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3. Association Testing of Previously Reported Variants in a Large Case-Control Meta-analysis of Diabetic Nephropathy

Author

Williams, Winfred W., Salem, Rany M., McKnight, Amy Jayne, Sandholm, Niina, Forsblom, Carol, Taylor, Andrew, Guiducci, Candace, McAteer, Jarred B., McKay, Gareth J., Isakova, Tamara, Brennan, Eoin P., Sadlier, Denise M., Palmer, Cameron, Söderlund, Jenny, Fagerholm, Emma, Harjutsalo, Valma, Lithovius, Raija, Gordin, Daniel, Hietala, Kustaa, Kytö, Janne, Parkkonen, Maija, Rosengård-Bärlund, Milla, Thorn, Lena, Syreeni, Anna, Tolonen, Nina, Saraheimo, Markku, Wadén, Johan, Pitkäniemi, Janne, Sarti, Cinzia, Tuomilehto, Jaakko, Tryggvason, Karl, Österholm, Anne-May, He, Bing, Bain, Steve, Martin, Finian, Godson, Catherine, Hirschhorn, Joel N., Maxwell, Alexander P., Groop, Per-Henrik, and Florez, Jose C.

Published
2012
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13. Notes from the Field: Outbreak of Vibrio cholerae Associated with Attending a Funeral — Chegutu District, Zimbabwe, 2018

Author

McAteer, Jarred B., primary, Danda, Sydney, additional, Nhende, Tonderai, additional, Manamike, Paul, additional, Parayiwa, Tonderai, additional, Tarupihwa, Andrew, additional, Tapfumanei, Ottias, additional, Manangazira, Portia, additional, Mhlanga, Gibson, additional, Garone, Daniela B., additional, Martinsen, Andrea, additional, Aubert, Rachael D., additional, Davis, William, additional, Narra, Rupa, additional, Balachandra, Shirish, additional, Tippett Barr, Beth A., additional, and Mintz, Eric, additional

Published
2018
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14. A Genome-Wide Association Search for Type 2 Diabetes Genes in African Americans

Author

Palmer, Nicholette D, McDonough, Caitrin W, Hicks, Pamela J, Roh, Bong H, Wing, Maria R, An, S Sandy, Hester, Jessica M, Cooke, Jessica N, Bostrom, Meredith A, Rudock, Megan E, Talbert, Matthew E, Lewis, Joshua P, DIAGRAM Consortium, MAGIC Investigators, Ferrara, Assiamira, Lu, Lingyi, Ziegler, Julie T, Sale, Michele M, Divers, Jasmin, Shriner, Daniel, Adeyemo, Adebowale, Rotimi, Charles N, Ng, Maggie CY, Langefeld, Carl D, Freedman, Barry I, Bowden, Donald W, Voight, Benjamin F, Scott, Laura J, Steinthorsdottir, Valgerdur, Morris, Andrew P, Dina, Christian, Welch, Ryan P, Zeggini, Eleftheria, Huth, Cornelia, Aulchenko, Yurii S, Thorleifsson, Gudmar, McCulloch, Laura J, Ferreira, Teresa, Grallert, Harald, Amin, Najaf, Wu, Guanming, Willer, Cristen J, Raychaudhuri, Soumya, McCarroll, Steve A, Langenberg, Claudia, Hofmann, Oliver M, Dupuis, Josée, Qi, Lu, Segrè, Ayellet V, Van Hoek, Mandy, Navarro, Pau, Ardlie, Kristin, Balkau, Beverley, Benediktsson, Rafn, Bennett, Amanda J, Blagieva, Roza, Boerwinkle, Eric, Bonnycastle, Lori L, Boström, Kristina Bengtsson, Bravenboer, Bert, Bumpstead, Suzannah, Burtt, Noël P, Charpentier, Guillaume, Chines, Peter S, Cornelis, Marilyn, Couper, David J, Crawford, Gabe, Doney, Alex SF, Elliott, Katherine S, Elliott, Amanda L, Erdos, Michael R, Fox, Caroline S, Franklin, Christopher S, Ganser, Martha, Gieger, Christian, Grarup, Niels, Green, Todd, Griffin, Simon, Groves, Christopher J, Guiducci, Candace, Hadjadj, Samy, Hassanali, Neelam, Herder, Christian, Isomaa, Bo, Jackson, Anne U, Johnson, Paul RV, Jørgensen, Torben, Kao, Wen HL, Klopp, Norman, Kong, Augustine, Kraft, Peter, Kuusisto, Johanna, Lauritzen, Torsten, Li, Man, Lieverse, Aloysius, Lindgren, Cecilia M, Lyssenko, Valeriya, Marre, Michel, Meitinger, Thomas, Midthjell, Kristian, Morken, Mario A, Narisu, Narisu, Nilsson, Peter, Owen, Katharine R, Payne, Felicity, Perry, John RB, Petersen, Ann-Kristin, Platou, Carl, Proença, Christine, Prokopenko, Inga, Rathmann, Wolfgang, Rayner, N William, Robertson, Neil R, Rocheleau, Ghislain, Roden, Michael, Sampson, Michael J, Saxena, Richa, Shields, Beverley M, Shrader, Peter, Sigurdsson, Gunnar, Sparsø, Thomas, Strassburger, Klaus, Stringham, Heather M, Sun, Qi, Swift, Amy J, Thorand, Barbara, Tichet, Jean, Tuomi, Tiinamaija, Van Dam, Rob M, Van Haeften, Timon W, Van Herpt, Thijs, Van Vliet-Ostaptchouk, Jana V, Walters, G Bragi, Weedon, Michael N, Wijmenga, Cisca, Witteman, Jacqueline, Bergman, Richard N, Cauchi, Stephane, Collins, Francis S, Gloyn, Anna L, Gyllensten, Ulf, Hansen, Torben, Hide, Winston A, Hitman, Graham A, Hofman, Albert, Hunter, David J, Hveem, Kristian, Laakso, Markku, Mohlke, Karen L, Morris, Andrew D, Palmer, Colin NA, Pramstaller, Peter P, Rudan, Igor, Sijbrands, Eric, Stein, Lincoln D, Tuomilehto, Jaakko, Uitterlinden, Andre, Walker, Mark, Wareham, Nicholas J, Watanabe, Richard M, Abecasis, Goncalo R, Boehm, Bernhard O, Campbell, Harry, Daly, Mark J, Hattersley, Andrew T, Hu, Frank B, Meigs, James B, Pankow, James S, Pedersen, Oluf, Wichmann, H-Erich, Barroso, Inês, Florez, Jose C, Frayling, Timothy M, Groop, Leif, Sladek, Rob, Thorsteinsdottir, Unnur, Wilson, James F, Illig, Thomas, Froguel, Philippe, Van Duijn, Cornelia M, Stefansson, Kari, Altshuler, David, Boehnke, Michael, McCarthy, Mark I, Soranzo, Nicole, Wheeler, Eleanor, Glazer, Nicole L, Bouatia-Naji, Nabila, Mägi, Reedik, Randall, Joshua, Johnson, Toby, Elliott, Paul, Rybin, Denis, Henneman, Peter, Dehghan, Abbas, Hottenga, Jouke Jan, Song, Kijoung, Goel, Anuj, Egan, Josephine M, Lajunen, Taina, Doney, Alex, Kanoni, Stavroula, Cavalcanti-Proença, Christine, Kumari, Meena, Timpson, Nicholas J, Zabena, Carina, Ingelsson, Erik, An, Ping, O'Connell, Jeffrey, Luan, Jian'an, Elliott, Amanda, McCarroll, Steven A, Roccasecca, Rosa Maria, Pattou, François, Sethupathy, Praveen, Ariyurek, Yavuz, Barter, Philip, Beilby, John P, Ben-Shlomo, Yoav, Bergmann, Sven, Bochud, Murielle, Bonnefond, Amélie, Borch-Johnsen, Knut, Böttcher, Yvonne, Brunner, Eric, Bumpstead, Suzannah J, Chen, Yii-Der Ida, Chines, Peter, Clarke, Robert, Coin, Lachlan JM, Cooper, Matthew N, Crisponi, Laura, Day, Ian NM, De Geus, Eco JC, Delplanque, Jerome, Fedson, Annette C, Fischer-Rosinsky, Antje, Forouhi, Nita G, Frants, Rune, Franzosi, Maria Grazia, Galan, Pilar, Goodarzi, Mark O, Graessler, Jürgen, Grundy, Scott, Gwilliam, Rhian, Hallmans, Göran, Hammond, Naomi, Han, Xijing, Hartikainen, Anna-Liisa, Hayward, Caroline, Heath, Simon C, Hercberg, Serge, Hicks, Andrew A, Hillman, David R, Hingorani, Aroon D, Hui, Jennie, Hung, Joe, Jula, Antti, Kaakinen, Marika, Kaprio, Jaakko, Kesaniemi, Y Antero, Kivimaki, Mika, Knight, Beatrice, Koskinen, Seppo, Kovacs, Peter, Kyvik, Kirsten Ohm, Lathrop, G Mark, Lawlor, Debbie A, Le Bacquer, Olivier, Lecoeur, Cécile, Li, Yun, Mahley, Robert, Mangino, Massimo, Manning, Alisa K, Martínez-Larrad, María Teresa, McAteer, Jarred B, McPherson, Ruth, Meisinger, Christa, Melzer, David, Meyre, David, Mitchell, Braxton D, Mukherjee, Sutapa, Naitza, Silvia, Neville, Matthew J, Oostra, Ben A, Orrù, Marco, Pakyz, Ruth, Paolisso, Giuseppe, Pattaro, Cristian, Pearson, Daniel, Peden, John F, Pedersen, Nancy L, Perola, Markus, Pfeiffer, Andreas FH, Pichler, Irene, Polasek, Ozren, Posthuma, Danielle, Potter, Simon C, Pouta, Anneli, Province, Michael A, Psaty, Bruce M, Rayner, Nigel W, Rice, Kenneth, Ripatti, Samuli, Rivadeneira, Fernando, Rolandsson, Olov, Sandbaek, Annelli, Sandhu, Manjinder, Sanna, Serena, Sayer, Avan Aihie, Scheet, Paul, Seedorf, Udo, Sharp, Stephen J, Shields, Beverley, Sijbrands, Eric JG, Silveira, Angela, Simpson, Laila, Singleton, Andrew, Smith, Nicholas L, Sovio, Ulla, Swift, Amy, Syddall, Holly, Syvänen, Ann-Christine, Tanaka, Toshiko, Tönjes, Anke, Uitterlinden, André G, Van Dijk, Ko Willems, Varma, Dhiraj, Visvikis-Siest, Sophie, Vitart, Veronique, Vogelzangs, Nicole, Waeber, Gérard, Wagner, Peter J, Walley, Andrew, Ward, Kim L, Watkins, Hugh, Wild, Sarah H, Willemsen, Gonneke, Witteman, Jaqueline CM, Yarnell, John WG, Zelenika, Diana, Zethelius, Björn, Zhai, Guangju, Zhao, Jing Hua, Zillikens, M Carola, Borecki, Ingrid B, Loos, Ruth JF, Meneton, Pierre, Magnusson, Patrik KE, Nathan, David M, Williams, Gordon H, Silander, Kaisa, Salomaa, Veikko, Smith, George Davey, Bornstein, Stefan R, Schwarz, Peter, Spranger, Joachim, Karpe, Fredrik, Shuldiner, Alan R, Cooper, Cyrus, Dedoussis, George V, Serrano-Ríos, Manuel, Lind, Lars, Palmer, Lyle J, Franks, Paul W, Ebrahim, Shah, Marmot, Michael, Kao, WH Linda, Pramstaller, Peter Paul, Wright, Alan F, Stumvoll, Michael, Hamsten, Anders, Buchanan, Thomas A, Valle, Timo T, Rotter, Jerome I, Siscovick, David S, Penninx, Brenda WJH, Boomsma, Dorret I, Deloukas, Panos, Spector, Timothy D, Ferrucci, Luigi, Cao, Antonio, Scuteri, Angelo, Schlessinger, David, Uda, Manuela, Ruokonen, Aimo, Jarvelin, Marjo-Riitta, Waterworth, Dawn M, Vollenweider, Peter, Peltonen, Leena, Mooser, Vincent, Sladek, Robert, Center for Liver, Digestive and Metabolic Diseases (CLDM), Palmer, Nd, Mcdonough, Cw, Hicks, Pj, Roh, Bh, Wing, Mr, An, S, Hester, Jm, Cooke, Jn, Bostrom, Ma, Rudock, Me, Talbert, Me, Lewis, Jp, Diagram, Consortium, Magic, Investigator, Ferrara, A, Lu, L, Ziegler, Jt, Sale, Mm, Divers, J, Shriner, D, Adeyemo, A, Rotimi, Cn, Ng, Mc, Langefeld, Cd, Freedman, Bi, Bowden, Dw, Voight, Bf, Scott, Lj, Steinthorsdottir, V, Morris, Ap, Dina, C, Welch, Rp, Zeggini, E, Huth, C, Aulchenko, Y, 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, P, Cornelis, M, Couper, Dj, Crawford, G, Doney, A, Elliott, K, Elliott, Al, Erdos, Mr, Fox, C, Franklin, C, 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, F, 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, J, 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, Soranzo, N, Wheeler, E, Glazer, Nl, Bouatia Naji, N, Mägi, R, Randall, J, Johnson, T, Elliott, P, Rybin, D, Henneman, P, Dehghan, A, Hottenga, Jj, Song, K, Goel, A, Egan, Jm, Lajunen, T, Kanoni, S, Cavalcanti Proença, C, Kumari, M, Timpson, Nj, Zabena, C, Ingelsson, E, An, P, O'Connell, J, Luan, J, Elliott, A, Roccasecca, Rm, Pattou, F, Sethupathy, P, Ariyurek, Y, Barter, P, Beilby, Jp, Ben Shlomo, Y, Bergmann, S, Bochud, M, Bonnefond, A, Borch Johnsen, K, Böttcher, Y, Brunner, E, Bumpstead, Sj, Chen, Yd, Clarke, R, Coin, Lj, Cooper, Mn, Crisponi, L, Day, In, de Geus, Ej, Delplanque, J, Fedson, Ac, Fischer Rosinsky, A, Forouhi, Ng, Frants, R, Franzosi, Mg, Galan, P, Goodarzi, Mo, Graessler, J, Grundy, S, Gwilliam, R, Hallmans, G, Hammond, N, Han, X, Hartikainen, Al, Hayward, C, Heath, Sc, Hercberg, S, Hicks, Aa, Hillman, Dr, Hingorani, Ad, Hui, J, Hung, J, 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, Mahley, R, Mangino, M, Manning, Ak, Martínez Larrad, Mt, Mcateer, Jb, Mcpherson, R, Meisinger, C, Melzer, D, Meyre, D, Mitchell, Bd, Mukherjee, S, Naitza, S, Neville, Mj, Oostra, Ba, Orrù, M, Pakyz, R, Paolisso, Giuseppe, 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, Rice, K, Ripatti, S, Rivadeneira, F, Rolandsson, O, Sandbaek, A, Sandhu, M, Sanna, S, Sayer, Aa, Scheet, P, Seedorf, U, Sharp, Sj, Shields, B, Sijbrands, Ej, Silveira, A, Simpson, L, Singleton, A, Smith, Nl, Sovio, U, Swift, A, Syddall, H, Syvänen, Ac, Tanaka, T, Tönjes, A, Uitterlinden, Ag, van Dijk, Kw, Varma, D, Visvikis Siest, S, Vitart, V, Vogelzangs, N, Waeber, G, Wagner, Pj, Walley, A, Ward, Kl, Watkins, H, Wild, Sh, Willemsen, G, Witteman, Jc, Yarnell, Jw, Zelenika, D, Zethelius, B, Zhai, G, Zhao, Jh, Zillikens, Mc, Borecki, Ib, Loos, Rj, Meneton, P, Magnusson, Pk, Nathan, Dm, Williams, Gh, Silander, K, Salomaa, V, Smith, Gd, Bornstein, Sr, Schwarz, P, Spranger, J, Karpe, F, Shuldiner, Ar, Cooper, C, Dedoussis, Gv, Serrano Ríos, M, Lind, L, Palmer, Lj, Franks, Pw, Ebrahim, S, Marmot, M, Wright, Af, Stumvoll, M, Hamsten, A, Buchanan, Ta, Valle, Tt, Rotter, Ji, Siscovick, D, Penninx, Bw, Boomsma, Di, Deloukas, P, Spector, Td, Ferrucci, L, Cao, A, Scuteri, A, Schlessinger, D, Uda, M, Ruokonen, A, Jarvelin, Mr, Waterworth, Dm, Vollenweider, P, Peltonen, L, Mooser, V, Sladek, R., Medical Research Council (MRC), Human genetics, Psychiatry, NCA - Attention & Cognition, EMGO - Lifestyle, overweight and diabetes, Biological Psychology, Functional Genomics, Neuroscience Campus Amsterdam - Attention & Cognition, EMGO+ - Lifestyle, Overweight and Diabetes, Langenberg, Claudia [0000-0002-5017-7344], Griffin, Simon [0000-0002-2157-4797], Wareham, Nicholas [0000-0003-1422-2993], Soranzo, Nicole [0000-0003-1095-3852], Wheeler, Eleanor [0000-0002-8616-6444], Luan, Jian'an [0000-0003-3137-6337], Forouhi, Nita [0000-0002-5041-248X], Sharp, Stephen [0000-0003-2375-1440], Sovio, Ulla [0000-0002-0799-1105], Apollo - University of Cambridge Repository, DIAGRAM Consortium, MAGIC Investigators, Johnson, T., Bergman, S., Bochud, M., Waeber, G., and Vollenweider, P.

Subjects
Netherlands Twin Register (NTR), Male, Adult, African Americans/genetics, Aged, Case-Control Studies, Cohort Studies, Diabetes Mellitus, Type 2/ethnology, Diabetes Mellitus, Type 2/genetics, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Genotype, Humans, Meta-Analysis as Topic, Middle Aged, Polymorphism, Single Nucleotide, Validation Studies as Topic, Medicin och hälsovetenskap, Linkage disequilibrium, Genetic Screens, endocrine system diseases, lcsh:Medicine, Genome-wide association study, Medical and Health Sciences, 0302 clinical medicine, Endocrinology, Genome Sequencing, lcsh:Science, Medicine(all), Genetics, African Americans, 0303 health sciences, education.field_of_study, INSULIN-RESISTANCE, Multidisciplinary, Agricultural and Biological Sciences(all), LARGE-SCALE ASSOCIATION, STAGE RENAL-DISEASE, COMMON VARIANTS, Genomics, Medicine, Research Article, SUSCEPTIBILITY LOCI, General Science & Technology, Population, Single-nucleotide polymorphism, Biology, DIAGRAM Consortium, 03 medical and health sciences, MAGIC Investigators, SDG 3 - Good Health and Well-being, Genetic linkage, MD Multidisciplinary, Genome-Wide Association Studies, SNP, ddc:610, education, Genotyping, 030304 developmental biology, Diabetic Endocrinology, LINKAGE ANALYSIS, Biochemistry, Genetics and Molecular Biology(all), lcsh:R, TCF7L2 GENE, Case-control study, Computational Biology, nutritional and metabolic diseases, Human Genetics, Diabetes Mellitus Type 2, Stage renal-disease, large-scale association, Susceptibility loci, Insulin-resistance, Fasting glucose, Tissue factor, Homeodomain protein, Linkage analysis, Common variants, TCF7L2 gene, Black or African American, Diabetes Mellitus, Type 2, TISSUE FACTOR, Genetics of Disease, HOMEODOMAIN PROTEIN, Genetic Polymorphism, lcsh:Q, Genome Expression Analysis, 030217 neurology & neurosurgery, Population Genetics, FASTING GLUCOSE
Abstract

African Americans are disproportionately affected by type 2 diabetes (T2DM) yet few studies have examined T2DM using genome-wide association approaches in this ethnicity. The aim of this study was to identify genes associated with T2DM in the African American population. We performed a Genome Wide Association Study (GWAS) using the Affymetrix 6.0 array in 965 African-American cases with T2DM and end-stage renal disease (T2DM-ESRD) and 1029 population-based controls. The most significant SNPs (n = 550 independent loci) were genotyped in a replication cohort and 122 SNPs (n = 98 independent loci) were further tested through genotyping three additional validation cohorts followed by meta-analysis in all five cohorts totaling 3,132 cases and 3,317 controls. Twelve SNPs had evidence of association in the GWAS (P

Published
2012

15. Effects of Genetic Variants Previously Associated with Fasting Glucose and Insulin in the Diabetes Prevention Program

Author

Florez, Jose C., Jablonski, Kathleen A., McAteer, Jarred B., Franks, Paul, Mason, Clinton C., Mather, Kieren, Horton, Edward, Goldberg, Ronald, Dabelea, Dana, Kahn, Steven E., Arakaki, Richard F., Shuldiner, Alan R., Knowler, William C., Florez, Jose C., Jablonski, Kathleen A., McAteer, Jarred B., Franks, Paul, Mason, Clinton C., Mather, Kieren, Horton, Edward, Goldberg, Ronald, Dabelea, Dana, Kahn, Steven E., Arakaki, Richard F., Shuldiner, Alan R., and Knowler, William C.

Abstract

Common genetic variants have been recently associated with fasting glucose and insulin levels in white populations. Whether these associations replicate in pre-diabetes is not known. We extended these findings to the Diabetes Prevention Program, a clinical trial in which participants at high risk for diabetes were randomized to placebo, lifestyle modification or metformin for diabetes prevention. We genotyped previously reported polymorphisms (or their proxies) in/near G6PC2, MTNR1B, GCK, DGKB, GCKR, ADCY5, MADD, CRY2, ADRA2A, FADS1, PROX1, SLC2A2, GLIS3, C2CD4B, IGF1, and IRS1 in 3,548 Diabetes Prevention Program participants. We analyzed variants for association with baseline glycemic traits, incident diabetes and their interaction with response to metformin or lifestyle intervention. We replicated associations with fasting glucose at MTNR1B (P<0.001), G6PC2 (P=0.002) and GCKR (P=0.001). We noted impaired beta-cell function in carriers of glucose-raising alleles at MTNR1B (P<0.001), and an increase in the insulinogenic index for the glucose-raising allele at G6PC2 (P<0.001). The association of MTNR1B with fasting glucose and impaired beta-cell function persisted at 1 year despite adjustment for the baseline trait, indicating a sustained deleterious effect at this locus. We also replicated the association of MADD with fasting proinsulin levels (P<0.001). We detected no significant impact of these variants on diabetes incidence or interaction with preventive interventions. The association of several polymorphisms with quantitative glycemic traits is replicated in a cohort of high-risk persons. These variants do not have a detectable impact on diabetes incidence or response to metformin or lifestyle modification in the Diabetes Prevention Program.

Published
2012

16. Genetic variation in GIPR influences the glucose and insulin responses to an oral glucose challenge

Author

Saxena, Richa, Hivert, Marie-France, Langenberg, Claudia, Tanaka, Toshiko, Pankow, James S, Vollenweider, Peter, Lyssenko, Valeriya, Bouatia-Naji, Nabila, Dupuis, Josée, Jackson, Anne U, Kao, W H Linda, Li, Man, Glazer, Nicole L, Manning, Alisa K, Luan, Jian'an, Stringham, Heather M, Prokopenko, Inga, Johnson, Toby, Grarup, Niels, Boesgaard, Trine W, Lecoeur, Cécile, Shrader, Peter, O'Connell, Jeffrey, Ingelsson, Erik, Couper, David J, Rice, Kenneth, Song, Kijoung, Andreasen, Camilla H, Dina, Christian, Köttgen, Anna, Le Bacquer, Olivier, Pattou, François, Taneera, Jalal, Steinthorsdottir, Valgerdur, Rybin, Denis, Ardlie, Kristin, Sampson, Michael, Qi, Lu, van Hoek, Mandy, Weedon, Michael N, Aulchenko, Yurii S, Voight, Benjamin F, Grallert, Harald, Balkau, Beverley, Bergman, Richard N, Bielinski, Suzette J, Bonnefond, Amelie, Bonnycastle, Lori L, Borch-Johnsen, Knut, Böttcher, Yvonne, Brunner, Eric, Buchanan, Thomas A, Bumpstead, Suzannah J, Cavalcanti-Proença, Christine, Charpentier, Guillaume, Chen, Yii-Der Ida, Chines, Peter S, Collins, Francis S, Cornelis, Marilyn, J Crawford, Gabriel, Delplanque, Jerome, Doney, Alex, Egan, Josephine M, Erdos, Michael R, Firmann, Mathieu, Forouhi, Nita G, Fox, Caroline S, Goodarzi, Mark O, Graessler, Jürgen, Hingorani, Aroon, Isomaa, Bo, Jørgensen, Torben, Kivimaki, Mika, Kovacs, Peter, Krohn, Knut, Kumari, Meena, Lauritzen, Torsten, Lévy-Marchal, Claire, Mayor, Vladimir, McAteer, Jarred B, Meyre, David, Mitchell, Braxton D, Mohlke, Karen L, Morken, Mario A, Narisu, Narisu, Palmer, Colin N A, Pakyz, Ruth, Pascoe, Laura, Payne, Felicity, Pearson, Daniel, Rathmann, Wolfgang, Sandbaek, Annelli, Sayer, Avan Aihie, Scott, Laura J, Sharp, Stephen J, Sijbrands, Eric, Singleton, Andrew, Siscovick, David S, Smith, Nicholas L, Sparsø, Thomas, Swift, Amy J, Syddall, Holly, Thorleifsson, Gudmar, Tönjes, Anke, Tuomi, Tiinamaija, Tuomilehto, Jaakko, Valle, Timo T, Waeber, Gérard, Walley, Andrew, Waterworth, Dawn M, Zeggini, Eleftheria, Zhao, Jing Hua, Illig, Thomas, Wichmann, H Erich, Wilson, James F, van Duijn, Cornelia, Hu, Frank B, Morris, Andrew D, Frayling, Timothy M, Hattersley, Andrew T, Thorsteinsdottir, Unnur, Stefansson, Kari, Nilsson, Peter, Syvänen, Ann-Christine, Shuldiner, Alan R, Walker, Mark, Bornstein, Stefan R, Schwarz, Peter, Williams, Gordon H, Nathan, David M, Kuusisto, Johanna, Laakso, Markku, Cooper, Cyrus, Marmot, Michael, Ferrucci, Luigi, Mooser, Vincent, Stumvoll, Michael, Loos, Ruth J F, Altshuler, David, Psaty, Bruce M, Rotter, Jerome I, Boerwinkle, Eric, Hansen, Torben, Pedersen, Oluf, Florez, Jose C, McCarthy, Mark I, Boehnke, Michael, Barroso, Inês, Sladek, Robert, Froguel, Philippe, Meigs, James B, Groop, Leif, Wareham, Nicholas J, Watanabe, Richard M, Saxena, Richa, Hivert, Marie-France, Langenberg, Claudia, Tanaka, Toshiko, Pankow, James S, Vollenweider, Peter, Lyssenko, Valeriya, Bouatia-Naji, Nabila, Dupuis, Josée, Jackson, Anne U, Kao, W H Linda, Li, Man, Glazer, Nicole L, Manning, Alisa K, Luan, Jian'an, Stringham, Heather M, Prokopenko, Inga, Johnson, Toby, Grarup, Niels, Boesgaard, Trine W, Lecoeur, Cécile, Shrader, Peter, O'Connell, Jeffrey, Ingelsson, Erik, Couper, David J, Rice, Kenneth, Song, Kijoung, Andreasen, Camilla H, Dina, Christian, Köttgen, Anna, Le Bacquer, Olivier, Pattou, François, Taneera, Jalal, Steinthorsdottir, Valgerdur, Rybin, Denis, Ardlie, Kristin, Sampson, Michael, Qi, Lu, van Hoek, Mandy, Weedon, Michael N, Aulchenko, Yurii S, Voight, Benjamin F, Grallert, Harald, Balkau, Beverley, Bergman, Richard N, Bielinski, Suzette J, Bonnefond, Amelie, Bonnycastle, Lori L, Borch-Johnsen, Knut, Böttcher, Yvonne, Brunner, Eric, Buchanan, Thomas A, Bumpstead, Suzannah J, Cavalcanti-Proença, Christine, Charpentier, Guillaume, Chen, Yii-Der Ida, Chines, Peter S, Collins, Francis S, Cornelis, Marilyn, J Crawford, Gabriel, Delplanque, Jerome, Doney, Alex, Egan, Josephine M, Erdos, Michael R, Firmann, Mathieu, Forouhi, Nita G, Fox, Caroline S, Goodarzi, Mark O, Graessler, Jürgen, Hingorani, Aroon, Isomaa, Bo, Jørgensen, Torben, Kivimaki, Mika, Kovacs, Peter, Krohn, Knut, Kumari, Meena, Lauritzen, Torsten, Lévy-Marchal, Claire, Mayor, Vladimir, McAteer, Jarred B, Meyre, David, Mitchell, Braxton D, Mohlke, Karen L, Morken, Mario A, Narisu, Narisu, Palmer, Colin N A, Pakyz, Ruth, Pascoe, Laura, Payne, Felicity, Pearson, Daniel, Rathmann, Wolfgang, Sandbaek, Annelli, Sayer, Avan Aihie, Scott, Laura J, Sharp, Stephen J, Sijbrands, Eric, Singleton, Andrew, Siscovick, David S, Smith, Nicholas L, Sparsø, Thomas, Swift, Amy J, Syddall, Holly, Thorleifsson, Gudmar, Tönjes, Anke, Tuomi, Tiinamaija, Tuomilehto, Jaakko, Valle, Timo T, Waeber, Gérard, Walley, Andrew, Waterworth, Dawn M, Zeggini, Eleftheria, Zhao, Jing Hua, Illig, Thomas, Wichmann, H Erich, Wilson, James F, van Duijn, Cornelia, Hu, Frank B, Morris, Andrew D, Frayling, Timothy M, Hattersley, Andrew T, Thorsteinsdottir, Unnur, Stefansson, Kari, Nilsson, Peter, Syvänen, Ann-Christine, Shuldiner, Alan R, Walker, Mark, Bornstein, Stefan R, Schwarz, Peter, Williams, Gordon H, Nathan, David M, Kuusisto, Johanna, Laakso, Markku, Cooper, Cyrus, Marmot, Michael, Ferrucci, Luigi, Mooser, Vincent, Stumvoll, Michael, Loos, Ruth J F, Altshuler, David, Psaty, Bruce M, Rotter, Jerome I, Boerwinkle, Eric, Hansen, Torben, Pedersen, Oluf, Florez, Jose C, McCarthy, Mark I, Boehnke, Michael, Barroso, Inês, Sladek, Robert, Froguel, Philippe, Meigs, James B, Groop, Leif, Wareham, Nicholas J, and Watanabe, Richard M

Abstract

Glucose levels 2 h after an oral glucose challenge are a clinical measure of glucose tolerance used in the diagnosis of type 2 diabetes. We report a meta-analysis of nine genome-wide association studies (n = 15,234 nondiabetic individuals) and a follow-up of 29 independent loci (n = 6,958–30,620). We identify variants at the GIPR locus associated with 2-h glucose level (rs10423928, β (s.e.m.) = 0.09 (0.01) mmol/l per A allele, P = 2.0 × 10−15). The GIPR A-allele carriers also showed decreased insulin secretion (n = 22,492; insulinogenic index, P = 1.0 × 10−17; ratio of insulin to glucose area under the curve, P = 1.3 × 10−16) and diminished incretin effect (n = 804; P = 4.3 × 10−4). We also identified variants at ADCY5 (rs2877716, P = 4.2 × 10−16), VPS13C (rs17271305, P = 4.1 × 10−8), GCKR (rs1260326, P = 7.1 × 10−11) and TCF7L2 (rs7903146, P = 4.2 × 10−10) associated with 2-h glucose. Of the three newly implicated loci (GIPR, ADCY5 and VPS13C), only ADCY5 was found to be associated with type 2 diabetes in collaborating studies (n = 35,869 cases, 89,798 controls, OR = 1.12, 95% CI 1.09–1.15, P = 4.8 × 10−18).

Published
2010
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17. New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk

Author

Dupuis, Josée, Langenberg, Claudia, Prokopenko, Inga, Saxena, Richa, Soranzo, Nicole, Jackson, Anne U, Wheeler, Eleanor, Glazer, Nicole L, Bouatia-Naji, Nabila, Gloyn, Anna L, Lindgren, Cecilia M, Mägi, Reedik, Morris, Andrew P, Randall, Joshua, Johnson, Toby, Elliott, Paul, Rybin, Denis, Thorleifsson, Gudmar, Steinthorsdottir, Valgerdur, Henneman, Peter, Grallert, Harald, Dehghan, Abbas, Hottenga, Jouke Jan, Franklin, Christopher S, Navarro, Pau, Song, Kijoung, Goel, Anuj, Perry, John R B, Egan, Josephine M, Lajunen, Taina, Grarup, Niels, Sparsø, Thomas, Doney, Alex, Voight, Benjamin F, Stringham, Heather M, Li, Man, Kanoni, Stavroula, Shrader, Peter, Cavalcanti-Proença, Christine, Kumari, Meena, Qi, Lu, Timpson, Nicholas J, Gieger, Christian, Zabena, Carina, Rocheleau, Ghislain, Ingelsson, Erik, An, Ping, O'Connell, Jeffrey, Luan, Jian'an, Elliott, Amanda, McCarroll, Steven A, Payne, Felicity, Roccasecca, Rosa Maria, Pattou, François, Sethupathy, Praveen, Ardlie, Kristin, Ariyurek, Yavuz, Balkau, Beverley, Barter, Philip, Beilby, John P, Ben-Shlomo, Yoav, Benediktsson, Rafn, Bennett, Amanda J, Bergmann, Sven, Bochud, Murielle, Boerwinkle, Eric, Bonnefond, Amélie, Bonnycastle, Lori L, Borch-Johnsen, Knut, Böttcher, Yvonne, Brunner, Eric, Bumpstead, Suzannah J, Charpentier, Guillaume, Chen, Yii-Der Ida, Chines, Peter, Clarke, Robert, Coin, Lachlan J M, Cooper, Matthew N, Cornelis, Marilyn, Crawford, Gabe, Crisponi, Laura, Day, Ian N M, de Geus, Eco J C, Delplanque, Jerome, Dina, Christian, Erdos, Michael R, Fedson, Annette C, Fischer-Rosinsky, Antje, Forouhi, Nita G, Fox, Caroline S, Frants, Rune, Franzosi, Maria Grazia, Galan, Pilar, Goodarzi, Mark O, Graessler, Jürgen, Groves, Christopher J, Grundy, Scott, Gwilliam, Rhian, Gyllensten, Ulf, Hadjadj, Samy, Hallmans, Göran, Hammond, Naomi, Han, Xijing, Hartikainen, Anna-Liisa, Hassanali, Neelam, Hayward, Caroline, Heath, Simon C, Hercberg, Serge, Herder, Christian, Hicks, Andrew A, Hillman, David R, Hingorani, Aroon D, Hofman, Albert, Hui, Jennie, Hung, Joe, Isomaa, Bo, Johnson, Paul R V, Jørgensen, Torben, Jula, Antti, Kaakinen, Marika, Kaprio, Jaakko, Kesaniemi, Y Antero, Kivimaki, Mika, Knight, Beatrice, Koskinen, Seppo, Kovacs, Peter, Kyvik, Kirsten Ohm, Lathrop, G Mark, Lawlor, Debbie A, Le Bacquer, Olivier, Lecoeur, Cécile, Li, Yun, Lyssenko, Valeriya, Mahley, Robert, Mangino, Massimo, Manning, Alisa K, Martínez-Larrad, María Teresa, McAteer, Jarred B, McCulloch, Laura J, McPherson, Ruth, Meisinger, Christa, Melzer, David, Meyre, David, Mitchell, Braxton D, Morken, Mario A, Mukherjee, Sutapa, Naitza, Silvia, Narisu, Narisu, Neville, Matthew J, Oostra, Ben A, Orrù, Marco, Pakyz, Ruth, Palmer, Colin N A, Paolisso, Giuseppe, Pattaro, Cristian, Pearson, Daniel, Peden, John F, Pedersen, Nancy L, Perola, Markus, Pfeiffer, Andreas F H, Pichler, Irene, Polasek, Ozren, Posthuma, Danielle, Potter, Simon C, Pouta, Anneli, Province, Michael A, Psaty, Bruce M, Rathmann, Wolfgang, Rayner, Nigel W, Rice, Kenneth, Ripatti, Samuli, Rivadeneira, Fernando, Roden, Michael, Rolandsson, Olov, Sandbaek, Annelli, Sandhu, Manjinder, Sanna, Serena, Sayer, Avan Aihie, Scheet, Paul, Scott, Laura J, Seedorf, Udo, Sharp, Stephen J, Shields, Beverley, Sigurethsson, Gunnar, Sijbrands, Eric J G, Silveira, Angela, Simpson, Laila, Singleton, Andrew, Smith, Nicholas L, Sovio, Ulla, Swift, Amy, Syddall, Holly, Syvänen, Ann-Christine, Tanaka, Toshiko, Thorand, Barbara, Tichet, Jean, Tönjes, Anke, Tuomi, Tiinamaija, Uitterlinden, André G, van Dijk, Ko Willems, van Hoek, Mandy, Varma, Dhiraj, Visvikis-Siest, Sophie, Vitart, Veronique, Vogelzangs, Nicole, Waeber, Gérard, Wagner, Peter J, Walley, Andrew, Walters, G Bragi, Ward, Kim L, Watkins, Hugh, Weedon, Michael N, Wild, Sarah H, Willemsen, Gonneke, Witteman, Jaqueline C M, Yarnell, John W G, Zeggini, Eleftheria, Zelenika, Diana, Zethelius, Björn, Zhai, Guangju, Zhao, Jing Hua, Zillikens, M Carola, Borecki, Ingrid B, Loos, Ruth J F, Meneton, Pierre, Magnusson, Patrik K E, Nathan, David M, Williams, Gordon H, Hattersley, Andrew T, Silander, Kaisa, Salomaa, Veikko, Smith, George Davey, Bornstein, Stefan R, Schwarz, Peter, Spranger, Joachim, Karpe, Fredrik, Shuldiner, Alan R, Cooper, Cyrus, Dedoussis, George V, Serrano-Ríos, Manuel, Morris, Andrew D, Lind, Lars, Palmer, Lyle J, Hu, Frank B, Franks, Paul W, Ebrahim, Shah, Marmot, Michael, Kao, W H Linda, Pankow, James S, Sampson, Michael J, Kuusisto, Johanna, Laakso, Markku, Hansen, Torben, Pedersen, Oluf, Pramstaller, Peter Paul, Wichmann, H Erich, Illig, Thomas, Rudan, Igor, Wright, Alan F, Stumvoll, Michael, Campbell, Harry, Wilson, James F, Bergman, Richard N, Buchanan, Thomas A, Collins, Francis S, Mohlke, Karen L, Tuomilehto, Jaakko, Valle, Timo T, Altshuler, David, Rotter, Jerome I, Siscovick, David S, Penninx, Brenda W J H, Boomsma, Dorret I, Deloukas, Panos, Spector, Timothy D, Frayling, Timothy M, Ferrucci, Luigi, Kong, Augustine, Thorsteinsdottir, Unnur, Stefansson, Kari, van Duijn, Cornelia M, Aulchenko, Yurii S, Cao, Antonio, Scuteri, Angelo, Schlessinger, David, Uda, Manuela, Ruokonen, Aimo, Jarvelin, Marjo-Riitta, Waterworth, Dawn M, Vollenweider, Peter, Peltonen, Leena, Mooser, Vincent, Abecasis, Goncalo R, Wareham, Nicholas J, Sladek, Robert, Froguel, Philippe, Watanabe, Richard M, Meigs, James B, Groop, Leif, Boehnke, Michael, McCarthy, Mark I, Florez, Jose C, Barroso, Inês, Dupuis, Josée, Langenberg, Claudia, Prokopenko, Inga, Saxena, Richa, Soranzo, Nicole, Jackson, Anne U, Wheeler, Eleanor, Glazer, Nicole L, Bouatia-Naji, Nabila, Gloyn, Anna L, Lindgren, Cecilia M, Mägi, Reedik, Morris, Andrew P, Randall, Joshua, Johnson, Toby, Elliott, Paul, Rybin, Denis, Thorleifsson, Gudmar, Steinthorsdottir, Valgerdur, Henneman, Peter, Grallert, Harald, Dehghan, Abbas, Hottenga, Jouke Jan, Franklin, Christopher S, Navarro, Pau, Song, Kijoung, Goel, Anuj, Perry, John R B, Egan, Josephine M, Lajunen, Taina, Grarup, Niels, Sparsø, Thomas, Doney, Alex, Voight, Benjamin F, Stringham, Heather M, Li, Man, Kanoni, Stavroula, Shrader, Peter, Cavalcanti-Proença, Christine, Kumari, Meena, Qi, Lu, Timpson, Nicholas J, Gieger, Christian, Zabena, Carina, Rocheleau, Ghislain, Ingelsson, Erik, An, Ping, O'Connell, Jeffrey, Luan, Jian'an, Elliott, Amanda, McCarroll, Steven A, Payne, Felicity, Roccasecca, Rosa Maria, Pattou, François, Sethupathy, Praveen, Ardlie, Kristin, Ariyurek, Yavuz, Balkau, Beverley, Barter, Philip, Beilby, John P, Ben-Shlomo, Yoav, Benediktsson, Rafn, Bennett, Amanda J, Bergmann, Sven, Bochud, Murielle, Boerwinkle, Eric, Bonnefond, Amélie, Bonnycastle, Lori L, Borch-Johnsen, Knut, Böttcher, Yvonne, Brunner, Eric, Bumpstead, Suzannah J, Charpentier, Guillaume, Chen, Yii-Der Ida, Chines, Peter, Clarke, Robert, Coin, Lachlan J M, Cooper, Matthew N, Cornelis, Marilyn, Crawford, Gabe, Crisponi, Laura, Day, Ian N M, de Geus, Eco J C, Delplanque, Jerome, Dina, Christian, Erdos, Michael R, Fedson, Annette C, Fischer-Rosinsky, Antje, Forouhi, Nita G, Fox, Caroline S, Frants, Rune, Franzosi, Maria Grazia, Galan, Pilar, Goodarzi, Mark O, Graessler, Jürgen, Groves, Christopher J, Grundy, Scott, Gwilliam, Rhian, Gyllensten, Ulf, Hadjadj, Samy, Hallmans, Göran, Hammond, Naomi, Han, Xijing, Hartikainen, Anna-Liisa, Hassanali, Neelam, Hayward, Caroline, Heath, Simon C, Hercberg, Serge, Herder, Christian, Hicks, Andrew A, Hillman, David R, Hingorani, Aroon D, Hofman, Albert, Hui, Jennie, Hung, Joe, Isomaa, Bo, Johnson, Paul R V, Jørgensen, Torben, Jula, Antti, Kaakinen, Marika, Kaprio, Jaakko, Kesaniemi, Y Antero, Kivimaki, Mika, Knight, Beatrice, Koskinen, Seppo, Kovacs, Peter, Kyvik, Kirsten Ohm, Lathrop, G Mark, Lawlor, Debbie A, Le Bacquer, Olivier, Lecoeur, Cécile, Li, Yun, Lyssenko, Valeriya, Mahley, Robert, Mangino, Massimo, Manning, Alisa K, Martínez-Larrad, María Teresa, McAteer, Jarred B, McCulloch, Laura J, McPherson, Ruth, Meisinger, Christa, Melzer, David, Meyre, David, Mitchell, Braxton D, Morken, Mario A, Mukherjee, Sutapa, Naitza, Silvia, Narisu, Narisu, Neville, Matthew J, Oostra, Ben A, Orrù, Marco, Pakyz, Ruth, Palmer, Colin N A, Paolisso, Giuseppe, Pattaro, Cristian, Pearson, Daniel, Peden, John F, Pedersen, Nancy L, Perola, Markus, Pfeiffer, Andreas F H, Pichler, Irene, Polasek, Ozren, Posthuma, Danielle, Potter, Simon C, Pouta, Anneli, Province, Michael A, Psaty, Bruce M, Rathmann, Wolfgang, Rayner, Nigel W, Rice, Kenneth, Ripatti, Samuli, Rivadeneira, Fernando, Roden, Michael, Rolandsson, Olov, Sandbaek, Annelli, Sandhu, Manjinder, Sanna, Serena, Sayer, Avan Aihie, Scheet, Paul, Scott, Laura J, Seedorf, Udo, Sharp, Stephen J, Shields, Beverley, Sigurethsson, Gunnar, Sijbrands, Eric J G, Silveira, Angela, Simpson, Laila, Singleton, Andrew, Smith, Nicholas L, Sovio, Ulla, Swift, Amy, Syddall, Holly, Syvänen, Ann-Christine, Tanaka, Toshiko, Thorand, Barbara, Tichet, Jean, Tönjes, Anke, Tuomi, Tiinamaija, Uitterlinden, André G, van Dijk, Ko Willems, van Hoek, Mandy, Varma, Dhiraj, Visvikis-Siest, Sophie, Vitart, Veronique, Vogelzangs, Nicole, Waeber, Gérard, Wagner, Peter J, Walley, Andrew, Walters, G Bragi, Ward, Kim L, Watkins, Hugh, Weedon, Michael N, Wild, Sarah H, Willemsen, Gonneke, Witteman, Jaqueline C M, Yarnell, John W G, Zeggini, Eleftheria, Zelenika, Diana, Zethelius, Björn, Zhai, Guangju, Zhao, Jing Hua, Zillikens, M Carola, Borecki, Ingrid B, Loos, Ruth J F, Meneton, Pierre, Magnusson, Patrik K E, Nathan, David M, Williams, Gordon H, Hattersley, Andrew T, Silander, Kaisa, Salomaa, Veikko, Smith, George Davey, Bornstein, Stefan R, Schwarz, Peter, Spranger, Joachim, Karpe, Fredrik, Shuldiner, Alan R, Cooper, Cyrus, Dedoussis, George V, Serrano-Ríos, Manuel, Morris, Andrew D, Lind, Lars, Palmer, Lyle J, Hu, Frank B, Franks, Paul W, Ebrahim, Shah, Marmot, Michael, Kao, W H Linda, Pankow, James S, Sampson, Michael J, Kuusisto, Johanna, Laakso, Markku, Hansen, Torben, Pedersen, Oluf, Pramstaller, Peter Paul, Wichmann, H Erich, Illig, Thomas, Rudan, Igor, Wright, Alan F, Stumvoll, Michael, Campbell, Harry, Wilson, James F, Bergman, Richard N, Buchanan, Thomas A, Collins, Francis S, Mohlke, Karen L, Tuomilehto, Jaakko, Valle, Timo T, Altshuler, David, Rotter, Jerome I, Siscovick, David S, Penninx, Brenda W J H, Boomsma, Dorret I, Deloukas, Panos, Spector, Timothy D, Frayling, Timothy M, Ferrucci, Luigi, Kong, Augustine, Thorsteinsdottir, Unnur, Stefansson, Kari, van Duijn, Cornelia M, Aulchenko, Yurii S, Cao, Antonio, Scuteri, Angelo, Schlessinger, David, Uda, Manuela, Ruokonen, Aimo, Jarvelin, Marjo-Riitta, Waterworth, Dawn M, Vollenweider, Peter, Peltonen, Leena, Mooser, Vincent, Abecasis, Goncalo R, Wareham, Nicholas J, Sladek, Robert, Froguel, Philippe, Watanabe, Richard M, Meigs, James B, Groop, Leif, Boehnke, Michael, McCarthy, Mark I, Florez, Jose C, and Barroso, 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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18. Common variants in 40 genes assessed for diabetes incidence and response to metformin and lifestyle intervention in the diabetes prevention program

Author

Jablonski, Kathleen A, McAteer, Jarred B, de Bakker, Paul I W, Franks, Paul W, Pollin, Toni I, Hanson, Robert L, Saxena, Richa, Fowler, Sarah, Shuldiner, Alan R, Knowler, William C, Altshuler, David, Florez, Jose C, Jablonski, Kathleen A, McAteer, Jarred B, de Bakker, Paul I W, Franks, Paul W, Pollin, Toni I, Hanson, Robert L, Saxena, Richa, Fowler, Sarah, Shuldiner, Alan R, Knowler, William C, Altshuler, David, and Florez, Jose C

Abstract

We have identified potential genetic determinants of metformin response. These results merit confirmation in independent samples.

Published
2010
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19. Extension of type 2 diabetes genome-wide association scan results in the diabetes prevention program

Author

Moore, Allan F, Jablonski, Kathleen A, McAteer, Jarred B, Saxena, Richa, Pollin, Toni I, Franks, Paul W, Hanson, Robert L, Shuldiner, Alan R, Knowler, William C, Altshuler, David, Florez, Jose C, Moore, Allan F, Jablonski, Kathleen A, McAteer, Jarred B, Saxena, Richa, Pollin, Toni I, Franks, Paul W, Hanson, Robert L, Shuldiner, Alan R, Knowler, William C, Altshuler, David, and Florez, Jose C

Abstract

OBJECTIVE: Genome-wide association scans (GWASs) have identified novel diabetes-associated genes. We evaluated how these variants impact diabetes incidence, quantitative glycemic traits, and response to preventive interventions in 3,548 subjects at high risk of type 2 diabetes enrolled in the Diabetes Prevention Program (DPP), which examined the effects of lifestyle intervention, metformin, and troglitazone versus placebo. RESEARCH DESIGN AND METHODS: We genotyped selected single nucleotide polymorphisms (SNPs) in or near diabetes-associated loci, including EXT2, CDKAL1, CDKN2A/B, IGF2BP2, HHEX, LOC387761, and SLC30A8 in DPP participants and performed Cox regression analyses using genotype, intervention, and their interactions as predictors of diabetes incidence. We evaluated their effect on insulin resistance and secretion at 1 year. RESULTS: None of the selected SNPs were associated with increased diabetes incidence in this population. After adjustments for ethnicity, baseline insulin secretion was lower in subjects with the risk genotype at HHEX rs1111875 (P = 0.01); there were no significant differences in baseline insulin sensitivity. Both at baseline and at 1 year, subjects with the risk genotype at LOC387761 had paradoxically increased insulin secretion; adjustment for self-reported ethnicity abolished these differences. In ethnicity-adjusted analyses, we noted a nominal differential improvement in beta-cell function for carriers of the protective genotype at CDKN2A/B after 1 year of troglitazone treatment (P = 0.01) and possibly lifestyle modification (P = 0.05). CONCLUSIONS: We were unable to replicate the GWAS findings regarding diabetes risk in the DPP. We did observe genotype associations with differences in baseline insulin secretion at the HHEX locus and a possible pharmacogenetic interaction at CDKNA2/B.

Published
2008
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20. Variation in Maturity-Onset Diabetes of the Young Genes Influence Response to Interventions for Diabetes Prevention.

Author

Billings, Liana K, Jablonski, Kathleen A, Warner, A Sofia, Cheng, Yu-Chien, McAteer, Jarred B, Tipton, Laura, Shuldiner, Alan R, Ehrmann, David A, Manning, Alisa K, Dabelea, Dana, Franks, Paul W, Kahn, Steven E, Pollin, Toni I, Knowler, William C, Altshuler, David, and Florez, Jose C

Abstract

Variation in genes that cause maturity-onset diabetes of the young (MODY) has been associated with diabetes incidence and glycemic traits.

Published
2017
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22. Variants in the CNR1 and the FAAH Genes and Adiposity Traits in the Community

Author

Lieb, Wolfgang, primary, Manning, Alisa K., additional, Florez, Jose C., additional, Dupuis, Josée, additional, Cupples, L. Adrienne, additional, McAteer, Jarred B., additional, Vasan, Ramachandran S., additional, Hoffmann, Udo, additional, O'Donnell, Christopher J., additional, Meigs, James B., additional, and Fox, Caroline S., additional

Published
2009
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23. The Association ofENPP1K121Q with Diabetes Incidence Is Abolished by Lifestyle Modification in the Diabetes Prevention Program

Author

Moore, Allan F., primary, Jablonski, Kathleen A., additional, Mason, Clinton C., additional, McAteer, Jarred B., additional, Arakaki, Richard F., additional, Goldstein, Barry J., additional, Kahn, Steven E., additional, Kitabchi, Abbas E., additional, Hanson, Robert L., additional, Knowler, William C., additional, and Florez, Jose C., additional

Published
2009
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24. Variants at the Endocannabinoid Receptor CB1 Gene (CNR1) and Insulin Sensitivity, Type 2 Diabetes, and Coronary Heart Disease.

Author

de Miguel-Yanes, Jose M., Manning, Alisa K., Shrader, Peter, McAteer, Jarred B., Goel, Anuj, Hamsten, Anders, Fox, Caroline S., Florez, Jose C., Dupuis, Josée, and Meigs, James B.

Subjects
NUCLEOTIDES, INSULIN resistance, GENETIC polymorphisms, META-analysis, DATABASES
Abstract

Inhibition of the endocannabinoid receptor CB1 improves insulin sensitivity, lowers glycemia, and slows atherosclerosis. We analyzed whether common variants in the gene encoding CB1, CNR1, are associated with insulin resistance, risk of type 2 diabetes (T2D) or coronary heart disease (CHD). We studied 2,411 participants of the Framingham Offspring Study (mean age 60 years, 52% women) for quantitative traits and CHD, and the Framingham SHARe database for T2D risk. We genotyped 19 single-nucleotide polymorphisms (SNPs) that tagged 85% (at r2 = 0.8) of common (>5%) CNR1 SNPs. Fasting blood glucose and insulin at the 7th (1999-2001) exam were collected. We used age-, sex-, BMI-adjusted models to test additive associations of genotype with homeostasis model assessment of insulin resistance (HOMAIR) (linear mixed-effect models), T2D, or CHD. To account for multiple tests of SNPs, we generated empirical P values. The C allele at SNP rs806365 (frequency, 57.4%), ~4.1 kb 3′ from CNR1, was associated with increased HOMAIR (n = 2,261, β = 0.05 per C, empirical P = 0.01), risk of T2D (674 cases, odds ratio = 1.19 per C, nominal P = 0.01) and CHD (237 cases, hazard ratio = 1.23 per C, nominal P = 0.04). The association of rs806365 with HOMAIR was replicated in a meta-analysis of two independent cohorts (National Health and Nutrition Examination Survey III genetic cohort (NHANES-III) plus Partners Case-Control Diabetes Study; 2,540 white individuals, β = 0.037, nominal P = 0.007), but not in the large Meta-Analyses of Glucose and Insulin-related traits Consortium (MAGIC) Consortium (n = 29,248, nominal P = 0.74). The association of rs806365 was not replicated either with T2D in Diabetes Genetics Replication and Meta-analysis (DIAGRAM) (n = 10,128, nominal P = 0.31), or with CHD in PROCARDIS (n = 13,614, nominal P = 0.37). Although supported by initial results, we found no reproducible statistical association of common variation at CNR1 with insulin resistance, T2D, or CHD. [ABSTRACT FROM AUTHOR]

Published
2011
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25. Hip Geometry Variation Is Associated With Bone Mineralization Pathway Gene Variants: The Framingham Study.

Author

Ching-Lung Cheung, Livshits, Gregory, Yanhua Zhou, Meigs, James B., McAteer, Jarred B., Florez, Jose C., Cupples, L. Adrienne, Demissie, Serkalem, Kiel, Douglas P., and Karasik, David

Abstract

The article examines three mineralization pathway-related candidate genes, alkaline phosphatase liver/bone/kidney (ALPL), ankylosis progressive homologue (ANKH), and ectonucleotide pyrophosphatase/phosphodiesterase 1 (ENPP1), with osteoporosis-related traits in a sample of men and women from the Framingham Osteoporosis Study. The study reveals that the HOXA7 binding site was present in the reference sequence with the major allele. The researchers also note that bone geometry variation is associated with a single-nucleotide polymorphism (SNP) in ENPP1.

Published
2010
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26. Effects of Genetic Variants Previously Associated with Fasting Glucose and Insulin in the Diabetes Prevention Program

Author

Jablonski, Kathleen A., McAteer, Jarred B., Franks, Paul W., Mason, Clinton C., Mather, Kieren, Goldberg, Ronald, Dabelea, Dana, Kahn, Steven E., Arakaki, Richard F., Shuldiner, Alan R., Knowler, William C., Florez, Jose Carlos, and Horton, Edward S.

Subjects
Biology, Anatomy and Physiology, Endocrine System, Endocrine Physiology, Insulin, Genetics, Human Genetics, Genetic Association Studies, Population Genetics, Genetic Polymorphism, Medicine, Clinical Research Design, Clinical Trials, Endocrinology, Diabetic Endocrinology, Diabetes Mellitus Type 2
Abstract

Common genetic variants have been recently associated with fasting glucose and insulin levels in white populations. Whether these associations replicate in pre-diabetes is not known. We extended these findings to the Diabetes Prevention Program, a clinical trial in which participants at high risk for diabetes were randomized to placebo, lifestyle modification or metformin for diabetes prevention. We genotyped previously reported polymorphisms (or their proxies) in/near G6PC2, MTNR1B, GCK, DGKB, GCKR, ADCY5, MADD, CRY2, ADRA2A, FADS1, PROX1, SLC2A2, GLIS3, C2CD4B, IGF1, and IRS1 in 3,548 Diabetes Prevention Program participants. We analyzed variants for association with baseline glycemic traits, incident diabetes and their interaction with response to metformin or lifestyle intervention. We replicated associations with fasting glucose at MTNR1B (P<0.001), G6PC2 (P = 0.002) and GCKR (P = 0.001). We noted impaired β-cell function in carriers of glucose-raising alleles at MTNR1B (P<0.001), and an increase in the insulinogenic index for the glucose-raising allele at G6PC2 (P<0.001). The association of MTNR1B with fasting glucose and impaired β-cell function persisted at 1 year despite adjustment for the baseline trait, indicating a sustained deleterious effect at this locus. We also replicated the association of MADD with fasting proinsulin levels (P<0.001). We detected no significant impact of these variants on diabetes incidence or interaction with preventive interventions. The association of several polymorphisms with quantitative glycemic traits is replicated in a cohort of high-risk persons. These variants do not have a detectable impact on diabetes incidence or response to metformin or lifestyle modification in the Diabetes Prevention Program.

Published
2012
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27. Effects of genetic variants previously associated with fasting glucose and insulin in the Diabetes Prevention Program.

Author

Florez JC, Jablonski KA, McAteer JB, Franks PW, Mason CC, Mather K, Horton E, Goldberg R, Dabelea D, Kahn SE, Arakaki RF, Shuldiner AR, and Knowler WC

Subjects
Alleles, Cohort Studies, Delta-5 Fatty Acid Desaturase, Diabetes Mellitus, Type 2 ethnology, Ethnicity, Fasting, Genetic Predisposition to Disease, Genotype, Humans, Life Style, Metformin pharmacology, Placebos, Polymorphism, Genetic, Polymorphism, Single Nucleotide, Proportional Hazards Models, Regression Analysis, Risk, Blood Glucose metabolism, Diabetes Mellitus, Type 2 genetics, Diabetes Mellitus, Type 2 prevention & control, Insulin metabolism
Abstract

Common genetic variants have been recently associated with fasting glucose and insulin levels in white populations. Whether these associations replicate in pre-diabetes is not known. We extended these findings to the Diabetes Prevention Program, a clinical trial in which participants at high risk for diabetes were randomized to placebo, lifestyle modification or metformin for diabetes prevention. We genotyped previously reported polymorphisms (or their proxies) in/near G6PC2, MTNR1B, GCK, DGKB, GCKR, ADCY5, MADD, CRY2, ADRA2A, FADS1, PROX1, SLC2A2, GLIS3, C2CD4B, IGF1, and IRS1 in 3,548 Diabetes Prevention Program participants. We analyzed variants for association with baseline glycemic traits, incident diabetes and their interaction with response to metformin or lifestyle intervention. We replicated associations with fasting glucose at MTNR1B (P<0.001), G6PC2 (P = 0.002) and GCKR (P = 0.001). We noted impaired β-cell function in carriers of glucose-raising alleles at MTNR1B (P<0.001), and an increase in the insulinogenic index for the glucose-raising allele at G6PC2 (P<0.001). The association of MTNR1B with fasting glucose and impaired β-cell function persisted at 1 year despite adjustment for the baseline trait, indicating a sustained deleterious effect at this locus. We also replicated the association of MADD with fasting proinsulin levels (P<0.001). We detected no significant impact of these variants on diabetes incidence or interaction with preventive interventions. The association of several polymorphisms with quantitative glycemic traits is replicated in a cohort of high-risk persons. These variants do not have a detectable impact on diabetes incidence or response to metformin or lifestyle modification in the Diabetes Prevention Program.

Published
2012
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28. A genome-wide association search for type 2 diabetes genes in African Americans.

Author

Palmer ND, McDonough CW, Hicks PJ, Roh BH, Wing MR, An SS, Hester JM, Cooke JN, Bostrom MA, Rudock ME, Talbert ME, Lewis JP, Ferrara A, Lu L, Ziegler JT, Sale MM, Divers J, Shriner D, Adeyemo A, Rotimi CN, Ng MC, Langefeld CD, Freedman BI, Bowden DW, 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, Soranzo N, Wheeler E, Glazer NL, Bouatia-Naji N, Mägi R, Randall J, Johnson T, Elliott P, Rybin D, Henneman P, Dehghan A, Hottenga JJ, Song K, Goel A, Egan JM, Lajunen T, Doney A, Kanoni S, Cavalcanti-Proença C, Kumari M, Timpson NJ, Zabena C, Ingelsson E, An P, O'Connell J, Luan J, Elliott A, McCarroll SA, Roccasecca RM, Pattou F, Sethupathy P, Ariyurek Y, Barter P, Beilby JP, Ben-Shlomo Y, Bergmann S, Bochud M, Bonnefond A, Borch-Johnsen K, Böttcher Y, Brunner E, Bumpstead SJ, Chen YD, Chines P, Clarke R, Coin LJ, Cooper MN, Crisponi L, Day IN, de Geus EJ, Delplanque J, Fedson AC, Fischer-Rosinsky A, Forouhi NG, Frants R, Franzosi MG, Galan P, Goodarzi MO, Graessler J, Grundy S, Gwilliam R, Hallmans G, Hammond N, Han X, Hartikainen AL, Hayward C, Heath SC, Hercberg S, Hicks AA, Hillman DR, Hingorani AD, Hui J, Hung J, 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, Mahley R, Mangino M, Manning AK, Martínez-Larrad MT, McAteer JB, McPherson R, Meisinger C, Melzer D, Meyre D, Mitchell BD, Mukherjee S, Naitza S, Neville MJ, Oostra BA, Orrù M, Pakyz R, 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, Rayner NW, Rice K, Ripatti S, Rivadeneira F, Rolandsson O, Sandbaek A, Sandhu M, Sanna S, Sayer AA, Scheet P, Seedorf U, Sharp SJ, Shields B, Sijbrands EJ, Silveira A, Simpson L, Singleton A, Smith NL, Sovio U, Swift A, Syddall H, Syvänen AC, Tanaka T, Tönjes A, Uitterlinden AG, van Dijk KW, Varma D, Visvikis-Siest S, Vitart V, Vogelzangs N, Waeber G, Wagner PJ, Walley A, Ward KL, Watkins H, Wild SH, Willemsen G, Witteman JC, Yarnell JW, Zelenika D, Zethelius B, Zhai G, Zhao JH, Zillikens MC, Borecki IB, Loos RJ, Meneton P, Magnusson PK, Nathan DM, Williams GH, Silander K, Salomaa V, Smith GD, Bornstein SR, Schwarz P, Spranger J, Karpe F, Shuldiner AR, Cooper C, Dedoussis GV, Serrano-Ríos M, Lind L, Palmer LJ, Franks PW, Ebrahim S, Marmot M, Kao WH, Pramstaller PP, Wright AF, Stumvoll M, Hamsten A, Buchanan TA, Valle TT, Rotter JI, Siscovick DS, Penninx BW, Boomsma DI, Deloukas P, Spector TD, Ferrucci L, Cao A, Scuteri A, Schlessinger D, Uda M, Ruokonen A, Jarvelin MR, Waterworth DM, Vollenweider P, Peltonen L, Mooser V, and Sladek R

Subjects
Adult, Aged, Case-Control Studies, Cohort Studies, Female, Genetic Predisposition to Disease, Genotype, Humans, Male, Meta-Analysis as Topic, Middle Aged, Polymorphism, Single Nucleotide, Validation Studies as Topic, Black or African American genetics, Diabetes Mellitus, Type 2 ethnology, Diabetes Mellitus, Type 2 genetics, Genome-Wide Association Study
Abstract

African Americans are disproportionately affected by type 2 diabetes (T2DM) yet few studies have examined T2DM using genome-wide association approaches in this ethnicity. The aim of this study was to identify genes associated with T2DM in the African American population. We performed a Genome Wide Association Study (GWAS) using the Affymetrix 6.0 array in 965 African-American cases with T2DM and end-stage renal disease (T2DM-ESRD) and 1029 population-based controls. The most significant SNPs (n = 550 independent loci) were genotyped in a replication cohort and 122 SNPs (n = 98 independent loci) were further tested through genotyping three additional validation cohorts followed by meta-analysis in all five cohorts totaling 3,132 cases and 3,317 controls. Twelve SNPs had evidence of association in the GWAS (P<0.0071), were directionally consistent in the Replication cohort and were associated with T2DM in subjects without nephropathy (P<0.05). Meta-analysis in all cases and controls revealed a single SNP reaching genome-wide significance (P<2.5×10(-8)). SNP rs7560163 (P = 7.0×10(-9), OR (95% CI) = 0.75 (0.67-0.84)) is located intergenically between RND3 and RBM43. Four additional loci (rs7542900, rs4659485, rs2722769 and rs7107217) were associated with T2DM (P<0.05) and reached more nominal levels of significance (P<2.5×10(-5)) in the overall analysis and may represent novel loci that contribute to T2DM. We have identified novel T2DM-susceptibility variants in the African-American population. Notably, T2DM risk was associated with the major allele and implies an interesting genetic architecture in this population. These results suggest that multiple loci underlie T2DM susceptibility in the African-American population and that these loci are distinct from those identified in other ethnic populations.

Published
2012
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29. 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

Dastani Z, Hivert MF, Timpson N, Perry JR, Yuan X, Scott RA, Henneman P, Heid IM, Kizer JR, Lyytikäinen LP, Fuchsberger C, Tanaka T, Morris AP, Small K, Isaacs A, Beekman M, Coassin S, Lohman K, Qi L, Kanoni S, Pankow JS, Uh HW, Wu Y, Bidulescu A, Rasmussen-Torvik LJ, Greenwood CM, Ladouceur M, Grimsby J, Manning AK, Liu CT, Kooner J, Mooser VE, Vollenweider P, Kapur KA, Chambers J, Wareham NJ, Langenberg C, Frants R, Willems-Vandijk K, Oostra BA, Willems SM, Lamina C, Winkler TW, Psaty BM, Tracy RP, Brody J, Chen I, Viikari J, Kähönen M, Pramstaller PP, Evans DM, St Pourcain B, Sattar N, Wood AR, Bandinelli S, Carlson OD, Egan JM, Böhringer S, van Heemst D, Kedenko L, Kristiansson K, Nuotio ML, Loo BM, Harris T, Garcia M, Kanaya A, Haun M, Klopp N, Wichmann HE, Deloukas P, Katsareli E, Couper DJ, Duncan BB, Kloppenburg M, Adair LS, Borja JB, Wilson JG, Musani S, Guo X, Johnson T, Semple R, Teslovich TM, Allison MA, Redline S, Buxbaum SG, Mohlke KL, Meulenbelt I, Ballantyne CM, Dedoussis GV, Hu FB, Liu Y, Paulweber B, Spector TD, Slagboom PE, Ferrucci L, Jula A, Perola M, Raitakari O, Florez JC, Salomaa V, Eriksson JG, Frayling TM, Hicks AA, Lehtimäki T, Smith GD, Siscovick DS, Kronenberg F, van Duijn C, Loos RJ, Waterworth DM, Meigs JB, Dupuis J, Richards JB, Voight BF, Scott LJ, Steinthorsdottir V, 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, 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, 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, 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, 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, Morris AD, Palmer CN, Rudan I, Sijbrands E, Stein LD, Tuomilehto J, Uitterlinden A, Walker M, Watanabe RM, Abecasis GR, Boehm BO, Campbell H, Daly MJ, Hattersley AT, Pedersen O, Barroso I, Groop L, Sladek R, Thorsteinsdottir U, Wilson JF, Illig T, Froguel P, van Duijn CM, Stefansson K, Altshuler D, Boehnke M, McCarthy MI, Soranzo N, Wheeler E, Glazer NL, Bouatia-Naji N, Mägi R, Randall J, Elliott P, Rybin D, Dehghan A, Hottenga JJ, Song K, Goel A, Lajunen T, Doney A, Cavalcanti-Proença C, Kumari M, Timpson NJ, Zabena C, Ingelsson E, An P, O'Connell J, Luan J, Elliott A, McCarroll SA, Roccasecca RM, Pattou F, Sethupathy P, Ariyurek Y, Barter P, Beilby JP, Ben-Shlomo Y, Bergmann S, Bochud M, Bonnefond A, Borch-Johnsen K, Böttcher Y, Brunner E, Bumpstead SJ, Chen YD, Chines P, Clarke R, Coin LJ, Cooper MN, Crisponi L, Day IN, de Geus EJ, Delplanque J, Fedson AC, Fischer-Rosinsky A, Forouhi NG, Franzosi MG, Galan P, Goodarzi MO, Graessler J, Grundy S, Gwilliam R, Hallmans G, Hammond N, Han X, Hartikainen AL, Hayward C, Heath SC, Hercberg S, Hillman DR, Hingorani AD, Hui J, Hung J, 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, Mahley R, Mangino M, Martínez-Larrad MT, McAteer JB, McPherson R, Meisinger C, Melzer D, Meyre D, Mitchell BD, Mukherjee S, Naitza S, Neville MJ, Orrù M, Pakyz R, Paolisso G, Pattaro C, Pearson D, Peden JF, Pedersen NL, Pfeiffer AF, Pichler I, Polasek O, Posthuma D, Potter SC, Pouta A, Province MA, Rayner NW, Rice K, Ripatti S, Rivadeneira F, Rolandsson O, Sandbaek A, Sandhu M, Sanna S, Sayer AA, Scheet P, 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, Tönjes A, Uitterlinden AG, van Dijk KW, Varma D, Visvikis-Siest S, Vitart V, Vogelzangs N, Waeber G, Wagner PJ, Walley A, Ward KL, Watkins H, Wild SH, Willemsen G, Witteman JC, Yarnell JW, Zelenika D, Zethelius B, Zhai G, Zhao JH, Zillikens MC, Borecki IB, Meneton P, Magnusson PK, Nathan DM, Williams GH, Silander K, Bornstein SR, Schwarz P, Spranger J, Karpe F, Shuldiner AR, Cooper C, Serrano-Ríos M, Lind L, Palmer LJ, Hu FB 1st, Franks PW, Ebrahim S, Marmot M, Kao WH, Pramstaller PP, Wright AF, Stumvoll M, Hamsten A, Buchanan TA, Valle TT, Rotter JI, Penninx BW, Boomsma DI, Cao A, Scuteri A, Schlessinger D, Uda M, Ruokonen A, Jarvelin MR, Peltonen L, Mooser V, Sladek R, Musunuru K, Smith AV, Edmondson AC, Stylianou IM, Koseki M, Pirruccello JP, Chasman DI, Johansen CT, Fouchier SW, Peloso GM, Barbalic M, Ricketts SL, Bis JC, Feitosa MF, Orho-Melander M, Melander O, Li X, Li M, Cho YS, Go MJ, Kim YJ, Lee JY, Park T, Kim K, Sim X, Ong RT, Croteau-Chonka DC, Lange LA, Smith JD, Ziegler A, Zhang W, Zee RY, Whitfield JB, Thompson JR, Surakka I, Spector TD, Smit JH, Sinisalo J, Scott J, Saharinen J, Sabatti C, Rose LM, Roberts R, Rieder M, Parker AN, Pare G, O'Donnell CJ, Nieminen MS, Nickerson DA, Montgomery GW, McArdle W, Masson D, Martin NG, Marroni F, Lucas G, Luben R, Lokki ML, Lettre G, Launer LJ, Lakatta EG, Laaksonen R, Kyvik KO, König IR, Khaw KT, Kaplan LM, Johansson Å, Janssens AC, Igl W, Hovingh GK, Hengstenberg C, Havulinna AS, Hastie ND, Harris TB, Haritunians T, Hall AS, Groop LC, Gonzalez E, Freimer NB, Erdmann J, Ejebe KG, Döring A, Dominiczak AF, Demissie S, Deloukas P, de Faire U, Crawford G, Chen YD, Caulfield MJ, Boekholdt SM, Assimes TL, Quertermous T, Seielstad M, Wong TY, Tai ES, Feranil AB, Kuzawa CW, Taylor HA Jr, Gabriel SB, Holm H, Gudnason V, Krauss RM, Ordovas JM, Munroe PB, Kooner JS, Tall AR, Hegele RA, Kastelein JJ, Schadt EE, Strachan DP, Reilly MP, Samani NJ, Schunkert H, Cupples LA, Sandhu MS, Ridker PM, Rader DJ, and Kathiresan S

Subjects
Adiponectin genetics, Black or African American, Asian People, Cholesterol, HDL genetics, Female, Gene Expression, Genetic Predisposition to Disease, Glucose Tolerance Test, Humans, Insulin Resistance genetics, Male, Metabolic Networks and Pathways, Polymorphism, Single Nucleotide, Waist-Hip Ratio, White People, Adiponectin blood, Diabetes Mellitus, Type 2 genetics, Genome-Wide Association Study
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., Competing Interests: DM Waterworth, X Yuan, and VE Mooser are full-time employees of GlaxoSmithKline. P Vollenweider received grant money from GlaxoSmithKline to fund the CoLaus study. The other authors declare no competing financial interests.

Published
2012
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30. Hip geometry variation is associated with bone mineralization pathway gene variants: The Framingham Study.

Author

Cheung CL, Livshits G, Zhou Y, Meigs JB, McAteer JB, Florez JC, Cupples LA, Demissie S, Kiel DP, and Karasik D

Subjects
Aged, Binding Sites genetics, Bone Density, Cohort Studies, Female, Genotype, Homeodomain Proteins genetics, Humans, Male, Middle Aged, Osteoporosis genetics, Osteoporosis physiopathology, Polymorphism, Single Nucleotide, Alkaline Phosphatase genetics, Calcification, Physiologic genetics, Hip anatomy & histology, Phosphate Transport Proteins genetics, Phosphoric Diester Hydrolases genetics, Pyrophosphatases genetics
Abstract

Mineralization of bone matrix is an important process in bone formation; thus defects in mineralization have been implicated in bone mineral density (BMD) and bone structure alterations. Three central regulators of phosphate balance, ALPL, ANKH, and ENPP1, are central in the matrix mineralization process; therefore, the genes encoding them are considered important candidates genes for BMD and bone geometry. To test for an association between these three candidate genes and BMD and bone geometry traits, 124 informative singlenucleotide polymorphisms (SNPs) were selected and genotyped in 1513 unrelated subjects from the Framingham offspring cohort. Initial results showed that SNP rs1974201 in the gene ENPP1 was a susceptibility variant associated with several hip geometric indices, with the strongest p value of 3.8 × 10(7) being observed for femoral neck width. A few modest associations were observed between SNPs in or near ALPL and several bone traits, but no association was observed with ANKH. The association signals observed for SNPs around rs1974201 were attenuated after conditional analysis on rs1974201. Transcription factor binding-site prediction revealed that the HOXA7 binding site was present in the reference sequence with the major allele, whereas this potential binding site is lost in the sequence with the minor allele of rs1974201. In conclusion, we found evidence for association of bone geometry variation with an SNP in ENPP1, a gene in the mineralization pathway. The alteration of a binding site of the deregulator of extracellular matrix HOXA7 warrants further investigation., (2010 American Society for Bone and Mineral Research.)

Published
2010
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