Meigs, Jb, Barroso, I, Watanabe, Rm, Ingelsson, E, Langenberg, C, Hamsten, A, Voight BF, Florez J. C., Scott, Lj, Steinthorsdottir, V, Morris, Ap, Dina, C, Welch, Rp, Zeggini, E, Huth, C, Aulchenko, Ys, Thorleifsson, G, Mcculloch, Lj, Ferreira, T, Grallert, H, Amin, N, Wu, G, Willer, Cj, Raychaudhuri, S, Mccarroll, Sa, Hofmann, Om, Qi, L, Segrè, Av, van Hoek, M, Navarro, P, Ardlie, K, Balkau, B, Benediktsson, R, Bennett, Aj, Blagieva, R, Boerwinkle, E, Bonnycastle, Ll, Bengtsson Boström, K, Bravenboer, B, Bumpstead, S, Burtt, P, Charpentier, G, Chines, Ps, Cornelis, M, Couper, Dj, Crawford, G, Doney, As, Elliott, Ks, Elliott, Al, Erdos, Mr, Franklin, Cs, Gieger, C, Grarup, N, Green, T, Griffin, S, Groves, Cj, Guiducci, C, Hadjadj, S, Hassanali, N, Herder, C, Johnson, Pr, Jørgensen, T, Kao, Wh, Klopp, N, Kong, A, Kraft, P, Lauritzen, T, Li, M, Lieverse, A, Lindgren, Cm, Marre, M, Meitinger, T, Midthjell, K, Morken, Ma, Nilsson, P, Owen, Kr, Perry, Jr, Petersen, K, Platou, C, Proença, C, Rathmann, W, William Rayner, N, Robertson, Nr, Rocheleau, G, Roden, M, Sampson, Mj, Saxena, R, Shields, Bm, Shrader, P, Sigurdsson, G, Sparsø, T, Strassburger, K, Stringham, Hm, Sun, Q, Thorand, B, Tichet, J, van Dam RM, van Haeften TW, van Herpt, T, van Vliet JV, Bragi Walters, G, Wijmenga, C, Witteman, J, Bergman, Rn, Cauchi, S, Gyllensten, U, Hansen, T, Hide, Wa, Hitman, Ga, Hofman, A, Hunter, Dj, Hveem, K, Mohlke, Kl, Morris, Ad, Palmer, Cn, Pramstaller, Pp, Rudan, I, Sijbrands, E, Stein, Ld, Tuomilehto, J, Uitterlinden, A, Abecasis, Gr, Boehm, Bo, Campbell, H, Daly, Mj, Hattersley, At, Hu, Fb, Pankow, Js, Pedersen, O, Wichmann, E, Florez, Jc, Sladek, R, Thorsteinsdottir, U, Wilson, Jf, Illig, T, Stefansson, K, Altshuler, D, Speliotes, Ek, Berndt, Si, Monda, Kl, Allen, Hl, Mägi, R, Randall, Jc, Vedantam, S, Winkler, Tw, Workalemahu, T, Heid, Im, Wood, Ar, Weyant, Rj, Estrada, K, Liang, L, Nemesh, J, Park, Jh, Kilpeläinen, To, Yang, J, Esko, T, Feitosa, Mf, Kutalik, Z, Mangino, M, Scherag, A, Smith, Av, Welch, R, Zhao, Jh, Aben, Kk, Absher, Dm, Dixon, Al, Fisher, E, Glazer, Nl, Goddard, Me, Heard Costa NL, Hoesel, V, Hottenga, Jj, Johansson, Å, Johnson, T, Ketkar, S, Lamina, C, Li, S, Moffatt, Mf, Myers, Rh, Peters, Mj, Preuss, M, Ripatti, S, Rivadeneira, F, Sandholt, C, Timpson, Nj, Tyrer, Jp, van Wingerden, S, White, Cc, Wiklund, F, Barlassina, C, Chasman, Di, Cooper, Mn, Jansson, Jo, Lawrence, Rw, Pellikka, N, Shi, J, Thiering, E, Alavere, H, Alibrandi, Mt, Arnold, Am, Aspelund, T, Atwood, Ld, Balmforth, Aj, Ben Shlomo, Y, Bergmann, S, Biebermann, H, Blakemore, Ai, Boes, T, Bornstein, Sr, Brown, Mj, Buchanan, Ta, Busonero, F, Cappuccio, Fp, Cavalcanti Proença, C, Ida Chen YD, Chen, Cm, Coin, L, Connell, J, Day, In, den Heijer, M, Duan, J, Ebrahim, S, Elliott, P, Elosua, R, Eiriksdottir, G, Facheris, Mf, Felix, Sb, Fischer Posovszky, P, Folsom, Ar, Friedrich, N, Freimer, Nb, Fu, M, Gaget, S, Gejman, Pv, Geus, Ej, Gjesing, Ap, Goyette, P, Grässler, J, Greenawalt, Dm, Gudnason, V, Hartikainen, Al, Hall, As, Havulinna, As, Hayward, C, Heath, Ac, Hengstenberg, C, Hicks, Aa, Hinney, A, Homuth, G, Hui, J, Igl, W, Iribarren, C, Jacobs, Kb, Jarick, I, Jewell, E, John, U, Jousilahti, P, Jula, A, Kaakinen, M, Kaplan, Lm, Kathiresan, S, Kettunen, J, Kinnunen, L, Knowles, Jw, Kolcic, I, König, Ir, Koskinen, S, Kovacs, P, Kvaløy, K, Laitinen, J, Lantieri, O, Lanzani, C, Launer, Lj, Lecoeur, C, Terho, L, Lettre, G, Liu, J, Lokki, Ml, Lorentzon, M, Luben, Rn, Ludwig, B, Magic, Manunta, P, Marek, D, Martin, Ng, Mcardle, Wl, Mccarthy, A, Mcknight, B, Melander, O, Meyre, D, Montgomery, Gw, Mulic, R, Ngwa, Js, Nelis, M, Neville, Mj, Nyholt, Dr, O'Donnell, Cj, O'Rahilly, S, Ong, Kk, Oostra, B, Paré, G, Parker, An, Perola, M, Pichler, I, Pietiläinen, Kh, Platou, Cg, Polasek, O, Pouta, A, Rafelt, S, Raitakari, O, Rayner, Nw, Ridderstråle, M, Rief, W, Ruokonen, A, Rzehak, P, Salomaa, V, Sanders, Ar, Sandhu, Ms, Sanna, S, Saramies, J, Savolainen, Mj, Scherag, S, Schipf, S, Schreiber, S, Schunkert, H, Silander, K, Sinisalo, J, Siscovick, Ds, Smit, Jh, Soranzo, N, Sovio, U, Stephens, J, Surakka, I, Tammesoo, Ml, Tardif, Jc, Teder Laving, M, Teslovich, Tm, Thompson, Jr, Thomson, B, Tönjes, A, van Meurs JB, van Ommen GJ, Vatin, V, Viikari, J, Visvikis Siest, S, Vitart, V, Vogel, Ci, Waite, Ll, Wallaschofski, H, Walters, Gb, Widen, E, Wiegand, S, Wild, Sh, Willemsen, G, Witte, Dr, Witteman, Jc, Xu, J, Zhang, Q, Zgaga, L, Ziegler, A, Zitting, P, Beilby, Jp, Farooqi, Is, Hebebrand, J, Huikuri, Hv, James, Al, Kähönen, M, Levinson, Df, Macciardi, F, Nieminen, Ms, Ohlsson, C, Palmer, Lj, Ridker, Pm, Stumvoll, M, Beckmann, Js, Boeing, H, Dorret, I. B., Caulfield, Mj, Chanock, Sj, Cupples, La, Smith, Gd, Erdmann, J, Grönberg, H, Hall, P, Harris, Tb, Hayes, Rb, Heinrich, J, Jarvelin, Mr, Kaprio, J, Karpe, F, Khaw, Kt, Kiemeney, La, Krude, H, Lawlor, Da, Metspalu, A, Munroe, Pb, Ouwehand, Wh, Penninx, Bw, Peters, A, Quertermous, T, Reinehr, T, Rissanen, A, Samani, Nj, Schwarz, Pe, Shuldiner, Ar, Spector, Td, Uda, M, Valle, Tt, Wabitsch, M, Waeber, G, Shaun, P, Eric, E. S., Peter, M. V., Assimes, Tl, Borecki, Ib, Groop, Lc, Haritunians, T, Kaplan, Rc, O'Connell, Jr, Peltonen, L, Schlessinger, D, Strachan, Dp, van Duijn CM, Barroso, H, North, Ke, Hirschhorn, Jn, Nica, Ac, Parts, L, Glass, D, Nisbet, J, Barrett, A, Sekowska, M, Travers, M, Potter, S, Grundberg, E, Small, K, Hedman, Åk, Bataille, V, Bell, Jt, Surdulescu, G, Ingle, C, Nestle, Fo, di Meglio, P, Min, Jl, Wilk, A, Hammond, Cj, Yang, Tp, Montgomery, Sb, Zondervan, Kt, Durbin, R, Ahmadi, K, Reilly, Mp, Holm, H, Stewart, Af, Barbalic, M, Absher, D, Aherrahrou, Z, Allayee, H, Anand, Ss, Andersen, K, Anderson, Jl, Ardissino, D, Ball, Sg, Barnes, Ta, Becker, Dm, Becker, Lc, Berger, K, Bis, Jc, Boekholdt, Sm, Braund, Ps, Burnett, Ms, Buysschaert, I, Cardiogenics, Carlquist, Jf, Chen, L, Cichon, S, Codd, V, Davies, Rw, Dedoussis, G, Dehghan, A, Demissie, S, Devaney, Jm, Diemert, P, Do, R, Doering, A, Eifert, S, El Mokhtari NE, Ellis, Sg, Engert, Jc, Epstein, Se, de Faire, U, Fischer, M, Freyer, J, Gigante, B, Girelli, Domenico, Gretarsdottir, S, Gulcher, Jr, Halperin, E, Hammond, N, Hazen, Sl, Horne, Bd, Jones, Gt, Jukema, Jw, Kaiser, Ma, Kastelein, Jj, Kolovou, G, Laaksonen, R, Lambrechts, D, Leander, K, Lieb, W, Loley, C, Lotery, Aj, Mannucci, Pm, Maouche, S, Martinelli, Nicola, Mckeown, Pp, Meisinger, C, Merlini, Pa, Mooser, V, Morgan, T, Mühleisen, Tw, Muhlestein, Jb, Münzel, T, Musunuru, K, Nahrstaedt, J, Nelson, Cp, Nöthen, Mm, Olivieri, Oliviero, Patel, Rs, Patterson, Cc, Peyvandi, F, Qu, L, Quyyumi, Aa, Rader, Dj, Rallidis, Ls, Rice, C, Rosendaal, Fr, Rubin, D, Sampietro, Ml, Schadt, E, Schäfer, A, Schillert, A, Schrezenmeir, J, Schwartz, Sm, Sivananthan, M, Sivapalaratnam, S, Smith, A, Smith, Tb, Snoep, Jd, Spertus, Ja, Stark, K, Stoll, M, Tang, Wh, Tennstedt, S, Thorgeirsson, G, Tomaszewski, M, Uitterlinden, Ag, van Rij AM, Wells, Ga, Wichmann, He, Wild, Ps, Willenborg, C, Wright, Bj, Ye, S, Zeller, T, Cambien, F, Goodall, Ah, März, W, Blankenberg, S, Roberts, R, Mcpherson, R, Nilesh, J. S., Medical Research Council (MRC), Nica, Alexandra, Ongen, Halit, Dermitzakis, Emmanouil, ACS - Amsterdam Cardiovascular Sciences, Cardiology, Vascular Medicine, Biological Psychology, EMGO+ - Lifestyle, Overweight and Diabetes, Scherag, Andre (Beitragende*r), Hinney, Anke (Beitragende*r), Scherag, S. (Beitragende*r), Vogel, C (Beitragende*r), Hebebrand, Johannes (Beitragende*r), University of Groningen, Wheeler, Eleanor [0000-0002-8616-6444], Barnes, Daniel [0000-0002-3781-7570], Luan, Jian'an [0000-0003-3137-6337], Johnson, Kathleen [0000-0002-6823-3252], Danesh, John [0000-0003-1158-6791], Wareham, Nicholas [0000-0003-1422-2993], Barroso, Ines [0000-0001-5800-4520], Langenberg, Claudia [0000-0002-5017-7344], and Apollo - University of Cambridge Repository

Subjects
Male, Netherlands Twin Register (NTR), endocrine system diseases, Endocrinology, Diabetes and Metabolism, medicine.medical_treatment, Medizin, Genome-wide association study, Type 2 diabetes, CORONARY HEART-DISEASE, Fasting/blood, 0302 clinical medicine, Insulin, Glucose homeostasis, ddc:576.5, Genome-wide, Diabetes Mellitus, Type 2/blood/genetics/metabolism, CARDIoGRAM Consortium, POPULATION, Proinsulin, RISK, Genetics, 0303 health sciences, INSULIN SENSITIVITY, 11 Medical And Health Sciences, Fasting, Polymorphism, Single Nucleotide/genetics, OBESITY, Female, type 2 diabetes, Life Sciences & Biomedicine, hormones, hormone substitutes, and hormone antagonists, Insulin processing, Adult, medicine.medical_specialty, endocrine system, ENDOCRINOLOGY & METABOLISM, SUSCEPTIBILITY LOCI, Genotype, 030209 endocrinology & metabolism, DIAGRAM Consortium, Biology, C4D Consortium, Polymorphism, Single Nucleotide, Molecular epidemiology [NCEBP 1], 03 medical and health sciences, Insulin resistance, BETA-CELL FUNCTION, SDG 3 - Good Health and Well-being, Internal medicine, GIANT Consortium, Internal Medicine, medicine, Humans, METAANALYSIS, 030304 developmental biology, Science & Technology, Genome, Human, Hormonal regulation [IGMD 6], Genetic Variation, nutritional and metabolic diseases, proinsulin, medicine.disease, Proinsulin/blood, TCF7L2, Endocrinology, Diabetes Mellitus, Type 2, MuTHER Consortium, GLUCOSE-HOMEOSTASIS, Insulin/blood
Abstract

OBJECTIVE Proinsulin is a precursor of mature insulin and C-peptide. Higher circulating proinsulin levels are associated with impaired β-cell function, raised glucose levels, insulin resistance, and type 2 diabetes (T2D). Studies of the insulin processing pathway could provide new insights about T2D pathophysiology. RESEARCH DESIGN AND METHODS We have conducted a meta-analysis of genome-wide association tests of ∼2.5 million genotyped or imputed single nucleotide polymorphisms (SNPs) and fasting proinsulin levels in 10,701 nondiabetic adults of European ancestry, with follow-up of 23 loci in up to 16,378 individuals, using additive genetic models adjusted for age, sex, fasting insulin, and study-specific covariates. RESULTS Nine SNPs at eight loci were associated with proinsulin levels (P < 5 × 10−8). Two loci (LARP6 and SGSM2) have not been previously related to metabolic traits, one (MADD) has been associated with fasting glucose, one (PCSK1) has been implicated in obesity, and four (TCF7L2, SLC30A8, VPS13C/C2CD4A/B, and ARAP1, formerly CENTD2) increase T2D risk. The proinsulin-raising allele of ARAP1 was associated with a lower fasting glucose (P = 1.7 × 10−4), improved β-cell function (P = 1.1 × 10−5), and lower risk of T2D (odds ratio 0.88; P = 7.8 × 10−6). Notably, PCSK1 encodes the protein prohormone convertase 1/3, the first enzyme in the insulin processing pathway. A genotype score composed of the nine proinsulin-raising alleles was not associated with coronary disease in two large case-control datasets. CONCLUSIONS We have identified nine genetic variants associated with fasting proinsulin. Our findings illuminate the biology underlying glucose homeostasis and T2D development in humans and argue against a direct role of proinsulin in coronary artery disease pathogenesis.

Published
2011

23. Erratum: New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk (Nature Genetics (2010) 42 (105-116))

Author

Dupuis, J, Langenberg, C, Prokopenko, I, Saxena, R, Soranzo, N, Jackson, AU, Wheeler, E, Glazer, NL, Bouatia-Naji, N, Gloyn, AL, Lindgren, CM, Mägi, R, Morris, AP, Randall, J, Johnson, T, Elliott, P, Rybin, D, Thorleifsson, G, Steinthorsdottir, V, Henneman, P, Grallert, H, Dehghan, A, Hottenga, JJ, Franklin, CS, Navarro, P, Song, K, Goel, A, Perry, JRB, Egan, JM, Lajunen, T, Grarup, N, Sparsø, T, Doney, A, Voight, BF, Stringham, HM, Li, M, Kanoni, S, Shrader, P, Cavalcanti-Proença, C, Kumari, M, Qi, L, Timpson, NJ, Gieger, C, Zabena, C, Rocheleau, G, Ingelsson, E, An, P, O'Connell, J, Luan, J, Elliott, A, McCarroll, SA, Payne, F, Roccasecca, RM, Pattou, F, Sethupathy, P, Ardlie, K, Ariyurek, Y, Balkau, B, Barter, P, Beilby, JP, Ben-Shlomo, Y, Benediktsson, R, Bennett, AJ, Bergmann, S, Bochud, M, Boerwinkle, E, Bonnefond, A, Bonnycastle, LL, Borch-Johnsen, K, Böttcher, Y, Brunner, E, Bumpstead, SJ, Charpentier, G, Chen, Y-DI, Chines, P, Clarke, R, Coin, LJM, Cooper, MN, Cornelis, M, Crawford, G, Crisponi, L, Day, INM, De Geus, EJC, Delplanque, J, Dina, C, Erdos, MR, Fedson, AC, Fischer-Rosinsky, A, Forouhi, NG, Fox, CS, Frants, R, Franzosi, MG, Galan, P, Goodarzi, MO, Graessler, J, Groves, CJ, Grundy, S, Gwilliam, R, Gyllensten, U, Hadjadj, S, Hallmans, G, Hammond, N, Han, X, Hartikainen, A-L, Hassanali, N, Hayward, C, Heath, SC, Hercberg, S, Herder, C, Hicks, AA, Hillman, DR, Hingorani, AD, Hofman, A, Hui, J, Hung, J, Isomaa, B, Johnson, PRV, Jørgensen, T, Jula, A, Kaakinen, M, Kaprio, J, Kesaniemi, YA, Kivimaki, M, Knight, B, Koskinen, S, Kovacs, P, Kyvik, KO, Lathrop, GM, Lawlor, DA, Le Bacquer, O, Lecoeur, C, Li, Y, Lyssenko, V, Mahley, R, Mangino, M, Manning, AK, Martínez-Larrad, MT, McAteer, JB, McCulloch, LJ, McPherson, R, Meisinger, C, Melzer, D, Meyre, D, Mitchell, BD, Morken, MA, Mukherjee, S, Naitza, S, Narisu, N, Neville, MJ, Oostra, BA, Orr, M, Pakyz, R, Palmer, CNA, Paolisso, G, Pattaro, C, Pearson, D, Peden, JF, Pedersen, NL, Perola, M, Pfeiffer, AFH, Pichler, I, Polasek, O, Posthuma, D, Potter, SC, Pouta, A, Province, MA, Psaty, BM, Rathmann, W, Rayner, NW, Rice, K, Ripatti, S, Rivadeneira, F, Roden, M, Rolandsson, O, Sandbaek, A, Sandhu, M, Sanna, S, Sayer, AA, Scheet, P, Scott, LJ, Seedorf, U, Sharp, SJ, Shields, B, Sigursson, G, Sijbrands, EJG, Silveira, A, Simpson, L, Singleton, A, Smith, NL, Sovio, U, Swift, A, Syddall, H, Syvänen, A-C, Tanaka, T, Thorand, B, Tichet, J, Tönjes, A, Tuomi, T, Uitterlinden, AG, Van Dijk, KW, Van Hoek, M, Varma, D, Visvikis-Siest, S, Vitart, V, Vogelzangs, N, Waeber, G, Wagner, PJ, Walley, A, Walters, GB, Ward, KL, Watkins, H, Weedon, MN, Wild, SH, Willemsen, G, Witteman, JCM, Yarnell, JWG, Zeggini, E, Zelenika, D, Zethelius, B, Zhai, G, Zhao, JH, Zillikens, MC, Consortium, D, Consortium, G, Consortium, GB, Borecki, IB, Loos, RJF, Meneton, P, Magnusson, PKE, Nathan, DM, Williams, GH, Hattersley, AT, Silander, K, Salomaa, V, Smith, GD, Bornstein, SR, Schwarz, P, Spranger, J, Karpe, F, Shuldiner, AR, Cooper, C, Dedoussis, GV, Serrano-Ríos, M, Morris, AD, Lind, L, Palmer, LJ, Hu, FB, Franks, PW, Ebrahim, S, Marmot, M, Kao, WHL, Pankow, JS, Sampson, MJ, Kuusisto, J, Laakso, M, Hansen, T, Pedersen, O, Pramstaller, PP, Wichmann, HE, Illig, T, Rudan, I, Wright, AF, Stumvoll, M, Campbell, H, Wilson, JF, Hamsten, A, Bergman, RN, Buchanan, TA, Collins, FS, Mohlke, KL, Tuomilehto, J, Valle, TT, Altshuler, D, Rotter, JI, Siscovick, DS, Penninx, BWJH, Boomsma, DI, Deloukas, P, Spector, TD, Frayling, TM, Ferrucci, L, Kong, A, Thorsteinsdottir, U, Stefansson, K, Van Duijn, CM, Aulchenko, YS, Cao, A, Scuteri, A, Schlessinger, D, Uda, M, Ruokonen, A, Jarvelin, M-R, Waterworth, DM, Vollenweider, P, Peltonen, L, Mooser, V, Abecasis, GR, Wareham, NJ, Sladek, R, Froguel, P, Watanabe, RM, Meigs, JB, Groop, L, Boehnke, M, McCarthy, MI, Florez, JC, and Barroso, I

Published
2010

24. Whole-Exome Sequencing of 2,000 Danish Individuals and the Role of Rare Coding Variants in Type 2 Diabetes

Author

Lohmueller, KE, Lohmueller, KE, Sparsø, T, Li, Q, Andersson, E, Korneliussen, T, Albrechtsen, A, Banasik, K, Grarup, N, Hallgrimsdottir, I, Kiil, K, Kilpeläinen, TO, Krarup, NT, Pers, TH, Sanchez, G, Hu, Y, Degiorgio, M, Jørgensen, T, Sandbæk, A, Lauritzen, T, Brunak, S, Kristiansen, K, Li, Y, Hansen, T, Wang, J, Nielsen, R, Pedersen, O, Lohmueller, KE, Lohmueller, KE, Sparsø, T, Li, Q, Andersson, E, Korneliussen, T, Albrechtsen, A, Banasik, K, Grarup, N, Hallgrimsdottir, I, Kiil, K, Kilpeläinen, TO, Krarup, NT, Pers, TH, Sanchez, G, Hu, Y, Degiorgio, M, Jørgensen, T, Sandbæk, A, Lauritzen, T, Brunak, S, Kristiansen, K, Li, Y, Hansen, T, Wang, J, Nielsen, R, and Pedersen, O

Published
2014

25. A genome-wide approach accounting for body mass index identifies genetic variants influencing fasting glycemic traits and insulin resistance.

Author

DIAbetes Genetics Replication And Meta-analysis (DIAGRAM) Consortium, Multiple Tissue Human Expression Resource (MUTHER) Consortium, Ahmadi, K.R., Ainali, C., Barrett, A., Bataille, V., Bell, J.T., Buil, A., Deloukas, P., Dermitzakis, E.T., Dimas, A.S., Durbin, R., Glass, D., Grundberg, E., Hassanali, N., Hedman, Å.K., Ingle, C., Knowles, D., Krestyaninova, M., Lindgren, C.M., Lowe, C.E., McCarthy, M.I., Meduri, E., di Meglio, P., Min, J.L., Montgomery, S.B., Nestle, F.O., Nica, A.C., Nisbet, J., O'Rahilly, S., Parts, L., Potter, S., Sekowska, M., Shin, S.Y., Small, K.S., Soranzo, N., Spector, T.D., Surdulescu, G., Travers, M.E., Tsaprouni, L., Tsoka, S., Wilk, A., Yang, T.P., Zondervan, K.T., Voight, B.F., Scott, L.J., Steinthorsdottir, V., Morris, A.P., Dina, C., Welch, R.P., Zeggini, E., Huth, C., Aulchenko, Y.S., Thorleifsson, G., McCulloch, L.J., Ferreira, T., Grallert, H., Amin, N., Wu, G., Willer, C.J., Raychaudhuri, S., McCarroll, S.A., Langenberg, C., Hofmann, O.M., Dupuis, J., Qi, L., Segrè, A.V., van Hoek, M., Navarro, P., Ardlie, K., Balkau, B., Benediktsson, R., Bennett, A.J., Blagieva, R., Boerwinkle, E., Bonnycastle, L.L., Boström, K.B., Bravenboer, B., Bumpstead, S., Burtt, N.P., Charpentier, G., Chines, P.S., Cornelis, M., Couper, D.J., Crawford, G., Doney, A.S., Elliott, K.S., Elliott, A.L., Erdos, M.R., Fox, C.S., Franklin, C.S., Ganser, M., Gieger, C., Grarup, N., Green, T., Griffin, S., Groves, C.J., Guiducci, C., Hadjadj, S., Herder, C., Isomaa, B., Jackson, A.U., Johnson, P.R., Jørgensen, T., Kao, W.H., Klopp, N., Kong, A., Kraft, P., Kuusisto, J., Lauritzen, T., Li, M., Lieverse, A., Lyssenko, V., Marre, M., Meitinger, T., Midthjell, K., Morken, M.A., Narisu, N., Nilsson, P., Owen, K.R., Payne, F., Perry, J.R., Petersen, A.K., Platou, C., Proença, C., Prokopenko, I., Rathmann, W., Rayner, N.W., Robertson, N.R., Rocheleau, G., Roden, M., Sampson, M.J., Saxena, R., Shields, B.M., Shrader, P., Sigurdsson, G., Sparsø, T., Strassburger, K., Stringham, H.M., Sun, Q., Swift, A.J., Thorand, B., Tichet, J., Tuomi, T., van Dam, R.M., van Haeften, T.W., van Herpt, T., van Vliet-Ostaptchouk, J.V., Walters, G.B., Weedon, M.N., Wijmenga, C., Witteman, J., Bergman, R.N., Cauchi, S., Collins, F.S., Gloyn, A.L., Gyllensten, U., Hansen, T., Hide, W.A., Hitman, G.A., Hofman, A., Hunter, D.J., Hveem, K., Laakso, M., Mohlke, K.L., Morris, A.D., Palmer, C.N., Pramstaller, P.P., Rudan, I., Sijbrands, E., Stein, L.D., Tuomilehto, J., Uitterlinden, A., Walker, M., Wareham, N.J., Watanabe, R.M., Abecasis, G.R., Boehm, B.O., Campbell, H., Daly, M.J., Hattersley, A.T., Hu, F.B., Meigs, J.B., Pankow, J.S., Pedersen, O., Wichmann, H.E., Barroso, I., Florez, J.C., Frayling, T.M., Groop, L., Sladek, R., Thorsteinsdottir, U., Wilson, J.F., Illig, T., Froguel, P., van Duijn, C.M., Stefansson, K., Altshuler, D., Boehnke, M., Manning, A.K., Hivert, M.F., Scott, R.A., Grimsby, J.L., Bouatia-Naji, N., Chen, H., Rybin, D., Liu, C.T., Bielak, L.F., Barnes, 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Vohl, M.C., Vollenweider, P., Waeber, G., Waterworth, D.M., Watkins, H., Wheeler, E., Widen, E., Wild, S.H., Willems, S.M., Willemsen, G., Witteman, J.C., Wright, A.F., Yaghootkar, H., Zelenika, D., Zemunik, T., Zgaga, L., DIAbetes Genetics Replication And Meta-analysis (DIAGRAM) Consortium, Multiple Tissue Human Expression Resource (MUTHER) Consortium, Ahmadi, K.R., Ainali, C., Barrett, A., Bataille, V., Bell, J.T., Buil, A., Deloukas, P., Dermitzakis, E.T., Dimas, A.S., Durbin, R., Glass, D., Grundberg, E., Hassanali, N., Hedman, Å.K., Ingle, C., Knowles, D., Krestyaninova, M., Lindgren, C.M., Lowe, C.E., McCarthy, M.I., Meduri, E., di Meglio, P., Min, J.L., Montgomery, S.B., Nestle, F.O., Nica, A.C., Nisbet, J., O'Rahilly, S., Parts, L., Potter, S., Sekowska, M., Shin, S.Y., Small, K.S., Soranzo, N., Spector, T.D., Surdulescu, G., Travers, M.E., Tsaprouni, L., Tsoka, S., Wilk, A., Yang, T.P., Zondervan, K.T., Voight, B.F., Scott, L.J., Steinthorsdottir, V., Morris, A.P., Dina, C., 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A.K., Platou, C., Proença, C., Prokopenko, I., Rathmann, W., Rayner, N.W., Robertson, N.R., Rocheleau, G., Roden, M., Sampson, M.J., Saxena, R., Shields, B.M., Shrader, P., Sigurdsson, G., Sparsø, T., Strassburger, K., Stringham, H.M., Sun, Q., Swift, A.J., Thorand, B., Tichet, J., Tuomi, T., van Dam, R.M., van Haeften, T.W., van Herpt, T., van Vliet-Ostaptchouk, J.V., Walters, G.B., Weedon, M.N., Wijmenga, C., Witteman, J., Bergman, R.N., Cauchi, S., Collins, F.S., Gloyn, A.L., Gyllensten, U., Hansen, T., Hide, W.A., Hitman, G.A., Hofman, A., Hunter, D.J., Hveem, K., Laakso, M., Mohlke, K.L., Morris, A.D., Palmer, C.N., Pramstaller, P.P., Rudan, I., Sijbrands, E., Stein, L.D., Tuomilehto, J., Uitterlinden, A., Walker, M., Wareham, N.J., Watanabe, R.M., Abecasis, G.R., Boehm, B.O., Campbell, H., Daly, M.J., Hattersley, A.T., Hu, F.B., Meigs, J.B., Pankow, J.S., Pedersen, O., Wichmann, H.E., Barroso, I., Florez, J.C., Frayling, T.M., Groop, L., Sladek, R., Thorsteinsdottir, U., Wilson, 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A.R., Sijbrands, E.J., Siscovick, D.S., Smit, J.H., Smith, N.L., Smith, A.V., Stančáková, A., Stirrups, K., Stumvoll, M., Sun, Y.V., Tönjes, A., Trompet, S., Uitterlinden, A.G., Uusitupa, M., Vikström, M., Vitart, V., Vohl, M.C., Vollenweider, P., Waeber, G., Waterworth, D.M., Watkins, H., Wheeler, E., Widen, E., Wild, S.H., Willems, S.M., Willemsen, G., Witteman, J.C., Wright, A.F., Yaghootkar, H., Zelenika, D., Zemunik, T., and Zgaga, L.

Abstract

Recent genome-wide association studies have described many loci implicated in type 2 diabetes (T2D) pathophysiology and β-cell dysfunction but have contributed little to the understanding of the genetic basis of insulin resistance. We hypothesized that genes implicated in insulin resistance pathways might be uncovered by accounting for differences in body mass index (BMI) and potential interactions between BMI and genetic variants. We applied a joint meta-analysis approach to test associations with fasting insulin and glucose on a genome-wide scale. We present six previously unknown loci associated with fasting insulin at P < 5 × 10(-8) in combined discovery and follow-up analyses of 52 studies comprising up to 96,496 non-diabetic individuals. Risk variants were associated with higher triglyceride and lower high-density lipoprotein (HDL) cholesterol levels, suggesting a role for these loci in insulin resistance pathways. The discovery of these loci will aid further characterization of the role of insulin resistance in T2D pathophysiology.

Published
2012

26. Novel loci for adiponectin levels and their influence on type 2 diabetes and metabolic traits: a multi-ethnic meta-analysis of 45,891 individuals.

Author

DIAGRAM+ Consortium, MAGIC Consortium, GLGC Investigators, MuTHER Consortium, DIAGRAM Consortium, GIANT Consortium, Global B Pgen Consortium, Procardis Consortium, MAGIC investigators, GLGC Consortium, Olson, J., Kronmal, R., Robbins, J., Chaves, PH., Burke, G., Kuller, LH., Tracy, R., Gottdiener, J., Prineas, R., Becker, JT., Enright, P., Klein, R., O'Leary, DH., Dastani, Z., Hivert, M.F., Timpson, N., Perry, J.R., Yuan, X., Scott, R.A., Henneman, P., Heid, I.M., Kizer, J.R., Lyytikäinen, L.P., Fuchsberger, C., Tanaka, T., Morris, A.P., Small, K., Isaacs, A., Beekman, M., Coassin, S., Lohman, K., Qi, L., Kanoni, S., Pankow, J.S., Uh, H.W., Wu, Y., Bidulescu, A., Rasmussen-Torvik, L.J., Greenwood, C.M., Ladouceur, M., Grimsby, J., Manning, A.K., Liu, C.T., Kooner, J., Mooser, V.E., Vollenweider, P., Kapur, K.A., Chambers, J., Wareham, N.J., Langenberg, C., Frants, R., Willems-Vandijk, K., Oostra, B.A., Willems, S.M., Lamina, C., Winkler, T.W., Psaty, B.M., Tracy, R.P., Brody, J., Chen, I., Viikari, J., Kähönen, M., Pramstaller, P.P., Evans, D.M., St Pourcain, B., Sattar, N., Wood, A.R., Bandinelli, S., Carlson, O.D., Egan, J.M., Böhringer, S., van Heemst, D., Kedenko, L., Kristiansson, K., Nuotio, M.L., Loo, B.M., Harris, T., Garcia, M., Kanaya, A., Haun, M., Klopp, N., Wichmann, H.E., Deloukas, P., Katsareli, E., Couper, D.J., Duncan, B.B., Kloppenburg, M., Adair, L.S., Borja, J.B., Wilson, J.G., Musani, S., Guo, X., Johnson, T., Semple, R., Teslovich, T.M., Allison, M.A., Redline, S., Buxbaum, S.G., Mohlke, K.L., Meulenbelt, I., Ballantyne, C.M., Dedoussis, G.V., Hu, F.B., Liu, Y., Paulweber, B., Spector, T.D., Slagboom, P.E., Ferrucci, L., Jula, A., Perola, M., Raitakari, O., Florez, J.C., Salomaa, V., Eriksson, J.G., Frayling, T.M., Hicks, A.A., Lehtimäki, T., Smith, G.D., Siscovick, D.S., Kronenberg, F., van Duijn, C., Loos, R.J., Waterworth, D.M., Meigs, J.B., Dupuis, J., Richards, J.B., Voight, B.F., Scott, L.J., Steinthorsdottir, V., Dina, C., Welch, R.P., Zeggini, E., Huth, C., Aulchenko, Y.S., Thorleifsson, G., McCulloch, L.J., Ferreira, T., Grallert, H., Amin, N., Wu, G., Willer, C.J., Raychaudhuri, S., McCarroll, S.A., Hofmann, O.M., Segrè, A.V., van Hoek, M., Navarro, P., Ardlie, K., Balkau, B., Benediktsson, R., Bennett, A.J., Blagieva, R., Boerwinkle, E., Bonnycastle, L.L., Boström, K.B., Bravenboer, B., Bumpstead, S., Burtt, N.P., Charpentier, G., Chines, P.S., Cornelis, M., Crawford, G., Doney, A.S., Elliott, K.S., Elliott, A.L., Erdos, M.R., Fox, C.S., Franklin, C.S., Ganser, M., Gieger, C., Grarup, N., Green, T., Griffin, S., Groves, C.J., Guiducci, C., Hadjadj, S., Hassanali, N., Herder, C., Isomaa, B., Jackson, A.U., Johnson, P.R., Jørgensen, T., Kao, W.H., Kong, A., Kraft, P., Kuusisto, J., Lauritzen, T., Li, M., Lieverse, A., Lindgren, C.M., Lyssenko, V., Marre, M., Meitinger, T., Midthjell, K., Morken, M.A., Narisu, N., Nilsson, P., Owen, K.R., Payne, F., Petersen, A.K., Platou, C., Proença, C., Prokopenko, I., Rathmann, W., Rayner, N.W., Robertson, N.R., Rocheleau, G., Roden, M., Sampson, M.J., Saxena, R., Shields, B.M., Shrader, P., Sigurdsson, G., Sparsø, T., Strassburger, K., Stringham, H.M., Sun, Q., Swift, A.J., Thorand, B., Tichet, J., Tuomi, T., van Dam, R.M., van Haeften, T.W., van Herpt, T., van Vliet-Ostaptchouk, J.V., Walters, G.B., Weedon, M.N., Wijmenga, C., Witteman, J., Bergman, R.N., Cauchi, S., Collins, F.S., Gloyn, A.L., Gyllensten, U., Hansen, T., Hide, W.A., Hitman, G.A., Hofman, A., Hunter, D.J., Hveem, K., Laakso, M., Morris, A.D., Palmer, C.N., Rudan, I., Sijbrands, E., Stein, L.D., Tuomilehto, J., Uitterlinden, A., Walker, M., Watanabe, R.M., Abecasis, G.R., Boehm, B.O., Campbell, H., Daly, M.J., Hattersley, A.T., Pedersen, O., Barroso, I., Groop, L., Sladek, R., Thorsteinsdottir, U., Wilson, J.F., Illig, T., Froguel, P., van Duijn, C.M., Stefansson, K., Altshuler, D., Boehnke, M., McCarthy, M.I., Soranzo, N., Wheeler, E., Glazer, N.L., Bouatia-Naji, N., Mägi, R., Randall, J., Elliott, P., Rybin, D., Dehghan, A., Hottenga, J.J., Song, K., Goel, A., Lajunen, T., Doney, A., Cavalcanti-Proença, C., Kumari, M., Timpson, N.J., Zabena, C., Ingelsson, E., An, P., O'Connell, J., Luan, J., Elliott, A., Roccasecca, R.M., Pattou, F., Sethupathy, P., Ariyurek, Y., Barter, P., Beilby, J.P., Ben-Shlomo, Y., Bergmann, S., Bochud, M., Bonnefond, A., Borch-Johnsen, K., Böttcher, Y., Brunner, E., Bumpstead, S.J., Chen, Y.D., Chines, P., Clarke, R., Coin, L.J., Cooper, M.N., Crisponi, L., Day, I.N., de Geus, E.J., Delplanque, J., Fedson, A.C., Fischer-Rosinsky, A., Forouhi, N.G., Franzosi, M.G., Galan, P., Goodarzi, M.O., Graessler, J., Grundy, S., Gwilliam, R., Hallmans, G., Hammond, N., Han, X., Hartikainen, A.L., Hayward, C., Heath, S.C., Hercberg, S., Hillman, D.R., Hingorani, A.D., Hui, J., Hung, J., Kaakinen, M., Kaprio, J., Kesaniemi, Y.A., Kivimaki, M., Knight, B., Koskinen, S., Kovacs, P., Kyvik, K.O., Lathrop, G.M., Lawlor, D.A., Le Bacquer, O., Lecoeur, C., Li, Y., Mahley, R., Mangino, M., Martínez-Larrad, M.T., McAteer, J.B., McPherson, R., Meisinger, C., Melzer, D., Meyre, D., Mitchell, B.D., Mukherjee, S., Naitza, S., Neville, M.J., Orrù, M., Pakyz, R., Paolisso, G., Pattaro, C., Pearson, D., Peden, J.F., Pedersen, N.L., Pfeiffer, A.F., Pichler, I., Polasek, O., Posthuma, D., Potter, S.C., Pouta, A., Province, M.A., Rice, K., Ripatti, S., Rivadeneira, F., Rolandsson, O., Sandbaek, A., Sandhu, M., Sanna, S., Sayer, A.A., Scheet, P., Seedorf, U., Sharp, S.J., Shields, B., Sigurðsson, G., Sijbrands, E.J., Silveira, A., Simpson, L., Singleton, A., Smith, N.L., Sovio, U., Swift, A., Syddall, H., Syvänen, A.C., Tönjes, A., Uitterlinden, A.G., van Dijk, K.W., Varma, D., Visvikis-Siest, S., Vitart, V., Vogelzangs, N., Waeber, G., Wagner, P.J., Walley, A., Ward, K.L., Watkins, H., Wild, S.H., Willemsen, G., Witteman, J.C., Yarnell, J.W., Zelenika, D., Zethelius, B., Zhai, G., Zhao, J.H., Zillikens, M.C., Borecki, I.B., Meneton, P., Magnusson, P.K., Nathan, D.M., Williams, G.H., Silander, K., Bornstein, S.R., Schwarz, P., Spranger, J., Karpe, F., Shuldiner, A.R., Cooper, C., Serrano-Ríos, M., Lind, L., Palmer, L.J., Franks, P.W., Ebrahim, S., Marmot, M., Wright, A.F., Stumvoll, M., Hamsten, A., Buchanan, T.A., Valle, T.T., Rotter, J.I., Penninx, B.W., Boomsma, D.I., Cao, A., Scuteri, A., Schlessinger, D., Uda, M., Ruokonen, A., Jarvelin, M.R., Peltonen, L., Mooser, V., Musunuru, K., Smith, A.V., Edmondson, A.C., Stylianou, I.M., Koseki, M., Pirruccello, J.P., Chasman, D.I., Johansen, C.T., Fouchier, S.W., Peloso, G.M., Barbalic, M., Ricketts, S.L., Bis, J.C., Feitosa, M.F., Orho-Melander, M., Melander, O., Li, X., Cho, Y.S., Go, M.J., Kim, Y.J., Lee, J.Y., Park, T., Kim, K., Sim, X., Ong, R.T., Croteau-Chonka, D.C., Lange, L.A., Smith, J.D., Ziegler, A., Zhang, W., Zee, R.Y., Whitfield, J.B., Thompson, J.R., Surakka, I., Smit, J.H., Sinisalo, J., Scott, J., Saharinen, J., Sabatti, C., Rose, L.M., Roberts, R., Rieder, M., Parker, A.N., Pare, G., O'Donnell, C.J., Nieminen, M.S., Nickerson, D.A., Montgomery, G.W., McArdle, W., Masson, D., Martin, N.G., Marroni, F., Lucas, G., Luben, R., Lokki, M.L., Lettre, G., Launer, L.J., Lakatta, E.G., Laaksonen, R., König, I.R., Khaw, K.T., Kaplan, L.M., Johansson, Å., Janssens, A.C., Igl, W., Hovingh, G.K., Hengstenberg, C., Havulinna, A.S., Hastie, N.D., Harris, T.B., Haritunians, T., Hall, A.S., Groop, L.C., Gonzalez, E., Freimer, N.B., Erdmann, J., Ejebe, K.G., Döring, A., Dominiczak, A.F., Demissie, S., de Faire, U., Caulfield, M.J., Boekholdt, S.M., Assimes, T.L., Quertermous, T., Seielstad, M., Wong, T.Y., Tai, E.S., Feranil, A.B., Kuzawa, C.W., Taylor, H.A., Gabriel, S.B., Holm, H., Gudnason, V., Krauss, R.M., Ordovas, J.M., Munroe, P.B., Kooner, J.S., Tall, A.R., Hegele, R.A., Kastelein, J.J., Schadt, E.E., Strachan, D.P., Reilly, M.P., Samani, N.J., Schunkert, H., Cupples, L.A., Sandhu, M.S., Ridker, P.M., Rader, D.J., Kathiresan, S., DIAGRAM+ Consortium, MAGIC Consortium, GLGC Investigators, MuTHER Consortium, DIAGRAM Consortium, GIANT Consortium, Global B Pgen Consortium, Procardis Consortium, MAGIC investigators, GLGC Consortium, Olson, J., Kronmal, R., Robbins, J., Chaves, PH., Burke, G., Kuller, LH., Tracy, R., Gottdiener, J., Prineas, R., Becker, JT., Enright, P., Klein, R., O'Leary, DH., Dastani, Z., Hivert, M.F., Timpson, N., Perry, J.R., Yuan, X., Scott, R.A., Henneman, P., Heid, I.M., Kizer, J.R., Lyytikäinen, L.P., Fuchsberger, C., Tanaka, T., Morris, A.P., Small, K., Isaacs, A., Beekman, M., Coassin, S., Lohman, K., Qi, L., Kanoni, S., Pankow, J.S., Uh, H.W., Wu, Y., Bidulescu, A., Rasmussen-Torvik, L.J., Greenwood, C.M., Ladouceur, M., Grimsby, J., Manning, A.K., Liu, C.T., Kooner, J., Mooser, V.E., Vollenweider, P., Kapur, K.A., Chambers, J., Wareham, N.J., Langenberg, C., Frants, R., Willems-Vandijk, K., Oostra, B.A., Willems, S.M., Lamina, C., Winkler, T.W., Psaty, B.M., Tracy, R.P., Brody, J., Chen, I., Viikari, J., Kähönen, M., Pramstaller, P.P., Evans, D.M., St Pourcain, B., Sattar, N., Wood, A.R., Bandinelli, S., Carlson, O.D., Egan, J.M., Böhringer, S., van Heemst, D., Kedenko, L., Kristiansson, K., Nuotio, M.L., Loo, B.M., Harris, T., Garcia, M., Kanaya, A., Haun, M., Klopp, N., Wichmann, H.E., Deloukas, P., Katsareli, E., Couper, D.J., Duncan, B.B., Kloppenburg, M., Adair, L.S., Borja, J.B., Wilson, J.G., Musani, S., Guo, X., Johnson, T., Semple, R., Teslovich, T.M., Allison, M.A., Redline, S., Buxbaum, S.G., Mohlke, K.L., Meulenbelt, I., Ballantyne, C.M., Dedoussis, G.V., Hu, F.B., Liu, Y., Paulweber, B., Spector, T.D., Slagboom, P.E., Ferrucci, L., Jula, A., Perola, M., Raitakari, O., Florez, J.C., Salomaa, V., Eriksson, J.G., Frayling, T.M., Hicks, A.A., Lehtimäki, T., Smith, G.D., Siscovick, D.S., Kronenberg, F., van Duijn, C., Loos, R.J., Waterworth, D.M., Meigs, J.B., Dupuis, J., Richards, J.B., Voight, B.F., Scott, L.J., Steinthorsdottir, V., Dina, C., Welch, R.P., Zeggini, E., Huth, C., Aulchenko, Y.S., Thorleifsson, G., McCulloch, L.J., Ferreira, T., Grallert, H., Amin, N., Wu, G., Willer, C.J., Raychaudhuri, S., McCarroll, S.A., Hofmann, O.M., Segrè, A.V., van Hoek, M., Navarro, P., Ardlie, K., Balkau, B., Benediktsson, R., Bennett, A.J., Blagieva, R., Boerwinkle, E., Bonnycastle, L.L., Boström, K.B., Bravenboer, B., Bumpstead, S., Burtt, N.P., Charpentier, G., Chines, P.S., Cornelis, M., Crawford, G., Doney, A.S., Elliott, K.S., Elliott, A.L., Erdos, M.R., Fox, C.S., Franklin, C.S., Ganser, M., Gieger, C., Grarup, N., Green, T., Griffin, S., Groves, C.J., Guiducci, C., Hadjadj, S., Hassanali, N., Herder, C., Isomaa, B., Jackson, A.U., Johnson, P.R., Jørgensen, T., Kao, W.H., Kong, A., Kraft, P., Kuusisto, J., Lauritzen, T., Li, M., Lieverse, A., Lindgren, C.M., Lyssenko, V., Marre, M., Meitinger, T., Midthjell, K., Morken, M.A., Narisu, N., Nilsson, P., Owen, K.R., Payne, F., Petersen, A.K., Platou, C., Proença, C., Prokopenko, I., Rathmann, W., Rayner, N.W., Robertson, N.R., Rocheleau, G., Roden, M., Sampson, M.J., Saxena, R., Shields, B.M., Shrader, P., Sigurdsson, G., Sparsø, T., Strassburger, K., Stringham, H.M., Sun, Q., Swift, A.J., Thorand, B., Tichet, J., Tuomi, T., van Dam, R.M., van Haeften, T.W., van Herpt, T., van Vliet-Ostaptchouk, J.V., Walters, G.B., Weedon, M.N., Wijmenga, C., Witteman, J., Bergman, R.N., Cauchi, S., Collins, F.S., Gloyn, A.L., Gyllensten, U., Hansen, T., Hide, W.A., Hitman, G.A., Hofman, A., Hunter, D.J., Hveem, K., Laakso, M., Morris, A.D., Palmer, C.N., Rudan, I., Sijbrands, E., Stein, L.D., Tuomilehto, J., Uitterlinden, A., Walker, M., Watanabe, R.M., Abecasis, G.R., Boehm, B.O., Campbell, H., Daly, M.J., Hattersley, A.T., Pedersen, O., Barroso, I., Groop, L., Sladek, R., Thorsteinsdottir, U., Wilson, J.F., Illig, T., Froguel, P., van Duijn, C.M., Stefansson, K., Altshuler, D., Boehnke, M., McCarthy, M.I., Soranzo, N., Wheeler, E., Glazer, N.L., Bouatia-Naji, N., Mägi, R., Randall, J., Elliott, P., Rybin, D., Dehghan, A., Hottenga, J.J., Song, K., Goel, A., Lajunen, T., Doney, A., Cavalcanti-Proença, C., Kumari, M., Timpson, N.J., Zabena, C., Ingelsson, E., An, P., O'Connell, J., Luan, J., Elliott, A., Roccasecca, R.M., Pattou, F., Sethupathy, P., Ariyurek, Y., Barter, P., Beilby, J.P., Ben-Shlomo, Y., Bergmann, S., Bochud, M., Bonnefond, A., Borch-Johnsen, K., Böttcher, Y., Brunner, E., Bumpstead, S.J., Chen, Y.D., Chines, P., Clarke, R., Coin, L.J., Cooper, M.N., Crisponi, L., Day, I.N., de Geus, E.J., Delplanque, J., Fedson, A.C., Fischer-Rosinsky, A., Forouhi, N.G., Franzosi, M.G., Galan, P., Goodarzi, M.O., Graessler, J., Grundy, S., Gwilliam, R., Hallmans, G., Hammond, N., Han, X., Hartikainen, A.L., Hayward, C., Heath, S.C., Hercberg, S., Hillman, D.R., Hingorani, A.D., Hui, J., Hung, J., Kaakinen, M., Kaprio, J., Kesaniemi, Y.A., Kivimaki, M., Knight, B., Koskinen, S., Kovacs, P., Kyvik, K.O., Lathrop, G.M., Lawlor, D.A., Le Bacquer, O., Lecoeur, C., Li, Y., Mahley, R., Mangino, M., Martínez-Larrad, M.T., McAteer, J.B., McPherson, R., Meisinger, C., Melzer, D., Meyre, D., Mitchell, B.D., Mukherjee, S., Naitza, S., Neville, M.J., Orrù, M., Pakyz, R., Paolisso, G., Pattaro, C., Pearson, D., Peden, J.F., Pedersen, N.L., Pfeiffer, A.F., Pichler, I., Polasek, O., Posthuma, D., Potter, S.C., Pouta, A., Province, M.A., Rice, K., Ripatti, S., Rivadeneira, F., Rolandsson, O., Sandbaek, A., Sandhu, M., Sanna, S., Sayer, A.A., Scheet, P., Seedorf, U., Sharp, S.J., Shields, B., Sigurðsson, G., Sijbrands, E.J., Silveira, A., Simpson, L., Singleton, A., Smith, N.L., Sovio, U., Swift, A., Syddall, H., Syvänen, A.C., Tönjes, A., Uitterlinden, A.G., van Dijk, K.W., Varma, D., Visvikis-Siest, S., Vitart, V., Vogelzangs, N., Waeber, G., Wagner, P.J., Walley, A., Ward, K.L., Watkins, H., Wild, S.H., Willemsen, G., Witteman, J.C., Yarnell, J.W., Zelenika, D., Zethelius, B., Zhai, G., Zhao, J.H., Zillikens, M.C., Borecki, I.B., Meneton, P., Magnusson, P.K., Nathan, D.M., Williams, G.H., Silander, K., Bornstein, S.R., Schwarz, P., Spranger, J., Karpe, F., Shuldiner, A.R., Cooper, C., Serrano-Ríos, M., Lind, L., Palmer, L.J., Franks, P.W., Ebrahim, S., Marmot, M., Wright, A.F., Stumvoll, M., Hamsten, A., Buchanan, T.A., Valle, T.T., Rotter, J.I., Penninx, B.W., Boomsma, D.I., Cao, A., Scuteri, A., Schlessinger, D., Uda, M., Ruokonen, A., Jarvelin, M.R., Peltonen, L., Mooser, V., Musunuru, K., Smith, A.V., Edmondson, A.C., Stylianou, I.M., Koseki, M., Pirruccello, J.P., Chasman, D.I., Johansen, C.T., Fouchier, S.W., Peloso, G.M., Barbalic, M., Ricketts, S.L., Bis, J.C., Feitosa, M.F., Orho-Melander, M., Melander, O., Li, X., Cho, Y.S., Go, M.J., Kim, Y.J., Lee, J.Y., Park, T., Kim, K., Sim, X., Ong, R.T., Croteau-Chonka, D.C., Lange, L.A., Smith, J.D., Ziegler, A., Zhang, W., Zee, R.Y., Whitfield, J.B., Thompson, J.R., Surakka, I., Smit, J.H., Sinisalo, J., Scott, J., Saharinen, J., Sabatti, C., Rose, L.M., Roberts, R., Rieder, M., Parker, A.N., Pare, G., O'Donnell, C.J., Nieminen, M.S., Nickerson, D.A., Montgomery, G.W., McArdle, W., Masson, D., Martin, N.G., Marroni, F., Lucas, G., Luben, R., Lokki, M.L., Lettre, G., Launer, L.J., Lakatta, E.G., Laaksonen, R., König, I.R., Khaw, K.T., Kaplan, L.M., Johansson, Å., Janssens, A.C., Igl, W., Hovingh, G.K., Hengstenberg, C., Havulinna, A.S., Hastie, N.D., Harris, T.B., Haritunians, T., Hall, A.S., Groop, L.C., Gonzalez, E., Freimer, N.B., Erdmann, J., Ejebe, K.G., Döring, A., Dominiczak, A.F., Demissie, S., de Faire, U., Caulfield, M.J., Boekholdt, S.M., Assimes, T.L., Quertermous, T., Seielstad, M., Wong, T.Y., Tai, E.S., Feranil, A.B., Kuzawa, C.W., Taylor, H.A., Gabriel, S.B., Holm, H., Gudnason, V., Krauss, R.M., Ordovas, J.M., Munroe, P.B., Kooner, J.S., Tall, A.R., Hegele, R.A., Kastelein, J.J., Schadt, E.E., Strachan, D.P., Reilly, M.P., Samani, N.J., Schunkert, H., Cupples, L.A., Sandhu, M.S., Ridker, P.M., Rader, D.J., and Kathiresan, S.

Abstract

Circulating levels of adiponectin, a hormone produced predominantly by adipocytes, are highly heritable and are inversely associated with type 2 diabetes mellitus (T2D) and other metabolic traits. We conducted a meta-analysis of genome-wide association studies in 39,883 individuals of European ancestry to identify genes associated with metabolic disease. We identified 8 novel loci associated with adiponectin levels and confirmed 2 previously reported loci (P = 4.5×10(-8)-1.2×10(-43)). Using a novel method to combine data across ethnicities (N = 4,232 African Americans, N = 1,776 Asians, and N = 29,347 Europeans), we identified two additional novel loci. Expression analyses of 436 human adipocyte samples revealed that mRNA levels of 18 genes at candidate regions were associated with adiponectin concentrations after accounting for multiple testing (p<3×10(-4)). We next developed a multi-SNP genotypic risk score to test the association of adiponectin decreasing risk alleles on metabolic traits and diseases using consortia-level meta-analytic data. This risk score was associated with increased risk of T2D (p = 4.3×10(-3), n = 22,044), increased triglycerides (p = 2.6×10(-14), n = 93,440), increased waist-to-hip ratio (p = 1.8×10(-5), n = 77,167), increased glucose two hours post oral glucose tolerance testing (p = 4.4×10(-3), n = 15,234), increased fasting insulin (p = 0.015, n = 48,238), but with lower in HDL-cholesterol concentrations (p = 4.5×10(-13), n = 96,748) and decreased BMI (p = 1.4×10(-4), n = 121,335). These findings identify novel genetic determinants of adiponectin levels, which, taken together, influence risk of T2D and markers of insulin resistance.

Published
2012

27. Genome-wide association for abdominal subcutaneous and visceral adipose reveals a novel locus for visceral fat in women.

Author

GIANT Consortium, MAGIC Consortium, GLGC Consortium, Dupuis, J., Langenberg, C., Prokopenko, I., Saxena, R., Soranzo, N., Jackson, AU., Wheeler, E., Glazer, NL., Bouatia-Naji, N., Gloyn, AL., Lindgren, CM., Mägi, R., Morris, AP., Randall, J., Johnson, T., Elliott, P., Rybin, D., Thorleifsson, G., Steinthorsdottir, V., Henneman, P., Grallert, H., Dehghan, A., Hottenga, JJ., Franklin, CS., Navarro, P., Song, K., Goel, A., Perry, JR., Egan, JM., Lajunen, T., Grarup, N., Sparsø, T., Doney, A., Voight, BF., Stringham, HM., Li, M., Kanoni, S., Shrader, P., Cavalcanti-Proença, C., Kumari, M., Qi, L., Timpson, NJ., Gieger, C., Zabena, C., Rocheleau, G., Ingelsson, E., An, P., O'Connell, J., Luan£££Jian'an£££ J., Elliott, A., McCarroll, SA., Payne, F., Roccasecca, RM., Pattou, F., Sethupathy, P., Ardlie, K., Ariyurek, Y., Balkau, B., Barter, P., Beilby, JP., Ben-Shlomo, Y., Benediktsson, R., Bennett, AJ., Bergmann, S., Bochud, M., Boerwinkle, E., Bonnefond, A., Bonnycastle, LL., Borch-Johnsen, K., Böttcher, Y., Brunner, E., Bumpstead, SJ., Charpentier, G., Chen, YD., Chines, P., Clarke, R., Coin, LJ., Cooper, MN., Cornelis, M., Crawford, G., Crisponi, L., Day, IN., de Geus EJ., Delplanque, J., Dina, C., Erdos, MR., Fedson, AC., Fischer-Rosinsky, A., Forouhi, NG., Fox, CS., Frants, R., Franzosi, MG., Galan, P., Goodarzi, MO., Graessler, J., Groves, CJ., Grundy, S., Gwilliam, R., Gyllensten, U., Hadjadj, S., Hallmans, G., Hammond, N., Han, X., Hartikainen, AL., Hassanali, N., Hayward, C., Heath, SC., Hercberg, S., Herder, C., Hicks, AA., Hillman, DR., Hingorani, AD., Hofman, A., Hui, J., Hung, J., Isomaa, B., Johnson, PR., Jørgensen, T., Jula, A., Kaakinen, M., Kaprio, J., Kesaniemi, YA., Kivimaki, M., Knight, B., Koskinen, S., Kovacs, P., Kyvik, KO., Lathrop, GM., Lawlor, DA., Le Bacquer, O., Lecoeur, C., Li, Y., Lyssenko, V., Mahley, R., Mangino, M., Manning, AK., Martínez-Larrad£££María Teresa£££ MT., McAteer, JB., McCulloch, LJ., McPherson, R., Meisinger, C., Melzer, D., Meyre, D., Mitchell, BD., Morken, MA., Mukherjee, S., Naitza, S., Narisu, N., Neville, MJ., Oostra, BA., Orrù, M., Pakyz, R., Palmer, CN., Paolisso, G., Pattaro, C., Pearson, D., Peden, JF., Pedersen, NL., Perola, M., Pfeiffer, AF., Pichler, I., Polasek, O., Posthuma, D., Potter, SC., Pouta, A., Province, MA., Psaty, BM., Rathmann, W., Rayner, NW., Rice, K., Ripatti, S., Rivadeneira, F., Roden, M., Rolandsson, O., Sandbaek, A., Sandhu, M., Sanna, S., Sayer, AA., Scheet, P., Scott, LJ., Seedorf, U., Sharp, SJ., Shields, B., Sigurðsson, G., Sijbrands, EJ., Silveira, A., Simpson, L., Singleton, A., Smith, NL., Sovio, U., Swift, A., Syddall, H., Syvänen, AC., Tanaka, T., Thorand, B., Tichet, J., Tönjes, A., Tuomi, T., Uitterlinden, AG., van Dijk KW., van Hoek, M., Varma, D., Visvikis-Siest, S., Vitart, V., Vogelzangs, N., Waeber, G., Wagner, PJ., Walley, A., Walters, GB., Ward, KL., Watkins, H., Weedon, MN., Wild, SH., Willemsen, G., Witteman, JC., Yarnell, JW., Zeggini, E., Zelenika, D., Zethelius, B., Zhai, G., Zhao, JH., Zillikens, MC., Borecki, IB., Loos, RJ., Meneton, P., Magnusson, PK., Nathan, DM., Williams, GH., Hattersley, AT., Silander, K., Salomaa, V., Smith, GD., Bornstein, SR., Schwarz, P., Spranger, J., Karpe, F., Shuldiner, AR., Cooper, C., Dedoussis, GV., Serrano-Ríos, M., Morris, AD., Lind, L., Palmer, LJ., Hu, FB., Franks, PW., Ebrahim, S., Marmot, M., Kao, WH., Pankow, JS., Sampson, MJ., Kuusisto, J., Laakso, M., Hansen, T., Pedersen, O., Pramstaller, PP., Wichmann, HE., Illig, T., Rudan, I., Wright, AF., Stumvoll, M., Campbell, H., Wilson, JF., Hamsten, A., Bergman, RN., Buchanan, TA., Collins, FS., Mohlke, KL., Tuomilehto, J., Valle, TT., Altshuler, D., Rotter, JI., Siscovick, DS., Penninx, BW., Boomsma, ID., Deloukas, P., Spector, TD., Frayling, TM., Ferrucci, L., Kong, A., Thorsteinsdottir, U., Stefansson, K., van Duijn CM., Aulchenko, YS., Cao, A., Scuteri, A., Schlessinger, D., Uda, M., Ruokonen, A., Jarvelin, MR., Waterworth, DM., Vollenweider, P., Peltonen, L., Mooser, V., Abecasis, RG., Wareham, NJ., Sladek, R., Froguel, P., Watanabe, RM., Meigs, JB., Groop, L., Boehnke, M., McCarthy, MI., Florez, JC., Barroso£££Inês£££ I., Fox, C.S., Liu, Y., White, C.C., Feitosa, M., Smith, A.V., Heard-Costa, N., Lohman, K., Johnson, A.D., Foster, M.C., Greenawalt, D.M., Griffin, P., Ding, J., Newman, A.B., Tylavsky, F., Miljkovic, I., Kritchevsky, S.B., Launer, L., Garcia, M., Eiriksdottir, G., Carr, J.J., Gudnason, V., Harris, T.B., Cupples, L.A., Borecki, I.B., GIANT Consortium, MAGIC Consortium, GLGC Consortium, Dupuis, J., Langenberg, C., Prokopenko, I., Saxena, R., Soranzo, N., Jackson, AU., Wheeler, E., Glazer, NL., Bouatia-Naji, N., Gloyn, AL., Lindgren, CM., Mägi, R., Morris, AP., Randall, J., Johnson, T., Elliott, P., Rybin, D., Thorleifsson, G., Steinthorsdottir, V., Henneman, P., Grallert, H., Dehghan, A., Hottenga, JJ., Franklin, CS., Navarro, P., Song, K., Goel, A., Perry, JR., Egan, JM., Lajunen, T., Grarup, N., Sparsø, T., Doney, A., Voight, BF., Stringham, HM., Li, M., Kanoni, S., Shrader, P., Cavalcanti-Proença, C., Kumari, M., Qi, L., Timpson, NJ., Gieger, C., Zabena, C., Rocheleau, G., Ingelsson, E., An, P., O'Connell, J., Luan£££Jian'an£££ J., Elliott, A., McCarroll, SA., Payne, F., Roccasecca, RM., Pattou, F., Sethupathy, P., Ardlie, K., Ariyurek, Y., Balkau, B., Barter, P., Beilby, JP., Ben-Shlomo, Y., Benediktsson, R., Bennett, AJ., Bergmann, S., Bochud, M., Boerwinkle, E., Bonnefond, A., Bonnycastle, LL., Borch-Johnsen, K., Böttcher, Y., Brunner, E., Bumpstead, SJ., Charpentier, G., Chen, YD., Chines, P., Clarke, R., Coin, LJ., Cooper, MN., Cornelis, M., Crawford, G., Crisponi, L., Day, IN., de Geus EJ., Delplanque, J., Dina, C., Erdos, MR., Fedson, AC., Fischer-Rosinsky, A., Forouhi, NG., Fox, CS., Frants, R., Franzosi, MG., Galan, P., Goodarzi, MO., Graessler, J., Groves, CJ., Grundy, S., Gwilliam, R., Gyllensten, U., Hadjadj, S., Hallmans, G., Hammond, N., Han, X., Hartikainen, AL., Hassanali, N., Hayward, C., Heath, SC., Hercberg, S., Herder, C., Hicks, AA., Hillman, DR., Hingorani, AD., Hofman, A., Hui, J., Hung, J., Isomaa, B., Johnson, PR., Jørgensen, T., Jula, A., Kaakinen, M., Kaprio, J., Kesaniemi, YA., Kivimaki, M., Knight, B., Koskinen, S., Kovacs, P., Kyvik, KO., Lathrop, GM., Lawlor, DA., Le Bacquer, O., Lecoeur, C., Li, Y., Lyssenko, V., Mahley, R., Mangino, M., Manning, AK., Martínez-Larrad£££María Teresa£££ MT., McAteer, JB., McCulloch, LJ., McPherson, R., Meisinger, C., Melzer, D., Meyre, D., Mitchell, BD., Morken, MA., Mukherjee, S., Naitza, S., Narisu, N., Neville, MJ., Oostra, BA., Orrù, M., Pakyz, R., Palmer, CN., Paolisso, G., Pattaro, C., Pearson, D., Peden, JF., Pedersen, NL., Perola, M., Pfeiffer, AF., Pichler, I., Polasek, O., Posthuma, D., Potter, SC., Pouta, A., Province, MA., Psaty, BM., Rathmann, W., Rayner, NW., Rice, K., Ripatti, S., Rivadeneira, F., Roden, M., Rolandsson, O., Sandbaek, A., Sandhu, M., Sanna, S., Sayer, AA., Scheet, P., Scott, LJ., Seedorf, U., Sharp, SJ., Shields, B., Sigurðsson, G., Sijbrands, EJ., Silveira, A., Simpson, L., Singleton, A., Smith, NL., Sovio, U., Swift, A., Syddall, H., Syvänen, AC., Tanaka, T., Thorand, B., Tichet, J., Tönjes, A., Tuomi, T., Uitterlinden, AG., van Dijk KW., van Hoek, M., Varma, D., Visvikis-Siest, S., Vitart, V., Vogelzangs, N., Waeber, G., Wagner, PJ., Walley, A., Walters, GB., Ward, KL., Watkins, H., Weedon, MN., Wild, SH., Willemsen, G., Witteman, JC., Yarnell, JW., Zeggini, E., Zelenika, D., Zethelius, B., Zhai, G., Zhao, JH., Zillikens, MC., Borecki, IB., Loos, RJ., Meneton, P., Magnusson, PK., Nathan, DM., Williams, GH., Hattersley, AT., Silander, K., Salomaa, V., Smith, GD., Bornstein, SR., Schwarz, P., Spranger, J., Karpe, F., Shuldiner, AR., Cooper, C., Dedoussis, GV., Serrano-Ríos, M., Morris, AD., Lind, L., Palmer, LJ., Hu, FB., Franks, PW., Ebrahim, S., Marmot, M., Kao, WH., Pankow, JS., Sampson, MJ., Kuusisto, J., Laakso, M., Hansen, T., Pedersen, O., Pramstaller, PP., Wichmann, HE., Illig, T., Rudan, I., Wright, AF., Stumvoll, M., Campbell, H., Wilson, JF., Hamsten, A., Bergman, RN., Buchanan, TA., Collins, FS., Mohlke, KL., Tuomilehto, J., Valle, TT., Altshuler, D., Rotter, JI., Siscovick, DS., Penninx, BW., Boomsma, ID., Deloukas, P., Spector, TD., Frayling, TM., Ferrucci, L., Kong, A., Thorsteinsdottir, U., Stefansson, K., van Duijn CM., Aulchenko, YS., Cao, A., Scuteri, A., Schlessinger, D., Uda, M., Ruokonen, A., Jarvelin, MR., Waterworth, DM., Vollenweider, P., Peltonen, L., Mooser, V., Abecasis, RG., Wareham, NJ., Sladek, R., Froguel, P., Watanabe, RM., Meigs, JB., Groop, L., Boehnke, M., McCarthy, MI., Florez, JC., Barroso£££Inês£££ I., Fox, C.S., Liu, Y., White, C.C., Feitosa, M., Smith, A.V., Heard-Costa, N., Lohman, K., Johnson, A.D., Foster, M.C., Greenawalt, D.M., Griffin, P., Ding, J., Newman, A.B., Tylavsky, F., Miljkovic, I., Kritchevsky, S.B., Launer, L., Garcia, M., Eiriksdottir, G., Carr, J.J., Gudnason, V., Harris, T.B., Cupples, L.A., and Borecki, I.B.

Abstract

Body fat distribution, particularly centralized obesity, is associated with metabolic risk above and beyond total adiposity. We performed genome-wide association of abdominal adipose depots quantified using computed tomography (CT) to uncover novel loci for body fat distribution among participants of European ancestry. Subcutaneous and visceral fat were quantified in 5,560 women and 4,997 men from 4 population-based studies. Genome-wide genotyping was performed using standard arrays and imputed to ~2.5 million Hapmap SNPs. Each study performed a genome-wide association analysis of subcutaneous adipose tissue (SAT), visceral adipose tissue (VAT), VAT adjusted for body mass index, and VAT/SAT ratio (a metric of the propensity to store fat viscerally as compared to subcutaneously) in the overall sample and in women and men separately. A weighted z-score meta-analysis was conducted. For the VAT/SAT ratio, our most significant p-value was rs11118316 at LYPLAL1 gene (p = 3.1 × 10E-09), previously identified in association with waist-hip ratio. For SAT, the most significant SNP was in the FTO gene (p = 5.9 × 10E-08). Given the known gender differences in body fat distribution, we performed sex-specific analyses. Our most significant finding was for VAT in women, rs1659258 near THNSL2 (p = 1.6 × 10-08), but not men (p = 0.75). Validation of this SNP in the GIANT consortium data demonstrated a similar sex-specific pattern, with observed significance in women (p = 0.006) but not men (p = 0.24) for BMI and waist circumference (p = 0.04 [women], p = 0.49 [men]). Finally, we interrogated our data for the 14 recently published loci for body fat distribution (measured by waist-hip ratio adjusted for BMI); associations were observed at 7 of these loci. In contrast, we observed associations at only 7/32 loci previously identified in association with BMI; the majority of overlap was observed with SAT. Genome-wide association for visceral and subcutaneous fat revealed a SNP for VAT in

Published
2012

28. The diabetogenic VPS13C/C2CD4A/C2CD4B rs7172432 variant impairs glucose-stimulated insulin response in 5,722 non-diabetic Danish individuals

Author

Grarup, N, Overvad, M, Sparsø, T, Witte, D R, Pisinger, C, Jørgensen, Torben, Yamauchi, T, Hara, K, Maeda, S, Kadowaki, T, Hansen, T, Pedersen, Oluf, Grarup, N, Overvad, M, Sparsø, T, Witte, D R, Pisinger, C, Jørgensen, Torben, Yamauchi, T, Hara, K, Maeda, S, Kadowaki, T, Hansen, T, and Pedersen, Oluf

Abstract

A genome-wide association study in the Japanese population reported two genome-wide significant loci associated with type 2 diabetes of which the VPS13C/C2CD4A/C2CD4B locus was replicated in Europeans. We looked for potential associations between the diabetogenic VPS13C/C2CD4A/C2CD4B rs7172432 variant and diabetes-related intermediary traits.

Published
2011

29. Type 2 diabetes risk allele near CENTD2 is associated with decreased glucose-stimulated insulin release

Author

Nielsen, Trine, Sparsø, T, Grarup, N, Jørgensen, Torben, Pisinger, Charlotta Holm, Witte, Daniel Rinse, Hansen, T, Pedersen, Oluf, Nielsen, Trine, Sparsø, T, Grarup, N, Jørgensen, Torben, Pisinger, Charlotta Holm, Witte, Daniel Rinse, Hansen, T, and Pedersen, Oluf

Abstract

By combining multiple genome-wide association (GWA) studies and comprehensive replication efforts, 12 novel type 2 diabetes associated loci have recently been discovered. Here we evaluate the effect of lead variants of these loci on estimates of insulin release and insulin resistance derived from an oral glucose tolerance test.

Published
2011

30. New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk

Author

Dupuis, J. (Josée), Langenberg, C. (Claudia), Prokopenko, I. (Inga), Saxena, R. (Richa), Soranzo, N. (Nicole), Jackson, A.U. (Anne), Wheeler, E. (Eleanor), Glazer, N.L. (Nicole), Bouatia-Naji, N. (Nabila), Gloyn, A.L. (Anna), Lindgren, C.M. (Cecilia), Mägi, R. (Reedik), Morris, A.P. (Andrew), Randall, J.C. (Joshua), Johnson, T. (Toby), Elliott, P. (Paul), Rybin, D. (Denis), Thorleifsson, G. (Gudmar), Steinthorsdottir, V. (Valgerdur), Henneman, P. (Peter), Grallert, H. (Harald), Dehghan, A. (Abbas), JanHottenga, J. (Jouke), Franklin, C.S. (Christopher), Navarro, P. (Pau), Song, K. (Kijoung), Goel, A. (Anuj), Perry, J.R.B. (John), Egan, J.M. (Josephine), Lajunen, T. (Taina), Grarup, N. (Niels), Sparsø, T. (Thomas), Doney, A.S.F. (Alex), Voight, B.F. (Benjamin), Stringham, H.M. (Heather), Li, M. (Man), Kanoni, S. (Stavroula), Shrader, P. (Peter), Cavalcanti-Proença, C. (Christine), Kumari, M. (Meena), Qi, L. (Lu), Timpson, N.J. (Nicholas), Gieger, C. (Christian), Zabena, C. (Carina), Rocheleau, G. (Ghislain), Ingelsson, E. (Erik), An, P. (Ping), O´Connell, J.R., Luan, J., McCarroll, S.A. (Steven), Payne, F. (Felicity), Roccasecca, R.M., Pattou, F. (François), Sethupathy, P. (Praveen), Ardlie, K.G. (Kristin), Ariyurek, Y. (Yavuz), Balkau, B. (Beverley), Barter, P. (Phil), Beilby, J.P. (John), Ben-Shlomo, Y., Benediktsson, R. (Rafn), Bennett, A.J. (Amanda), Bergmann, S.M. (Sven), Bochud, M. (Murielle), Boerwinkle, E.A. (Eric), Bonnefond, A. (Amélie), Bonnycastle, L.L. (Lori), Borch-Johnsen, K., Böttcher, Y. (Yvonne), Brunner, E. (Eric), Bumpstead, S. (Suzannah), Charpentier, G. (Guillaume), IdaChen, Y. (Yii) der, Chines, P.S. (Peter), Clarke, R., McOin, L.J. (Lachlan), Cooper, M.N. (Matthew), Cornelis, M. (Marilyn), Crawford, G. (Gabe), Crisponi, L. (Laura), Day, I.N.M. (Ian), Geus, E.J.C. (Eco) de, Delplanque, J. (Jerome), Dina, C. (Christian), Erdos, M.R. (Michael), Fedson, A.C. (Annette), Fischer-Rosinsky, A. (Antje), Forouhi, N.G. (Nita), Fox, C.S. (Caroline), Frants, R.R. (Rune), GraziaFranzosi, M. (Maria), Galan, P. (Pilar), Goodarzi, M. (Mark), Graessler, J. (Jürgen), Groves, C.J. (Christopher), Grundy, S.M. (Scott), Gwilliam, R. (Rhian), Gyllensten, U. (Ulf), Hadjadj, S. (Samy), Hallmans, G. (Göran), Hammond, N. (Naomi), Han, X. (Xijing), Hartikainen, A.-L. (Anna-Liisa), Hassanali, N. (Neelam), Hayward, C. (Caroline), Heath, S.C. (Simon), Hercberg, S. (Serge), Herder, C. (Christian), Hicks, A.A. (Andrew), Hillman, D.R. (David), Hingorani, A. (Aroon), Hofman, A. (Albert), Hui, J. (Jennie), Hung, J. (Judy), Isomaa, B. (Bo), Jørgensen, T. (Torben), Jula, A. (Antti), Kaakinen, M. (Marika), Kaprio, J. (Jaakko), AnteroKesaniemi, Y., Kivimaki, M. (Mika), Knight, B. (Beatrice), Koskinen, S. (Seppo), Kovacs, P. (Peter), Kyvik, K.O. (Kirsten Ohm), Lathrop, G.M. (Mark), Lawlor, D.A. (Debbie), Bacquer, O.L. (Olivier), Lecoeur, C. (Cécile), Lyssenko, V. (Valeriya), Mahley, R. (Robert), Mangino, M. (Massimo), Manning, A.K. (Alisa), TeresaMartínez-Larrad, M. (María), McAteer, J.B. (Jarred), McCulloch, L.J. (Laura), McPherson, R. (Ruth), Meisinger, C. (Christa), Melzer, D. (David), Meyre, D. (David), Mitchell, B.D. (Braxton), Morken, M.A. (Mario), Mukherjee, S. (Sutapa), Naitza, S. (Silvia), Narisu, N. (Narisu), Neville, M.J. (Matthew), Oostra, B.A. (Ben), Orrù, M. (Marco), Pakyz, R. (Ruth), Palmer, C.N.A. (Colin), Paolisso, G. (Giuseppe), Pattaro, C. (Cristian), Pearson, D. (Daniel), Peden, J. (John), Pedersen, N.L. (Nancy), Perola, M. (Markus), Pfeiffer, A.F.H. (Andreas), Pichler, I. (Irene), Polasek, O. (Ozren), Posthuma, D. (Danielle), Potter, S.C. (Simon), Pouta, A. (Anneli), Province, M.A. (Mike), Psaty, B.M. (Bruce), Rathmann, W. (Wolfgang), Rayner, N.W. (Nigel William), Rice, K. (Kenneth), Ripatti, S. (Samuli), Rivadeneira Ramirez, F. (Fernando), Roden, M. (Michael), Rolandsson, O. (Olov), Sandbaek, A. (Annelli), Sandhu, M.S. (Manjinder), Sanna, S. (Serena), Sayer, A.A., Scheet, P. (Paul), Scott, L.J. (Laura), Seedorf, U. (Udo), Sharp, S.J. (Stephen), Shields, B.M. (Beverley), Sigursson, G. (Gunnar), Sijbrands, E.J.G. (Eric), Silveira, A. (Angela), Simpson, L. (Laila), Singleton, A. (Andrew), Smith, N.L. (Nicholas), Sovio, U. (Ulla), Swift, A.J. (Amy), Syddall, H. (Holly), Syvänen, A.-C. (Ann-Christine), Tanaka, T. (Toshiko), Thorand, B. (Barbara), Tichet, J. (Jean), Tönjes, A. (Anke), Tuomi, T. (Tiinamaija), Uitterlinden, A.G. (André), Willems van Dijk, J.A.P. (Ko), Hoek, M. (Mandy) van, Varma, D. (Dhiraj), Visvikis-Siest, S. (Sophie), Vitart, V. (Veronique), Vogelzangs, N. (Nicole), Waeber, G. (Gérard), Wagner, P.J. (Peter), Walley, A. (Andrew), BragiWalters, G., Ward, K.L. (Kim), Watkins, H. (Hugh), Weedon, M.N. (Michael), Wild, S.H. (Sarah), Willemsen, G.A.H.M. (Gonneke), Witteman, J.C.M. (Jacqueline), GYarnell, J.W. (John), Zeggini, E. (Eleftheria), Zelenika, D. (Diana), Zethelius, B. (Björn), Zhai, G. (Guangju), Zhao, J.H. (Jing Hua), Zillikens, M.C. (Carola), Borecki, I.B. (Ingrid), Loos, R.J.F. (Ruth), Meneton, P. (Pierre), Magnusson, P.K. (Patrik), Nathan, D.M. (David), Williams, G.H. (Gordon), Hattersley, A.T. (Andrew), Silander, K. (Kaisa), Salomaa, V. (Veikko), Bornstein, S.R. (Stefan), Schwarz, P. (Peter), Spranger, J. (Jürgen), Karpe, F. (Fredrik), Shuldiner, A.R. (Alan), Dedoussis, G.V. (George), Serrano-Ríos, M. (Manuel), Lind, L. (Lars), Palmer, C. (Cameron), Hu, F.B. (Frank), Franks, P.W. (Paul), Ebrahim, S. (Shanil), Marmot, M. (Michael), Kao, W.-H.L. (Linda), Pankow, J.S. (James), Sampson, M.J. (Michael), Kuusisto, J. (Johanna), Laakso, M. (Markku), Hansen, T. (Torben), Pramstaller, P.P. (Peter Paul), Wichmann, H.E. (Erich), Illig, T. (Thomas), Rudan, I. (Igor), Wright, A.F. (Alan), Stumvoll, M. (Michael), Campbell, H. (Harry), Wilson, J.F. (James), Bergman, R.N. (Richard), Buchanan, T.A. (Thomas), Collins, F.S. (Francis), Mohlke, K.L. (Karen), Tuomilehto, J. (Jaakko), Valle, T.T. (Timo), Altshuler, D. (David), Rotter, J.I. (Jerome), Siscovick, D.S. (David), Penninx, B.W.J.H. (Brenda), Boomsma, D.I. (Dorret), Deloukas, P. (Panagiotis), Spector, T.D. (Timothy), Frayling, T.M. (Timothy), Ferrucci, L. (Luigi), Kong, A. (Augustine), Thorsteinsdottir, U. (Unnur), Zwart, J-A. (John-Anker), Tikka-Kleemola, P. (Päivi), Aulchenko, Y.S. (Yurii), Cao, A. (Antonio), Scuteri, A. (Angelo), Schlessinger, D. (David), Uda, M. (Manuela), Ruokonen, A. (Aimo), Jarvelin, M.-R. (Marjo-Riitta), Waterworth, D. (Dawn), Vollenweider, P. (Peter), Peltonen, L. (Leena Johanna), Mooser, V. (Vincent), Abecasis, G.R. (Gonçalo), Wareham, N.J. (Nick), Sladek, R. (Rob), Froguel, P. (Philippe), Meigs, J.B. (James), Groop, L. (Leif), Watanabe, R.M. (Richard), Boehnke, M. (Michael), McCarthy, M.I. (Mark), Florez, J.C. (Jose), Barroso, I.E. (Inês), Dupuis, J. (Josée), Langenberg, C. (Claudia), Prokopenko, I. (Inga), Saxena, R. (Richa), Soranzo, N. (Nicole), Jackson, A.U. (Anne), Wheeler, E. (Eleanor), Glazer, N.L. (Nicole), Bouatia-Naji, N. (Nabila), Gloyn, A.L. (Anna), Lindgren, C.M. (Cecilia), Mägi, R. (Reedik), Morris, A.P. (Andrew), Randall, J.C. (Joshua), Johnson, T. (Toby), Elliott, P. (Paul), Rybin, D. (Denis), Thorleifsson, G. (Gudmar), Steinthorsdottir, V. (Valgerdur), Henneman, P. (Peter), Grallert, H. (Harald), Dehghan, A. (Abbas), JanHottenga, J. (Jouke), Franklin, C.S. (Christopher), Navarro, P. (Pau), Song, K. (Kijoung), Goel, A. (Anuj), Perry, J.R.B. (John), Egan, J.M. (Josephine), Lajunen, T. (Taina), Grarup, N. (Niels), Sparsø, T. (Thomas), Doney, A.S.F. (Alex), Voight, B.F. (Benjamin), Stringham, H.M. (Heather), Li, M. (Man), Kanoni, S. (Stavroula), Shrader, P. (Peter), Cavalcanti-Proença, C. (Christine), Kumari, M. (Meena), Qi, L. (Lu), Timpson, N.J. (Nicholas), Gieger, C. (Christian), Zabena, C. (Carina), Rocheleau, G. (Ghislain), Ingelsson, E. (Erik), An, P. (Ping), O´Connell, J.R., Luan, J., McCarroll, S.A. (Steven), Payne, F. (Felicity), Roccasecca, R.M., Pattou, F. (François), Sethupathy, P. (Praveen), Ardlie, K.G. (Kristin), Ariyurek, Y. (Yavuz), Balkau, B. (Beverley), Barter, P. (Phil), Beilby, J.P. (John), Ben-Shlomo, Y., Benediktsson, R. (Rafn), Bennett, A.J. (Amanda), Bergmann, S.M. (Sven), Bochud, M. (Murielle), Boerwinkle, E.A. (Eric), Bonnefond, A. (Amélie), Bonnycastle, L.L. (Lori), Borch-Johnsen, K., Böttcher, Y. (Yvonne), Brunner, E. (Eric), Bumpstead, S. (Suzannah), Charpentier, G. (Guillaume), IdaChen, Y. (Yii) der, Chines, P.S. (Peter), Clarke, R., McOin, L.J. (Lachlan), Cooper, M.N. (Matthew), Cornelis, M. (Marilyn), Crawford, G. (Gabe), Crisponi, L. (Laura), Day, I.N.M. (Ian), Geus, E.J.C. (Eco) de, Delplanque, J. (Jerome), Dina, C. (Christian), Erdos, M.R. (Michael), Fedson, A.C. (Annette), Fischer-Rosinsky, A. (Antje), Forouhi, N.G. (Nita), Fox, C.S. (Caroline), Frants, R.R. (Rune), GraziaFranzosi, M. (Maria), Galan, P. (Pilar), Goodarzi, M. (Mark), Graessler, J. (Jürgen), Groves, C.J. (Christopher), Grundy, S.M. (Scott), Gwilliam, R. (Rhian), Gyllensten, U. (Ulf), Hadjadj, S. (Samy), Hallmans, G. (Göran), Hammond, N. (Naomi), Han, X. (Xijing), Hartikainen, A.-L. (Anna-Liisa), Hassanali, N. (Neelam), Hayward, C. (Caroline), Heath, S.C. (Simon), Hercberg, S. (Serge), Herder, C. (Christian), Hicks, A.A. (Andrew), Hillman, D.R. (David), Hingorani, A. (Aroon), Hofman, A. (Albert), Hui, J. (Jennie), Hung, J. (Judy), Isomaa, B. (Bo), Jørgensen, T. (Torben), Jula, A. (Antti), Kaakinen, M. (Marika), Kaprio, J. (Jaakko), AnteroKesaniemi, Y., Kivimaki, M. (Mika), Knight, B. (Beatrice), Koskinen, S. (Seppo), Kovacs, P. (Peter), Kyvik, K.O. (Kirsten Ohm), Lathrop, G.M. (Mark), Lawlor, D.A. (Debbie), Bacquer, O.L. (Olivier), Lecoeur, C. (Cécile), Lyssenko, V. (Valeriya), Mahley, R. (Robert), Mangino, M. (Massimo), Manning, A.K. (Alisa), TeresaMartínez-Larrad, M. (María), McAteer, J.B. (Jarred), McCulloch, L.J. (Laura), McPherson, R. (Ruth), Meisinger, C. (Christa), Melzer, D. (David), Meyre, D. (David), Mitchell, B.D. (Braxton), Morken, M.A. (Mario), Mukherjee, S. (Sutapa), Naitza, S. (Silvia), Narisu, N. (Narisu), Neville, M.J. (Matthew), Oostra, B.A. (Ben), Orrù, M. (Marco), Pakyz, R. (Ruth), Palmer, C.N.A. (Colin), Paolisso, G. (Giuseppe), Pattaro, C. (Cristian), Pearson, D. (Daniel), Peden, J. (John), Pedersen, N.L. (Nancy), Perola, M. (Markus), Pfeiffer, A.F.H. (Andreas), Pichler, I. (Irene), Polasek, O. (Ozren), Posthuma, D. (Danielle), Potter, S.C. (Simon), Pouta, A. (Anneli), Province, M.A. (Mike), Psaty, B.M. (Bruce), Rathmann, W. (Wolfgang), Rayner, N.W. (Nigel William), Rice, K. (Kenneth), Ripatti, S. (Samuli), Rivadeneira Ramirez, F. (Fernando), Roden, M. (Michael), Rolandsson, O. (Olov), Sandbaek, A. (Annelli), Sandhu, M.S. (Manjinder), Sanna, S. (Serena), Sayer, A.A., Scheet, P. (Paul), Scott, L.J. (Laura), Seedorf, U. (Udo), Sharp, S.J. (Stephen), Shields, B.M. (Beverley), Sigursson, G. (Gunnar), Sijbrands, E.J.G. (Eric), Silveira, A. (Angela), Simpson, L. (Laila), Singleton, A. (Andrew), Smith, N.L. (Nicholas), Sovio, U. (Ulla), Swift, A.J. (Amy), Syddall, H. (Holly), Syvänen, A.-C. (Ann-Christine), Tanaka, T. (Toshiko), Thorand, B. (Barbara), Tichet, J. (Jean), Tönjes, A. (Anke), Tuomi, T. (Tiinamaija), Uitterlinden, A.G. (André), Willems van Dijk, J.A.P. (Ko), Hoek, M. (Mandy) van, Varma, D. (Dhiraj), Visvikis-Siest, S. (Sophie), Vitart, V. (Veronique), Vogelzangs, N. (Nicole), Waeber, G. (Gérard), Wagner, P.J. (Peter), Walley, A. (Andrew), BragiWalters, G., Ward, K.L. (Kim), Watkins, H. (Hugh), Weedon, M.N. (Michael), Wild, S.H. (Sarah), Willemsen, G.A.H.M. (Gonneke), Witteman, J.C.M. (Jacqueline), GYarnell, J.W. (John), Zeggini, E. (Eleftheria), Zelenika, D. (Diana), Zethelius, B. (Björn), Zhai, G. (Guangju), Zhao, J.H. (Jing Hua), Zillikens, M.C. (Carola), Borecki, I.B. (Ingrid), Loos, R.J.F. (Ruth), Meneton, P. (Pierre), Magnusson, P.K. (Patrik), Nathan, D.M. (David), Williams, G.H. (Gordon), Hattersley, A.T. (Andrew), Silander, K. (Kaisa), Salomaa, V. (Veikko), Bornstein, S.R. (Stefan), Schwarz, P. (Peter), Spranger, J. (Jürgen), Karpe, F. (Fredrik), Shuldiner, A.R. (Alan), Dedoussis, G.V. (George), Serrano-Ríos, M. (Manuel), Lind, L. (Lars), Palmer, C. (Cameron), Hu, F.B. (Frank), Franks, P.W. (Paul), Ebrahim, S. (Shanil), Marmot, M. (Michael), Kao, W.-H.L. (Linda), Pankow, J.S. (James), Sampson, M.J. (Michael), Kuusisto, J. (Johanna), Laakso, M. (Markku), Hansen, T. (Torben), Pramstaller, P.P. (Peter Paul), Wichmann, H.E. (Erich), Illig, T. (Thomas), Rudan, I. (Igor), Wright, A.F. (Alan), Stumvoll, M. (Michael), Campbell, H. (Harry), Wilson, J.F. (James), Bergman, R.N. (Richard), Buchanan, T.A. (Thomas), Collins, F.S. (Francis), Mohlke, K.L. (Karen), Tuomilehto, J. (Jaakko), Valle, T.T. (Timo), Altshuler, D. (David), Rotter, J.I. (Jerome), Siscovick, D.S. (David), Penninx, B.W.J.H. (Brenda), Boomsma, D.I. (Dorret), Deloukas, P. (Panagiotis), Spector, T.D. (Timothy), Frayling, T.M. (Timothy), Ferrucci, L. (Luigi), Kong, A. (Augustine), Thorsteinsdottir, U. (Unnur), Zwart, J-A. (John-Anker), Tikka-Kleemola, P. (Päivi), Aulchenko, Y.S. (Yurii), Cao, A. (Antonio), Scuteri, A. (Angelo), Schlessinger, D. (David), Uda, M. (Manuela), Ruokonen, A. (Aimo), Jarvelin, M.-R. (Marjo-Riitta), Waterworth, D. (Dawn), Vollenweider, P. (Peter), Peltonen, L. (Leena Johanna), Mooser, V. (Vincent), Abecasis, G.R. (Gonçalo), Wareham, N.J. (Nick), Sladek, R. (Rob), Froguel, P. (Philippe), Meigs, J.B. (James), Groop, L. (Leif), Watanabe, R.M. (Richard), Boehnke, M. (Michael), McCarthy, M.I. (Mark), Florez, J.C. (Jose), and Barroso, I.E. (Inês)

Abstract

Levels of circulating glucose are tightly regulated. To identify new loci influencing glycemic traits, we performed meta-analyses of 21 genome-wide association studies informative for fasting glucose, fasting insulin and indices of beta-cell function (HOMA-B) and insulin resistance (HOMA-IR) in up to 46,186 nondiabetic participants. Follow-up of 25 loci in up to 76,558 additional subjects identified 16 loci associated with fasting glucose and HOMA-B and two loci associated with fasting insulin and HOMA-IR. These include nine loci newly associated with fasting glucose (in or near ADCY5, MADD, ADRA2A, CRY2, FADS1, GLIS3, SLC2A2, PROX1 and C2CD4B) and one influencing fasting insulin and HOMA-IR (near IGF1). We also demonstrated association of ADCY5, PROX1, GCK, GCKR and DGKB-TMEM195 with type 2 diabetes. Within these loci, likely biological candidate genes influence signal transduction, cell proliferation, development, glucose-sensing and circadian regulation. Our results demonstrate that genetic studies of glycemic traits can identify type 2 diabetes risk loci, as well as loci containing gene variants that are associated with a modest elevation in glucose levels but are not associated with overt diabetes.

Published
2010
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31. Twelve type 2 diabetes susceptibility loci identified through large-scale association analysis

Author

Voight, B.F. (Benjamin), Scott, L.J. (Laura), Steinthorsdottir, V. (Valgerdur), Morris, A.D. (Andrew), Dina, C. (Christian), Welch, R.P. (Ryan), Zeggini, E. (Eleftheria), Huth, C. (Cornelia), Aulchenko, Y.S. (Yurii), Thorleifsson, G. (Gudmar), McCulloch, L.J. (Laura), Ferreira, T. (Teresa), Grallert, H. (Harald), Amin, N. (Najaf), Wu, G. (Guanming), Willer, C.J. (Cristen), Raychaudhuri, S. (Soumya), McCarroll, S.A. (Steven), Langenberg, C. (Claudia), Hofmann, O.M. (Oliver), Dupuis, J. (Josée), Qi, L. (Lu), Segrè, A.V. (Ayellet), Hoek, M. (Mandy) van, Navarro, P. (Pau), Ardlie, K.G. (Kristin), Balkau, B. (Beverley), Benediktsson, R. (Rafn), Bennett, A.J. (Amanda), Blagieva, R. (Roza), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Boström, K.B. (Kristina Bengtsson), Bravenboer, B. (Bert), Bumpstead, S. (Suzannah), Burtt, N.P. (Noël), Charpentier, G. (Guillaume), Chines, P.S. (Peter), Cornelis, M. (Marilyn), Couper, D.J. (David), Crawford, G. (Gabe), Doney, A.S.F. (Alex), Elliott, K.S. (Katherine), Erdos, M.R. (Michael), Fox, C.S. (Caroline), Franklin, C.S. (Christopher), Ganser, M. (Martha), Gieger, C. (Christian), Grarup, N. (Niels), Green, T. (Todd), Griffin, S. (Simon), Groves, C.J. (Christopher), Guiducci, C. (Candace), Hadjadj, S. (Samy), Hassanali, N. (Neelam), Herder, C. (Christian), Isomaa, B. (Bo), Jackson, A.U. (Anne), Johnson, P.R.V. (Paul), Jørgensen, T. (Torben), Kao, W.H.L. (Wen), Klopp, N. (Norman), Kong, A. (Augustine), Kraft, P. (Peter), Kuusisto, J. (Johanna), Lauritzen, T. (Torsten), Li, M. (Man), Lieverse, A.G. (Aloysius), Lindgren, C.M. (Cecilia), Lyssenko, V. (Valeriya), Marre, M. (Michel), Meitinger, T. (Thomas), Midthjell, K. (Kristian), Morken, M.A. (Mario), Narisu, N. (Narisu), Nilsson, P. (Peter), Owen, K.R. (Katharine), Payne, F. (Felicity), Perry, J.R.B. (John), Petersen, A.K., Platou, C. (Carl), Proença, C. (Christine), Prokopenko, I. (Inga), Rathmann, W. (Wolfgang), Rayner, N.W. (Nigel William), Robertson, N.R. (Neil), Rocheleau, G. (Ghislain), Roden, M. (Michael), Sampson, M.J. (Michael), Saxena, R. (Richa), Shields, B.M. (Beverley), Shrader, P. (Peter), Sigurdsson, G. (Gunnar), Sparsø, T. (Thomas), Strassburger, K. (Klaus), Stringham, H.M. (Heather), Sun, Q. (Qi), Swift, A.J. (Amy), Thorand, B. (Barbara), Tichet, J. (Jean), Tuomi, T. (Tiinamaija), Dam, R.M. (Rob) van, Haeften, T.W. (Timon) van, Herpt, T.W. (Thijs) van, Vliet-Ostaptchouk, J.V. (Jana) van, Walters, G.B. (Bragi), Weedon, M.N. (Michael), Wijmenga, C. (Cisca), Witteman, J.C.M. (Jacqueline), Bergman, R.N. (Richard), Cauchi, S. (Stephane), Collins, F.S. (Francis), Gloyn, A.L. (Anna), Gyllensten, U. (Ulf), Hansen, T. (Torben), Hide, W.A. (Winston), Hitman, G.A. (Graham), Hofman, A. (Albert), Hunter, D. (David), Hveem, K. (Kristian), Laakso, M. (Markku), Mohlke, K.L. (Karen), Palmer, C.N.A. (Colin), Pramstaller, P.P. (Peter Paul), Rudan, I. (Igor), Sijbrands, E.J.G. (Eric), Stein, L.D. (Lincoln), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Walker, M. (Mark), Wareham, N.J. (Nick), Abecasis, G.R. (Gonçalo), Boehm, B.O. (Bernhard), Campbell, H. (Harry), Daly, M.J. (Mark), Hattersley, A.T. (Andrew), Hu, F.B. (Frank), Meigs, J.B. (James), Pankow, J.S. (James), Pedersen, O. (Oluf), Wichmann, H.E. (Erich), Barroso, I.E. (Inês), Florez, J.C. (Jose), Frayling, T.M. (Timothy), Groop, L. (Leif), Sladek, R. (Rob), Thorsteinsdottir, U. (Unnur), Wilson, J.F. (James), Illig, T. (Thomas), Froguel, P. (Philippe), Tikka-Kleemola, P. (Päivi), Zwart, J-A. (John-Anker), Altshuler, D. (David), Boehnke, M. (Michael), McCarthy, M.I. (Mark), Watanabe, R.M. (Richard), Voight, B.F. (Benjamin), Scott, L.J. (Laura), Steinthorsdottir, V. (Valgerdur), Morris, A.D. (Andrew), Dina, C. (Christian), Welch, R.P. (Ryan), Zeggini, E. (Eleftheria), Huth, C. (Cornelia), Aulchenko, Y.S. (Yurii), Thorleifsson, G. (Gudmar), McCulloch, L.J. (Laura), Ferreira, T. (Teresa), Grallert, H. (Harald), Amin, N. (Najaf), Wu, G. (Guanming), Willer, C.J. (Cristen), Raychaudhuri, S. (Soumya), McCarroll, S.A. (Steven), Langenberg, C. (Claudia), Hofmann, O.M. (Oliver), Dupuis, J. (Josée), Qi, L. (Lu), Segrè, A.V. (Ayellet), Hoek, M. (Mandy) van, Navarro, P. (Pau), Ardlie, K.G. (Kristin), Balkau, B. (Beverley), Benediktsson, R. (Rafn), Bennett, A.J. (Amanda), Blagieva, R. (Roza), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Boström, K.B. (Kristina Bengtsson), Bravenboer, B. (Bert), Bumpstead, S. (Suzannah), Burtt, N.P. (Noël), Charpentier, G. (Guillaume), Chines, P.S. (Peter), Cornelis, M. (Marilyn), Couper, D.J. (David), Crawford, G. (Gabe), Doney, A.S.F. (Alex), Elliott, K.S. (Katherine), Erdos, M.R. (Michael), Fox, C.S. (Caroline), Franklin, C.S. (Christopher), Ganser, M. (Martha), Gieger, C. (Christian), Grarup, N. (Niels), Green, T. (Todd), Griffin, S. (Simon), Groves, C.J. (Christopher), Guiducci, C. (Candace), Hadjadj, S. (Samy), Hassanali, N. (Neelam), Herder, C. (Christian), Isomaa, B. (Bo), Jackson, A.U. (Anne), Johnson, P.R.V. (Paul), Jørgensen, T. (Torben), Kao, W.H.L. (Wen), Klopp, N. (Norman), Kong, A. (Augustine), Kraft, P. (Peter), Kuusisto, J. (Johanna), Lauritzen, T. (Torsten), Li, M. (Man), Lieverse, A.G. (Aloysius), Lindgren, C.M. (Cecilia), Lyssenko, V. (Valeriya), Marre, M. (Michel), Meitinger, T. (Thomas), Midthjell, K. (Kristian), Morken, M.A. (Mario), Narisu, N. (Narisu), Nilsson, P. (Peter), Owen, K.R. (Katharine), Payne, F. (Felicity), Perry, J.R.B. (John), Petersen, A.K., Platou, C. (Carl), Proença, C. (Christine), Prokopenko, I. (Inga), Rathmann, W. (Wolfgang), Rayner, N.W. (Nigel William), Robertson, N.R. (Neil), Rocheleau, G. (Ghislain), Roden, M. (Michael), Sampson, M.J. (Michael), Saxena, R. (Richa), Shields, B.M. (Beverley), Shrader, P. (Peter), Sigurdsson, G. (Gunnar), Sparsø, T. (Thomas), Strassburger, K. (Klaus), Stringham, H.M. (Heather), Sun, Q. (Qi), Swift, A.J. (Amy), Thorand, B. (Barbara), Tichet, J. (Jean), Tuomi, T. (Tiinamaija), Dam, R.M. (Rob) van, Haeften, T.W. (Timon) van, Herpt, T.W. (Thijs) van, Vliet-Ostaptchouk, J.V. (Jana) van, Walters, G.B. (Bragi), Weedon, M.N. (Michael), Wijmenga, C. (Cisca), Witteman, J.C.M. (Jacqueline), Bergman, R.N. (Richard), Cauchi, S. (Stephane), Collins, F.S. (Francis), Gloyn, A.L. (Anna), Gyllensten, U. (Ulf), Hansen, T. (Torben), Hide, W.A. (Winston), Hitman, G.A. (Graham), Hofman, A. (Albert), Hunter, D. (David), Hveem, K. (Kristian), Laakso, M. (Markku), Mohlke, K.L. (Karen), Palmer, C.N.A. (Colin), Pramstaller, P.P. (Peter Paul), Rudan, I. (Igor), Sijbrands, E.J.G. (Eric), Stein, L.D. (Lincoln), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Walker, M. (Mark), Wareham, N.J. (Nick), Abecasis, G.R. (Gonçalo), Boehm, B.O. (Bernhard), Campbell, H. (Harry), Daly, M.J. (Mark), Hattersley, A.T. (Andrew), Hu, F.B. (Frank), Meigs, J.B. (James), Pankow, J.S. (James), Pedersen, O. (Oluf), Wichmann, H.E. (Erich), Barroso, I.E. (Inês), Florez, J.C. (Jose), Frayling, T.M. (Timothy), Groop, L. (Leif), Sladek, R. (Rob), Thorsteinsdottir, U. (Unnur), Wilson, J.F. (James), Illig, T. (Thomas), Froguel, P. (Philippe), Tikka-Kleemola, P. (Päivi), Zwart, J-A. (John-Anker), Altshuler, D. (David), Boehnke, M. (Michael), McCarthy, M.I. (Mark), and Watanabe, R.M. (Richard)

Abstract

By combining genome-wide association data from 8,130 individuals with type 2 diabetes (T2D) and 38,987 controls of European descent and following up previously unidentified meta-analysis signals in a further 34,412 cases and 59,925 controls, we identified 12 new T2D association signals with combined P 5 × 10 8. These include a second independent signal at the KCNQ1 locus; the first report, to our knowledge, of an X-chromosomal association (near DUSP9); and a further instance of overlap

Published
2010
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32. Combined analysis of 19 common validated type 2 diabetes susceptibility gene variants shows moderate discriminative value and no evidence of gene-gene interaction

Author

Sparsø, T, Grarup, N, Andreasen, C., Albrechtsen, A, Holmkvist, J, Andersen, G, Jørgensen, Torben, Borch-Johnsen, K, Sandbaek, A, Lauritzen, T, Madsbad, S, Hansen, T, Pedersen, Oluf, Andreasen, C, Jørgensen, T, Pedersen, O, Sparsø, T, Grarup, N, Andreasen, C., Albrechtsen, A, Holmkvist, J, Andersen, G, Jørgensen, Torben, Borch-Johnsen, K, Sandbaek, A, Lauritzen, T, Madsbad, S, Hansen, T, Pedersen, Oluf, Andreasen, C, Jørgensen, T, and Pedersen, O

Abstract

Udgivelsesdato: 2009-Jul, AIMS/HYPOTHESIS: The list of validated type 2 diabetes susceptibility variants has recently been expanded from three to 19. The variants identified are common and have low penetrance in the general population. The aim of the study is to investigate the combined effect of the 19 variants by applying receiver operating characteristics (ROC) to demonstrate the discriminatory value between glucose-tolerant individuals and type 2 diabetes patients in a cross-sectional population of Danes. METHODS: The 19 variants were genotyped in three study populations: the population-based Inter99 study; the ADDITION study; and additional type 2 diabetic patients and glucose-tolerant individuals. The case-control studies involved 4,093 type 2 diabetic patients and 5,302 glucose-tolerant individuals. RESULTS: Single-variant analyses demonstrated allelic odds ratios ranging from 1.04 (95% CI 0.98-1.11) to 1.33 (95% CI 1.22-1.45). When combining the 19 variants, subgroups with extreme risk profiles showed a threefold difference in the risk of type 2 diabetes (lower 10% carriers with < or =15 risk alleles vs upper 10% carriers with > or =22 risk alleles, OR 2.93 (95% CI 2.38-3.62, p = 1.6 x 10(-25)). We calculated the area under a ROC curve to estimate the discrimination rate between glucose-tolerant individuals and type 2 diabetes patients based on the 19 variants. We found an area under the ROC curve of 0.60. Two-way gene-gene interaction showed few nominal interaction effects. CONCLUSIONS/INTERPRETATION: Combined analysis of the 19 validated variants enables detection of subgroups at substantially increased risk of type 2 diabetes; however, the discrimination between glucose-tolerant and type 2 diabetes individuals is still too inaccurate to achieve clinical value.

Published
2009

33. Impact of polymorphisms in WFS1 on prediabetic phenotypes in a population-based sample of middle-aged people with normal and abnormal glucose regulation

Author

Sparsø, T, Andersen, G, Albrechtsen, Anders, Jørgensen, T, Borch-Johnsen, K, Sandbaek, A, Lauritzen, T, Wasson, J, Permutt, M A, Glaser, B, Madsbad, S, Pedersen, Oluf, Hansen, T, Sparsø, T, Andersen, G, Albrechtsen, Anders, Jørgensen, T, Borch-Johnsen, K, Sandbaek, A, Lauritzen, T, Wasson, J, Permutt, M A, Glaser, B, Madsbad, S, Pedersen, Oluf, and Hansen, T

Abstract

Udgivelsesdato: 2008-Sep, AIM/HYPOTHESIS: Recently, variants in WFS1 have been shown to be associated with type 2 diabetes. We aimed to examine metabolic risk phenotypes of WFS1 variants in glucose-tolerant people and in individuals with abnormal glucose regulation. METHODS: The type 2 diabetes-associated WFS1 variant rs734312 (His611Arg) was studied in the population-based Inter99 cohort involving 4,568 glucose-tolerant individuals and 1,471 individuals with treatment-naive abnormal glucose regulation, and in an additional 3,733 treated type 2 diabetes patients. RESULTS: The WFS1 rs734312 showed a borderline significant association with type 2 diabetes with directions and relative risks consistent with previous reports. In individuals with abnormal glucose regulation, the diabetogenic risk A allele of rs734312 was associated in an allele-dependent manner with a decrease in insulinogenic index (p = 0.025) and decreased 30-min serum insulin levels (p = 0.047) after an oral glucose load. In glucose-tolerant individuals the same allele was associated with increased fasting serum insulin concentration (p = 0.019) and homeostasis model assessment of insulin resistance (HOMA-IR; p = 0.026). To study the complex interaction of WFS1 rs734312 on insulin release and insulin resistance we introduced Hotelling's T (2) test. Assuming bivariate normal distribution, we constructed standard error ellipses of the insulinogenic index and HOMA-IR when stratified according to glucose tolerance status around the means of each WFS1 rs734312 genotype level. The interaction term between individuals with normal glucose tolerance and abnormal glucose regulation on the insulinogenic index and HOMA-IR was significantly associated with the traits (p = 0.0017). CONCLUSIONS/INTERPRETATION: Type 2 diabetes-associated risk alleles of WFS1 are associated with estimates of a decreased pancreatic beta cell function among middle-aged individuals with abnormal glucose regulation.

Published
2008

34. Genetic analysis of the estrogen-related receptor alpha and studies of association with obesity and type 2 diabetes

Author

Larsen, L H, Rose, C S, Sparsø, T, Overgaard, J, Torekov, Signe Sørensen, Grarup, N, Jensen, D P, Albrechtsen, Anders, Andersen, G, Ek, J, Glümer, C, Borch-Johnsen, K, Jørgensen, T, Hansen, T, Pedersen, O, Larsen, L H, Rose, C S, Sparsø, T, Overgaard, J, Torekov, Signe Sørensen, Grarup, N, Jensen, D P, Albrechtsen, Anders, Andersen, G, Ek, J, Glümer, C, Borch-Johnsen, K, Jørgensen, T, Hansen, T, and Pedersen, O

Abstract

The estrogen-related receptor alpha (ERRalpha or NR3B1) is a transcription factor from the nuclear receptor super-family, group III. The gene encoding ERRalpha (ESRRA) is located on chromosome 11q13, a region showing genetic linkage to body mass index and fat percentage. Through interaction with the peroxisome proliferator-activated receptor-gamma coactivator-1alpha (PGC-1alpha), ERRalpha regulates key enzymes involved in the beta-oxidation of fatty acids.

Published
2007

35. The GCKR rs780094 polymorphism is associated with elevated fasting serum triacylglycerol, reduced fasting and OGTT-related insulinaemia, and reduced risk of type 2 diabetes

Author

Sparsø, T, Andersen, G, Nielsen, T, Burgdorf, K S, Gjesing, Anette Marianne Prior, Nielsen, A L, Albrechtsen, Anders, Rasmussen, S S, Jørgensen, Torben, Borch-Johnsen, K, Sandbaek, A, Lauritzen, T, Madsbad, S, Hansen, T, Pedersen, Oluf, Sparsø, T, Andersen, G, Nielsen, T, Burgdorf, K S, Gjesing, Anette Marianne Prior, Nielsen, A L, Albrechtsen, Anders, Rasmussen, S S, Jørgensen, Torben, Borch-Johnsen, K, Sandbaek, A, Lauritzen, T, Madsbad, S, Hansen, T, and Pedersen, Oluf

Abstract

AIMS/HYPOTHESIS: Recent genome-wide association studies have suggested that a polymorphism in GCKR, the gene encoding the glucokinase regulatory protein, is involved in triacylglycerol regulation. Our aim was to examine in large-scale studies the common GCKR rs780094 polymorphism in relation to metabolic traits (mainly fasting hypertriacylglycerolaemia) and traits related to pancreatic beta cell function. METHODS: The polymorphism was genotyped in 16,853 Danes using Taqman allelic discrimination. Association was analysed in case-control studies and quantitative trait analyses. We also analysed the possible interactive effect between the GCK -30G>A polymorphism and the GCKR rs780094 variant on metabolic traits. RESULTS: The minor GCKR A-allele of rs780094 is associated with an increased level of fasting serum triacylglycerol (p = 6 x 10(-14)), impaired fasting (p = 0.001) and OGTT-related insulin release (p = 3 x 10(-6)), reduced homeostasis model assessment of insulin resistance (p = 0.0004), WHO-defined dyslipidaemia (p = 6 x 10(-9)) and a modestly decreased risk of type 2 diabetes (p = 0.01). Significantly increased fasting serum insulin concentrations were demonstrated when analysing the GCK -30A and GCKR rs780094 G-alleles in an additive model. CONCLUSIONS/INTERPRETATION: The GCKR rs780094 polymorphism, or another variant with which it is in tight linkage disequilibrium, is likely to increase glucokinase regulatory protein activity to induce improved glycaemic regulation at the expense of hypertriacylglycerolaemia as reflected in the present study of 16,853 Danes. We also suggest an additive effect of GCK and GCKR risk alleles on plasma glucose and serum insulin release. Udgivelsesdato: 2008-Jan, AIMS/HYPOTHESIS: Recent genome-wide association studies have suggested that a polymorphism in GCKR, the gene encoding the glucokinase regulatory protein, is involved in triacylglycerol regulation. Our aim was to examine in large-scale studies the common GCKR rs780094 polymorphism in relation to metabolic traits (mainly fasting hypertriacylglycerolaemia) and traits related to pancreatic beta cell function. METHODS: The polymorphism was genotyped in 16,853 Danes using Taqman allelic discrimination. Association was analysed in case-control studies and quantitative trait analyses. We also analysed the possible interactive effect between the GCK -30G>A polymorphism and the GCKR rs780094 variant on metabolic traits. RESULTS: The minor GCKR A-allele of rs780094 is associated with an increased level of fasting serum triacylglycerol (p = 6 x 10(-14)), impaired fasting (p = 0.001) and OGTT-related insulin release (p = 3 x 10(-6)), reduced homeostasis model assessment of insulin resistance (p = 0.0004), WHO-defined dyslipidaemia (p = 6 x 10(-9)) and a modestly decreased risk of type 2 diabetes (p = 0.01). Significantly increased fasting serum insulin concentrations were demonstrated when analysing the GCK -30A and GCKR rs780094 G-alleles in an additive model. CONCLUSIONS/INTERPRETATION: The GCKR rs780094 polymorphism, or another variant with which it is in tight linkage disequilibrium, is likely to increase glucokinase regulatory protein activity to induce improved glycaemic regulation at the expense of hypertriacylglycerolaemia as reflected in the present study of 16,853 Danes. We also suggest an additive effect of GCK and GCKR risk alleles on plasma glucose and serum insulin release.

Published
2007

36. Large-scale study of the -232C> G polymorphism of PCK1 in Type 2 diabetes

Author

Wegner, L., Andersen, G., Albrechtsen, Anders, Sparsø, T., Glümer, C., Borch-Johnsen, K., Jørgensen, T., Hansen, T., Pedersen, O., Wegner, L., Andersen, G., Albrechtsen, Anders, Sparsø, T., Glümer, C., Borch-Johnsen, K., Jørgensen, T., Hansen, T., and Pedersen, O.

Abstract

association study; genetics; Type 2 diabes

Published
2006

38. Erratum: Corrigendum: Twelve type 2 diabetes susceptibility loci identified through large-scale association analysis

Author

Voight, BF, Scott, LJ, Steinthorsdottir, V, Morris, AP, Dina, C, Welch, RP, Zeggini, E, Huth, C, Aulchenko, YS, Thorleifsson, G, McCulloch, LJ, Ferreira, T, Grallert, H, Amin, N, Wu, G, Willer, CJ, Raychaudhuri, S, McCarroll, SA, Langenberg, C, Hofmann, OM, Dupuis, J, Qi, L, Segrè, AV, van Hoek, M, Navarro, P, Ardlie, K, Balkau, B, Benediktsson, R, Bennett, AJ, Blagieva, R, Boerwinkle, E, Bonnycastle, LL, Boström, KB, Bravenboer, B, Bumpstead, S, Burtt, NP, Charpentier, G, Chines, PS, Cornelis, M, Couper, DJ, Crawford, G, Doney, AS, Elliott, KS, Elliott, AL, Erdos, MR, Fox, CS, Franklin, CS, Ganser, M, Gieger, C, Grarup, N, Green, T, Griffin, S, Groves, CJ, Guiducci, C, Hadjadj, S, Hassanali, N, Herder, C, Isomaa, B, Jackson, AU, Johnson, PR, Jørgensen, T, Kao, WH, Klopp, N, Kong, A, Kraft, P, Kuusisto, J, Lauritzen, T, Li, M, Lieverse, A, Lindgren, CM, Lyssenko, V, Marre, M, Meitinger, T, Midthjell, K, Morken, MA, Narisu, N, Nilsson, P, Owen, KR, Payne, F, Perry, JR, Petersen, AK, Platou, C, Proença, C, Prokopenko, I, Rathmann, W, Rayner, NW, Robertson, NR, Rocheleau, G, Roden, M, Sampson, MJ, Saxena, R, Shields, BM, Shrader, P, Sigurdsson, G, Sparsø, T, Strassburger, K, Stringham, HM, Sun, Q, Swift, AJ, Thorand, B, Tichet, J, Tuomi, T, van Dam, RM, van Haeften, TW, van Herpt, T, van Vliet-Ostaptchouk, JV, Walters, GB, Weedon, MN, Wijmenga, C, Witteman, J, Bergman, RN, Cauchi, S, Collins, FS, Gloyn, AL, Gyllensten, U, Hansen, T, Hide, WA, Hitman, GA, Hofman, A, Hunter, DJ, Hveem, K, Laakso, M, Mohlke, KL, Morris, AD, Palmer, CN, Pramstaller, PP, Rudan, I, Sijbrands, E, Stein, LD, Tuomilehto, J, Uitterlinden, A, Walker, M, Wareham, NJ, Watanabe, RM, Abecasis, GR, Boehm, BO, Campbell, H, Daly, MJ, Hattersley, AT, Hu, FB, Meigs, JB, Pankow, JS, Pedersen, O, Wichmann, HE, Barroso, I, Florez, JC, Frayling, TM, Groop, L, Sladek, R, Thorsteinsdottir, U, Wilson, JF, Illig, T, Froguel, P, van Duijn, CM, Stefansson, K, Altshuler, D, Boehnke, M, and McCarthy, MI

Subjects
Genetics, Scale (ratio), medicine, Susceptibility locus, Type 2 diabetes, Biology, medicine.disease, Genetic association
Published
2011

39. Impact of polymorphisms in WFS1 on prediabetic phenotypes in a population-based sample of middle-aged people with normal and abnormal glucose regulation

Author

Sparsø, T., primary, Andersen, G., additional, Albrechtsen, A., additional, Jørgensen, T., additional, Borch-Johnsen, K., additional, Sandbæk, A., additional, Lauritzen, T., additional, Wasson, J., additional, Permutt, M. A., additional, Glaser, B., additional, Madsbad, S., additional, Pedersen, O., additional, and Hansen, T., additional

Published
2008
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40. The GCKR rs780094 polymorphism is associated with elevated fasting serum triacylglycerol, reduced fasting and OGTT-related insulinaemia, and reduced risk of type 2 diabetes

Author

Sparsø, T., primary, Andersen, G., additional, Nielsen, T., additional, Burgdorf, K. S., additional, Gjesing, A. P., additional, Nielsen, A. L., additional, Albrechtsen, A., additional, Rasmussen, S. S., additional, Jørgensen, T., additional, Borch-Johnsen, K., additional, Sandbæk, A., additional, Lauritzen, T., additional, Madsbad, S., additional, Hansen, T., additional, and Pedersen, O., additional

Published
2007
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41. Genetic analysis of the estrogen-related receptor α and studies of association with obesity and type 2 diabetes

Author

Larsen, L H, primary, Rose, C S, additional, Sparsø, T, additional, Overgaard, J, additional, Torekov, S S, additional, Grarup, N, additional, Jensen, D P, additional, Albrechtsen, A, additional, Andersen, G, additional, Ek, J, additional, Glümer, C, additional, Borch-Johnsen, K, additional, Jørgensen, T, additional, Hansen, T, additional, and Pedersen, O, additional

Published
2006
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42. The diabetogenic VPS13C/ C2CD4A/ C2CD4B rs7172432 variant impairs glucose-stimulated insulin response in 5,722 non-diabetic Danish individuals.

Author

Grarup, N., Overvad, M., Sparsø, T., Witte, D., Pisinger, C., Jørgensen, T., Yamauchi, T., Hara, K., Maeda, S., Kadowaki, T., Hansen, T., and Pedersen, O.

Abstract

ims/hypothesis: A genome-wide association study in the Japanese population reported two genome-wide significant loci associated with type 2 diabetes of which the VPS13C/ C2CD4A/ C2CD4B locus was replicated in Europeans. We looked for potential associations between the diabetogenic VPS13C/ C2CD4A/ C2CD4B rs7172432 variant and diabetes-related intermediary traits. Methods: We genotyped the rs7172432 variant in the population-based Inter99 cohort ( n = 6,784) and analysed quantitative diabetes-related traits in 5,722 non-diabetic participants who all were examined by an OGTT. Results: The diabetes-associated A allele was associated with 0.60 cm higher waist circumference ( p = 0.004), 0.037 mmol/l higher fasting plasma glucose ( p = 4 × 10) and 0.11 mmol/l higher plasma glucose at 30 min during an OGTT ( p = 4 × 10). In analyses adjusted for concomitant insulin sensitivity levels the diabetogenic allele was associated with a lower acute glucose-stimulated insulin response (GSIR) as estimated by 30 min serum insulin ( β = −0.039, p = 2 × 10), insulinogenic index ( β = −0.057, p = 1 × 10) and BIGTT-acute insulin release ( β = −0.041, p = 9 × 10). As rs7172432 is situated in a region previously associated with glycaemic traits, we tested linkage disequilibrium (LD) with the reported regional lead single-nucleotide polymorphisms for fasting (rs11071657) and 2 h plasma glucose (rs17271305), and performed conditional analyses of rs7172432. Rs7172432 showed moderate LD with rs11071657 and rs17271305 ( R < 0.34) and we found strong association by almost unchanged effect sizes of rs7172432 with plasma glucose and estimates of GSIR in analyses conditional on rs11071657 and rs17271305. Conclusions/interpretation: The diabetogenic VPS13C/ C2CD4A/ C2CD4B rs7172432 A allele associates with GSIR in non-diabetic individuals from the general population, suggesting an impaired beta cell function as an intermediary diabetes-related trait. [ABSTRACT FROM AUTHOR]

Published
2011
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43. Physiologic characterization of type 2 diabetes-related loci.

Author

Grarup N, Sparsø T, Hansen T, Grarup, Niels, Sparsø, Thomas, and Hansen, Torben

Abstract

For the past two decades, genetics has been widely explored as a tool for unraveling the pathogenesis of diabetes. Many risk alleles for type 2 diabetes and hyperglycemia have been detected in recent years through massive genome-wide association studies and evidence exists that most of these variants influence pancreatic β-cell function. However, risk alleles in five loci seem to have a primary impact on insulin sensitivity. Investigations of more detailed physiologic phenotypes, such as the insulin response to intravenous glucose or the incretion hormones, are now emerging and give indications of more specific pathologic mechanisms for diabetes-related risk variants. Such studies have shed light on the function of some loci but also underlined the complex nature of disease mechanism. In the future, sequencing-based discovery of low-frequency variants with higher impact on intermediate diabetes-related traits is a likely scenario and identification of new pathways involved in type 2 diabetes predisposition will offer opportunities for the development of novel therapeutic and preventative approaches. [ABSTRACT FROM AUTHOR]

Published
2010
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44. G-allele of intronic rs10830963 in MTNR1B confers increased risk of impaired fasting glycemia and type 2 diabetes through an impaired glucose-stimulated insulin release: studies involving 19,605 Europeans.

Author

Sparsø T, Bonnefond A, Andersson E, Bouatia-Naji N, Holmkvist J, Wegner L, Grarup N, Gjesing AP, Banasik K, Cavalcanti-Proença C, Marchand M, Vaxillaire M, Charpentier G, Jarvelin MR, Tichet J, Balkau B, Marre M, Lévy-Marchal C, Faerch K, and Borch-Johnsen K

Abstract

Objective: Genome-wide association studies have identified several variants within the MTNR1B locus that are associated with fasting plasma glucose (FPG) and type 2 diabetes. We refined the association signal by direct genotyping and examined for associations of the variant displaying the most independent effect on FPG with isolated impaired fasting glycemia (i-IFG), isolated impaired glucose tolerance (i-IGT), type 2 diabetes, and measures of insulin release and peripheral and hepatic insulin sensitivity.Research Design and Methods: We examined European-descent participants in the Inter99 study (n = 5,553), in a sample of young healthy Danes (n = 372), in Danish twins (n = 77 elderly and n = 97 young), in additional Danish type 2 diabetic patients (n = 1,626) and control subjects (n = 505), in the Data from the Epidemiological Study on the Insulin Resistance Syndrome (DESIR) study (n = 4,656), in the North Finland Birth Cohort 86 (n = 5,258), and in the Haguenau study (n = 1,461).Results: The MTNR1B intronic variant, rs10830963, carried most of the effect on FPG and showed the strongest association with FPG (combined P = 5.3 x 10(-31)) and type 2 diabetes. The rs10830963 G-allele increased the risk of i-IFG (odds ratio [OR] 1.64, P = 5.5 x 10(-11)) but not i-IGT. The G-allele was associated with a decreased insulin release after oral and intravenous glucose challenges (P < 0.01) but not after injection of tolbutamide. In elderly twins, the G-allele associated with hepatic insulin resistance (P = 0.017).Conclusions: The G-allele of MTNR1B rs10830963 increases risk of type 2 diabetes through a state of i-IFG and not through i-IGT. The same allele associates with estimates of beta-cell dysfunction and hepatic insulin resistance. [ABSTRACT FROM AUTHOR]

Published
2009
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45. AHSG tag single nucleotide polymorphisms associate with type 2 diabetes and dyslipidemia: studies of metabolic traits in 7,683 white Danish subjects.

Author

Andersen G, Burgdorf KS, Sparsø T, Borch-Johnsen K, Jørgensen T, Hansen T, and Pedersen O

Abstract

OBJECTIVE: The gene encoding the alpha2 Heremans-Schmid glycoprotein (AHSG) is a credible biological and positional candidate gene for type 2 diabetes and the metabolic syndrome, and previous attempts to relate AHSG variation with type 2 diabetes and obesity in Swedish and French Caucasians have been largely successful. We related seven frequent AHSG tag single nucleotide polymorphisms to a range of metabolic traits, including type 2 diabetes, obesity, and dyslipidemia. RESEARCH DESIGN AND METHODS: The polymorphisms were genotyped in 7,683 white Danish subjects using Taqman allelic discrimination or chip-based matrix-assisted laser desorption/ionization time-of-flight mass spectrometry, providing a statistical power of >99% to replicate previous findings. Data were analyzed in case-control and haplotype settings, and quantitative metabolic traits were examined for association. Moreover, epistatic effects between AHSG variants and insulin receptor substrate-1 (IRS1) and beta-2-adrenergic receptor polymorphisms were investigated. RESULTS: The -469T>G (rs2077119) and IVS6+98C>T (rs2518136) polymorphisms were associated with type 2 diabetes (P = 0.007 and P = 0.006, respectively, or P(corr) = 0.04 and P(corr) = 0.03, respectively, following correction for multiple hypothesis testing), and in a combined analysis of the present and a previous study -469T>G remained significant (odds ratio 0.90 [95% CI 0.84-0.97]; P = 0.007). Furthermore, two AHSG haplotypes were associated with dyslipidemia (P = 0.003 and P(corr) = 0.009). Thr248Met (rs4917) tended to associate with lower fasting and post-oral glucose tolerance test serum insulin release (P = 0.02, P(corr) = 0.1 for fasting and P = 0.04, P(corr) = 0.2 for area under the insulin curve) and improved insulin sensitivity estimated by the homeostasis model assessment of insulin resistance (9.0 vs. 8.6 mmol x l(-1) x pmol(-1) x l(-1); P = 0.01, P(corr) = 0.06). Indications of epistatic effects of AHSG variants with the IRS1 Gly971Arg polymorphism were observed for fasting serum triglyceride concentrations. CONCLUSIONS: Based on present and previous findings, common variation in AHSG may contribute to the interindividual variation in metabolic traits. [ABSTRACT FROM AUTHOR]

Published
2008
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47. Exome Sequencing-Driven Discovery of Coding Polymorphisms Associated with Common Metabolic Phenotypes

Author

Albrechtsen, A., Grarup, N., Sparsø, T., Korneliussen, T., Nie, C., Skotte, L., Ladenvall, C., Cauchi, S., Stančáková, A., Andersen, G., Astrup, A., Banasik, K., Bolund, L., Charpentier, G., Doney, A. S. F., Dorkhan, M., Forsen, T., Frayling, T. M., Groves, C. J., Hallmans, G., Hattersley, A. T., Hitman, G. A., Holmkvist, J., Justesen, J. M., Kristiansen, K., Kuusisto, J., Lajer, M., Lantieri, O., Liao, Q., Manijak, M. P., Marre, M., Mokrosiński, J., Mu, B., Nijpels, G., Nilsson, P., Rayner, N. W., Renström, F., Ribel-Madsen, R., Rolandsson, O., Rossing, P., Schwartz, T. W., Slagboom, P. E., Sterner, M., Tarnow, L., Tuomi, T., van’t Riet, E., van Leeuwen, N., Varga, T. V., Vestmar, M. A., Xi, F., Yengo, L., ‘t Hart, L. M., Balkau, B., Froguel, P., Laakso, M., Groop, L., Brandslund, I., Lauritzen, T., Witte, D. R., Linneberg, A., Jørgensen, T., Pedersen, O., Altshuler, David Matthew, Franks, P. W., Li, Y., Tian, G., Cao, H., Jiang, T., Kim, S. Y., Li, Q., Wu, R., Morris, A. P., Bennett, A. J., Chen, Y., Dekker, J. M., Gui, Y., He, K., Huang, S., Jiang, H., Jin, X., Li, W., Liang, H., Liu, X., Ma, T., Ma, X., Morris, A. D., Nielsen, A. A., Palmer, C. N. A., Robertson, N., Tang, M., Walker, M., Wang, B., Wang, Y., Wu, H., Yu, C., Zhang, X., Zhang, J., Zhang, Q., Zhang, W., Zheng, H., Zhou, Y., McCarthy, M. I., Christensen, C., Hansen, T., Wang, J., and Nielsen, R.

Subjects
Exome sequencing, Genetic epidemiology, Genetics, Lipids, Next-generation sequencing, Obesity, Type 2 diabetes
Abstract

Aims/hypothesis: Human complex metabolic traits are in part regulated by genetic determinants. Here we applied exome sequencing to identify novel associations of coding polymorphisms at minor allele frequencies (MAFs) >1% with common metabolic phenotypes. Methods: The study comprised three stages. We performed medium-depth (8×) whole exome sequencing in 1,000 cases with type 2 diabetes, BMI >27.5 \(kg/m^2\) and hypertension and in 1,000 controls (stage 1). We selected 16,192 polymorphisms nominally associated (p < 0.05) with case–control status, from four selected annotation categories or from loci reported to associate with metabolic traits. These variants were genotyped in 15,989 Danes to search for association with 12 metabolic phenotypes (stage 2). In stage 3, polymorphisms showing potential associations were genotyped in a further 63,896 Europeans. Results: Exome sequencing identified 70,182 polymorphisms with MAF >1%. In stage 2 we identified 51 potential associations with one or more of eight metabolic phenotypes covered by 45 unique polymorphisms. In meta-analyses of stage 2 and stage 3 results, we demonstrated robust associations for coding polymorphisms in CD300LG (fasting HDL-cholesterol: MAF 3.5%, \(p = 8.5 × 10^{−14})\), COBLL1 (type 2 diabetes: MAF 12.5%, OR 0.88, \(p = 1.2 × 10^{−11})\) and MACF1 (type 2 diabetes: MAF 23.4%, OR 1.10, \(p = 8.2 × 10^{−10})\). Conclusions/interpretation We applied exome sequencing as a basis for finding genetic determinants of metabolic traits and show the existence of low-frequency and common coding polymorphisms with impact on common metabolic traits. Based on our study, coding polymorphisms with MAF above 1% do not seem to have particularly high effect sizes on the measured metabolic traits.

Published
2013
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50. Genetic evidence that raised sex hormone binding globulin (SHBG) levels reduce the risk of type 2 diabetes

Author

Amanda J. Bennett, Lori L. Bonnycastle, Inês Barroso, Gudmar Thorleifsson, Charlotta Pisinger, Timothy M. Frayling, Laura J. Scott, Christian Herder, Mark Walker, Markku Laakso, Laura Pascoe, Beverley M. Shields, Thomas Sparsø, Ele Ferrannini, John R. B. Perry, Torsten Lauritzen, Felicity Payne, Thomas Illig, Michael N. Weedon, Beatrice Knight, Luigi Ferrucci, Giuseppe Paolisso, Claudia Langenberg, Andrew D. Morris, Torben Hansen, Ewan R. Pearson, Oluf Pedersen, Annelli Sandbæk, Peter Schwarz, Mario A. Morken, Colin N. A. Palmer, Peter Nilsson, Marcello Maggio, Narisu Narisu, Katharine R. Owen, Stefan R. Bornstein, Michael Boehnke, Mike Sampson, Leif Groop, Marjo-Riitta Järvelin, Aimo Ruokonen, Andrew T. Hattersley, Valgerdur Steinthorsdottir, Unnur Thorsteinsdottir, Ele Zeggini Magic, Mark I. McCarthy, Cecilia M. Lindgren, Christopher J. Groves, Elizabeth H. Young, Johanna Kuusisto, Harald Grallert, Valeriya Lyssenko, Anette P. Gjesing, Malin Neptin, Anne U. Jackson, Kari Stefansson, Nicholas J. Wareham, Heather M. Stringham, Perry, Jr, Weedon, Mn, Langenberg, C, Jackson, Au, Lyssenko, V, Sparsø, T, Thorleifsson, G, Grallert, H, Ferrucci, L, Maggio, M, Paolisso, Giuseppe, Walker, M, Palmer, Cn, Payne, F, Young, E, Herder, C, Narisu, N, Morken, Ma, Bonnycastle, Ll, Owen, Kr, Shields, B, Knight, B, Bennett, A, Groves, Cj, Ruokonen, A, Jarvelin, Mr, Pearson, E, Pascoe, L, Ferrannini, E, Bornstein, Sr, Stringham, Hm, Scott, Lj, Kuusisto, J, Nilsson, P, Neptin, M, Gjesing, Ap, Pisinger, C, Lauritzen, T, Sandbaek, A, Sampson, M, Zeggini, Me, Lindgren, Cm, Steinthorsdottir, V, Thorsteinsdottir, U, Hansen, T, Schwarz, P, Illig, T, Laakso, M, Stefansson, K, Morris, Ad, Groop, L, Pedersen, O, Boehnke, M, Barroso, I, Wareham, Nj, Hattersley, At, Mccarthy, Mi, and Frayling, Tm

Subjects
Male, AUGSBURG CASE-COHORT, Genome-wide association study, Type 2 diabetes, 0302 clinical medicine, Sex hormone-binding globulin, Risk Factors, Sex Hormone-Binding Globulin, polycyclic compounds, Gonadal Steroid Hormones, 11 Medical and Health Sciences, Genetics (clinical), reproductive and urinary physiology, Genetics & Heredity, 0303 health sciences, biology, INSULIN SENSITIVITY, Association Studies Articles, General Medicine, Middle Aged, PROSTATE-CANCER, 3. Good health, POSTMENOPAUSAL WOMEN, MENDELIAN RANDOMIZATION, Female, TESTOSTERONE TREATMENT, Life Sciences & Biomedicine, hormones, hormone substitutes, and hormone antagonists, Adult, Biochemistry & Molecular Biology, medicine.medical_specialty, BODY-COMPOSITION, 030209 endocrinology & metabolism, Single-nucleotide polymorphism, STEROID-HORMONES, Polymorphism, Single Nucleotide, 03 medical and health sciences, Diabetes mellitus, Internal medicine, Mendelian randomization, Genetics, medicine, Humans, GENOME-WIDE ASSOCIATION, Molecular Biology, 030304 developmental biology, Aged, Science & Technology, Case-control study, Odds ratio, 06 Biological Sciences, medicine.disease, MAGIC, SERUM CONCENTRATIONS, Endocrinology, Diabetes Mellitus, Type 2, Case-Control Studies, biology.protein
Abstract

Udgivelsesdato: 2010-Feb-1 Epidemiological studies consistently show that circulating sex hormone binding globulin (SHBG) levels are lower in type 2 diabetes patients than non-diabetic individuals, but the causal nature of this association is controversial. Genetic studies can help dissect causal directions of epidemiological associations because genotypes are much less likely to be confounded, biased or influenced by disease processes. Using this Mendelian randomization principle, we selected a common single nucleotide polymorphism (SNP) near the SHBG gene, rs1799941, that is strongly associated with SHBG levels. We used data from this SNP, or closely correlated SNPs, in 27 657 type 2 diabetes patients and 58 481 controls from 15 studies. We then used data from additional studies to estimate the difference in SHBG levels between type 2 diabetes patients and controls. The SHBG SNP rs1799941 was associated with type 2 diabetes [odds ratio (OR) 0.94, 95% CI: 0.91, 0.97; P = 2 x 10(-5)], with the SHBG raising allele associated with reduced risk of type 2 diabetes. This effect was very similar to that expected (OR 0.92, 95% CI: 0.88, 0.96), given the SHBG-SNP versus SHBG levels association (SHBG levels are 0.2 standard deviations higher per copy of the A allele) and the SHBG levels versus type 2 diabetes association (SHBG levels are 0.23 standard deviations lower in type 2 diabetic patients compared to controls). Results were very similar in men and women. There was no evidence that this variant is associated with diabetes-related intermediate traits, including several measures of insulin secretion and resistance. Our results, together with those from another recent genetic study, strengthen evidence that SHBG and sex hormones are involved in the aetiology of type 2 diabetes.

Published
2016

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