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2. Genome-wide mRNA profiling in urinary extracellular vesicles reveals stress gene signature for diabetic kidney disease

Author

Dwivedi, Om Prakash, Barreiro, Karina, Käräjämäki, Annemari, Valo, Erkka, Giri, Anil K., Prasad, Rashmi B., Roy, Rishi Das, Thorn, Lena M., Rannikko, Antti, Holthöfer, Harry, Gooding, Kim M., Sourbron, Steven, Delic, Denis, Gomez, Maria F., Groop, Per-Henrik, Tuomi, Tiinamaija, Forsblom, Carol, Groop, Leif, and Puhka, Maija

Published
2023
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5. A Genome-Wide Association Study of Diabetic Kidney Disease in Subjects With Type 2 Diabetes

Author

van Zuydam, Natalie R, Ahlqvist, Emma, Sandholm, Niina, Deshmukh, Harshal, Rayner, N William, Abdalla, Moustafa, Ladenvall, Claes, Ziemek, Daniel, Fauman, Eric, Robertson, Neil R, McKeigue, Paul M, Valo, Erkka, Forsblom, Carol, Harjutsalo, Valma, Perna, Annalisa, Rurali, Erica, Marcovecchio, M Loredana, Igo, Robert P, Salem, Rany M, Perico, Norberto, Lajer, Maria, Käräjämäki, Annemari, Imamura, Minako, Kubo, Michiaki, Takahashi, Atsushi, Sim, Xueling, Liu, Jianjun, van Dam, Rob M, Jiang, Guozhi, Tam, Claudia HT, Luk, Andrea OY, Lee, Heung Man, Lim, Cadmon KP, Szeto, Cheuk Chun, So, Wing Yee, Chan, Juliana CN, Ang, Su Fen, Dorajoo, Rajkumar, Wang, Ling, Clara, Tan Si Hua, McKnight, Amy-Jayne, Duffy, Seamus, Pezzolesi, Marcus G, Marre, Michel, Gyorgy, Beata, Hadjadj, Samy, Hiraki, Linda T, Ahluwalia, Tarunveer S, Almgren, Peter, Schulz, Christina-Alexandra, Orho-Melander, Marju, Linneberg, Allan, Christensen, Cramer, Witte, Daniel R, Grarup, Niels, Brandslund, Ivan, Melander, Olle, Paterson, Andrew D, Tregouet, David, Maxwell, Alexander P, Lim, Su Chi, Ma, Ronald CW, Tai, E Shyong, Maeda, Shiro, Lyssenko, Valeriya, Tuomi, Tiinamaija, Krolewski, Andrzej S, Rich, Stephen S, Hirschhorn, Joel N, Florez, Jose C, Dunger, David, Pedersen, Oluf, Hansen, Torben, Rossing, Peter, Remuzzi, Giuseppe, Brosnan, Mary Julia, Palmer, Colin NA, Groop, Per-Henrik, Colhoun, Helen M, Groop, Leif C, McCarthy, Mark I, Koivula, S, Uggeldahl, T, Forslund, T, Halonen, A, Koistinen, A, Koskiaho, P, Laukkanen, M, Saltevo, J, Tiihonen, M, Forsen, M, Granlund, H, Jonsson, A-C, Nyroos, B, Kinnunen, P, Orvola, A, Salonen, T, Vähänen, A, Paldanius, Kotka R, and Riihelä, M

Subjects
Diabetes, Genetics, Human Genome, Aetiology, 2.1 Biological and endogenous factors, Metabolic and endocrine, Good Health and Well Being, Adult, Aged, Aged, 80 and over, Case-Control Studies, Diabetes Mellitus, Type 2, Diabetic Nephropathies, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Kidney Failure, Chronic, Male, Middle Aged, Polymorphism, Single Nucleotide, Renal Insufficiency, Chronic, Finnish Diabetic Nephropathy Study, Hong Kong Diabetes Registry Theme-based Research Scheme Project Group, Warren 3 and Genetics of Kidneys in Diabetes (GoKinD) Study Group, GENIE (GEnetics of Nephropathy an International Effort) Consortium, Diabetes Control and Complications Trial (DCCT)/Epidemiology of Diabetes Interventions and Complications (EDIC) Research Group, SUrrogate markers for Micro- and Macrovascular hard endpoints for Innovative diabetes Tools (SUMMIT) Consortium, Medical and Health Sciences, Endocrinology & Metabolism
Abstract

Identification of sequence variants robustly associated with predisposition to diabetic kidney disease (DKD) has the potential to provide insights into the pathophysiological mechanisms responsible. We conducted a genome-wide association study (GWAS) of DKD in type 2 diabetes (T2D) using eight complementary dichotomous and quantitative DKD phenotypes: the principal dichotomous analysis involved 5,717 T2D subjects, 3,345 with DKD. Promising association signals were evaluated in up to 26,827 subjects with T2D (12,710 with DKD). A combined T1D+T2D GWAS was performed using complementary data available for subjects with T1D, which, with replication samples, involved up to 40,340 subjects with diabetes (18,582 with DKD). Analysis of specific DKD phenotypes identified a novel signal near GABRR1 (rs9942471, P = 4.5 × 10-8) associated with microalbuminuria in European T2D case subjects. However, no replication of this signal was observed in Asian subjects with T2D or in the equivalent T1D analysis. There was only limited support, in this substantially enlarged analysis, for association at previously reported DKD signals, except for those at UMOD and PRKAG2, both associated with estimated glomerular filtration rate. We conclude that, despite challenges in addressing phenotypic heterogeneity, access to increased sample sizes will continue to provide more robust inference regarding risk variant discovery for DKD.

Published
2018

6. Refining the accuracy of validated target identification through coding variant fine-mapping in type 2 diabetes.

Author

Mahajan, Anubha, Wessel, Jennifer, Willems, Sara M, Zhao, Wei, Robertson, Neil R, Chu, Audrey Y, Gan, Wei, Kitajima, Hidetoshi, Taliun, Daniel, Rayner, N William, Guo, Xiuqing, Lu, Yingchang, Li, Man, Jensen, Richard A, Hu, Yao, Huo, Shaofeng, Lohman, Kurt K, Zhang, Weihua, Cook, James P, Prins, Bram Peter, Flannick, Jason, Grarup, Niels, Trubetskoy, Vassily Vladimirovich, Kravic, Jasmina, Kim, Young Jin, Rybin, Denis V, Yaghootkar, Hanieh, Müller-Nurasyid, Martina, Meidtner, Karina, Li-Gao, Ruifang, Varga, Tibor V, Marten, Jonathan, Li, Jin, Smith, Albert Vernon, An, Ping, Ligthart, Symen, Gustafsson, Stefan, Malerba, Giovanni, Demirkan, Ayse, Tajes, Juan Fernandez, Steinthorsdottir, Valgerdur, Wuttke, Matthias, Lecoeur, Cécile, Preuss, Michael, Bielak, Lawrence F, Graff, Marielisa, Highland, Heather M, Justice, Anne E, Liu, Dajiang J, Marouli, Eirini, Peloso, Gina Marie, Warren, Helen R, ExomeBP Consortium, MAGIC Consortium, GIANT Consortium, Afaq, Saima, Afzal, Shoaib, Ahlqvist, Emma, Almgren, Peter, Amin, Najaf, Bang, Lia B, Bertoni, Alain G, Bombieri, Cristina, Bork-Jensen, Jette, Brandslund, Ivan, Brody, Jennifer A, Burtt, Noël P, Canouil, Mickaël, Chen, Yii-Der Ida, Cho, Yoon Shin, Christensen, Cramer, Eastwood, Sophie V, Eckardt, Kai-Uwe, Fischer, Krista, Gambaro, Giovanni, Giedraitis, Vilmantas, Grove, Megan L, de Haan, Hugoline G, Hackinger, Sophie, Hai, Yang, Han, Sohee, Tybjærg-Hansen, Anne, Hivert, Marie-France, Isomaa, Bo, Jäger, Susanne, Jørgensen, Marit E, Jørgensen, Torben, Käräjämäki, Annemari, Kim, Bong-Jo, Kim, Sung Soo, Koistinen, Heikki A, Kovacs, Peter, Kriebel, Jennifer, Kronenberg, Florian, Läll, Kristi, Lange, Leslie A, Lee, Jung-Jin, Lehne, Benjamin, Li, Huaixing, and Lin, Keng-Hung

Subjects
ExomeBP Consortium, MAGIC Consortium, GIANT Consortium, Humans, Diabetes Mellitus, Type 2, Genetic Predisposition to Disease, Chromosome Mapping, Alleles, European Continental Ancestry Group, Female, Male, Genetic Variation, Genome-Wide Association Study, Whole Exome Sequencing, Diabetes Mellitus, Type 2, Developmental Biology, Biological Sciences, Medical and Health Sciences
Abstract

We aggregated coding variant data for 81,412 type 2 diabetes cases and 370,832 controls of diverse ancestry, identifying 40 coding variant association signals (P

Published
2018

8. Novel subgroups of adult-onset diabetes and their association with outcomes: a data-driven cluster analysis of six variables

Author

Ahlqvist, Emma, Storm, Petter, Käräjämäki, Annemari, Martinell, Mats, Dorkhan, Mozhgan, Carlsson, Annelie, Vikman, Petter, Prasad, Rashmi B, Aly, Dina Mansour, Almgren, Peter, Wessman, Ylva, Shaat, Nael, Spégel, Peter, Mulder, Hindrik, Lindholm, Eero, Melander, Olle, Hansson, Ola, Malmqvist, Ulf, Lernmark, Åke, Lahti, Kaj, Forsén, Tom, Tuomi, Tiinamaija, Rosengren, Anders H, and Groop, Leif

Published
2018
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10. The genetic architecture of type 2 diabetes

Author

Fuchsberger, Christian, Flannick, Jason, Teslovich, Tanya M., Mahajan, Anubha, Agarwala, Vineeta, Gaulton, Kyle J., Ma, Clement, Fontanillas, Pierre, Moutsianas, Loukas, McCarthy, Davis J., Rivas, Manuel A., Perry, John R. B., Sim, Xueling, Blackwell, Thomas W., Robertson, Neil R., Rayner, N. William, Cingolani, Pablo, Locke, Adam E., Tajes, Juan Fernandez, Highland, Heather M., Dupuis, Josee, Chines, Peter S., Lindgren, Cecilia M., Hartl, Christopher, Jackson, Anne U., Chen, Han, Huyghe, Jeroen R., van de Bunt, Martijn, Pearson, Richard D., Kumar, Ashish, Müller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M., Gamazon, Eric R., Lee, Jaehoon, Chen, Yuhui, Scott, Robert A., Below, Jennifer E., Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L., Pasko, Dorota, Parker, Stephen C. J., Varga, Tibor V., Green, Todd, Beer, Nicola L., Day-Williams, Aaron G., Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong-Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min-Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng-Han, Maxwell, Taylor J., Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P., Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F., Han, Bok-Ghee, Jenkinson, Christopher P., Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C. Y., Palmer, Nicholette D., Balkau, Beverley, Stančáková, Alena, Abboud, Hanna E., Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D., Neale, Benjamin M., Purcell, Shaun, Butterworth, Adam S., Howson, Joanna M. M., Lee, Heung Man, Lu, Yingchang, Kwak, Soo-Heon, Zhao, Wei, Danesh, John, Lam, Vincent K. L., Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H. T., Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching-Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E., Rybin, Denis, Farook, Vidya S., Fowler, Sharon P., Freedman, Barry I., Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J., Khor, Chiea-Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothée, Lim, Wei Yen, Liu, Jianjun, van der Schouw, Yvonne T., Loh, Marie, Musani, Solomon K., Puppala, Sobha, Scott, William R., Yengo, Loïc, Tan, Sian-Tsung, Taylor Jr., Herman A., Thameem, Farook, Wilson, Gregory, Wong, Tien Yin, Njølstad, Pål Rasmus, Levy, Jonathan C., Mangino, Massimo, Bonnycastle, Lori L., Schwarzmayr, Thomas, Fadista, João, Surdulescu, Gabriela L., Herder, Christian, Groves, Christopher J., Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A., Doney, Alex S. F., Kinnunen, Leena, Esko, Tõnu, Farmer, Andrew J., Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeriya, Hollensted, Mette, Jørgensen, Marit E., Jørgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Käräjämäki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Swift, Amy, Rosengren, Anders H., Stirrups, Kathleen, Wood, Andrew R., Mihailov, Evelin, Blancher, Christine, Carneiro, Mauricio O., Maguire, Jared, Poplin, Ryan, Shakir, Khalid, Fennell, Timothy, DePristo, Mark, Hrabé de Angelis, Martin, Deloukas, Panos, Gjesing, Anette P., Jun, Goo, Nilsson, Peter, Murphy, Jacquelyn, Onofrio, Robert, Thorand, Barbara, Hansen, Torben, Meisinger, Christa, Hu, Frank B., Isomaa, Bo, Karpe, Fredrik, Liang, Liming, Peters, Annette, Huth, Cornelia, O’Rahilly, Stephen P., Palmer, Colin N. A., Pedersen, Oluf, Rauramaa, Rainer, Tuomilehto, Jaakko, Salomaa, Veikko, Watanabe, Richard M., Syvänen, Ann-Christine, Bergman, Richard N., Bharadwaj, Dwaipayan, Bottinger, Erwin P., Cho, Yoon Shin, Chandak, Giriraj R., Chan, Juliana C. N., Chia, Kee Seng, Daly, Mark J., Ebrahim, Shah B., Langenberg, Claudia, Elliott, Paul, Jablonski, Kathleen A., Lehman, Donna M., Jia, Weiping, Ma, Ronald C. W., Pollin, Toni I., Sandhu, Manjinder, Tandon, Nikhil, Froguel, Philippe, Barroso, Inês, Teo, Yik Ying, Zeggini, Eleftheria, Loos, Ruth J. F., Small, Kerrin S., Ried, Janina S., DeFronzo, Ralph A., Grallert, Harald, Glaser, Benjamin, Metspalu, Andres, Wareham, Nicholas J., Walker, Mark, Banks, Eric, Gieger, Christian, Ingelsson, Erik, Im, Hae Kyung, Illig, Thomas, Franks, Paul W., Buck, Gemma, Trakalo, Joseph, Buck, David, Prokopenko, Inga, Mägi, Reedik, Lind, Lars, Farjoun, Yossi, Owen, Katharine R., Gloyn, Anna L., Strauch, Konstantin, Tuomi, Tiinamaija, Kooner, Jaspal Singh, Lee, Jong-Young, Park, Taesung, Donnelly, Peter, Morris, Andrew D., Hattersley, Andrew T., Bowden, Donald W., Collins, Francis S., Atzmon, Gil, Chambers, John C., Spector, Timothy D., Laakso, Markku, Strom, Tim M., Bell, Graeme I., Blangero, John, Duggirala, Ravindranath, Tai, E. Shyong, McVean, Gilean, Hanis, Craig L., Wilson, James G., Seielstad, Mark, Frayling, Timothy M., Meigs, James B., Cox, Nancy J., Sladek, Rob, Lander, Eric S., Gabriel, Stacey, Burtt, Noël P., Mohlke, Karen L., Meitinger, Thomas, Groop, Leif, Abecasis, Goncalo, Florez, Jose C., Scott, Laura J., Morris, Andrew P., Kang, Hyun Min, Boehnke, Michael, Altshuler, David, and McCarthy, Mark I.

Published
2016
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11. New Blood Pressure–Associated Loci Identified in Meta-Analyses of 475 000 Individuals

Author

Kraja, Aldi T., Cook, James P., Warren, Helen R., Surendran, Praveen, Liu, Chunyu, Evangelou, Evangelos, Manning, Alisa K., Grarup, Niels, Drenos, Fotios, Sim, Xueling, Smith, Albert Vernon, Amin, Najaf, Blakemore, Alexandra I.F., Bork-Jensen, Jette, Brandslund, Ivan, Farmaki, Aliki-Eleni, Fava, Cristiano, Ferreira, Teresa, Herzig, Karl-Heinz, Giri, Ayush, Giulianini, Franco, Grove, Megan L., Guo, Xiuqing, Harris, Sarah E., Have, Christian T., Havulinna, Aki S., Zhang, He, Jørgensen, Marit E., Käräjämäki, AnneMari, Kooperberg, Charles, Linneberg, Allan, Little, Louis, Liu, Yongmei, Bonnycastle, Lori L., Lu, Yingchang, Mägi, Reedik, Mahajan, Anubha, Malerba, Giovanni, Marioni, Riccardo E., Mei, Hao, Menni, Cristina, Morrison, Alanna C., Padmanabhan, Sandosh, Palmas, Walter, Poveda, Alaitz, Rauramaa, Rainer, Rayner, Nigel William, Riaz, Muhammad, Rice, Ken, Richard, Melissa A., Smith, Jennifer A., Southam, Lorraine, Stančáková, Alena, Stirrups, Kathleen E., Tragante, Vinicius, Tuomi, Tiinamaija, Tzoulaki, Ioanna, Varga, Tibor V., Weiss, Stefan, Yiorkas, Andrianos M., Young, Robin, Zhang, Weihua, Barnes, Michael R., Cabrera, Claudia P., Gao, He, Boehnke, Michael, Boerwinkle, Eric, Chambers, John C., Connell, John M., Christensen, Cramer K., de Boer, Rudolf A., Deary, Ian J., Dedoussis, George, Deloukas, Panos, Dominiczak, Anna F., Dörr, Marcus, Joehanes, Roby, Edwards, Todd L., Esko, Tõnu, Fornage, Myriam, Franceschini, Nora, Franks, Paul W., Gambaro, Giovanni, Groop, Leif, Hallmans, Göran, Hansen, Torben, Hayward, Caroline, Heikki, Oksa, Ingelsson, Erik, Tuomilehto, Jaakko, Jarvelin, Marjo-Riitta, Kardia, Sharon L.R., Karpe, Fredrik, Kooner, Jaspal S., Lakka, Timo A., Langenberg, Claudia, Lind, Lars, Loos, Ruth J.F., Laakso, Markku, McCarthy, Mark I., Melander, Olle, Mohlke, Karen L., Morris, Andrew P., Palmer, Colin N.A., Pedersen, Oluf, Polasek, Ozren, Poulter, Neil R., Province, Michael A., Psaty, Bruce M., Ridker, Paul M., Rotter, Jerome I., Rudan, Igor, Salomaa, Veikko, Samani, Nilesh J., Sever, Peter J., Skaaby, Tea, Stafford, Jeanette M., Starr, John M., van der Harst, Pim, van der Meer, Peter, van Duijn, Cornelia M., Vergnaud, Anne-Claire, Gudnason, Vilmundur, Wareham, Nicholas J., Wilson, James G., Willer, Cristen J., Witte, Daniel R., Zeggini, Eleftheria, Saleheen, Danish, Butterworth, Adam S., Danesh, John, Asselbergs, Folkert W., Wain, Louise V., Ehret, Georg B., Chasman, Daniel I., Caulfield, Mark J., Elliott, Paul, Lindgren, Cecilia M., Levy, Daniel, Newton-Cheh, Christopher, Munroe, Patricia B., and Howson, Joanna M.M.

Published
2017
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13. Correction to: Subgroups of patients with young-onset type 2 diabetes in India reveal insulin deficiency as a major driver

Author

Prasad, Rashmi B., primary, Asplund, Olof, additional, Shukla, Sharvari R., additional, Wagh, Rucha, additional, Kunte, Pooja, additional, Bhat, Dattatrey, additional, Parekh, Malay, additional, Shah, Meet, additional, Phatak, Sanat, additional, Käräjämäki, Annemari, additional, Datta, Anupam, additional, Kakati, Sanjeeb, additional, Tuomi, Tiinamaija, additional, Saboo, Banshi, additional, Ahlqvist, Emma, additional, Groop, Leif, additional, and Yajnik, Chittaranjan S., additional

Published
2021
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14. Subgroups of patients with young-onset type 2 diabetes in India reveal insulin deficiency as a major driver

Author

Prasad, Rashmi B., primary, Asplund, Olof, additional, Shukla, Sharvari R., additional, Wagh, Rucha, additional, Kunte, Pooja, additional, Bhat, Dattatrey, additional, Parekh, Malay, additional, Shah, Meet, additional, Phatak, Sanat, additional, Käräjämäki, Annemari, additional, Datta, Anupam, additional, Kakati, Sanjeeb, additional, Tuomi, Tiinamaija, additional, Saboo, Banshi, additional, Ahlqvist, Emma, additional, Groop, Leif, additional, and Yajnik, Chittaranjan S., additional

Published
2021
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15. Urine extracellular vesicles capture kidney transcriptome and hyperglycemia linked mRNA signatures for type 1 diabetic kidney disease

Author

Dwivedi, Om Prakash, primary, Barreiro, Karina, additional, Käräjämäki, Annemari, additional, Valo, Erkka, additional, Prasad, Rashmi B, additional, Holthöfer, Harry, additional, Groop, Per-Henrik, additional, Tuomi, Tiinamaija, additional, Forsblom, Carol, additional, Groop, Leif, additional, and Puhka, Maija, additional

Published
2021
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16. Subgroups of young type 2 diabetes in India reveal insulin deficiency as a major driver

Author

Prasad, Rashmi B, primary, Asplund, Olof, additional, Shukla, Sharvari R, additional, Wagh, Rucha, additional, Kunte, Pooja, additional, Bhat, Dattatrey, additional, Parikh, Malay, additional, Shah, Meet, additional, Phatak, Sanat, additional, Käräjämäki, Annemari, additional, Datta, Anupam, additional, Kakati, Sanjeeb, additional, Tuomi, Tiinamaija, additional, Saboo, Banshi, additional, Ahlqvist, Emma, additional, Groop, Leif, additional, and Yajnik, Chittaranjan S, additional

Published
2021
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17. Discovery of rare variants associated with blood pressure regulation through meta-analysis of 1.3 million individuals.

Author

Surendran, Praveen, Feofanova, Elena V, Lahrouchi, Najim, Ntalla, Ioanna, Karthikeyan, Savita, Cook, James, Chen, Lingyan, Mifsud, Borbala, Yao, Chen, Kraja, Aldi T, Cartwright, James H, Hellwege, Jacklyn N, Giri, Ayush, Tragante, Vinicius, Thorleifsson, Gudmar, Liu, Dajiang J, Prins, Bram P, Stewart, Isobel D, Cabrera, Claudia P, Eales, James M, Akbarov, Artur, Auer, Paul L, Bielak, Lawrence F, Bis, Joshua C, Braithwaite, Vickie S, Brody, Jennifer A, Daw, E Warwick, Warren, Helen R, Drenos, Fotios, Nielsen, Sune Fallgaard, Faul, Jessica D, Fauman, Eric B, Fava, Cristiano, Ferreira, Teresa, Foley, Christopher N, Franceschini, Nora, Gao, He, Giannakopoulou, Olga, Giulianini, Franco, Gudbjartsson, Daniel F, Guo, Xiuqing, Harris, Sarah E, Havulinna, Aki S, Helgadottir, Anna, Huffman, Jennifer E, Hwang, Shih-Jen, Kanoni, Stavroula, Kontto, Jukka, Larson, Martin G, Li-Gao, Ruifang, Lindström, Jaana, Lotta, Luca A, Lu, Yingchang, Luan, Jian'an, Mahajan, Anubha, Malerba, Giovanni, Masca, Nicholas G D, Mei, Hao, Menni, Cristina, Mook-Kanamori, Dennis O, Mosen-Ansorena, David, Müller-Nurasyid, Martina, Paré, Guillaume, Paul, Dirk S, Perola, Markus, Poveda, Alaitz, Rauramaa, Rainer, Richard, Melissa, Richardson, Tom G, Sepúlveda, Nuno, Sim, Xueling, Smith, Albert V, Smith, Jennifer A, Staley, James R, Stanáková, Alena, Sulem, Patrick, Thériault, Sébastien, Thorsteinsdottir, Unnur, Trompet, Stella, Varga, Tibor V, Velez Edwards, Digna R, Veronesi, Giovanni, Weiss, Stefan, Willems, Sara M, Yao, Jie, Young, Robin, Yu, Bing, Zhang, Weihua, Zhao, Jing-Hua, Zhao, Wei, Evangelou, Evangelos, Aeschbacher, Stefanie, Asllanaj, Eralda, Blankenberg, Stefan, Bonnycastle, Lori L, Bork-Jensen, Jette, Brandslund, Ivan, Braund, Peter S, Burgess, Stephen, Cho, Kelly, Christensen, Cramer, Connell, John, Mutsert, Renée de, Dominiczak, Anna F, Dörr, Marcus, Eiriksdottir, Gudny, Farmaki, Aliki-Eleni, Gaziano, J Michael, Grarup, Niels, Grove, Megan L, Hallmans, Göran, Hansen, Torben, Have, Christian T, Heiss, Gerardo, Jørgensen, Marit E, Jousilahti, Pekka, Kajantie, Eero, Kamat, Mihir, Käräjämäki, AnneMari, Karpe, Fredrik, Koistinen, Heikki A, Kovesdy, Csaba P, Kuulasmaa, Kari, Laatikainen, Tiina, Lannfelt, Lars, Lee, I-Te, Lee, Wen-Jane, Linneberg, Allan, Martin, Lisa W, Moitry, Marie, Nadkarni, Girish, Neville, Matt J, Palmer, Colin N A, Papanicolaou, George J, Pedersen, Oluf, Peters, James, Poulter, Neil, Rasheed, Asif, Rasmussen, Katrine L, Rayner, N William, Mägi, Reedik, Renström, Frida, Rettig, Rainer, Rossouw, Jacques, Schreiner, Pamela J, Sever, Peter S, Sigurdsson, Emil L, Skaaby, Tea, Sun, Yan V, Sundström, Johan, Thorgeirsson, Gudmundur, Esko, Tõnu, Trabetti, Elisabetta, Tsao, Philip S, Tuomi, Tiinamaija, Turner, Stephen T, Tzoulaki, Ioanna, Vaartjes, Ilonca, Vergnaud, Anne-Claire, Willer, Cristen J, Wilson, Peter W F, Witte, Daniel R, Yonova-Doing, Ekaterina, Zhang, He, Aliya, Naheed, Almgren, Peter, Amouyel, Philippe, Asselbergs, Folkert W, Barnes, Michael R, Blakemore, Alexandra I, Boehnke, Michael, Bots, Michiel L, Bottinger, Erwin P, Buring, Julie E, Chambers, John C, Chen, Yii-Der Ida, Chowdhury, Rajiv, Conen, David, Correa, Adolfo, Davey Smith, George, Boer, Rudolf A de, Deary, Ian J, Dedoussis, George, Deloukas, Panos, Di Angelantonio, Emanuele, Elliott, Paul, Felix, Stephan B, Ferrières, Jean, Ford, Ian, Fornage, Myriam, Franks, Paul W, Franks, Stephen, Frossard, Philippe, Gambaro, Giovanni, Gaunt, Tom R, Groop, Leif, Gudnason, Vilmundur, Harris, Tamara B, Hayward, Caroline, Hennig, Branwen J, Herzig, Karl-Heinz, Ingelsson, Erik, Tuomilehto, Jaakko, Järvelin, Marjo-Riitta, Jukema, J Wouter, Kardia, Sharon L R, Kee, Frank, Kooner, Jaspal S, Kooperberg, Charles, Launer, Lenore J, Lind, Lars, Loos, Ruth J F, Majumder, Abdulla Al Shafi, Laakso, Markku, McCarthy, Mark I, Melander, Olle, Mohlke, Karen L, Murray, Alison D, Nordestgaard, Børge Grønne, Orho-Melander, Marju, Packard, Chris J, Padmanabhan, Sandosh, Palmas, Walter, Polasek, Ozren, Porteous, David J, Prentice, Andrew M, Province, Michael A, Relton, Caroline L, Rice, Kenneth, Ridker, Paul M, Rolandsson, Olov, Rosendaal, Frits R, Rotter, Jerome I, Rudan, Igor, Salomaa, Veikko, Samani, Nilesh J, Sattar, Naveed, Sheu, Wayne H-H, Smith, Blair H, Soranzo, Nicole, Spector, Timothy D, Starr, John M, Sebert, Sylvain, Taylor, Kent D, Lakka, Timo A, Timpson, Nicholas J, Tobin, Martin D, van der Harst, Pim, van der Meer, Peter, Ramachandran, Vasan S, Verweij, Niek, Virtamo, Jarmo, Völker, Uwe, Weir, David R, Zeggini, Eleftheria, Charchar, Fadi J, Wareham, Nicholas J, Langenberg, Claudia, Tomaszewski, Maciej, Butterworth, Adam S, Caulfield, Mark J, Danesh, John, Edwards, Todd L, Holm, Hilma, Hung, Adriana M, Lindgren, Cecilia M, Liu, Chunyu, Manning, Alisa K, Morris, Andrew P, Morrison, Alanna C, O'Donnell, Christopher J, Psaty, Bruce M, Saleheen, Danish, Stefansson, Kari, Boerwinkle, Eric, Chasman, Daniel I, Levy, Daniel, Newton-Cheh, Christopher, Munroe, Patricia B, Howson, Joanna M M, Surendran, Praveen, Feofanova, Elena V, Lahrouchi, Najim, Ntalla, Ioanna, Karthikeyan, Savita, Cook, James, Chen, Lingyan, Mifsud, Borbala, Yao, Chen, Kraja, Aldi T, Cartwright, James H, Hellwege, Jacklyn N, Giri, Ayush, Tragante, Vinicius, Thorleifsson, Gudmar, Liu, Dajiang J, Prins, Bram P, Stewart, Isobel D, Cabrera, Claudia P, Eales, James M, Akbarov, Artur, Auer, Paul L, Bielak, Lawrence F, Bis, Joshua C, Braithwaite, Vickie S, Brody, Jennifer A, Daw, E Warwick, Warren, Helen R, Drenos, Fotios, Nielsen, Sune Fallgaard, Faul, Jessica D, Fauman, Eric B, Fava, Cristiano, Ferreira, Teresa, Foley, Christopher N, Franceschini, Nora, Gao, He, Giannakopoulou, Olga, Giulianini, Franco, Gudbjartsson, Daniel F, Guo, Xiuqing, Harris, Sarah E, Havulinna, Aki S, Helgadottir, Anna, Huffman, Jennifer E, Hwang, Shih-Jen, Kanoni, Stavroula, Kontto, Jukka, Larson, Martin G, Li-Gao, Ruifang, Lindström, Jaana, Lotta, Luca A, Lu, Yingchang, Luan, Jian'an, Mahajan, Anubha, Malerba, Giovanni, Masca, Nicholas G D, Mei, Hao, Menni, Cristina, Mook-Kanamori, Dennis O, Mosen-Ansorena, David, Müller-Nurasyid, Martina, Paré, Guillaume, Paul, Dirk S, Perola, Markus, Poveda, Alaitz, Rauramaa, Rainer, Richard, Melissa, Richardson, Tom G, Sepúlveda, Nuno, Sim, Xueling, Smith, Albert V, Smith, Jennifer A, Staley, James R, Stanáková, Alena, Sulem, Patrick, Thériault, Sébastien, Thorsteinsdottir, Unnur, Trompet, Stella, Varga, Tibor V, Velez Edwards, Digna R, Veronesi, Giovanni, Weiss, Stefan, Willems, Sara M, Yao, Jie, Young, Robin, Yu, Bing, Zhang, Weihua, Zhao, Jing-Hua, Zhao, Wei, Evangelou, Evangelos, Aeschbacher, Stefanie, Asllanaj, Eralda, Blankenberg, Stefan, Bonnycastle, Lori L, Bork-Jensen, Jette, Brandslund, Ivan, Braund, Peter S, Burgess, Stephen, Cho, Kelly, Christensen, Cramer, Connell, John, Mutsert, Renée de, Dominiczak, Anna F, Dörr, Marcus, Eiriksdottir, Gudny, Farmaki, Aliki-Eleni, Gaziano, J Michael, Grarup, Niels, Grove, Megan L, Hallmans, Göran, Hansen, Torben, Have, Christian T, Heiss, Gerardo, Jørgensen, Marit E, Jousilahti, Pekka, Kajantie, Eero, Kamat, Mihir, Käräjämäki, AnneMari, Karpe, Fredrik, Koistinen, Heikki A, Kovesdy, Csaba P, Kuulasmaa, Kari, Laatikainen, Tiina, Lannfelt, Lars, Lee, I-Te, Lee, Wen-Jane, Linneberg, Allan, Martin, Lisa W, Moitry, Marie, Nadkarni, Girish, Neville, Matt J, Palmer, Colin N A, Papanicolaou, George J, Pedersen, Oluf, Peters, James, Poulter, Neil, Rasheed, Asif, Rasmussen, Katrine L, Rayner, N William, Mägi, Reedik, Renström, Frida, Rettig, Rainer, Rossouw, Jacques, Schreiner, Pamela J, Sever, Peter S, Sigurdsson, Emil L, Skaaby, Tea, Sun, Yan V, Sundström, Johan, Thorgeirsson, Gudmundur, Esko, Tõnu, Trabetti, Elisabetta, Tsao, Philip S, Tuomi, Tiinamaija, Turner, Stephen T, Tzoulaki, Ioanna, Vaartjes, Ilonca, Vergnaud, Anne-Claire, Willer, Cristen J, Wilson, Peter W F, Witte, Daniel R, Yonova-Doing, Ekaterina, Zhang, He, Aliya, Naheed, Almgren, Peter, Amouyel, Philippe, Asselbergs, Folkert W, Barnes, Michael R, Blakemore, Alexandra I, Boehnke, Michael, Bots, Michiel L, Bottinger, Erwin P, Buring, Julie E, Chambers, John C, Chen, Yii-Der Ida, Chowdhury, Rajiv, Conen, David, Correa, Adolfo, Davey Smith, George, Boer, Rudolf A de, Deary, Ian J, Dedoussis, George, Deloukas, Panos, Di Angelantonio, Emanuele, Elliott, Paul, Felix, Stephan B, Ferrières, Jean, Ford, Ian, Fornage, Myriam, Franks, Paul W, Franks, Stephen, Frossard, Philippe, Gambaro, Giovanni, Gaunt, Tom R, Groop, Leif, Gudnason, Vilmundur, Harris, Tamara B, Hayward, Caroline, Hennig, Branwen J, Herzig, Karl-Heinz, Ingelsson, Erik, Tuomilehto, Jaakko, Järvelin, Marjo-Riitta, Jukema, J Wouter, Kardia, Sharon L R, Kee, Frank, Kooner, Jaspal S, Kooperberg, Charles, Launer, Lenore J, Lind, Lars, Loos, Ruth J F, Majumder, Abdulla Al Shafi, Laakso, Markku, McCarthy, Mark I, Melander, Olle, Mohlke, Karen L, Murray, Alison D, Nordestgaard, Børge Grønne, Orho-Melander, Marju, Packard, Chris J, Padmanabhan, Sandosh, Palmas, Walter, Polasek, Ozren, Porteous, David J, Prentice, Andrew M, Province, Michael A, Relton, Caroline L, Rice, Kenneth, Ridker, Paul M, Rolandsson, Olov, Rosendaal, Frits R, Rotter, Jerome I, Rudan, Igor, Salomaa, Veikko, Samani, Nilesh J, Sattar, Naveed, Sheu, Wayne H-H, Smith, Blair H, Soranzo, Nicole, Spector, Timothy D, Starr, John M, Sebert, Sylvain, Taylor, Kent D, Lakka, Timo A, Timpson, Nicholas J, Tobin, Martin D, van der Harst, Pim, van der Meer, Peter, Ramachandran, Vasan S, Verweij, Niek, Virtamo, Jarmo, Völker, Uwe, Weir, David R, Zeggini, Eleftheria, Charchar, Fadi J, Wareham, Nicholas J, Langenberg, Claudia, Tomaszewski, Maciej, Butterworth, Adam S, Caulfield, Mark J, Danesh, John, Edwards, Todd L, Holm, Hilma, Hung, Adriana M, Lindgren, Cecilia M, Liu, Chunyu, Manning, Alisa K, Morris, Andrew P, Morrison, Alanna C, O'Donnell, Christopher J, Psaty, Bruce M, Saleheen, Danish, Stefansson, Kari, Boerwinkle, Eric, Chasman, Daniel I, Levy, Daniel, Newton-Cheh, Christopher, Munroe, Patricia B, and Howson, Joanna M M

Abstract

Genetic studies of blood pressure (BP) to date have mainly analyzed common variants (minor allele frequency > 0.05). In a meta-analysis of up to ~1.3 million participants, we discovered 106 new BP-associated genomic regions and 87 rare (minor allele frequency ≤ 0.01) variant BP associations (P < 5 × 10-8), of which 32 were in new BP-associated loci and 55 were independent BP-associated single-nucleotide variants within known BP-associated regions. Average effects of rare variants (44% coding) were ~8 times larger than common variant effects and indicate potential candidate causal genes at new and known loci (for example, GATA5 and PLCB3). BP-associated variants (including rare and common) were enriched in regions of active chromatin in fetal tissues, potentially linking fetal development with BP regulation in later life. Multivariable Mendelian randomization suggested possible inverse effects of elevated systolic and diastolic BP on large artery stroke. Our study demonstrates the utility of rare-variant analyses for identifying candidate genes and the results highlight potential therapeutic targets.

Published
2020
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18. Diabeteksen luokittelua on aihetta muuttaa

Author

Käräjämäki, Annemari, Hakaste, Liisa, Institute for Molecular Medicine Finland, University of Helsinki, and HUS Abdominal Center

Subjects
Diabetes Complications, 3121 General medicine, internal medicine and other clinical medicine, Diabetes Mellitus, Disease Management, +classification
Abstract

Uusi luokitus on askel kohti yksilöllisempää ja tehokkaampaa diabeteksen hoitoa.

Published
2019

19. Sequence data and association statistics from 12,940 type 2 diabetes cases and controls

Author

Massachusetts Institute of Technology. Department of Biology, Altshuler, David M, Jason, Flannick, Fuchsberger, Christian, Mahajan, Anubha, Teslovich, Tanya M., Agarwala, Vineeta, Gaulton, Kyle J., Caulkins, Lizz, Koesterer, Ryan, Ma, Clement, Moutsianas, Loukas, McCarthy, Davis J., Rivas, Manuel A., Perry, John R. B., Sim, Xueling, Blackwell, Thomas W., Robertson, Neil R., Rayner, N William, Cingolani, Pablo, Locke, Adam E., Tajes, Juan Fernandez, Highland, Heather M., Dupuis, Josee, Chines, Peter S., Lindgren, Cecilia M., Hartl, Christopher, Jackson, Anne U., Chen, Han, Huyghe, Jeroen R., van de Bunt, Martijn, Pearson, Richard D., Kumar, Ashish, Müller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M., Gamazon, Eric R., Chen, Yuhui, Scott, Robert A., Below, Jennifer E., Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L., Pasko, Dorota, Parker, Stephen C. J., Varga, Tibor V., Green, Todd, Beer, Nicola L., Day-Williams, Aaron G., Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong-Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min-Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng-Han, Maxwell, Taylor J., Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P., Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F., Han, Bok-Ghee, Jenkinson, Christopher P., Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C. Y., Palmer, Nicholette D., Balkau, Beverley, Stančáková, Alena, Abboud, Hanna E., Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D., Neale, Benjamin M., Purcell, Shaun, Butterworth, Adam S., Howson, Joanna M. M., Lee, Heung Man, Lu, Yingchang, Kwak, Soo-Heon, Zhao, Wei, Danesh, John, Lam, Vincent K. L., Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H. T., Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching-Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E., Rybin, Dennis, Farook, Vidya S., Fowler, Sharon P., Freedman, Barry I., Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J., Khor, Chiea-Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothée, Lim, Wei Yen, Liu, Jianjun, Loh, Marie, Musani, Solomon K., Puppala, Sobha, Scott, William R., Yengo, Loïc, Tan, Sian-Tsung, Taylor, Herman A., Thameem, Farook, Wilson, Gregory, Wong, Tien Yin, Njølstad, Pål Rasmus, Levy, Jonathan C., Mangino, Massimo, Bonnycastle, Lori L., Schwarzmayr, Thomas, Fadista, João, Surdulescu, Gabriela L., Herder, Christian, Groves, Christopher J., Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A., Doney, Alex S. F., Kinnunen, Leena, Esko, Tõnu, Farmer, Andrew J., Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeri, Hollensted, Mette, Jørgensen, Marit E., Jørgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Käräjämäki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Altshuler, David, Lee, Jaehoon, Ph. D. Massachusetts Institute of Technology, Massachusetts Institute of Technology. Department of Biology, Altshuler, David M, Jason, Flannick, Fuchsberger, Christian, Mahajan, Anubha, Teslovich, Tanya M., Agarwala, Vineeta, Gaulton, Kyle J., Caulkins, Lizz, Koesterer, Ryan, Ma, Clement, Moutsianas, Loukas, McCarthy, Davis J., Rivas, Manuel A., Perry, John R. B., Sim, Xueling, Blackwell, Thomas W., Robertson, Neil R., Rayner, N William, Cingolani, Pablo, Locke, Adam E., Tajes, Juan Fernandez, Highland, Heather M., Dupuis, Josee, Chines, Peter S., Lindgren, Cecilia M., Hartl, Christopher, Jackson, Anne U., Chen, Han, Huyghe, Jeroen R., van de Bunt, Martijn, Pearson, Richard D., Kumar, Ashish, Müller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M., Gamazon, Eric R., Chen, Yuhui, Scott, Robert A., Below, Jennifer E., Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L., Pasko, Dorota, Parker, Stephen C. J., Varga, Tibor V., Green, Todd, Beer, Nicola L., Day-Williams, Aaron G., Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong-Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min-Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng-Han, Maxwell, Taylor J., Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P., Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F., Han, Bok-Ghee, Jenkinson, Christopher P., Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C. Y., Palmer, Nicholette D., Balkau, Beverley, Stančáková, Alena, Abboud, Hanna E., Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D., Neale, Benjamin M., Purcell, Shaun, Butterworth, Adam S., Howson, Joanna M. M., Lee, Heung Man, Lu, Yingchang, Kwak, Soo-Heon, Zhao, Wei, Danesh, John, Lam, Vincent K. L., Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H. T., Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching-Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E., Rybin, Dennis, Farook, Vidya S., Fowler, Sharon P., Freedman, Barry I., Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J., Khor, Chiea-Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothée, Lim, Wei Yen, Liu, Jianjun, Loh, Marie, Musani, Solomon K., Puppala, Sobha, Scott, William R., Yengo, Loïc, Tan, Sian-Tsung, Taylor, Herman A., Thameem, Farook, Wilson, Gregory, Wong, Tien Yin, Njølstad, Pål Rasmus, Levy, Jonathan C., Mangino, Massimo, Bonnycastle, Lori L., Schwarzmayr, Thomas, Fadista, João, Surdulescu, Gabriela L., Herder, Christian, Groves, Christopher J., Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A., Doney, Alex S. F., Kinnunen, Leena, Esko, Tõnu, Farmer, Andrew J., Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeri, Hollensted, Mette, Jørgensen, Marit E., Jørgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Käräjämäki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Altshuler, David, and Lee, Jaehoon, Ph. D. Massachusetts Institute of Technology

Abstract

To investigate the genetic basis of type 2 diabetes (T2D) to high resolution, the GoT2D and T2D-GENES consortia catalogued variation from whole-genome sequencing of 2,657 European individuals and exome sequencing of 12,940 individuals of multiple ancestries. Over 27M SNPs, indels, and structural variants were identified, including 99% of low-frequency (minor allele frequency [MAF] 0.1-5%) non-coding variants in the whole-genome sequenced individuals and 99.7% of low-frequency coding variants in the whole-exome sequenced individuals. Each variant was tested for association with T2D in the sequenced individuals, and, to increase power, most were tested in larger numbers of individuals ( > 80% of low-frequency coding variants in ∼82 K Europeans via the exome chip, and ∼90% of low-frequency non-coding variants in ∼44 K Europeans via genotype imputation). The variants, genotypes, and association statistics from these analyses provide the largest reference to date of human genetic information relevant to T2D, for use in activities such as T2D-focused genotype imputation, functional characterization of variants or genes, and other novel analyses to detect associations between sequence variation and T2D.

Published
2018

20. Genome-wide association analyses highlight etiological differences underlying newly defined subtypes of diabetes

Author

Mansour Aly, Dina, Dwivedi, Om Prakash, Prasad, Rashmi B., Käräjämäki, Annemari, Hjort, Rebecka, Thangam, Manonanthini, Åkerlund, Mikael, Mahajan, Anubha, Udler, Miriam S., Florez, Jose C., McCarthy, Mark I., Brosnan, Julia, Melander, Olle, Carlsson, Sofia, Hansson, Ola, Tuomi, Tiinamaija, Groop, Leif, and Ahlqvist, Emma

Abstract

Type 2 diabetes has been reproducibly clustered into five subtypes with different disease progression and risk of complications; however, etiological differences are unknown. We used genome-wide association and genetic risk score (GRS) analysis to compare the underlying genetic drivers. Individuals from the Swedish ANDIS (All New Diabetics In Scania) study were compared to individuals without diabetes; the Finnish DIREVA (Diabetes register in Vasa) and Botnia studies were used for replication. We show that subtypes differ with regard to family history of diabetes and association with GRS for diabetes-related traits. The severe insulin-resistant subtype was uniquely associated with GRS for fasting insulin but not with variants in the TCF7L2locus or GRS reflecting insulin secretion. Further, an SNP (rs10824307) near LRMDAwas uniquely associated with mild obesity-related diabetes. Therefore, we conclude that the subtypes have partially distinct genetic backgrounds indicating etiological differences.

Published
2021
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21. Data Descriptor : Sequence data and association statistics from 12,940 type 2 diabetes cases and controls

Author

Flannick, Jason, Fuchsberger, Christian, Mahajan, Anubha, Teslovich, Tanya M., Agarwala, Vineeta, Gaulton, Kyle J., Caulkins, Lizz, Koesterer, Ryan, Ma, Clement, Moutsianas, Loukas, McCarthy, Davis J., Rivas, Manuel A., Perry, John R.B., Sim, Xueling, Blackwell, Thomas W., Robertson, Neil R., Rayner, N. William, Cingolani, Pablo, Locke, Adam E., Tajes, Juan Fernandez, Highland, Heather M., Dupuis, Josée, Chines, Peter S., Lindgren, Cecilia M., Hartl, Christopher, Jackson, Anne U., Chen, Han, Huyghe, Jeroen R., Van De Bunt, Martijn, Pearson, Richard D., Kumar, Ashish, Müller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M., Gamazon, Eric R., Lee, Jaehoon, Chen, Yuhui, Scott, Robert A., Below, Jennifer E., Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L., Pasko, Dorota, Parker, Stephen C.J., Varga, Tibor V., Green, Todd, Beer, Nicola L., Day-Williams, Aaron G., Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng Han, Maxwell, Taylor J., Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P., Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F., Han, Bok Ghee, Jenkinson, Christopher P., Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C.Y., Palmer, Nicholette D., Balkau, Beverley, Stančáková, Alena, Abboud, Hanna E., Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D., Neale, Benjamin M., Purcell, Shaun, Butterworth, Adam S., Howson, Joanna M.M., Lee, Heung Man, Lu, Yingchang, Kwak, Soo Heon, Zhao, Wei, Danesh, John, Lam, Vincent K.L., Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H.T., Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E., Rybin, Dennis, Farook, Vidya S., Fowler, Sharon P., Freedman, Barry I., Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J., Khor, Chiea Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothée, Lim, Wei Yen, Liu, Jianjun, Loh, Marie, Musani, Solomon K., Puppala, Sobha, Scott, William R., Yengo, Loïc, Tan, Sian Tsung, Taylor, Herman A., Thameem, Farook, Wilson, Gregory, Wong, Tien Yin, Njølstad, Pål Rasmus, Levy, Jonathan C., Mangino, Massimo, Bonnycastle, Lori L., Schwarzmayr, Thomas, Fadista, João, Surdulescu, Gabriela L., Herder, Christian, Groves, Christopher J., Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A., Doney, Alex S.F., Kinnunen, Leena, Esko, Tõnu, Farmer, Andrew J., Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeriya, Hollensted, Mette, Jørgensen, Marit E., Jørgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Käräjämäki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Swift, Amy, Rosengren, Anders H., Stirrups, Kathleen, Wood, Andrew R., Mihailov, Evelin, Blancher, Christine, Carneiro, Mauricio O., Maguire, Jared, Poplin, Ryan, Shakir, Khalid, Fennell, Timothy, DePristo, Mark, De Angelis, Martin Hrabé, Deloukas, Panos, Gjesing, Anette P., Jun, Goo, Nilsson, Peter M., Murphy, Jacquelyn, Onofrio, Robert, Thorand, Barbara, Hansen, Torben, Meisinger, Christa, Hu, Frank B., Isomaa, Bo, Karpe, Fredrik, Liang, Liming, Peters, Annette, Huth, Cornelia, O'Rahilly, Stephen P., Palmer, Colin N.A., Pedersen, Oluf, Rauramaa, Rainer, Tuomilehto, Jaakko, Salomaa, Veikko, Watanabe, Richard M., Syvänen, Ann Christine, Bergman, Richard N., Bharadwaj, Dwaipayan, Bottinger, Erwin P., Cho, Yoon Shin, Chandak, Giriraj R., Chan, Juliana C.N., Chia, Kee Seng, Daly, Mark J., Ebrahim, Shah B., Langenberg, Claudia, Elliott, Paul, Jablonski, Kathleen A., Lehman, Donna M., Jia, Weiping, Ma, Ronald C.W., Pollin, Toni I., Sandhu, Manjinder, Tandon, Nikhil, Froguel, Philippe, Barroso, Inês, Teo, Yik Ying, Zeggini, Eleftheria, Loos, Ruth J.F., Small, Kerrin S., Ried, Janina S., DeFronzo, Ralph A., Grallert, Harald, Glaser, Benjamin, Metspalu, Andres, Wareham, Nicholas J., Walker, Mark, Banks, Eric, Gieger, Christian, Ingelsson, Erik, Im, Hae Kyung, Illig, Thomas, Franks, Paul W., Buck, Gemma, Trakalo, Joseph, Buck, David, Prokopenko, Inga, Mägi, Reedik, Lind, Lars, Farjoun, Yossi, Owen, Katharine R., Gloyn, Anna L., Strauch, Konstantin, Tuomi, Tiinamaija, Kooner, Jaspal Singh, Lee, Jong Young, Park, Taesung, Donnelly, Peter, Morris, Andrew D., Hattersley, Andrew T., Bowden, Donald W., Collins, Francis S., Atzmon, Gil, Chambers, John C., Spector, Timothy D., Laakso, Markku, Strom, Tim M., Bell, Graeme I., Blangero, John, Duggirala, Ravindranath, Tai, Eshyong, McVean, Gilean, Hanis, Craig L., Wilson, James G., Seielstad, Mark, Frayling, Timothy M., Meigs, James B., Cox, Nancy J., Sladek, Rob, Lander, Eric S., Gabriel, Stacey, Mohlke, Karen L., Meitinger, Thomas, Groop, Leif, Abecasis, Goncalo, Scott, Laura J., Morris, Andrew P., Kang, Hyun Min, Altshuler, David, Burtt, Noël P., Florez, Jose C., Boehnke, Michael, McCarthy, Mark I., Clinicum, Department of Medicine, Endokrinologian yksikkö, Research Programs Unit, Diabetes and Obesity Research Program, Institute for Molecular Medicine Finland, HUS Internal Medicine and Rehabilitation, and HUS Abdominal Center

Subjects
MUTATIONS, COMMON DISEASES, POPULATION-SCALE, Endocrinology and Diabetes, FRAMEWORK, GENETIC ARCHITECTURE, RARE VARIANTS, DISCOVERY, 3121 General medicine, internal medicine and other clinical medicine, Endokrinologi och diabetes, IMPUTATION, GENOME-WIDE ASSOCIATION, Medical Genetics, METAANALYSIS, Medicinsk genetik
Abstract

Correction: SCIENTIFIC DATA Vol. 5, Article Number: 180182, DOI: 10.1038/sdata.2018.2 Published: JAN 23 2018 To investigate the genetic basis of type 2 diabetes (T2D) to high resolution, the GoT2D and T2D-GENES consortia catalogued variation from whole-genome sequencing of 2,657 European individuals and exome sequencing of 12,940 individuals of multiple ancestries. Over 27M SNPs, indels, and structural variants were identified, including 99% of low-frequency (minor allele frequency [MAF] 0.1-5%) non-coding variants in the whole-genome sequenced individuals and 99.7% of low-frequency coding variants in the whole-exome sequenced individuals. Each variant was tested for association with T2D in the sequenced individuals, and, to increase power, most were tested in larger numbers of individuals (> 80% of low-frequency coding variants in similar to 82 K Europeans via the exome chip, and similar to 90% of low-frequency non-coding variants in similar to 44 K Europeans via genotype imputation). The variants, genotypes, and association statistics from these analyses provide the largest reference to date of human genetic information relevant to T2D, for use in activities such as T2D-focused genotype imputation, functional characterization of variants or genes, and other novel analyses to detect associations between sequence variation and T2D.

Published
2017

22. Erratum: Sequence data and association statistics from 12,940 type 2 diabetes cases and controls

Author

Flannick, Jason, primary, Fuchsberger, Christian, additional, Mahajan, Anubha, additional, Teslovich, Tanya M., additional, Agarwala, Vineeta, additional, Gaulton, Kyle J., additional, Caulkins, Lizz, additional, Koesterer, Ryan, additional, Ma, Clement, additional, Moutsianas, Loukas, additional, McCarthy, Davis J., additional, Rivas, Manuel A., additional, Perry, John R. B., additional, Sim, Xueling, additional, Blackwell, Thomas W., additional, Robertson, Neil R., additional, Rayner, N William, additional, Cingolani, Pablo, additional, Locke, Adam E., additional, Tajes, Juan Fernandez, additional, Highland, Heather M., additional, Dupuis, Josee, additional, Chines, Peter S., additional, Lindgren, Cecilia M., additional, Hartl, Christopher, additional, Jackson, Anne U., additional, Chen, Han, additional, Huyghe, Jeroen R., additional, van de Bunt, Martijn, additional, Pearson, Richard D., additional, Kumar, Ashish, additional, Müller-Nurasyid, Martina, additional, Grarup, Niels, additional, Stringham, Heather M., additional, Gamazon, Eric R., additional, Lee, Jaehoon, additional, Chen, Yuhui, additional, Scott, Robert A., additional, Below, Jennifer E., additional, Chen, Peng, additional, Huang, Jinyan, additional, Go, Min Jin, additional, Stitzel, Michael L., additional, Pasko, Dorota, additional, Parker, Stephen C. J., additional, Varga, Tibor V., additional, Green, Todd, additional, Beer, Nicola L., additional, Day-Williams, Aaron G., additional, Ferreira, Teresa, additional, Fingerlin, Tasha, additional, Horikoshi, Momoko, additional, Hu, Cheng, additional, Huh, Iksoo, additional, Ikram, Mohammad Kamran, additional, Kim, Bong-Jo, additional, Kim, Yongkang, additional, Kim, Young Jin, additional, Kwon, Min-Seok, additional, Lee, Juyoung, additional, Lee, Selyeong, additional, Lin, Keng-Han, additional, Maxwell, Taylor J., additional, Nagai, Yoshihiko, additional, Wang, Xu, additional, Welch, Ryan P, additional, Yoon, Joon, additional, Zhang, Weihua, additional, Barzilai, Nir, additional, Voight, Benjamin F., additional, Han, Bok-Ghee, additional, Jenkinson, Christopher P., additional, Kuulasmaa, Teemu, additional, Kuusisto, Johanna, additional, Manning, Alisa, additional, Ng, Maggie C. Y., additional, Palmer, Nicholette D., additional, Balkau, Beverley, additional, Stančáková, Alena, additional, Abboud, Hanna E., additional, Boeing, Heiner, additional, Giedraitis, Vilmantas, additional, Prabhakaran, Dorairaj, additional, Gottesman, Omri, additional, Scott, James, additional, Carey, Jason, additional, Kwan, Phoenix, additional, Grant, George, additional, Smith, Joshua D., additional, Neale, Benjamin M., additional, Purcell, Shaun, additional, Butterworth, Adam S., additional, Howson, Joanna M. M., additional, Lee, Heung Man, additional, Lu, Yingchang, additional, Kwak, Soo-Heon, additional, Zhao, Wei, additional, Danesh, John, additional, Lam, Vincent K. L., additional, Park, Kyong Soo, additional, Saleheen, Danish, additional, So, Wing Yee, additional, Tam, Claudia H. T., additional, Afzal, Uzma, additional, Aguilar, David, additional, Arya, Rector, additional, Aung, Tin, additional, Chan, Edmund, additional, Navarro, Carmen, additional, Cheng, Ching-Yu, additional, Palli, Domenico, additional, Correa, Adolfo, additional, Curran, Joanne E., additional, Rybin, Dennis, additional, Farook, Vidya S., additional, Fowler, Sharon P., additional, Freedman, Barry I., additional, Griswold, Michael, additional, Hale, Daniel Esten, additional, Hicks, Pamela J., additional, Khor, Chiea-Chuen, additional, Kumar, Satish, additional, Lehne, Benjamin, additional, Thuillier, Dorothée, additional, Lim, Wei Yen, additional, Liu, Jianjun, additional, Loh, Marie, additional, Musani, Solomon K., additional, Puppala, Sobha, additional, Scott, William R., additional, Yengo, Loïc, additional, Tan, Sian-Tsung, additional, Taylor, Herman A., additional, Thameem, Farook, additional, Wilson, Gregory, additional, Wong, Tien Yin, additional, Njølstad, Pål Rasmus, additional, Levy, Jonathan C., additional, Mangino, Massimo, additional, Bonnycastle, Lori L., additional, Schwarzmayr, Thomas, additional, Fadista, João, additional, Surdulescu, Gabriela L., additional, Herder, Christian, additional, Groves, Christopher J., additional, Wieland, Thomas, additional, Bork-Jensen, Jette, additional, Brandslund, Ivan, additional, Christensen, Cramer, additional, Koistinen, Heikki A., additional, Doney, Alex S .F., additional, Kinnunen, Leena, additional, Esko, Tõnu, additional, Farmer, Andrew J., additional, Hakaste, Liisa, additional, Hodgkiss, Dylan, additional, Kravic, Jasmina, additional, Lyssenko, Valeri, additional, Hollensted, Mette, additional, Jørgensen, Marit E., additional, Jørgensen, Torben, additional, Ladenvall, Claes, additional, Justesen, Johanne Marie, additional, Käräjämäki, Annemari, additional, Kriebel, Jennifer, additional, Rathmann, Wolfgang, additional, Lannfelt, Lars, additional, Lauritzen, Torsten, additional, Narisu, Narisu, additional, Linneberg, Allan, additional, Melander, Olle, additional, Milani, Lili, additional, Neville, Matt, additional, Orho-Melander, Marju, additional, Qi, Lu, additional, Qi, Qibin, additional, Roden, Michael, additional, Rolandsson, Olov, additional, Swift, Amy, additional, Rosengren, Anders H., additional, Stirrups, Kathleen, additional, Wood, Andrew R., additional, Mihailov, Evelin, additional, Blancher, Christine, additional, Carneiro, Mauricio O., additional, Maguire, Jared, additional, Poplin, Ryan, additional, Shakir, Khalid, additional, Fennell, Timothy, additional, DePristo, Mark, additional, de Angelis, Martin Hrabé, additional, Deloukas, Panos, additional, Gjesing, Anette P., additional, Jun, Goo, additional, Nilsson, Peter, additional, Murphy, Jacquelyn, additional, Onofrio, Robert, additional, Thorand, Barbara, additional, Hansen, Torben, additional, Meisinger, Christa, additional, Hu, Frank B., additional, Isomaa, Bo, additional, Karpe, Fredrik, additional, Liang, Liming, additional, Peters, Annette, additional, Huth, Cornelia, additional, O'Rahilly, Stephen P., additional, Palmer, Colin N. A., additional, Pedersen, Oluf, additional, Rauramaa, Rainer, additional, Tuomilehto, Jaakko, additional, Salomaa, Veikko, additional, Watanabe, Richard M., additional, Syvänen, Ann-Christine, additional, Bergman, Richard N., additional, Bharadwaj, Dwaipayan, additional, Bottinger, Erwin P., additional, Cho, Yoon Shin, additional, Chandak, Giriraj R., additional, Chan, Juliana C. N., additional, Chia, Kee Seng, additional, Daly, Mark J., additional, Ebrahim, Shah B., additional, Langenberg, Claudia, additional, Elliott, Paul, additional, Jablonski, Kathleen A., additional, Lehman, Donna M., additional, Jia, Weiping, additional, Ma, Ronald C. W., additional, Pollin, Toni I., additional, Sandhu, Manjinder, additional, Tandon, Nikhil, additional, Froguel, Philippe, additional, Barroso, Inês, additional, Teo, Yik Ying, additional, Zeggini, Eleftheria, additional, Loos, Ruth J. F., additional, Small, Kerrin S, additional, Ried, Janina S., additional, DeFronzo, Ralph A., additional, Grallert, Harald, additional, Glaser, Benjamin, additional, Metspalu, Andres, additional, Wareham, Nicholas J., additional, Walker, Mark, additional, Banks, Eric, additional, Gieger, Christian, additional, Ingelsson, Erik, additional, Im, Hae Kyung, additional, Illig, Thomas, additional, Franks, Paul W., additional, Buck, Gemma, additional, Trakalo, Joseph, additional, Buck, David, additional, Prokopenko, Inga, additional, Mägi, Reedik, additional, Lind, Lars, additional, Farjoun, Yossi, additional, Owen, Katharine R., additional, Gloyn, Anna L., additional, Strauch, Konstantin, additional, Tuomi, Tiinamaija, additional, Kooner, Jaspal Singh, additional, Lee, Jong-Young, additional, Park, Taesung, additional, Donnelly, Peter, additional, Morris, Andrew D., additional, Hattersley, Andrew T., additional, Bowden, Donald W., additional, Collins, Francis S., additional, Atzmon, Gil, additional, Chambers, John C., additional, Spector, Timothy D., additional, Laakso, Markku, additional, Strom, Tim M., additional, Bell, Graeme I., additional, Blangero, John, additional, Duggirala, Ravindranath, additional, Tai, E Shyong, additional, McVean, Gilean, additional, Hanis, Craig L., additional, Wilson, James G., additional, Seielstad, Mark, additional, Frayling, Timothy M., additional, Meigs, James B., additional, Cox, Nancy J., additional, Sladek, Rob, additional, Lander, Eric S., additional, Gabriel, Stacey, additional, Mohlke, Karen L., additional, Meitinger, Thomas, additional, Groop, Leif, additional, Abecasis, Goncalo, additional, Scott, Laura J., additional, Morris, Andrew P., additional, Kang, Hyun Min, additional, Altshuler, David, additional, Burtt, Noël P., additional, Florez, Jose C., additional, Boehnke, Michael, additional, and McCarthy, Mark I., additional

Published
2018
Full Text
View/download PDF

23. Sequence data and association statistics from 12,940 type 2 diabetes cases and controls

Author

Flannick, Jason, primary, Fuchsberger, Christian, additional, Mahajan, Anubha, additional, Teslovich, Tanya M., additional, Agarwala, Vineeta, additional, Gaulton, Kyle J., additional, Caulkins, Lizz, additional, Koesterer, Ryan, additional, Ma, Clement, additional, Moutsianas, Loukas, additional, McCarthy, Davis J., additional, Rivas, Manuel A., additional, Perry, John R. B., additional, Sim, Xueling, additional, Blackwell, Thomas W., additional, Robertson, Neil R., additional, Rayner, N William, additional, Cingolani, Pablo, additional, Locke, Adam E., additional, Tajes, Juan Fernandez, additional, Highland, Heather M., additional, Dupuis, Josee, additional, Chines, Peter S., additional, Lindgren, Cecilia M., additional, Hartl, Christopher, additional, Jackson, Anne U., additional, Chen, Han, additional, Huyghe, Jeroen R., additional, van de Bunt, Martijn, additional, Pearson, Richard D., additional, Kumar, Ashish, additional, Müller-Nurasyid, Martina, additional, Grarup, Niels, additional, Stringham, Heather M., additional, Gamazon, Eric R., additional, Lee, Jaehoon, additional, Chen, Yuhui, additional, Scott, Robert A., additional, Below, Jennifer E., additional, Chen, Peng, additional, Huang, Jinyan, additional, Go, Min Jin, additional, Stitzel, Michael L., additional, Pasko, Dorota, additional, Parker, Stephen C. J., additional, Varga, Tibor V., additional, Green, Todd, additional, Beer, Nicola L., additional, Day-Williams, Aaron G., additional, Ferreira, Teresa, additional, Fingerlin, Tasha, additional, Horikoshi, Momoko, additional, Hu, Cheng, additional, Huh, Iksoo, additional, Ikram, Mohammad Kamran, additional, Kim, Bong-Jo, additional, Kim, Yongkang, additional, Kim, Young Jin, additional, Kwon, Min-Seok, additional, Lee, Juyoung, additional, Lee, Selyeong, additional, Lin, Keng-Han, additional, Maxwell, Taylor J., additional, Nagai, Yoshihiko, additional, Wang, Xu, additional, Welch, Ryan P., additional, Yoon, Joon, additional, Zhang, Weihua, additional, Barzilai, Nir, additional, Voight, Benjamin F., additional, Han, Bok-Ghee, additional, Jenkinson, Christopher P., additional, Kuulasmaa, Teemu, additional, Kuusisto, Johanna, additional, Manning, Alisa, additional, Ng, Maggie C. Y., additional, Palmer, Nicholette D., additional, Balkau, Beverley, additional, Stančáková, Alena, additional, Abboud, Hanna E., additional, Boeing, Heiner, additional, Giedraitis, Vilmantas, additional, Prabhakaran, Dorairaj, additional, Gottesman, Omri, additional, Scott, James, additional, Carey, Jason, additional, Kwan, Phoenix, additional, Grant, George, additional, Smith, Joshua D., additional, Neale, Benjamin M., additional, Purcell, Shaun, additional, Butterworth, Adam S., additional, Howson, Joanna M. M., additional, Lee, Heung Man, additional, Lu, Yingchang, additional, Kwak, Soo-Heon, additional, Zhao, Wei, additional, Danesh, John, additional, Lam, Vincent K. L., additional, Park, Kyong Soo, additional, Saleheen, Danish, additional, So, Wing Yee, additional, Tam, Claudia H. T., additional, Afzal, Uzma, additional, Aguilar, David, additional, Arya, Rector, additional, Aung, Tin, additional, Chan, Edmund, additional, Navarro, Carmen, additional, Cheng, Ching-Yu, additional, Palli, Domenico, additional, Correa, Adolfo, additional, Curran, Joanne E., additional, Rybin, Dennis, additional, Farook, Vidya S., additional, Fowler, Sharon P., additional, Freedman, Barry I., additional, Griswold, Michael, additional, Hale, Daniel Esten, additional, Hicks, Pamela J., additional, Khor, Chiea-Chuen, additional, Kumar, Satish, additional, Lehne, Benjamin, additional, Thuillier, Dorothée, additional, Lim, Wei Yen, additional, Liu, Jianjun, additional, Loh, Marie, additional, Musani, Solomon K., additional, Puppala, Sobha, additional, Scott, William R., additional, Yengo, Loïc, additional, Tan, Sian-Tsung, additional, Taylor, Herman A., additional, Thameem, Farook, additional, Wilson, Gregory, additional, Wong, Tien Yin, additional, Njølstad, Pål Rasmus, additional, Levy, Jonathan C., additional, Mangino, Massimo, additional, Bonnycastle, Lori L., additional, Schwarzmayr, Thomas, additional, Fadista, João, additional, Surdulescu, Gabriela L., additional, Herder, Christian, additional, Groves, Christopher J., additional, Wieland, Thomas, additional, Bork-Jensen, Jette, additional, Brandslund, Ivan, additional, Christensen, Cramer, additional, Koistinen, Heikki A., additional, Doney, Alex S. F., additional, Kinnunen, Leena, additional, Esko, Tõnu, additional, Farmer, Andrew J., additional, Hakaste, Liisa, additional, Hodgkiss, Dylan, additional, Kravic, Jasmina, additional, Lyssenko, Valeri, additional, Hollensted, Mette, additional, Jørgensen, Marit E., additional, Jørgensen, Torben, additional, Ladenvall, Claes, additional, Justesen, Johanne Marie, additional, Käräjämäki, Annemari, additional, Kriebel, Jennifer, additional, Rathmann, Wolfgang, additional, Lannfelt, Lars, additional, Lauritzen, Torsten, additional, Narisu, Narisu, additional, Linneberg, Allan, additional, Melander, Olle, additional, Milani, Lili, additional, Neville, Matt, additional, Orho-Melander, Marju, additional, Qi, Lu, additional, Qi, Qibin, additional, Roden, Michael, additional, Rolandsson, Olov, additional, Swift, Amy, additional, Rosengren, Anders H., additional, Stirrups, Kathleen, additional, Wood, Andrew R., additional, Mihailov, Evelin, additional, Blancher, Christine, additional, Carneiro, Mauricio O., additional, Maguire, Jared, additional, Poplin, Ryan, additional, Shakir, Khalid, additional, Fennell, Timothy, additional, DePristo, Mark, additional, de Angelis, Martin Hrabé, additional, Deloukas, Panos, additional, Gjesing, Anette P., additional, Jun, Goo, additional, Nilsson, Peter, additional, Murphy, Jacquelyn, additional, Onofrio, Robert, additional, Thorand, Barbara, additional, Hansen, Torben, additional, Meisinger, Christa, additional, Hu, Frank B., additional, Isomaa, Bo, additional, Karpe, Fredrik, additional, Liang, Liming, additional, Peters, Annette, additional, Huth, Cornelia, additional, O'Rahilly, Stephen P, additional, Palmer, Colin N. A., additional, Pedersen, Oluf, additional, Rauramaa, Rainer, additional, Tuomilehto, Jaakko, additional, Salomaa, Veikko, additional, Watanabe, Richard M., additional, Syvänen, Ann-Christine, additional, Bergman, Richard N., additional, Bharadwaj, Dwaipayan, additional, Bottinger, Erwin P., additional, Cho, Yoon Shin, additional, Chandak, Giriraj R., additional, Chan, Juliana CN, additional, Chia, Kee Seng, additional, Daly, Mark J., additional, Ebrahim, Shah B., additional, Langenberg, Claudia, additional, Elliott, Paul, additional, Jablonski, Kathleen A., additional, Lehman, Donna M., additional, Jia, Weiping, additional, Ma, Ronald C. W., additional, Pollin, Toni I., additional, Sandhu, Manjinder, additional, Tandon, Nikhil, additional, Froguel, Philippe, additional, Barroso, Inês, additional, Teo, Yik Ying, additional, Zeggini, Eleftheria, additional, Loos, Ruth J. F., additional, Small, Kerrin S., additional, Ried, Janina S., additional, DeFronzo, Ralph A., additional, Grallert, Harald, additional, Glaser, Benjamin, additional, Metspalu, Andres, additional, Wareham, Nicholas J., additional, Walker, Mark, additional, Banks, Eric, additional, Gieger, Christian, additional, Ingelsson, Erik, additional, Im, Hae Kyung, additional, Illig, Thomas, additional, Franks, Paul W., additional, Buck, Gemma, additional, Trakalo, Joseph, additional, Buck, David, additional, Prokopenko, Inga, additional, Mägi, Reedik, additional, Lind, Lars, additional, Farjoun, Yossi, additional, Owen, Katharine R., additional, Gloyn, Anna L., additional, Strauch, Konstantin, additional, Tuomi, Tiinamaija, additional, Kooner, Jaspal Singh, additional, Lee, Jong-Young, additional, Park, Taesung, additional, Donnelly, Peter, additional, Morris, Andrew D., additional, Hattersley, Andrew T., additional, Bowden, Donald W., additional, Collins, Francis S., additional, Atzmon, Gil, additional, Chambers, John C., additional, Spector, Timothy D., additional, Laakso, Markku, additional, Strom, Tim M., additional, Bell, Graeme I., additional, Blangero, John, additional, Duggirala, Ravindranath, additional, Tai, E. Shyong, additional, McVean, Gilean, additional, Hanis, Craig L., additional, Wilson, James G., additional, Seielstad, Mark, additional, Frayling, Timothy M., additional, Meigs, James B., additional, Cox, Nancy J., additional, Sladek, Rob, additional, Lander, Eric S., additional, Gabriel, Stacey, additional, Mohlke, Karen L., additional, Meitinger, Thomas, additional, Groop, Leif, additional, Abecasis, Goncalo, additional, Scott, Laura J., additional, Morris, Andrew P., additional, Kang, Hyun Min, additional, Altshuler, David, additional, Burtt, Noël P., additional, Florez, Jose C., additional, Boehnke, Michael, additional, and McCarthy, Mark I., additional

Published
2017
Full Text
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24. New Blood Pressure-Associated Loci Identified in Meta-Analyses of 475 000 Individuals

Author

Circulatory Health, Experimentele Afd. Cardiologie 1, Onderzoek Precision medicine, Team Medisch, Cardiologie, Kraja, Aldi T., Cook, James P., Warren, Helen R., Surendran, Praveen, Liu, Chunyu, Evangelou, Evangelos, Manning, Alisa K., Grarup, Niels, Drenos, Fotios, Sim, Xueling, Smith, Albert Vernon, Amin, Najaf, Blakemore, Alexandra I F, Bork-Jensen, Jette, Brandslund, Ivan, Farmaki, Aliki-Eleni, Fava, Cristiano, Ferreira, Teresa, Herzig, Karl-Heinz, Giri, Ayush, Giulianini, Franco, Grove, Megan L., Guo, Xiuqing, Harris, Sarah E., Have, Christian T, Havulinna, Aki S, Zhang, He, Jørgensen, Marit E, Käräjämäki, Annemari, Kooperberg, Charles, Linneberg, Allan, Little, Louis, Liu, Yongmei, Bonnycastle, Lori L., Lu, Yingchang, Mägi, Reedik, Mahajan, Anubha, Malerba, Giovanni, Marioni, Riccardo E., Mei, Hao, Menni, Cristina, Morrison, Alanna C., Padmanabhan, Sandosh, Palmas, Walter R., Poveda, Alaitz, Rauramaa, Rainer, Rayner, Nigel William, Riaz, Muhammad, Tragante, Vinicius, Asselbergs, Folkert W, Understanding Society Scientific Group, Circulatory Health, Experimentele Afd. Cardiologie 1, Onderzoek Precision medicine, Team Medisch, Cardiologie, Kraja, Aldi T., Cook, James P., Warren, Helen R., Surendran, Praveen, Liu, Chunyu, Evangelou, Evangelos, Manning, Alisa K., Grarup, Niels, Drenos, Fotios, Sim, Xueling, Smith, Albert Vernon, Amin, Najaf, Blakemore, Alexandra I F, Bork-Jensen, Jette, Brandslund, Ivan, Farmaki, Aliki-Eleni, Fava, Cristiano, Ferreira, Teresa, Herzig, Karl-Heinz, Giri, Ayush, Giulianini, Franco, Grove, Megan L., Guo, Xiuqing, Harris, Sarah E., Have, Christian T, Havulinna, Aki S, Zhang, He, Jørgensen, Marit E, Käräjämäki, Annemari, Kooperberg, Charles, Linneberg, Allan, Little, Louis, Liu, Yongmei, Bonnycastle, Lori L., Lu, Yingchang, Mägi, Reedik, Mahajan, Anubha, Malerba, Giovanni, Marioni, Riccardo E., Mei, Hao, Menni, Cristina, Morrison, Alanna C., Padmanabhan, Sandosh, Palmas, Walter R., Poveda, Alaitz, Rauramaa, Rainer, Rayner, Nigel William, Riaz, Muhammad, Tragante, Vinicius, Asselbergs, Folkert W, and Understanding Society Scientific Group

Published
2017

25. Data Descriptor:Sequence data and association statistics from 12,940 type 2 diabetes cases and controls

Author

Flannick, Jason, Fuchsberger, Christian, Mahajan, Anubha, Teslovich, Tanya M., Agarwala, Vineeta, Gaulton, Kyle J., Caulkins, Lizz, Koesterer, Ryan, Ma, Clement, Moutsianas, Loukas, McCarthy, Davis J., Rivas, Manuel A., Perry, John R.B., Sim, Xueling, Blackwell, Thomas W., Robertson, Neil R., Rayner, N. William, Cingolani, Pablo, Locke, Adam E., Tajes, Juan Fernandez, Highland, Heather M., Dupuis, Josée, Chines, Peter S., Lindgren, Cecilia M., Hartl, Christopher, Jackson, Anne U., Chen, Han, Huyghe, Jeroen R., Van De Bunt, Martijn, Pearson, Richard D., Kumar, Ashish, Müller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M., Gamazon, Eric R., Lee, Jaehoon, Chen, Yuhui, Scott, Robert A., Below, Jennifer E., Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L., Pasko, Dorota, Parker, Stephen C.J., Varga, Tibor V., Green, Todd, Beer, Nicola L., Day-Williams, Aaron G., Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng Han, Maxwell, Taylor J., Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P., Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F., Han, Bok Ghee, Jenkinson, Christopher P., Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C.Y., Palmer, Nicholette D., Balkau, Beverley, Stančáková, Alena, Abboud, Hanna E., Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D., Neale, Benjamin M., Purcell, Shaun, Butterworth, Adam S., Howson, Joanna M.M., Lee, Heung Man, Lu, Yingchang, Kwak, Soo Heon, Zhao, Wei, Danesh, John, Lam, Vincent K.L., Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H.T., Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E., Rybin, Dennis, Farook, Vidya S., Fowler, Sharon P., Freedman, Barry I., Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J., Khor, Chiea Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothée, Lim, Wei Yen, Liu, Jianjun, Loh, Marie, Musani, Solomon K., Puppala, Sobha, Scott, William R., Yengo, Loïc, Tan, Sian Tsung, Taylor, Herman A., Thameem, Farook, Wilson, Gregory, Wong, Tien Yin, Njølstad, Pål Rasmus, Levy, Jonathan C., Mangino, Massimo, Bonnycastle, Lori L., Schwarzmayr, Thomas, Fadista, João, Surdulescu, Gabriela L., Herder, Christian, Groves, Christopher J., Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A., Doney, Alex S.F., Kinnunen, Leena, Esko, Tõnu, Farmer, Andrew J., Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeriya, Hollensted, Mette, Jørgensen, Marit E., Jørgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Käräjämäki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Swift, Amy, Rosengren, Anders H., Stirrups, Kathleen, Wood, Andrew R., Mihailov, Evelin, Blancher, Christine, Carneiro, Mauricio O., Maguire, Jared, Poplin, Ryan, Shakir, Khalid, Fennell, Timothy, DePristo, Mark, De Angelis, Martin Hrabé, Deloukas, Panos, Gjesing, Anette P., Jun, Goo, Nilsson, Peter M., Murphy, Jacquelyn, Onofrio, Robert, Thorand, Barbara, Hansen, Torben, Meisinger, Christa, Hu, Frank B., Isomaa, Bo, Karpe, Fredrik, Liang, Liming, Peters, Annette, Huth, Cornelia, O'Rahilly, Stephen P., Palmer, Colin N.A., Pedersen, Oluf, Rauramaa, Rainer, Tuomilehto, Jaakko, Salomaa, Veikko, Watanabe, Richard M., Syvänen, Ann Christine, Bergman, Richard N., Bharadwaj, Dwaipayan, Bottinger, Erwin P., Cho, Yoon Shin, Chandak, Giriraj R., Chan, Juliana C.N., Chia, Kee Seng, Daly, Mark J., Ebrahim, Shah B., Langenberg, Claudia, Elliott, Paul, Jablonski, Kathleen A., Lehman, Donna M., Jia, Weiping, Ma, Ronald C.W., Pollin, Toni I., Sandhu, Manjinder, Tandon, Nikhil, Froguel, Philippe, Barroso, Inês, Teo, Yik Ying, Zeggini, Eleftheria, Loos, Ruth J.F., Small, Kerrin S., Ried, Janina S., DeFronzo, Ralph A., Grallert, Harald, Glaser, Benjamin, Metspalu, Andres, Wareham, Nicholas J., Walker, Mark, Banks, Eric, Gieger, Christian, Ingelsson, Erik, Im, Hae Kyung, Illig, Thomas, Franks, Paul W., Buck, Gemma, Trakalo, Joseph, Buck, David, Prokopenko, Inga, Mägi, Reedik, Lind, Lars, Farjoun, Yossi, Owen, Katharine R., Gloyn, Anna L., Strauch, Konstantin, Tuomi, Tiinamaija, Kooner, Jaspal Singh, Lee, Jong Young, Park, Taesung, Donnelly, Peter, Morris, Andrew D., Hattersley, Andrew T., Bowden, Donald W., Collins, Francis S., Atzmon, Gil, Chambers, John C., Spector, Timothy D., Laakso, Markku, Strom, Tim M., Bell, Graeme I., Blangero, John, Duggirala, Ravindranath, Tai, Eshyong, McVean, Gilean, Hanis, Craig L., Wilson, James G., Seielstad, Mark, Frayling, Timothy M., Meigs, James B., Cox, Nancy J., Sladek, Rob, Lander, Eric S., Gabriel, Stacey, Mohlke, Karen L., Meitinger, Thomas, Groop, Leif, Abecasis, Goncalo, Scott, Laura J., Morris, Andrew P., Kang, Hyun Min, Altshuler, David, Burtt, Noël P., Florez, Jose C., Boehnke, Michael, McCarthy, Mark I., Flannick, Jason, Fuchsberger, Christian, Mahajan, Anubha, Teslovich, Tanya M., Agarwala, Vineeta, Gaulton, Kyle J., Caulkins, Lizz, Koesterer, Ryan, Ma, Clement, Moutsianas, Loukas, McCarthy, Davis J., Rivas, Manuel A., Perry, John R.B., Sim, Xueling, Blackwell, Thomas W., Robertson, Neil R., Rayner, N. William, Cingolani, Pablo, Locke, Adam E., Tajes, Juan Fernandez, Highland, Heather M., Dupuis, Josée, Chines, Peter S., Lindgren, Cecilia M., Hartl, Christopher, Jackson, Anne U., Chen, Han, Huyghe, Jeroen R., Van De Bunt, Martijn, Pearson, Richard D., Kumar, Ashish, Müller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M., Gamazon, Eric R., Lee, Jaehoon, Chen, Yuhui, Scott, Robert A., Below, Jennifer E., Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L., Pasko, Dorota, Parker, Stephen C.J., Varga, Tibor V., Green, Todd, Beer, Nicola L., Day-Williams, Aaron G., Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng Han, Maxwell, Taylor J., Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P., Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F., Han, Bok Ghee, Jenkinson, Christopher P., Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C.Y., Palmer, Nicholette D., Balkau, Beverley, Stančáková, Alena, Abboud, Hanna E., Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D., Neale, Benjamin M., Purcell, Shaun, Butterworth, Adam S., Howson, Joanna M.M., Lee, Heung Man, Lu, Yingchang, Kwak, Soo Heon, Zhao, Wei, Danesh, John, Lam, Vincent K.L., Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H.T., Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E., Rybin, Dennis, Farook, Vidya S., Fowler, Sharon P., Freedman, Barry I., Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J., Khor, Chiea Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothée, Lim, Wei Yen, Liu, Jianjun, Loh, Marie, Musani, Solomon K., Puppala, Sobha, Scott, William R., Yengo, Loïc, Tan, Sian Tsung, Taylor, Herman A., Thameem, Farook, Wilson, Gregory, Wong, Tien Yin, Njølstad, Pål Rasmus, Levy, Jonathan C., Mangino, Massimo, Bonnycastle, Lori L., Schwarzmayr, Thomas, Fadista, João, Surdulescu, Gabriela L., Herder, Christian, Groves, Christopher J., Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A., Doney, Alex S.F., Kinnunen, Leena, Esko, Tõnu, Farmer, Andrew J., Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeriya, Hollensted, Mette, Jørgensen, Marit E., Jørgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Käräjämäki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Swift, Amy, Rosengren, Anders H., Stirrups, Kathleen, Wood, Andrew R., Mihailov, Evelin, Blancher, Christine, Carneiro, Mauricio O., Maguire, Jared, Poplin, Ryan, Shakir, Khalid, Fennell, Timothy, DePristo, Mark, De Angelis, Martin Hrabé, Deloukas, Panos, Gjesing, Anette P., Jun, Goo, Nilsson, Peter M., Murphy, Jacquelyn, Onofrio, Robert, Thorand, Barbara, Hansen, Torben, Meisinger, Christa, Hu, Frank B., Isomaa, Bo, Karpe, Fredrik, Liang, Liming, Peters, Annette, Huth, Cornelia, O'Rahilly, Stephen P., Palmer, Colin N.A., Pedersen, Oluf, Rauramaa, Rainer, Tuomilehto, Jaakko, Salomaa, Veikko, Watanabe, Richard M., Syvänen, Ann Christine, Bergman, Richard N., Bharadwaj, Dwaipayan, Bottinger, Erwin P., Cho, Yoon Shin, Chandak, Giriraj R., Chan, Juliana C.N., Chia, Kee Seng, Daly, Mark J., Ebrahim, Shah B., Langenberg, Claudia, Elliott, Paul, Jablonski, Kathleen A., Lehman, Donna M., Jia, Weiping, Ma, Ronald C.W., Pollin, Toni I., Sandhu, Manjinder, Tandon, Nikhil, Froguel, Philippe, Barroso, Inês, Teo, Yik Ying, Zeggini, Eleftheria, Loos, Ruth J.F., Small, Kerrin S., Ried, Janina S., DeFronzo, Ralph A., Grallert, Harald, Glaser, Benjamin, Metspalu, Andres, Wareham, Nicholas J., Walker, Mark, Banks, Eric, Gieger, Christian, Ingelsson, Erik, Im, Hae Kyung, Illig, Thomas, Franks, Paul W., Buck, Gemma, Trakalo, Joseph, Buck, David, Prokopenko, Inga, Mägi, Reedik, Lind, Lars, Farjoun, Yossi, Owen, Katharine R., Gloyn, Anna L., Strauch, Konstantin, Tuomi, Tiinamaija, Kooner, Jaspal Singh, Lee, Jong Young, Park, Taesung, Donnelly, Peter, Morris, Andrew D., Hattersley, Andrew T., Bowden, Donald W., Collins, Francis S., Atzmon, Gil, Chambers, John C., Spector, Timothy D., Laakso, Markku, Strom, Tim M., Bell, Graeme I., Blangero, John, Duggirala, Ravindranath, Tai, Eshyong, McVean, Gilean, Hanis, Craig L., Wilson, James G., Seielstad, Mark, Frayling, Timothy M., Meigs, James B., Cox, Nancy J., Sladek, Rob, Lander, Eric S., Gabriel, Stacey, Mohlke, Karen L., Meitinger, Thomas, Groop, Leif, Abecasis, Goncalo, Scott, Laura J., Morris, Andrew P., Kang, Hyun Min, Altshuler, David, Burtt, Noël P., Florez, Jose C., Boehnke, Michael, and McCarthy, Mark I.

Abstract

To investigate the genetic basis of type 2 diabetes (T2D) to high resolution, the GoT2D and T2D-GENES consortia catalogued variation from whole-genome sequencing of 2,657 European individuals and exome sequencing of 12,940 individuals of multiple ancestries. Over 27M SNPs, indels, and structural variants were identified, including 99% of low-frequency (minor allele frequency [MAF] 0.1-5%) non-coding variants in the whole-genome sequenced individuals and 99.7% of low-frequency coding variants in the whole-exome sequenced individuals. Each variant was tested for association with T2D in the sequenced individuals, and, to increase power, most were tested in larger numbers of individuals (>80% of low-frequency coding variants in ∼82 K Europeans via the exome chip, and ∼90% of low-frequency non-coding variants in ∼44 K Europeans via genotype imputation). The variants, genotypes, and association statistics from these analyses provide the largest reference to date of human genetic information relevant to T2D, for use in activities such as T2D-focused genotype imputation, functional characterization of variants or genes, and other novel analyses to detect associations between sequence variation and T2D.

Published
2017

26. A Low-Frequency Inactivating Akt2 Variant Enriched in the Finnish Population is Associated With Fasting Insulin Levels and Type 2 Diabetes Risk

Author

Manning, Alisa, Highland, Heather M, Gasser, Jessica, Sim, Xueling, Tukiainen, Taru, Fontanillas, Pierre, Grarup, Niels, Rivas, Manuel A, Mahajan, Anubha, Locke, Adam E, Cingolani, Pablo, Pers, Tune H, Viñuela, Ana, Brown, Andrew A, Wu, Ying, Flannick, Jason, Fuchsberger, Christian, Gamazon, Eric R, Gaulton, Kyle J, Im, Hae Kyung, Teslovich, Tanya M, Blackwell, Thomas W, Bork-Jensen, Jette, Burtt, Noël P, Chen, Yuhui, Green, Todd, Hartl, Christopher, Kang, Hyun Min, Kumar, Ashish, Ladenvall, Claes, Ma, Clement, Moutsianas, Loukas, Pearson, Richard D, Perry, John R B, Rayner, N William, Robertson, Neil R, Scott, Laura J, van de Bunt, Martijn, Eriksson, Johan G, Jula, Antti, Koskinen, Seppo, Lehtimäki, Terho, Palotie, Aarno, Raitakari, Olli T, Jacobs, Suzanne Br, Wessel, Jennifer, Chu, Audrey Y, Scott, Robert A, Goodarzi, Mark O, Blancher, Christine, Buck, Gemma, Buck, David, Chines, Peter S, Gabriel, Stacey, Gjesing, Anette Marianne Prior, Groves, Christopher J, Hollensted, Mette, Huyghe, Jeroen R, Jackson, Anne U, Jun, Goo, Justesen, Johanne Marie, Mangino, Massimo, Murphy, Jacquelyn, Neville, Matt, Onofrio, Robert, Small, Kerrin S, Stringham, Heather M, Trakalo, Joseph, Banks, Eric, Carey, Jason, Carneiro, Mauricio O, DePristo, Mark, Farjoun, Yossi, Fennell, Timothy, Goldstein, Jacqueline I, Grant, George, Hrabé de Angelis, Martin, Maguire, Jared, Neale, Benjamin M, Poplin, Ryan, Purcell, Shaun, Schwarzmayr, Thomas, Shakir, Khalid, Smith, Joshua D, Strom, Tim M, Wieland, Thomas, Lindstrom, Jaana, Brandslund, Ivan, Christensen, Cramer, Surdulescu, Gabriela L, Lakka, Timo A, Doney, Alex S F, Nilsson, Peter, Wareham, Nicholas J, Langenberg, Claudia, Varga, Tibor V, Franks, Paul W, Rolandsson, Olov, Rosengren, Anders H, Farook, Vidya S, Thameem, Farook, Puppala, Sobha, Kumar, Satish, Lehman, Donna M, Jenkinson, Christopher P, Curran, Joanne E, Hale, Daniel Esten, Fowler, Sharon P, Arya, Rector, DeFronzo, Ralph A, Abboud, Hanna E, Syvänen, Ann-Christine, Hicks, Pamela J, Palmer, Nicholette D, Ng, Maggie C Y, Bowden, Donald W, Freedman, Barry I, Esko, Tõnu, Mägi, Reedik, Milani, Lili, Mihailov, Evelin, Metspalu, Andres, Narisu, Narisu, Kinnunen, Leena, Bonnycastle, Lori L, Swift, Amy, Pasko, Dorota, Wood, Andrew R, Fadista, João, Pollin, Toni I, Barzilai, Nir, Atzmon, Gil, Glaser, Benjamin, Thorand, Barbara, Strauch, Konstantin, Peters, Annette, Roden, Michael, Müller-Nurasyid, Martina, Liang, Liming, Kriebel, Jennifer, Illig, Thomas, Grallert, Harald, Gieger, Christian, Meisinger, Christa, Lannfelt, Lars, Musani, Solomon K, Griswold, Michael, Taylor, Herman A, Wilson, Gregory, Correa, Adolfo, Oksa, Heikki, Scott, William R, Afzal, Uzma, Tan, Sian-Tsung, Loh, Marie, Chambers, John C, Sehmi, Jobanpreet, Kooner, Jaspal Singh, Lehne, Benjamin, Cho, Yoon Shin, Lee, Jong-Young, Han, Bok-Ghee, Käräjämäki, Annemari, Qi, Qibin, Qi, Lu, Huang, Jinyan, Hu, Frank B, Melander, Olle, Orho-Melander, Marju, Below, Jennifer E, Aguilar, David, Wong, Tien Yin, Liu, Jianjun, Khor, Chiea-Chuen, Chia, Kee Seng, Lim, Wei Yen, Cheng, Ching-Yu, Chan, Edmund, Tai, E Shyong, Aung, Tin, Linneberg, Allan, Isomaa, Bo, Meitinger, Thomas, Tuomi, Tiinamaija, Hakaste, Liisa, Kravic, Jasmina, Jørgensen, Marit E, Lauritzen, Torsten, Deloukas, Panos, Stirrups, Kathleen E, Owen, Katharine R, Farmer, Andrew J, Frayling, Timothy M, O'Rahilly, Stephen P, Walker, Mark, Levy, Jonathan C, Hodgkiss, Dylan, Hattersley, Andrew T, Kuulasmaa, Teemu, Stančáková, Alena, Barroso, Inês, Bharadwaj, Dwaipayan, Chan, Juliana, Chandak, Giriraj R, Daly, Mark J, Donnelly, Peter J, Ebrahim, Shah B, Elliott, Paul, Fingerlin, Tasha, Froguel, Philippe, Hu, Cheng, Jia, Weiping, Ma, Ronald C W, McVean, Gilean, Park, Taesung, Prabhakaran, Dorairaj, Sandhu, Manjinder, Scott, James, Sladek, Rob, Tandon, Nikhil, Teo, Yik Ying, Zeggini, Eleftheria, Watanabe, Richard M, Koistinen, Heikki A, Kesaniemi, Y Antero, Uusitupa, Matti, Spector, Timothy D, Salomaa, Veikko, Rauramaa, Rainer, Palmer, Colin N A, Prokopenko, Inga, Morris, Andrew D, Bergman, Richard N, Collins, Francis S, Lind, Lars, Ingelsson, Erik, Tuomilehto, Jaakko, Karpe, Fredrik, Groop, Leif, Jørgensen, Torben, Hansen, Torben, Pedersen, Oluf, Kuusisto, Johanna, Abecasis, Gonçalo, Bell, Graeme I, Blangero, John, Cox, Nancy J, Duggirala, Ravindranath, Seielstad, Mark, Wilson, James G, Dupuis, Josee, Ripatti, Samuli, Hanis, Craig L, Florez, Jose C, Mohlke, Karen L, Meigs, James B, Laakso, Markku, Morris, Andrew P, Boehnke, Michael, Altshuler, David, McCarthy, Mark I, Gloyn, Anna L, Lindgren, Cecilia M, Manning, Alisa, Highland, Heather M, Gasser, Jessica, Sim, Xueling, Tukiainen, Taru, Fontanillas, Pierre, Grarup, Niels, Rivas, Manuel A, Mahajan, Anubha, Locke, Adam E, Cingolani, Pablo, Pers, Tune H, Viñuela, Ana, Brown, Andrew A, Wu, Ying, Flannick, Jason, Fuchsberger, Christian, Gamazon, Eric R, Gaulton, Kyle J, Im, Hae Kyung, Teslovich, Tanya M, Blackwell, Thomas W, Bork-Jensen, Jette, Burtt, Noël P, Chen, Yuhui, Green, Todd, Hartl, Christopher, Kang, Hyun Min, Kumar, Ashish, Ladenvall, Claes, Ma, Clement, Moutsianas, Loukas, Pearson, Richard D, Perry, John R B, Rayner, N William, Robertson, Neil R, Scott, Laura J, van de Bunt, Martijn, Eriksson, Johan G, Jula, Antti, Koskinen, Seppo, Lehtimäki, Terho, Palotie, Aarno, Raitakari, Olli T, Jacobs, Suzanne Br, Wessel, Jennifer, Chu, Audrey Y, Scott, Robert A, Goodarzi, Mark O, Blancher, Christine, Buck, Gemma, Buck, David, Chines, Peter S, Gabriel, Stacey, Gjesing, Anette Marianne Prior, Groves, Christopher J, Hollensted, Mette, Huyghe, Jeroen R, Jackson, Anne U, Jun, Goo, Justesen, Johanne Marie, Mangino, Massimo, Murphy, Jacquelyn, Neville, Matt, Onofrio, Robert, Small, Kerrin S, Stringham, Heather M, Trakalo, Joseph, Banks, Eric, Carey, Jason, Carneiro, Mauricio O, DePristo, Mark, Farjoun, Yossi, Fennell, Timothy, Goldstein, Jacqueline I, Grant, George, Hrabé de Angelis, Martin, Maguire, Jared, Neale, Benjamin M, Poplin, Ryan, Purcell, Shaun, Schwarzmayr, Thomas, Shakir, Khalid, Smith, Joshua D, Strom, Tim M, Wieland, Thomas, Lindstrom, Jaana, Brandslund, Ivan, Christensen, Cramer, Surdulescu, Gabriela L, Lakka, Timo A, Doney, Alex S F, Nilsson, Peter, Wareham, Nicholas J, Langenberg, Claudia, Varga, Tibor V, Franks, Paul W, Rolandsson, Olov, Rosengren, Anders H, Farook, Vidya S, Thameem, Farook, Puppala, Sobha, Kumar, Satish, Lehman, Donna M, Jenkinson, Christopher P, Curran, Joanne E, Hale, Daniel Esten, Fowler, Sharon P, Arya, Rector, DeFronzo, Ralph A, Abboud, Hanna E, Syvänen, Ann-Christine, Hicks, Pamela J, Palmer, Nicholette D, Ng, Maggie C Y, Bowden, Donald W, Freedman, Barry I, Esko, Tõnu, Mägi, Reedik, Milani, Lili, Mihailov, Evelin, Metspalu, Andres, Narisu, Narisu, Kinnunen, Leena, Bonnycastle, Lori L, Swift, Amy, Pasko, Dorota, Wood, Andrew R, Fadista, João, Pollin, Toni I, Barzilai, Nir, Atzmon, Gil, Glaser, Benjamin, Thorand, Barbara, Strauch, Konstantin, Peters, Annette, Roden, Michael, Müller-Nurasyid, Martina, Liang, Liming, Kriebel, Jennifer, Illig, Thomas, Grallert, Harald, Gieger, Christian, Meisinger, Christa, Lannfelt, Lars, Musani, Solomon K, Griswold, Michael, Taylor, Herman A, Wilson, Gregory, Correa, Adolfo, Oksa, Heikki, Scott, William R, Afzal, Uzma, Tan, Sian-Tsung, Loh, Marie, Chambers, John C, Sehmi, Jobanpreet, Kooner, Jaspal Singh, Lehne, Benjamin, Cho, Yoon Shin, Lee, Jong-Young, Han, Bok-Ghee, Käräjämäki, Annemari, Qi, Qibin, Qi, Lu, Huang, Jinyan, Hu, Frank B, Melander, Olle, Orho-Melander, Marju, Below, Jennifer E, Aguilar, David, Wong, Tien Yin, Liu, Jianjun, Khor, Chiea-Chuen, Chia, Kee Seng, Lim, Wei Yen, Cheng, Ching-Yu, Chan, Edmund, Tai, E Shyong, Aung, Tin, Linneberg, Allan, Isomaa, Bo, Meitinger, Thomas, Tuomi, Tiinamaija, Hakaste, Liisa, Kravic, Jasmina, Jørgensen, Marit E, Lauritzen, Torsten, Deloukas, Panos, Stirrups, Kathleen E, Owen, Katharine R, Farmer, Andrew J, Frayling, Timothy M, O'Rahilly, Stephen P, Walker, Mark, Levy, Jonathan C, Hodgkiss, Dylan, Hattersley, Andrew T, Kuulasmaa, Teemu, Stančáková, Alena, Barroso, Inês, Bharadwaj, Dwaipayan, Chan, Juliana, Chandak, Giriraj R, Daly, Mark J, Donnelly, Peter J, Ebrahim, Shah B, Elliott, Paul, Fingerlin, Tasha, Froguel, Philippe, Hu, Cheng, Jia, Weiping, Ma, Ronald C W, McVean, Gilean, Park, Taesung, Prabhakaran, Dorairaj, Sandhu, Manjinder, Scott, James, Sladek, Rob, Tandon, Nikhil, Teo, Yik Ying, Zeggini, Eleftheria, Watanabe, Richard M, Koistinen, Heikki A, Kesaniemi, Y Antero, Uusitupa, Matti, Spector, Timothy D, Salomaa, Veikko, Rauramaa, Rainer, Palmer, Colin N A, Prokopenko, Inga, Morris, Andrew D, Bergman, Richard N, Collins, Francis S, Lind, Lars, Ingelsson, Erik, Tuomilehto, Jaakko, Karpe, Fredrik, Groop, Leif, Jørgensen, Torben, Hansen, Torben, Pedersen, Oluf, Kuusisto, Johanna, Abecasis, Gonçalo, Bell, Graeme I, Blangero, John, Cox, Nancy J, Duggirala, Ravindranath, Seielstad, Mark, Wilson, James G, Dupuis, Josee, Ripatti, Samuli, Hanis, Craig L, Florez, Jose C, Mohlke, Karen L, Meigs, James B, Laakso, Markku, Morris, Andrew P, Boehnke, Michael, Altshuler, David, McCarthy, Mark I, Gloyn, Anna L, and Lindgren, Cecilia M

Abstract

To identify novel coding association signals and facilitate characterization of mechanisms influencing glycemic traits and type 2 diabetes risk, we analyzed 109,215 variants derived from exome array genotyping together with an additional 390,225 variants from exome sequence in up to 39,339 normoglycemic individuals from five ancestry groups. We identified a novel association between the coding variant (p.Pro50Thr) in AKT2 and fasting insulin, a gene in which rare fully penetrant mutations are causal for monogenic glycemic disorders. The low-frequency allele is associated with a 12% increase in fasting plasma insulin (FI) levels. This variant is present at 1.1% frequency in Finns but virtually absent in individuals from other ancestries. Carriers of the FI-increasing allele had increased 2-hour insulin values, decreased insulin sensitivity, and increased risk of type 2 diabetes (odds ratio=1.05). In cellular studies, the AKT2-Thr50 protein exhibited a partial loss of function. We extend the allelic spectrum for coding variants in AKT2 associated with disorders of glucose homeostasis and demonstrate bidirectional effects of variants within the pleckstrin homology domain of AKT2.

Published
2017

27. A Low-Frequency Inactivating AKT2 Variant Enriched in the Finnish Population Is Associated With Fasting Insulin Levels and Type 2 Diabetes Risk

Author

Manning, Alisa, primary, Highland, Heather M., additional, Gasser, Jessica, additional, Sim, Xueling, additional, Tukiainen, Taru, additional, Fontanillas, Pierre, additional, Grarup, Niels, additional, Rivas, Manuel A., additional, Mahajan, Anubha, additional, Locke, Adam E., additional, Cingolani, Pablo, additional, Pers, Tune H., additional, Viñuela, Ana, additional, Brown, Andrew A., additional, Wu, Ying, additional, Flannick, Jason, additional, Fuchsberger, Christian, additional, Gamazon, Eric R., additional, Gaulton, Kyle J., additional, Im, Hae Kyung, additional, Teslovich, Tanya M., additional, Blackwell, Thomas W., additional, Bork-Jensen, Jette, additional, Burtt, Noël P., additional, Chen, Yuhui, additional, Green, Todd, additional, Hartl, Christopher, additional, Kang, Hyun Min, additional, Kumar, Ashish, additional, Ladenvall, Claes, additional, Ma, Clement, additional, Moutsianas, Loukas, additional, Pearson, Richard D., additional, Perry, John R.B., additional, Rayner, N. William, additional, Robertson, Neil R., additional, Scott, Laura J., additional, van de Bunt, Martijn, additional, Eriksson, Johan G., additional, Jula, Antti, additional, Koskinen, Seppo, additional, Lehtimäki, Terho, additional, Palotie, Aarno, additional, Raitakari, Olli T., additional, Jacobs, Suzanne B.R., additional, Wessel, Jennifer, additional, Chu, Audrey Y., additional, Scott, Robert A., additional, Goodarzi, Mark O., additional, Blancher, Christine, additional, Buck, Gemma, additional, Buck, David, additional, Chines, Peter S., additional, Gabriel, Stacey, additional, Gjesing, Anette P., additional, Groves, Christopher J., additional, Hollensted, Mette, additional, Huyghe, Jeroen R., additional, Jackson, Anne U., additional, Jun, Goo, additional, Justesen, Johanne Marie, additional, Mangino, Massimo, additional, Murphy, Jacquelyn, additional, Neville, Matt, additional, Onofrio, Robert, additional, Small, Kerrin S., additional, Stringham, Heather M., additional, Trakalo, Joseph, additional, Banks, Eric, additional, Carey, Jason, additional, Carneiro, Mauricio O., additional, DePristo, Mark, additional, Farjoun, Yossi, additional, Fennell, Timothy, additional, Goldstein, Jacqueline I., additional, Grant, George, additional, Hrabé de Angelis, Martin, additional, Maguire, Jared, additional, Neale, Benjamin M., additional, Poplin, Ryan, additional, Purcell, Shaun, additional, Schwarzmayr, Thomas, additional, Shakir, Khalid, additional, Smith, Joshua D., additional, Strom, Tim M., additional, Wieland, Thomas, additional, Lindstrom, Jaana, additional, Brandslund, Ivan, additional, Christensen, Cramer, additional, Surdulescu, Gabriela L., additional, Lakka, Timo A., additional, Doney, Alex S.F., additional, Nilsson, Peter, additional, Wareham, Nicholas J., additional, Langenberg, Claudia, additional, Varga, Tibor V., additional, Franks, Paul W., additional, Rolandsson, Olov, additional, Rosengren, Anders H., additional, Farook, Vidya S., additional, Thameem, Farook, additional, Puppala, Sobha, additional, Kumar, Satish, additional, Lehman, Donna M., additional, Jenkinson, Christopher P., additional, Curran, Joanne E., additional, Hale, Daniel Esten, additional, Fowler, Sharon P., additional, Arya, Rector, additional, DeFronzo, Ralph A., additional, Abboud, Hanna E., additional, Syvänen, Ann-Christine, additional, Hicks, Pamela J., additional, Palmer, Nicholette D., additional, Ng, Maggie C.Y., additional, Bowden, Donald W., additional, Freedman, Barry I., additional, Esko, Tõnu, additional, Mägi, Reedik, additional, Milani, Lili, additional, Mihailov, Evelin, additional, Metspalu, Andres, additional, Narisu, Narisu, additional, Kinnunen, Leena, additional, Bonnycastle, Lori L., additional, Swift, Amy, additional, Pasko, Dorota, additional, Wood, Andrew R., additional, Fadista, João, additional, Pollin, Toni I., additional, Barzilai, Nir, additional, Atzmon, Gil, additional, Glaser, Benjamin, additional, Thorand, Barbara, additional, Strauch, Konstantin, additional, Peters, Annette, additional, Roden, Michael, additional, Müller-Nurasyid, Martina, additional, Liang, Liming, additional, Kriebel, Jennifer, additional, Illig, Thomas, additional, Grallert, Harald, additional, Gieger, Christian, additional, Meisinger, Christa, additional, Lannfelt, Lars, additional, Musani, Solomon K., additional, Griswold, Michael, additional, Taylor, Herman A., additional, Wilson, Gregory, additional, Correa, Adolfo, additional, Oksa, Heikki, additional, Scott, William R., additional, Afzal, Uzma, additional, Tan, Sian-Tsung, additional, Loh, Marie, additional, Chambers, John C., additional, Sehmi, Jobanpreet, additional, Kooner, Jaspal Singh, additional, Lehne, Benjamin, additional, Cho, Yoon Shin, additional, Lee, Jong-Young, additional, Han, Bok-Ghee, additional, Käräjämäki, Annemari, additional, Qi, Qibin, additional, Qi, Lu, additional, Huang, Jinyan, additional, Hu, Frank B., additional, Melander, Olle, additional, Orho-Melander, Marju, additional, Below, Jennifer E., additional, Aguilar, David, additional, Wong, Tien Yin, additional, Liu, Jianjun, additional, Khor, Chiea-Chuen, additional, Chia, Kee Seng, additional, Lim, Wei Yen, additional, Cheng, Ching-Yu, additional, Chan, Edmund, additional, Tai, E Shyong, additional, Aung, Tin, additional, Linneberg, Allan, additional, Isomaa, Bo, additional, Meitinger, Thomas, additional, Tuomi, Tiinamaija, additional, Hakaste, Liisa, additional, Kravic, Jasmina, additional, Jørgensen, Marit E., additional, Lauritzen, Torsten, additional, Deloukas, Panos, additional, Stirrups, Kathleen E., additional, Owen, Katharine R., additional, Farmer, Andrew J., additional, Frayling, Timothy M., additional, O'Rahilly, Stephen P., additional, Walker, Mark, additional, Levy, Jonathan C., additional, Hodgkiss, Dylan, additional, Hattersley, Andrew T., additional, Kuulasmaa, Teemu, additional, Stančáková, Alena, additional, Barroso, Inês, additional, Bharadwaj, Dwaipayan, additional, Chan, Juliana, additional, Chandak, Giriraj R., additional, Daly, Mark J., additional, Donnelly, Peter J., additional, Ebrahim, Shah B., additional, Elliott, Paul, additional, Fingerlin, Tasha, additional, Froguel, Philippe, additional, Hu, Cheng, additional, Jia, Weiping, additional, Ma, Ronald C.W., additional, McVean, Gilean, additional, Park, Taesung, additional, Prabhakaran, Dorairaj, additional, Sandhu, Manjinder, additional, Scott, James, additional, Sladek, Rob, additional, Tandon, Nikhil, additional, Teo, Yik Ying, additional, Zeggini, Eleftheria, additional, Watanabe, Richard M., additional, Koistinen, Heikki A., additional, Kesaniemi, Y. Antero, additional, Uusitupa, Matti, additional, Spector, Timothy D., additional, Salomaa, Veikko, additional, Rauramaa, Rainer, additional, Palmer, Colin N.A., additional, Prokopenko, Inga, additional, Morris, Andrew D., additional, Bergman, Richard N., additional, Collins, Francis S., additional, Lind, Lars, additional, Ingelsson, Erik, additional, Tuomilehto, Jaakko, additional, Karpe, Fredrik, additional, Groop, Leif, additional, Jørgensen, Torben, additional, Hansen, Torben, additional, Pedersen, Oluf, additional, Kuusisto, Johanna, additional, Abecasis, Gonçalo, additional, Bell, Graeme I., additional, Blangero, John, additional, Cox, Nancy J., additional, Duggirala, Ravindranath, additional, Seielstad, Mark, additional, Wilson, James G., additional, Dupuis, Josee, additional, Ripatti, Samuli, additional, Hanis, Craig L., additional, Florez, Jose C., additional, Mohlke, Karen L., additional, Meigs, James B., additional, Laakso, Markku, additional, Morris, Andrew P., additional, Boehnke, Michael, additional, Altshuler, David, additional, McCarthy, Mark I., additional, Gloyn, Anna L., additional, and Lindgren, Cecilia M., additional

Published
2017
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28. The genetic architecture of type 2 diabetes

Author

JC onderzoeksprogramma Cardiovasculaire Epidemiologie, Circulatory Health, Cardiovasculaire Epidemiologie, Fuchsberger, Christian, Flannick, Jason, Teslovich, Tanya M, Mahajan, Anubha, Agarwala, Vineeta, Gaulton, Kyle J, Ma, Clement, Fontanillas, Pierre, Moutsianas, Loukas, McCarthy, Davis J, Rivas, Manuel A, Perry, John R B, Sim, Xueling, Blackwell, Thomas W, Robertson, Neil R, Rayner, N William, Cingolani, Pablo, Locke, Adam E, Tajes, Juan Fernandez, Highland, Heather M, Dupuis, Josee, Chines, Peter S, Lindgren, Cecilia M, Hartl, Christopher, Jackson, Anne U, Chen, Han, Huyghe, Jeroen R, van de Bunt, Martijn, Pearson, Richard D, Kumar, Ashish, Müller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M, Gamazon, Eric R, Lee, Jaehoon, Chen, Yuhui, Scott, Robert A, Below, Jennifer E, Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L, Pasko, Dorota, Parker, Stephen C J, Varga, Tibor V, Green, Todd, Beer, Nicola L, Day-Williams, Aaron G, Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong-Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min-Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng-Han, Maxwell, Taylor J, Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P, Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F, Han, Bok-Ghee, Jenkinson, Christopher P, Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C Y, Palmer, Nicholette D, Balkau, Beverley, Stančáková, Alena, Abboud, Hanna E, Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D, Neale, Benjamin M, Purcell, Shaun, Butterworth, Adam S, Howson, Joanna M M, Lee, Heung Man, Lu, Yingchang, Kwak, Soo-Heon, Zhao, Wei, Danesh, John, Lam, Vincent K L, Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H T, Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching-Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E, Rybin, Denis, Farook, Vidya S, Fowler, Sharon P, Freedman, Barry I, Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J, Khor, Chiea-Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothée, Lim, Wei Yen, Liu, Jianjun, van der Schouw, Yvonne T, Loh, Marie, Musani, Solomon K, Puppala, Sobha, Scott, William R, Yengo, Loïc, Tan, Sian-Tsung, Taylor, Herman A, Thameem, Farook, Wilson, Gregory, Wong, Tien Yin, Njølstad, Pål Rasmus, Levy, Jonathan C, Mangino, Massimo, Bonnycastle, Lori L, Schwarzmayr, Thomas, Fadista, João, Surdulescu, Gabriela L, Herder, Christian, Groves, Christopher J, Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A, Doney, Alex S F, Kinnunen, Leena, Esko, Tõnu, Farmer, Andrew J, Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeriya, Hollensted, Mette, Jørgensen, Marit E, Jørgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Käräjämäki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Swift, Amy, Rosengren, Anders H, Stirrups, Kathleen, Wood, Andrew R, Mihailov, Evelin, Blancher, Christine, Carneiro, Mauricio O, Maguire, Jared, Poplin, Ryan, Shakir, Khalid, Fennell, Timothy, DePristo, Mark, Hrabé de Angelis, Martin, Deloukas, Panos, Gjesing, Anette P, Jun, Goo, Nilsson, Peter, Murphy, Jacquelyn, Onofrio, Robert, Thorand, Barbara, Hansen, Torben, Meisinger, Christa, Hu, Frank B, Isomaa, Bo, Karpe, Fredrik, Liang, Liming, Peters, Annette, Huth, Cornelia, O'Rahilly, Stephen P, Palmer, Colin N A, Pedersen, Oluf, Rauramaa, Rainer, Tuomilehto, Jaakko, Salomaa, Veikko, Watanabe, Richard M, Syvänen, Ann-Christine, Bergman, Richard N, Bharadwaj, Dwaipayan, Bottinger, Erwin P, Cho, Yoon Shin, Chandak, Giriraj R, Chan, Juliana C N, Chia, Kee Seng, Daly, Mark J, Ebrahim, Shah B, Langenberg, Claudia, Elliott, Paul, Jablonski, Kathleen A, Lehman, Donna M, Jia, Weiping, Ma, Ronald C W, Pollin, Toni I, Sandhu, Manjinder, Tandon, Nikhil, Froguel, Philippe, Barroso, Inês, Teo, Yik Ying, Zeggini, Eleftheria, Loos, Ruth J F, Small, Kerrin S, Ried, Janina S, DeFronzo, Ralph A, Grallert, Harald, Glaser, Benjamin, Metspalu, Andres, Wareham, Nicholas J, Walker, Mark, Banks, Eric, Gieger, Christian, Ingelsson, Erik, Im, Hae Kyung, Illig, Thomas, Franks, Paul W, Buck, Gemma, Trakalo, Joseph, Buck, David, Prokopenko, Inga, Mägi, Reedik, Lind, Lars, Farjoun, Yossi, Owen, Katharine R, Gloyn, Anna L, Strauch, Konstantin, Tuomi, Tiinamaija, Kooner, Jaspal Singh, Lee, Jong-Young, Park, Taesung, Donnelly, Peter, Morris, Andrew D, Hattersley, Andrew T, Bowden, Donald W, Collins, Francis S, Atzmon, Gil, Chambers, John C, Spector, Timothy D, Laakso, Markku, Strom, Tim M, Bell, Graeme I, Blangero, John, Duggirala, Ravindranath, Tai, E Shyong, McVean, Gilean, Hanis, Craig L, Wilson, James G, Seielstad, Mark, Frayling, Timothy M, Meigs, James B, Cox, Nancy J, Sladek, Rob, Lander, Eric S, Gabriel, Stacey, Burtt, Noël P, Mohlke, Karen L, Meitinger, Thomas, Groop, Leif, Abecasis, Goncalo, Florez, Jose C, Scott, Laura J, Morris, Andrew P, Kang, Hyun Min, Boehnke, Michael, Altshuler, David, McCarthy, Mark I, JC onderzoeksprogramma Cardiovasculaire Epidemiologie, Circulatory Health, Cardiovasculaire Epidemiologie, Fuchsberger, Christian, Flannick, Jason, Teslovich, Tanya M, Mahajan, Anubha, Agarwala, Vineeta, Gaulton, Kyle J, Ma, Clement, Fontanillas, Pierre, Moutsianas, Loukas, McCarthy, Davis J, Rivas, Manuel A, Perry, John R B, Sim, Xueling, Blackwell, Thomas W, Robertson, Neil R, Rayner, N William, Cingolani, Pablo, Locke, Adam E, Tajes, Juan Fernandez, Highland, Heather M, Dupuis, Josee, Chines, Peter S, Lindgren, Cecilia M, Hartl, Christopher, Jackson, Anne U, Chen, Han, Huyghe, Jeroen R, van de Bunt, Martijn, Pearson, Richard D, Kumar, Ashish, Müller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M, Gamazon, Eric R, Lee, Jaehoon, Chen, Yuhui, Scott, Robert A, Below, Jennifer E, Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L, Pasko, Dorota, Parker, Stephen C J, Varga, Tibor V, Green, Todd, Beer, Nicola L, Day-Williams, Aaron G, Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong-Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min-Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng-Han, Maxwell, Taylor J, Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P, Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F, Han, Bok-Ghee, Jenkinson, Christopher P, Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C Y, Palmer, Nicholette D, Balkau, Beverley, Stančáková, Alena, Abboud, Hanna E, Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D, Neale, Benjamin M, Purcell, Shaun, Butterworth, Adam S, Howson, Joanna M M, Lee, Heung Man, Lu, Yingchang, Kwak, Soo-Heon, Zhao, Wei, Danesh, John, Lam, Vincent K L, Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H T, Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching-Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E, Rybin, Denis, Farook, Vidya S, Fowler, Sharon P, Freedman, Barry I, Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J, Khor, Chiea-Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothée, Lim, Wei Yen, Liu, Jianjun, van der Schouw, Yvonne T, Loh, Marie, Musani, Solomon K, Puppala, Sobha, Scott, William R, Yengo, Loïc, Tan, Sian-Tsung, Taylor, Herman A, Thameem, Farook, Wilson, Gregory, Wong, Tien Yin, Njølstad, Pål Rasmus, Levy, Jonathan C, Mangino, Massimo, Bonnycastle, Lori L, Schwarzmayr, Thomas, Fadista, João, Surdulescu, Gabriela L, Herder, Christian, Groves, Christopher J, Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A, Doney, Alex S F, Kinnunen, Leena, Esko, Tõnu, Farmer, Andrew J, Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeriya, Hollensted, Mette, Jørgensen, Marit E, Jørgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Käräjämäki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Swift, Amy, Rosengren, Anders H, Stirrups, Kathleen, Wood, Andrew R, Mihailov, Evelin, Blancher, Christine, Carneiro, Mauricio O, Maguire, Jared, Poplin, Ryan, Shakir, Khalid, Fennell, Timothy, DePristo, Mark, Hrabé de Angelis, Martin, Deloukas, Panos, Gjesing, Anette P, Jun, Goo, Nilsson, Peter, Murphy, Jacquelyn, Onofrio, Robert, Thorand, Barbara, Hansen, Torben, Meisinger, Christa, Hu, Frank B, Isomaa, Bo, Karpe, Fredrik, Liang, Liming, Peters, Annette, Huth, Cornelia, O'Rahilly, Stephen P, Palmer, Colin N A, Pedersen, Oluf, Rauramaa, Rainer, Tuomilehto, Jaakko, Salomaa, Veikko, Watanabe, Richard M, Syvänen, Ann-Christine, Bergman, Richard N, Bharadwaj, Dwaipayan, Bottinger, Erwin P, Cho, Yoon Shin, Chandak, Giriraj R, Chan, Juliana C N, Chia, Kee Seng, Daly, Mark J, Ebrahim, Shah B, Langenberg, Claudia, Elliott, Paul, Jablonski, Kathleen A, Lehman, Donna M, Jia, Weiping, Ma, Ronald C W, Pollin, Toni I, Sandhu, Manjinder, Tandon, Nikhil, Froguel, Philippe, Barroso, Inês, Teo, Yik Ying, Zeggini, Eleftheria, Loos, Ruth J F, Small, Kerrin S, Ried, Janina S, DeFronzo, Ralph A, Grallert, Harald, Glaser, Benjamin, Metspalu, Andres, Wareham, Nicholas J, Walker, Mark, Banks, Eric, Gieger, Christian, Ingelsson, Erik, Im, Hae Kyung, Illig, Thomas, Franks, Paul W, Buck, Gemma, Trakalo, Joseph, Buck, David, Prokopenko, Inga, Mägi, Reedik, Lind, Lars, Farjoun, Yossi, Owen, Katharine R, Gloyn, Anna L, Strauch, Konstantin, Tuomi, Tiinamaija, Kooner, Jaspal Singh, Lee, Jong-Young, Park, Taesung, Donnelly, Peter, Morris, Andrew D, Hattersley, Andrew T, Bowden, Donald W, Collins, Francis S, Atzmon, Gil, Chambers, John C, Spector, Timothy D, Laakso, Markku, Strom, Tim M, Bell, Graeme I, Blangero, John, Duggirala, Ravindranath, Tai, E Shyong, McVean, Gilean, Hanis, Craig L, Wilson, James G, Seielstad, Mark, Frayling, Timothy M, Meigs, James B, Cox, Nancy J, Sladek, Rob, Lander, Eric S, Gabriel, Stacey, Burtt, Noël P, Mohlke, Karen L, Meitinger, Thomas, Groop, Leif, Abecasis, Goncalo, Florez, Jose C, Scott, Laura J, Morris, Andrew P, Kang, Hyun Min, Boehnke, Michael, Altshuler, David, and McCarthy, Mark I

Published
2016

29. Trans-ancestry meta-analyses identify rare and common variants associated with blood pressure and hypertension

Author

Surendran, Praveen, Drenos, Fotio, Young, Robin, Warren, Helen, Cook, James P., Manning, Alisa K., Grarup, Niel, Sim, Xueling, Barnes, Daniel R., Witkowska, Kate, Staley, James R., Tragante, Viniciu, Tukiainen, Taru, Yaghootkar, Hanieh, Masca, Nichola, Freitag, Daniel F., Ferreira, Teresa, Giannakopoulou, Olga, Tinker, Andrew, Harakalova, Magdalena, Mihailov, Evelin, Liu, Chunyu, Kraja, Aldi T., Nielsen, Sune Fallgaard, Rasheed, Asif, Samuel, Maria, Zhao, Wei, Bonnycastle, Lori L., Jackson, Anne U., Narisu, Narisu, Swift, Amy J., Southam, Lorraine, Marten, Jonathan, Huyghe, Jeroen R., Stančáková, Alena, Fava, Cristiano, Ohlsson, Therese, Matchan, Angela, Stirrups, Kathleen E., Bork Jensen, Jette, Gjesing, Anette P., Kontto, Jukka, Perola, Marku, Shaw Hawkins, Susan, Havulinna, Aki S., Zhang, He, Donnelly, Louise A., Groves, Christopher J., Rayner, N. William, Neville, Matt J., Robertson, Neil R., Yiorkas, Andrianos M., Herzig, Karl Heinz, Kajantie, Eero, Zhang, Weihua, Willems, Sara M., Lannfelt, Lar, Malerba, Giovanni, Soranzo, Nicole, Trabetti, Elisabetta, Verweij, Niek, Evangelou, Evangelo, Moayyeri, Alireza, Vergnaud, Anne Claire, Nelson, Christopher P., Poveda, Alaitz, Varga, Tibor V, Caslake, Muriel, De Craen, Anton J. M., Trompet, Stella, Luan, Jian'An, Scott, Robert A., Harris, Sarah E., Liewald, David C. M., Marioni, Riccardo, Menni, Cristina, Farmaki, Aliki Eleni, Hallmans, Göran, Renström, Frida, Huffman, Jennifer E., Hassinen, Maija, Burgess, Stephen, Vasan, Ramachandran S., Felix, Janine F., Uria Nickelsen, Maria, Malarstig, Ander, Reilly, Dermot F., Hoek, Maarten, Vogt, Thomas F., Lin, Honghuang, Lieb, Wolfgang, Traylor, Matthew, Markus, Hugh S., Highland, Heather M., Justice, Anne E., Marouli, Eirini, Lindström, Jaana, Uusitupa, Matti, Komulainen, Pirjo, Lakka, Timo A., Rauramaa, Rainer, Polasek, Ozren, Rudan, Igor, Rolandsson, Olov, Franks, Paul W., Dedoussis, George, Spector, Timothy D., Jousilahti, Pekka, Männistö, Satu, Deary, Ian J., Starr, John M., Langenberg, Claudia, Wareham, Nick J., Brown, Morris J., Dominiczak, Anna F., Connell, John M., Jukema, J. Wouter, Sattar, Naveed, Ford, Ian, Packard, Chris J., Esko, Tõnu, Mägi, Reedik, Metspalu, Andre, De Boer, Rudolf A., Van Der Meer, Peter, Van Der Harst, Pim, Gambaro, Giovanni, Ingelsson, Erik, Lind, Lar, De Bakker, Paul I. W., Numans, Mattijs E., Brandslund, Ivan, Christensen, Cramer, Petersen, Eva R. B., Korpi Hyövälti, Eeva, Oksa, Heikki, Chambers, John C., Kooner, Jaspal S., Blakemore, Alexandra I. F., Franks, Steve, Jarvelin, Marjo Riitta, Husemoen, Lise L., Linneberg, Allan, Skaaby, Tea, Thuesen, Betina, Karpe, Fredrik, Tuomilehto, Jaakko, Doney, Alex S. F., Morris, Andrew D., Palmer, Colin N. A., Holmen, Oddgeir Lingaa, Hveem, Kristian, Willer, Cristen J., Tuomi, Tiinamaija, Groop, Leif, Käräjämäki, Annemari, Palotie, Aarno, Ripatti, Samuli, Salomaa, Veikko, Alam, Dewan S., Majumder, Abdulla Al Shafi, Di Angelantonio, Emanuele, Chowdhury, Rajiv, Mccarthy, Mark I., Poulter, Neil, Stanton, Alice V., Sever, Peter, Amouyel, Philippe, Arveiler, Dominique, Blankenberg, Stefan, Ferrières, Jean, Kee, Frank, Kuulasmaa, Kari, Müller Nurasyid, Martina, Veronesi, Giovanni, Virtamo, Jarmo, Deloukas, Pano, Elliott, Paul, Zeggini, Eleftheria, Kathiresan, Sekar, Melander, Olle, Kuusisto, Johanna, Laakso, Markku, Padmanabhan, Sandosh, Porteous, David J., Hayward, Caroline, Scotland, Generation, Collins, Francis S., Mohlke, Karen L., Hansen, Torben, Pedersen, Oluf, Boehnke, Michael, Stringham, Heather M., Frossard, Philippe, Newton Cheh, Christopher, Tobin, Martin D., Nordestgaard, Børge Grønne, Caulfield, Mark J., Mahajan, Anubha, Morris, Andrew P., Tomaszewski, Maciej, Samani, Nilesh J., Saleheen, Danish, Asselbergs, Folkert W., Lindgren, Cecilia M., Danesh, John, Wain, Louise V., Butterworth, Adam S., Howson, Joanna M. M, Munroe, Gambaro, Giovanni (ORCID:0000-0001-5733-2370), Surendran, Praveen, Drenos, Fotio, Young, Robin, Warren, Helen, Cook, James P., Manning, Alisa K., Grarup, Niel, Sim, Xueling, Barnes, Daniel R., Witkowska, Kate, Staley, James R., Tragante, Viniciu, Tukiainen, Taru, Yaghootkar, Hanieh, Masca, Nichola, Freitag, Daniel F., Ferreira, Teresa, Giannakopoulou, Olga, Tinker, Andrew, Harakalova, Magdalena, Mihailov, Evelin, Liu, Chunyu, Kraja, Aldi T., Nielsen, Sune Fallgaard, Rasheed, Asif, Samuel, Maria, Zhao, Wei, Bonnycastle, Lori L., Jackson, Anne U., Narisu, Narisu, Swift, Amy J., Southam, Lorraine, Marten, Jonathan, Huyghe, Jeroen R., Stančáková, Alena, Fava, Cristiano, Ohlsson, Therese, Matchan, Angela, Stirrups, Kathleen E., Bork Jensen, Jette, Gjesing, Anette P., Kontto, Jukka, Perola, Marku, Shaw Hawkins, Susan, Havulinna, Aki S., Zhang, He, Donnelly, Louise A., Groves, Christopher J., Rayner, N. William, Neville, Matt J., Robertson, Neil R., Yiorkas, Andrianos M., Herzig, Karl Heinz, Kajantie, Eero, Zhang, Weihua, Willems, Sara M., Lannfelt, Lar, Malerba, Giovanni, Soranzo, Nicole, Trabetti, Elisabetta, Verweij, Niek, Evangelou, Evangelo, Moayyeri, Alireza, Vergnaud, Anne Claire, Nelson, Christopher P., Poveda, Alaitz, Varga, Tibor V, Caslake, Muriel, De Craen, Anton J. M., Trompet, Stella, Luan, Jian'An, Scott, Robert A., Harris, Sarah E., Liewald, David C. M., Marioni, Riccardo, Menni, Cristina, Farmaki, Aliki Eleni, Hallmans, Göran, Renström, Frida, Huffman, Jennifer E., Hassinen, Maija, Burgess, Stephen, Vasan, Ramachandran S., Felix, Janine F., Uria Nickelsen, Maria, Malarstig, Ander, Reilly, Dermot F., Hoek, Maarten, Vogt, Thomas F., Lin, Honghuang, Lieb, Wolfgang, Traylor, Matthew, Markus, Hugh S., Highland, Heather M., Justice, Anne E., Marouli, Eirini, Lindström, Jaana, Uusitupa, Matti, Komulainen, Pirjo, Lakka, Timo A., Rauramaa, Rainer, Polasek, Ozren, Rudan, Igor, Rolandsson, Olov, Franks, Paul W., Dedoussis, George, Spector, Timothy D., Jousilahti, Pekka, Männistö, Satu, Deary, Ian J., Starr, John M., Langenberg, Claudia, Wareham, Nick J., Brown, Morris J., Dominiczak, Anna F., Connell, John M., Jukema, J. Wouter, Sattar, Naveed, Ford, Ian, Packard, Chris J., Esko, Tõnu, Mägi, Reedik, Metspalu, Andre, De Boer, Rudolf A., Van Der Meer, Peter, Van Der Harst, Pim, Gambaro, Giovanni, Ingelsson, Erik, Lind, Lar, De Bakker, Paul I. W., Numans, Mattijs E., Brandslund, Ivan, Christensen, Cramer, Petersen, Eva R. B., Korpi Hyövälti, Eeva, Oksa, Heikki, Chambers, John C., Kooner, Jaspal S., Blakemore, Alexandra I. F., Franks, Steve, Jarvelin, Marjo Riitta, Husemoen, Lise L., Linneberg, Allan, Skaaby, Tea, Thuesen, Betina, Karpe, Fredrik, Tuomilehto, Jaakko, Doney, Alex S. F., Morris, Andrew D., Palmer, Colin N. A., Holmen, Oddgeir Lingaa, Hveem, Kristian, Willer, Cristen J., Tuomi, Tiinamaija, Groop, Leif, Käräjämäki, Annemari, Palotie, Aarno, Ripatti, Samuli, Salomaa, Veikko, Alam, Dewan S., Majumder, Abdulla Al Shafi, Di Angelantonio, Emanuele, Chowdhury, Rajiv, Mccarthy, Mark I., Poulter, Neil, Stanton, Alice V., Sever, Peter, Amouyel, Philippe, Arveiler, Dominique, Blankenberg, Stefan, Ferrières, Jean, Kee, Frank, Kuulasmaa, Kari, Müller Nurasyid, Martina, Veronesi, Giovanni, Virtamo, Jarmo, Deloukas, Pano, Elliott, Paul, Zeggini, Eleftheria, Kathiresan, Sekar, Melander, Olle, Kuusisto, Johanna, Laakso, Markku, Padmanabhan, Sandosh, Porteous, David J., Hayward, Caroline, Scotland, Generation, Collins, Francis S., Mohlke, Karen L., Hansen, Torben, Pedersen, Oluf, Boehnke, Michael, Stringham, Heather M., Frossard, Philippe, Newton Cheh, Christopher, Tobin, Martin D., Nordestgaard, Børge Grønne, Caulfield, Mark J., Mahajan, Anubha, Morris, Andrew P., Tomaszewski, Maciej, Samani, Nilesh J., Saleheen, Danish, Asselbergs, Folkert W., Lindgren, Cecilia M., Danesh, John, Wain, Louise V., Butterworth, Adam S., Howson, Joanna M. M, Munroe, and Gambaro, Giovanni (ORCID:0000-0001-5733-2370)

Abstract

High blood pressure is a major risk factor for cardiovascular disease and premature death. However, there is limited knowledge on specific causal genes and pathways. To better understand the genetics of blood pressure, we genotyped 242,296 rare, low-frequency and common genetic variants in up to 192,763 individuals and used -1/4155,063 samples for independent replication. We identified 30 new blood pressure- or hypertension-associated genetic regions in the general population, including 3 rare missense variants in RBM47, COL21A1 and RRAS with larger effects (>1.5 mm Hg/allele) than common variants. Multiple rare nonsense and missense variant associations were found in A2ML1, and a low-frequency nonsense variant in ENPEP was identified. Our data extend the spectrum of allelic variation underlying blood pressure traits and hypertension, provide new insights into the pathophysiology of hypertension and indicate new targets for clinical intervention.

Published
2016

30. First Genome-Wide Association Study of Latent Autoimmune Diabetes in Adults Reveals Novel Insights Linking Immune and Metabolic Diabetes.

Author

Cousminer, Diana L., Ahlqvist, Emma, Mishra, Rajashree, Andersen, Mette K., Chesi, Alessandra, Hawa, Mohammad I., Davis, Asa, Hodge, Kenyaita M., Bradfield, Jonathan P., Zhou, Kaixin, Guy, Vanessa C., Åkerlund, Mikael, Wod, Mette, Fritsche, Lars G., Vestergaard, Henrik, Snyder, James, Højlund, Kurt, Linneberg, Allan, Käräjämäki, Annemari, and Brandslund, Ivan

Subjects
DIABETES complications, AUTOIMMUNE diseases, GENETIC correlations, GLYCOLYSIS, AUTOPHAGY, COMPARATIVE studies, IMMUNITY, INSULIN, TYPE 1 diabetes, RESEARCH methodology, MEDICAL cooperation, TYPE 2 diabetes, RESEARCH, RESEARCH funding, EVALUATION research, CASE-control method, GLUCOSE intolerance, HAPLOTYPES, SEQUENCE analysis
Abstract

Objective: Latent autoimmune diabetes in adults (LADA) shares clinical features with both type 1 and type 2 diabetes; however, there is ongoing debate regarding the precise definition of LADA. Understanding its genetic basis is one potential strategy to gain insight into appropriate classification of this diabetes subtype.Research Design and Methods: We performed the first genome-wide association study of LADA in case subjects of European ancestry versus population control subjects (n = 2,634 vs. 5,947) and compared against both case subjects with type 1 diabetes (n = 2,454 vs. 968) and type 2 diabetes (n = 2,779 vs. 10,396).Results: The leading genetic signals were principally shared with type 1 diabetes, although we observed positive genetic correlations genome-wide with both type 1 and type 2 diabetes. Additionally, we observed a novel independent signal at the known type 1 diabetes locus harboring PFKFB3, encoding a regulator of glycolysis and insulin signaling in type 2 diabetes and inflammation and autophagy in autoimmune disease, as well as an attenuation of key type 1-associated HLA haplotype frequencies in LADA, suggesting that these are factors that distinguish childhood-onset type 1 diabetes from adult autoimmune diabetes.Conclusions: Our results support the need for further investigations of the genetic factors that distinguish forms of autoimmune diabetes as well as more precise classification strategies. [ABSTRACT FROM AUTHOR]

Published
2018
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31. Sequence data and association statistics from 12,940 type 2 diabetes cases and controls

Author

Jason, Flannick, Fuchsberger, Christian, Mahajan, Anubha, Teslovich, Tanya M., Agarwala, Vineeta, Gaulton, Kyle J., Caulkins, Lizz, Koesterer, Ryan, Ma, Clement, Moutsianas, Loukas, McCarthy, Davis J., Rivas, Manuel A., Perry, John R. B., Sim, Xueling, Blackwell, Thomas W., Robertson, Neil R., Rayner, N William, Cingolani, Pablo, Locke, Adam E., Tajes, Juan Fernandez, Highland, Heather M., Dupuis, Josee, Chines, Peter S., Lindgren, Cecilia M., Hartl, Christopher, Jackson, Anne U., Chen, Han, Huyghe, Jeroen R., van de Bunt, Martijn, Pearson, Richard D., Kumar, Ashish, Müller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M., Gamazon, Eric R., Lee, Jaehoon, Chen, Yuhui, Scott, Robert A., Below, Jennifer E., Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L., Pasko, Dorota, Parker, Stephen C. J., Varga, Tibor V., Green, Todd, Beer, Nicola L., Day-Williams, Aaron G., Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong-Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min-Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng-Han, Maxwell, Taylor J., Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P., Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F., Han, Bok-Ghee, Jenkinson, Christopher P., Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie C. Y., Palmer, Nicholette D., Balkau, Beverley, Stančáková, Alena, Abboud, Hanna E., Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D., Neale, Benjamin M., Purcell, Shaun, Butterworth, Adam S., Howson, Joanna M. M., Lee, Heung Man, Lu, Yingchang, Kwak, Soo-Heon, Zhao, Wei, Danesh, John, Lam, Vincent K. L., Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia H. T., Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching-Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E., Rybin, Dennis, Farook, Vidya S., Fowler, Sharon P., Freedman, Barry I., Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J., Khor, Chiea-Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothée, Lim, Wei Yen, Liu, Jianjun, Loh, Marie, Musani, Solomon K., Puppala, Sobha, Scott, William R., Yengo, Loïc, Tan, Sian-Tsung, Taylor, Herman A., Thameem, Farook, Wilson, Gregory, Wong, Tien Yin, Njølstad, Pål Rasmus, Levy, Jonathan C., Mangino, Massimo, Bonnycastle, Lori L., Schwarzmayr, Thomas, Fadista, João, Surdulescu, Gabriela L., Herder, Christian, Groves, Christopher J., Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A., Doney, Alex S. F., Kinnunen, Leena, Esko, Tõnu, Farmer, Andrew J., Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeri, Hollensted, Mette, Jørgensen, Marit E., Jørgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Käräjämäki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Swift, Amy, Rosengren, Anders H., Stirrups, Kathleen, Wood, Andrew R., Mihailov, Evelin, Blancher, Christine, Carneiro, Mauricio O., Maguire, Jared, Poplin, Ryan, Shakir, Khalid, Fennell, Timothy, DePristo, Mark, de Angelis, Martin Hrabé, Deloukas, Panos, Gjesing, Anette P., Jun, Goo, Nilsson, Peter, Murphy, Jacquelyn, Onofrio, Robert, Thorand, Barbara, Hansen, Torben, Meisinger, Christa, Hu, Frank B., Isomaa, Bo, Karpe, Fredrik, Liang, Liming, Peters, Annette, Huth, Cornelia, O'Rahilly, Stephen P, Palmer, Colin N. A., Pedersen, Oluf, Rauramaa, Rainer, Tuomilehto, Jaakko, Salomaa, Veikko, Watanabe, Richard M., Syvänen, Ann-Christine, Bergman, Richard N., Bharadwaj, Dwaipayan, Bottinger, Erwin P., Cho, Yoon Shin, Chandak, Giriraj R., Chan, Juliana CN, Chia, Kee Seng, Daly, Mark J., Ebrahim, Shah B., Langenberg, Claudia, Elliott, Paul, Jablonski, Kathleen A., Lehman, Donna M., Jia, Weiping, Ma, Ronald C. W., Pollin, Toni I., Sandhu, Manjinder, Tandon, Nikhil, Froguel, Philippe, Barroso, Inês, Teo, Yik Ying, Zeggini, Eleftheria, Loos, Ruth J. F., Small, Kerrin S., Ried, Janina S., DeFronzo, Ralph A., Grallert, Harald, Glaser, Benjamin, Metspalu, Andres, Wareham, Nicholas J., Walker, Mark, Banks, Eric, Gieger, Christian, Ingelsson, Erik, Im, Hae Kyung, Illig, Thomas, Franks, Paul W., Buck, Gemma, Trakalo, Joseph, Buck, David, Prokopenko, Inga, Mägi, Reedik, Lind, Lars, Farjoun, Yossi, Owen, Katharine R., Gloyn, Anna L., Strauch, Konstantin, Tuomi, Tiinamaija, Kooner, Jaspal Singh, Lee, Jong-Young, Park, Taesung, Donnelly, Peter, Morris, Andrew D., Hattersley, Andrew T., Bowden, Donald W., Collins, Francis S., Atzmon, Gil, Chambers, John C., Spector, Timothy D., Laakso, Markku, Strom, Tim M., Bell, Graeme I., Blangero, John, Duggirala, Ravindranath, Tai, E. Shyong, McVean, Gilean, Hanis, Craig L., Wilson, James G., Seielstad, Mark, Frayling, Timothy M., Meigs, James B., Cox, Nancy J., Sladek, Rob, Lander, Eric S., Gabriel, Stacey, Mohlke, Karen L., Meitinger, Thomas, Groop, Leif, Abecasis, Goncalo, Scott, Laura J., Morris, Andrew P., Kang, Hyun Min, Altshuler, David, Burtt, Noël P., Florez, Jose C., Boehnke, Michael, and McCarthy, Mark I.

Subjects
DNA sequencing, Type 2 diabetes, Genome-wide association studies
Abstract

To investigate the genetic basis of type 2 diabetes (T2D) to high resolution, the GoT2D and T2D-GENES consortia catalogued variation from whole-genome sequencing of 2,657 European individuals and exome sequencing of 12,940 individuals of multiple ancestries. Over 27M SNPs, indels, and structural variants were identified, including 99% of low-frequency (minor allele frequency [MAF] 0.1–5%) non-coding variants in the whole-genome sequenced individuals and 99.7% of low-frequency coding variants in the whole-exome sequenced individuals. Each variant was tested for association with T2D in the sequenced individuals, and, to increase power, most were tested in larger numbers of individuals (>80% of low-frequency coding variants in ~82 K Europeans via the exome chip, and ~90% of low-frequency non-coding variants in ~44 K Europeans via genotype imputation). The variants, genotypes, and association statistics from these analyses provide the largest reference to date of human genetic information relevant to T2D, for use in activities such as T2D-focused genotype imputation, functional characterization of variants or genes, and other novel analyses to detect associations between sequence variation and T2D.

Published
2017
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32. Publisher Correction: Discovery of rare variants associated with blood pressure regulation through meta-analysis of 1.3 million individuals

Author

Surendran, Praveen, Feofanova, Elena V., Lahrouchi, Najim, Ntalla, Ioanna, Karthikeyan, Savita, Cook, James, Chen, Lingyan, Mifsud, Borbala, Yao, Chen, Kraja, Aldi T., Cartwright, James H., Hellwege, Jacklyn N., Giri, Ayush, Tragante, Vinicius, Thorleifsson, Gudmar, Liu, Dajiang J., Prins, Bram P., Stewart, Isobel D., Cabrera, Claudia P., Eales, James M., Akbarov, Artur, Auer, Paul L., Bielak, Lawrence F., Bis, Joshua C., Braithwaite, Vickie S., Brody, Jennifer A., Daw, E. Warwick, Warren, Helen R., Drenos, Fotios, Nielsen, Sune Fallgaard, Faul, Jessica D., Fauman, Eric B., Fava, Cristiano, Ferreira, Teresa, Foley, Christopher N., Franceschini, Nora, Gao, He, Giannakopoulou, Olga, Giulianini, Franco, Gudbjartsson, Daniel F., Guo, Xiuqing, Harris, Sarah E., Havulinna, Aki S., Helgadottir, Anna, Huffman, Jennifer E., Hwang, Shih-Jen, Kanoni, Stavroula, Kontto, Jukka, Larson, Martin G., Li-Gao, Ruifang, Lindström, Jaana, Lotta, Luca A., Lu, Yingchang, Luan, Jian’an, Mahajan, Anubha, Malerba, Giovanni, Masca, Nicholas G. D., Mei, Hao, Menni, Cristina, Mook-Kanamori, Dennis O., Mosen-Ansorena, David, Müller-Nurasyid, Martina, Paré, Guillaume, Paul, Dirk S., Perola, Markus, Poveda, Alaitz, Rauramaa, Rainer, Richard, Melissa, Richardson, Tom G., Sepúlveda, Nuno, Sim, Xueling, Smith, Albert V., Smith, Jennifer A., Staley, James R., Stanáková, Alena, Sulem, Patrick, Thériault, Sébastien, Thorsteinsdottir, Unnur, Trompet, Stella, Varga, Tibor V., Velez Edwards, Digna R., Veronesi, Giovanni, Weiss, Stefan, Willems, Sara M., Yao, Jie, Young, Robin, Yu, Bing, Zhang, Weihua, Zhao, Jing-Hua, Zhao, Wei, Zhao, Wei, Evangelou, Evangelos, Aeschbacher, Stefanie, Asllanaj, Eralda, Blankenberg, Stefan, Bonnycastle, Lori L., Bork-Jensen, Jette, Brandslund, Ivan, Braund, Peter S., Burgess, Stephen, Cho, Kelly, Christensen, Cramer, Connell, John, Mutsert, Renée de, Dominiczak, Anna F., Dörr, Marcus, Eiriksdottir, Gudny, Farmaki, Aliki-Eleni, Gaziano, J. Michael, Grarup, Niels, Grove, Megan L., Hallmans, Göran, Hansen, Torben, Have, Christian T., Heiss, Gerardo, Jørgensen, Marit E., Jousilahti, Pekka, Kajantie, Eero, Kamat, Mihir, Käräjämäki, AnneMari, Karpe, Fredrik, Koistinen, Heikki A., Kovesdy, Csaba P., Kuulasmaa, Kari, Laatikainen, Tiina, Lannfelt, Lars, Lee, I-Te, Lee, Wen-Jane, Linneberg, Allan, Martin, Lisa W., Moitry, Marie, Nadkarni, Girish, Neville, Matt J., Palmer, Colin N. A., Papanicolaou, George J., Pedersen, Oluf, Peters, James, Poulter, Neil, Rasheed, Asif, Rasmussen, Katrine L., Rayner, N. William, Mägi, Reedik, Renström, Frida, Rettig, Rainer, Rossouw, Jacques, Schreiner, Pamela J., Sever, Peter S., Sigurdsson, Emil L., Skaaby, Tea, Sun, Yan V., Sundstrom, Johan, Thorgeirsson, Gudmundur, Esko, Tõnu, Trabetti, Elisabetta, Tsao, Philip S., Tuomi, Tiinamaija, Turner, Stephen T., Tzoulaki, Ioanna, Vaartjes, Ilonca, Vergnaud, Anne-Claire, Willer, Cristen J., Wilson, Peter W. F., Witte, Daniel R., Yonova-Doing, Ekaterina, Zhang, He, Aliya, Naheed, Almgren, Peter, Amouyel, Philippe, Asselbergs, Folkert W., Barnes, Michael R., Blakemore, Alexandra I., Boehnke, Michael, Bots, Michiel L., Bottinger, Erwin P., Buring, Julie E., Chambers, John C., Chen, Yii-Der Ida, Chowdhury, Rajiv, Conen, David, Correa, Adolfo, Davey Smith, George, Boer, Rudolf A. de, Deary, Ian J., Dedoussis, George, Deloukas, Panos, Di Angelantonio, Emanuele, Elliott, Paul, Felix, Stephan B., Ferrières, Jean, Ford, Ian, Fornage, Myriam, Franks, Paul W., Franks, Stephen, Frossard, Philippe, Gambaro, Giovanni, Gaunt, Tom R., Groop, Leif, Gudnason, Vilmundur, Harris, Tamara B., Hayward, Caroline, Hennig, Branwen J., Herzig, Karl-Heinz, Ingelsson, Erik, Tuomilehto, Jaakko, Järvelin, Marjo-Riitta, Jukema, J. Wouter, Kardia, Sharon L. R., Kee, Frank, Kooner, Jaspal S., Kooperberg, Charles, Launer, Lenore J., Lind, Lars, Loos, Ruth J. F., Majumder, Abdulla al Shafi., Laakso, Markku, McCarthy, Mark I., Melander, Olle, Mohlke, Karen L., Murray, Alison D., Nordestgaard, Børge Grønne, Orho-Melander, Marju, Packard, Chris J., Padmanabhan, Sandosh, Palmas, Walter, Polasek, Ozren, Porteous, David J., Prentice, Andrew M., Province, Michael A., Relton, Caroline L., Rice, Kenneth, Ridker, Paul M., Rolandsson, Olov, Rosendaal, Frits R., Rotter, Jerome I., Rudan, Igor, Salomaa, Veikko, Samani, Nilesh J., Sattar, Naveed, Sheu, Wayne H.-H., Smith, Blair H., Soranzo, Nicole, Spector, Timothy D., Starr, John M., Sebert, Sylvain, Taylor, Kent D., Lakka, Timo A., Timpson, Nicholas J., Tobin, Martin D., van der Harst, Pim, van der Meer, Peter, Ramachandran, Vasan S., Verweij, Niek, Virtamo, Jarmo, Völker, Uwe, Weir, David R., Zeggini, Eleftheria, Charchar, Fadi J., Wareham, Nicholas J., Langenberg, Claudia, Tomaszewski, Maciej, Butterworth, Adam S., Caulfield, Mark J., Danesh, John, Edwards, Todd L., Holm, Hilma, Hung, Adriana M., Lindgren, Cecilia M., Liu, Chunyu, Manning, Alisa K., Morris, Andrew P., Morrison, Alanna C., O’Donnell, Christopher J., Psaty, Bruce M., Saleheen, Danish, Stefansson, Kari, Boerwinkle, Eric, Chasman, Daniel I., Levy, Daniel, Newton-Cheh, Christopher, Munroe, Patricia B., and Howson, Joanna M. M.

Abstract

A Correction to this paper has been published: https://doi.org/10.1038/s41588-021-00832-z.

Published
2021
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33. A genome-wide association study of diabetic kidney disease in subjects with type 2 diabetes

Author

van Zuydam, Natalie R, Ahlqvist, Emma, Sandholm, Niina, Deshmukh, Harshal, Rayner, N William, Abdalla, Moustafa, Ladenvall, Claes, Ziemek, Daniel, Fauman, Eric, Robertson, Neil R, Mckeigue, Paul M, Valo, Erkka, Forsblom, Carol, Harjutsalo, Valma, Perna, Annalisa, Rurali, Erica, Marcovecchio, M Loredana, Igo, Robert P, Salem, Rany M, Perico, Norberto, Lajer, Maria, Käräjämäki, Annemari, Imamura, Minako, Kubo, Michiaki, Takahashi, Atsushi, Sim, Xueling, Liu, Jianjun, van Dam, Rob M, Jiang, Guozhi, Tam, Claudia H T, Luk, Andrea O Y, Lee, Heung Man, Lim, Cadmon K P, Szeto, Cheuk Chun, Wing Yee, So, Chan, Juliana C N, Ang, Su Fen, Dorajoo, Rajkumar, Wang, Ling, Clara, Tan Si Hua, Mcknight, Amy-Jayne, Duffy, Seamus, Pezzolesi, Marcus G, Marre, Michel, Gyorgy, Beata, Hadjadj, Samy, Hiraki, Koivula, S, Uggeldahl, T, Forslund, T, Halonen, A, Koistinen, A, Koskiaho, P, Laukkanen, M, Saltevo, J, Tiihonen, M, Forsen, M, Granlund, H, Jonsson, Ac, Nyroos, B, Kinnunen, P, Orvola, A, Salonen, T, Vähänen, A, Paldanius, Kr, Riihelä, M, Ryysy, L, Laukkanen, Kh, Nyländen, P, Sademies, A, Anderson, S, Asplund, B, Byskata, U, Liedes, P, Kuusela, M, Virkkala, T, Nikkola, A, Ritola, E, Niska, Tm, Saarinen, H, Oukko-Ruponen, Se, Virtanen, T, Lyytinen, Va, Kari, Ph, Simonen, T, Kaprio, Sa, Kärkkäinen, J, Rantaeskola, B, Kääriäinen, Tp, Haaga, J, Pietiläinen, Al, Klemetti, S, Nyandoto, T, Rontu, E, Satuli-Autere, S, Toivonen, Kr, Lansimaki, Hv, Ahonen, R, Ivaska-Suomela, M, Jauhiainen, A, Laine, Mm, Pellonpää, T, Puranen, R, Airas, Ma, Laakso, J, Rautavaara, K, Erola, Rm, Jatkola, E, Lönnblad, Tr, Malm, A, Mäkelä, J, Rautamo, E, Hentunen, P, Lagerstam, J, Feodoroff, M, Gordin, D, Heikkilä, O, Hietala, K, Fagerudd, J, Korolainen, M, Kyllönen, L, Kytö, J, Lindh, S, Pettersson-Fernholm, K, Rosengård-Bärlund, M, Sandelin, A, Thorn, L, Tuomikangas, J, Vesisenaho, T, Wadén, J, Sipilä, V, Kalliomäki, Ft, Koskelainen, J, Nikkanen, R, Savolainen, N, Sulonen, H, Valtonen, E, Norvio, L, Hämäläinen, A, Toivanen, E, Parta, Ja, Pirttiniemi, I, Aranko, S, Ervasti, S, Kauppinen-Mäkelin, R, Kuusisto, A, Leppälä, T, Nikkilä, K, Pekkonen, L, Jokelainen, Ks, Kananen, K, Karjalainen, M, Kemppainen, P, Mankinen, Am, Reponen, A, Sankari, M, Suominen, P, Lappalainen, A, Liimatainen, M, Santaholma, J, Aimolahti, A, Huovinen, E, Ilkka, V, Lehtimäki, M, Pälikkö-Kontinen, E, Vanhanen, A, Koskinen, E, Siitonen, T, Huttunen, E, Ikäheimo, R, Karhapää, P, Kekäläinen, P, Laakso, M, Lakka, T, Lampainen, E, Moilanen, L, Tanskanen, S, Niskanen, L, Tuovinen, U, Vauhkonen, I, Voutilainen, E, Rcw, Ma, Chan, Jcn, Huang, Y, Lan, Hy, Lok, S, Tomlinson, B, Tsui, Skw, Yu, W, Yip, Kyl, Chan, Tf, Fan, X, So, Wy, Szeto, Cc, Tang, N, Luk, Ao, Tian, X, Jiang, G, Tam, Cht, Lee, Hm, Lim, Ckp, Chan, Kkh, Xie, F, Acw, Ng, Cheung, Gpy, Yeung, Mw, Mai, S, Zhang, S, Yu, P, Weng, M, Maxwell, Ap, Mcknight, Aj, Savage, Da, Walker, J, Thomas, S, Viberti, Gc, Boulton, Ajm, Marshall, S, Demaine, Ag, Millward, Ba, Bain, Sc, Sandholm, N, Forsblom, C, Harjutsalo, V, Mäkinen, Vp, Ahola, Aj, Dahlström, E, Lehto, M, Lithovius, R, Panduru, Nm, Parkkonen, M, Saraheimo, M, Söderlund, J, Soro-Paavonen, A, Syreeni, A, Thorn, Lm, Tolonen, N, Groop, Ph, Mckay, Gj, Salem, Rm, Isakova, T, Palmer, C, Guiducci, C, Taylor, A, Mirel, Db, Williams, Ww, Hirschhorn, Jn, Florez, Jc, Brennan, Ep, Sadlier, Dm, Martin, F, Godson, C, Mayer, L, Gubitosi-Klug, R, Bourne, P, Schutta, M, Lackaye, Me, Gregory, Ns, Kruger, D, Jones, Jk, Bhan, A, Golden, E, Aiello, L, Larkin, M, Nathan, D, Ziegler, G, Caulder, S, Pittman, C, Luttrell, L, Lopes-Virella, M, Johnson, M, Gunyou, K, Bergenstal, R, Vittetoe, B, Sivitz, W, Flaherty, N, Bantle, J, Hitt, S, Goldstein, D, Hainsworth, D, Cimino, L, Orchard, T, Wigley, C, Dagogo-Jack, S, Strowig, S, Raskin, P, Barnie, A, Zinman, B, Fahlstrom, R, Palmer, J, Harth, J, Driscoll, M, Mcdonald, C, Lipps Hagan, J, May, M, Levandoski, L, White, N, Gatcomb, P, Tamborlane, W, Adelman, D, Colson, S, Molitch, M, Lorenzi, G, Mudaliar, S, Johnsonbaugh, S, Miller, R, Canady, J, Schade, D, Bernal, Ml, Malone, J, Morrison, A, Martin, C, Herman, W, Pop-Busui, R, Cowie, C, Leschek, E, Cleary, P, Lachin, J, Braffett, B, Steffes, M, Arends, V, Blodi, B, Danis, R, Lawrence, D, Wabers, H, Soliman, E, Zhang, Zm, Campbell, C, Hensley, S, Keasler, L, Mark, M, Albertini, M, Boustany, C, Ehlgen, A, Gerl, M, Huber, J, Schölch, C, Zimdahl-Gelling, H, Groop, L, Agardh, E, Ahlqvist, E, Ajanki, T, Al Maghrabi, N, Almgren, P, Apelqvist, J, Bengtsson, E, Berglund, L, Björckbacka, H, Blom-Nilsson, U, Borell, M, Burström, A, Cilio, C, Cinthio, M, Dreja, K, Dunér, P, Engelbertsen, D, Fadista, J, Gomez, M, Goncalves, I, Hedblad, B, Hultgårdh, A, Johansson, Me, Kennbäck, C, Kravic, J, Ladenvall, C, Lernmark, Å, Lindholm, E, Ling, C, Luthman, H, Melander, O, Neptin, M, Nilsson, J, Nilsson, P, Nilsson, T, Nordin, G, Orho-Melander, M, Ottoson-Laakso, E, Persson, A, Persson, M, Persson, Må, Postma, J, Pranter, E, Rattik, S, Sterner, G, Tindberg, L, Wigren, M, Zetterqvist, A, Åkerlund, M, Ostling, G, Kanninen, T, Ahonen-Bishopp, A, Eliasson, A, Herrala, T, Tikka-Kleemola, P, Hamsten, A, Betsholtz, C, Björkholm, A, Foroogh, F, Genové, G, Gertow, K, Gigante, B, He, B, Leander, K, Mcleod, O, Nastase-Mannila, M, Patrakka, J, Silveira, A, Strawbridge, R, Tryggvason, K, Vikström, M, Ohrvik, J, Österholm, Am, Thorand, B, Gieger, C, Grallert, H, Ludwig, T, Nitz, B, Schneider, A, Wang-Sattler, R, Zierer, A, Remuzzi, G, Benigni, A, Donadelli, R, Lesti, Md, Noris, M, Perico, N, Perna, A, Piras, R, Ruggenenti, P, Rurali, E, Dunger, D, Chassin, L, Dalton, N, Deanfield, J, Horsford, J, Rice, C, Rudd, J, Walker, N, Whitehead, K, Wong, M, Colhoun, H, Adams, F, Akbar, T, Belch, J, Deshmukh, H, Dove, F, Ellingford, A, Farran, B, Ferguson, M, Henderson, G, Houston, G, Khan, F, Leese, G, Liu, Y, Livingstone, S, Looker, H, Mccann, M, Mcgurnaghan, S, Morris, A, Newton, D, Pearson, E, Reekie, G, Smith, N, Shore, A, Aizawa, K, Ball, C, Bellenger, N, Casanova, F, Frayling, T, Gates, P, Gooding, K, Hattersley, A, Ling, R, Mawson, D, Shandas, R, Strain, D, Thorn, C, Smith, U, Hammarstedt, A, Häring, H, Pedersen, O, Sesti, G, Fagerholm, E, Toppila, I, Valo, E, Salomaa, V, Havulinna, A, Kristiansson, K, Okamo, P, Peltola, T, Perola, M, Pietilä, A, Ripatti, S, Taimi, M, Ylä-Herttuala, S, Babu, M, Dijkstra, M, Gurzeler, E, Huusko, J, Kholová, I, Merentie, M, Poikolainen, M, Mccarthy, M, Groves, C, Juliusdottir, T, Karpe, F, Lagou, V, Rayner, W, Robertson, N, van Zuydam, N, Cobelli, C, Di Camillo, B, Finotello, F, Sambo, F, Toffolo, G, Trifoglio, E, Bellazzi, R, Barbarini, N, Bucalo, M, Larizza, C, Magni, P, Malovini, A, Marini, S, Mulas, F, Quaglini, S, Sacchi, L, Vitali, F, Ferrannini, E, Boldrini, B, Kozakova, M, Mari, A, Morizzo, C, Mota, L, Natali, A, Palombo, C, Venturi, E, Walker, M, Patrono, C, Pagliaccia, F, Rocca, B, Nuutila, P, Haukkala, J, Knuuti, J, Roivainen, A, Saraste, A, Mckeague, P, Colombo, M, Steckel-Hamann, B, Bokvist, K, Shankar, S, Thomas, M, Gan, Lm, Heinonen, S, Jönsson-Rylander, Ac, Momo, R, Schnecke, V, Unwin, R, Walentinsson, A, Whatling, C, Nogoceke, E, Pacheco, Gd, Formentini, I, Schindler, T, Tortoli, P, Bassi, L, Boni, E, Dallai, A, Guidi, F, Lenge, M, Matera, R, Ramalli, A, Ricci, S, Viti, J, Jablonka, B, Crowther, D, Gassenhuber, J, Hess, S, Hubschle, T, Juretschke, Hp, Rutten, H, Sadowski, T, Wohlfart, P, Brosnan, J, Clerin, V, Fauman, E, Hyde, C, Malarstig, A, Pullen, N, Tilley, M, Tuthill, T, Vangjeli, C, Linda T, Ziemek D., Ahluwalia, Tarunveer S, Almgren, Peter, Schulz, Christina-Alexandra, Orho-Melander, Marju, Linneberg, Allan, Christensen, Cramer, Witte, Daniel R, Grarup, Niels, Brandslund, Ivan, Melander, Olle, Paterson, Andrew D, Tregouet, David, Maxwell, Alexander P, Lim, Su Chi, Ronald C W, Ma, Tai, E Shyong, Maeda, Shiro, Lyssenko, Valeriya, Tuomi, Tiinamaija, Krolewski, Andrzej S, Rich, Stephen S, Hirschhorn, Joel N, Florez, Jose C, Dunger, David, Pedersen, Oluf, Hansen, Torben, Rossing, Peter, Remuzzi, Giuseppe, Brosnan, Mary Julia, Palmer, Colin N A, Groop, Per-Henrik, Colhoun, Helen M, Groop, Leif C, Mccarthy, Mark, I, Palombo, Carlo, Clinicum, Diabetes and Obesity Research Program, Research Programs Unit, Nefrologian yksikkö, Department of Medicine, Institute for Molecular Medicine Finland, Tiinamaija Tuomi Research Group, Endokrinologian yksikkö, Per Henrik Groop / Principal Investigator, Leif Groop Research Group, HUS Abdominal Center, HUS Internal Medicine and Rehabilitation, and Lee Kong Chian School of Medicine (LKCMedicine)

Subjects
0301 basic medicine, Male, endocrine system diseases, Endocrinology, Diabetes and Metabolism, LOCI, Genome-wide association study, Type 2 diabetes, Bioinformatics, Kidney Failure, 0302 clinical medicine, Genome-wide analysis, 80 and over, Diabetic Nephropathies, Renal Insufficiency, Chronic, Genome-wide analysis, Type 2 Diabetes, Aged, 80 and over, RISK, INSULIN-RESISTANCE, diabetes, Diabetes, STAGE RENAL-DISEASE, Single Nucleotide, Middle Aged, Type 2 Diabetes, SUSCEPTIBILITY GENES, Adult, Aged, Case-Control Studies, Diabetes Mellitus, Type 2, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Kidney Failure, Chronic, Polymorphism, Single Nucleotide, Renal Insufficiency, Chronic, OBESITY, BIOLOGICAL PATHWAYS, nephropathy, Medical genetics, Type 2, kidney, medicine.medical_specialty, Diabetic Nephropathies/epidemiology, Settore BIO/14 - FARMACOLOGIA, Renal Insufficiency, Chronic/complications, NEPHROPATHY, SNP, 030209 endocrinology & metabolism, Nephropathy, 03 medical and health sciences, SDG 3 - Good Health and Well-being, Diabetes mellitus, Journal Article, Diabetes Mellitus, Internal Medicine, medicine, Medicine [Science], Polymorphism, Diabetic Kidney Disease, METAANALYSIS, Genetic heterogeneity, business.industry, Diabetes Mellitus, Type 2/complications, association, Case-control study, nutritional and metabolic diseases, Kidney Failure, Chronic/complications, FAT DISTRIBUTION, medicine.disease, 030104 developmental biology, 3121 General medicine, internal medicine and other clinical medicine, Microalbuminuria, genetic, business
Abstract

Identification of sequence variants robustly associated with predisposition to diabetic kidney disease (DKD) has the potential to provide insights into the pathophysiological mechanisms responsible. We conducted a genome-wide association study (GWAS) of DKD in type 2 diabetes (T2D) using eight complementary dichotomous and quantitative DKD phenotypes: the principal dichotomous analysis involved 5,717 T2D subjects, 3,345 with DKD. Promising association signals were evaluated in up to 26,827 subjects with T2D (12,710 with DKD). A combined T1D+T2D GWAS was performed using complementary data available for subjects with T1D, which, with replication samples, involved up to 40,340 subjects with diabetes (18,582 with DKD). Analysis of specific DKD phenotypes identified a novel signal near GABRR1 (rs9942471, P = 4.5 × 10-8) associated with microalbuminuria in European T2D case subjects. However, no replication of this signal was observed in Asian subjects with T2D or in the equivalent T1D analysis. There was only limited support, in this substantially enlarged analysis, for association at previously reported DKD signals, except for those at UMOD and PRKAG2, both associated with estimated glomerular filtration rate. We conclude that, despite challenges in addressing phenotypic heterogeneity, access to increased sample sizes will continue to provide more robust inference regarding risk variant discovery for DKD. ASTAR (Agency for Sci., Tech. and Research, S’pore) NMRC (Natl Medical Research Council, S’pore)

34. Discovery of rare variants associated with blood pressure regulation through meta-analysis of 1.3 million individuals

Author

Surendran, Praveen, Feofanova, Elena V, Lahrouchi, Najim, Ntalla, Ioanna, Karthikeyan, Savita, Cook, James, Chen, Lingyan, Mifsud, Borbala, Yao, Chen, Kraja, Aldi T, Cartwright, James H, Hellwege, Jacklyn N, Giri, Ayush, Tragante, Vinicius, Thorleifsson, Gudmar, Liu, Dajiang J, Prins, Bram P, Stewart, Isobel D, Cabrera, Claudia P, Eales, James M, Akbarov, Artur, Auer, Paul L, Bielak, Lawrence F, Bis, Joshua C, Braithwaite, Vickie S, Brody, Jennifer A, Daw, E Warwick, Warren, Helen R, Drenos, Fotios, Nielsen, Sune Fallgaard, Faul, Jessica D, Fauman, Eric B, Fava, Cristiano, Ferreira, Teresa, Foley, Christopher N, Franceschini, Nora, Gao, He, Giannakopoulou, Olga, Giulianini, Franco, Gudbjartsson, Daniel F, Guo, Xiuqing, Harris, Sarah E, Havulinna, Aki S, Helgadottir, Anna, Huffman, Jennifer E, Hwang, Shih-Jen, Kanoni, Stavroula, Kontto, Jukka, Larson, Martin G, Li-Gao, Ruifang, Lindström, Jaana, Lotta, Luca A, Lu, Yingchang, Luan, Jian'an, Mahajan, Anubha, Malerba, Giovanni, Masca, Nicholas GD, Mei, Hao, Menni, Cristina, Mook-Kanamori, Dennis O, Mosen-Ansorena, David, Müller-Nurasyid, Martina, Paré, Guillaume, Paul, Dirk S, Perola, Markus, Poveda, Alaitz, Rauramaa, Rainer, Richard, Melissa, Richardson, Tom G, Sepúlveda, Nuno, Sim, Xueling, Smith, Albert V, Smith, Jennifer A, Staley, James R, Stanáková, Alena, Sulem, Patrick, Thériault, Sébastien, Thorsteinsdottir, Unnur, Trompet, Stella, Varga, Tibor V, Velez Edwards, Digna R, Veronesi, Giovanni, Weiss, Stefan, Willems, Sara M, Yao, Jie, Young, Robin, Yu, Bing, Zhang, Weihua, Zhao, Jing-Hua, Zhao, Wei, Evangelou, Evangelos, Aeschbacher, Stefanie, Asllanaj, Eralda, Blankenberg, Stefan, Bonnycastle, Lori L, Bork-Jensen, Jette, Brandslund, Ivan, Braund, Peter S, Burgess, Stephen, Cho, Kelly, Christensen, Cramer, Connell, John, Mutsert, Renée De, Dominiczak, Anna F, Dörr, Marcus, Eiriksdottir, Gudny, Farmaki, Aliki-Eleni, Gaziano, J Michael, Grarup, Niels, Grove, Megan L, Hallmans, Göran, Hansen, Torben, Have, Christian T, Heiss, Gerardo, Jørgensen, Marit E, Jousilahti, Pekka, Kajantie, Eero, Kamat, Mihir, Käräjämäki, AnneMari, Karpe, Fredrik, Koistinen, Heikki A, Kovesdy, Csaba P, Kuulasmaa, Kari, Laatikainen, Tiina, Lannfelt, Lars, Lee, I-Te, Lee, Wen-Jane, LifeLines Cohort Study, Linneberg, Allan, Martin, Lisa W, Moitry, Marie, Nadkarni, Girish, Neville, Matt J, Palmer, Colin NA, Papanicolaou, George J, Pedersen, Oluf, Peters, James, Poulter, Neil, Rasheed, Asif, Rasmussen, Katrine L, Rayner, N William, Mägi, Reedik, Renström, Frida, Rettig, Rainer, Rossouw, Jacques, Schreiner, Pamela J, Sever, Peter S, Sigurdsson, Emil L, Skaaby, Tea, Sun, Yan V, Sundstrom, Johan, Thorgeirsson, Gudmundur, Esko, Tõnu, Trabetti, Elisabetta, Tsao, Philip S, Tuomi, Tiinamaija, Turner, Stephen T, Tzoulaki, Ioanna, Vaartjes, Ilonca, Vergnaud, Anne-Claire, Willer, Cristen J, Wilson, Peter WF, Witte, Daniel R, Yonova-Doing, Ekaterina, Zhang, He, Aliya, Naheed, Almgren, Peter, Amouyel, Philippe, Asselbergs, Folkert W, Barnes, Michael R, Blakemore, Alexandra I, Boehnke, Michael, Bots, Michiel L, Bottinger, Erwin P, Buring, Julie E, Chambers, John C, Chen, Yii-Der Ida, Chowdhury, Rajiv, Conen, David, Correa, Adolfo, Davey Smith, George, Boer, Rudolf A De, Deary, Ian J, Dedoussis, George, Deloukas, Panos, Di Angelantonio, Emanuele, Elliott, Paul, EPIC-CVD, EPIC-InterAct, Felix, Stephan B, Ferrières, Jean, Ford, Ian, Fornage, Myriam, Franks, Paul W, Franks, Stephen, Frossard, Philippe, Gambaro, Giovanni, Gaunt, Tom R, Groop, Leif, Gudnason, Vilmundur, Harris, Tamara B, Hayward, Caroline, Hennig, Branwen J, Herzig, Karl-Heinz, Ingelsson, Erik, Tuomilehto, Jaakko, Järvelin, Marjo-Riitta, Jukema, J Wouter, Kardia, Sharon LR, Kee, Frank, Kooner, Jaspal S, Kooperberg, Charles, Launer, Lenore J, Lind, Lars, Loos, Ruth JF, Majumder, Abdulla Al Shafi, Laakso, Markku, McCarthy, Mark I, Melander, Olle, Mohlke, Karen L, Murray, Alison D, Nordestgaard, Børge Grønne, Orho-Melander, Marju, Packard, Chris J, Padmanabhan, Sandosh, Palmas, Walter, Polasek, Ozren, Porteous, David J, Prentice, Andrew M, Province, Michael A, Relton, Caroline L, Rice, Kenneth, Ridker, Paul M, Rolandsson, Olov, Rosendaal, Frits R, Rotter, Jerome I, Rudan, Igor, Salomaa, Veikko, Samani, Nilesh J, Sattar, Naveed, Sheu, Wayne H-H, Smith, Blair H, Soranzo, Nicole, Spector, Timothy D, Starr, John M, Sebert, Sylvain, Taylor, Kent D, Lakka, Timo A, Timpson, Nicholas J, Tobin, Martin D, Understanding Society Scientific Group, Van Der Harst, Pim, Van Der Meer, Peter, Ramachandran, Vasan S, Verweij, Niek, Virtamo, Jarmo, Völker, Uwe, Weir, David R, Zeggini, Eleftheria, Charchar, Fadi J, Million Veteran Program, Wareham, Nicholas J, Langenberg, Claudia, Tomaszewski, Maciej, Butterworth, Adam S, Caulfield, Mark J, Danesh, John, Edwards, Todd L, Holm, Hilma, Hung, Adriana M, Lindgren, Cecilia M, Liu, Chunyu, Manning, Alisa K, Morris, Andrew P, Morrison, Alanna C, O'Donnell, Christopher J, Psaty, Bruce M, Saleheen, Danish, Stefansson, Kari, Boerwinkle, Eric, Chasman, Daniel I, Levy, Daniel, Newton-Cheh, Christopher, Munroe, Patricia B, and Howson, Joanna MM

Subjects
Gene Frequency, Genotype, GATA5 Transcription Factor, Hypertension, Mutation, Phospholipase C beta, Humans, Blood Pressure, Genetic Predisposition to Disease, Polymorphism, Single Nucleotide, 3. Good health, Genome-Wide Association Study
Abstract

Genetic studies of blood pressure (BP) to date have mainly analyzed common variants (minor allele frequency > 0.05). In a meta-analysis of up to ~1.3 million participants, we discovered 106 new BP-associated genomic regions and 87 rare (minor allele frequency ≤ 0.01) variant BP associations (P < 5 × 10-8), of which 32 were in new BP-associated loci and 55 were independent BP-associated single-nucleotide variants within known BP-associated regions. Average effects of rare variants (44% coding) were ~8 times larger than common variant effects and indicate potential candidate causal genes at new and known loci (for example, GATA5 and PLCB3). BP-associated variants (including rare and common) were enriched in regions of active chromatin in fetal tissues, potentially linking fetal development with BP regulation in later life. Multivariable Mendelian randomization suggested possible inverse effects of elevated systolic and diastolic BP on large artery stroke. Our study demonstrates the utility of rare-variant analyses for identifying candidate genes and the results highlight potential therapeutic targets.

35. Sequence data and association statistics from 12,940 type 2 diabetes cases and controls

Author

Flannick, Jason, Fuchsberger, Christian, Mahajan, Anubha, Teslovich, Tanya M, Agarwala, Vineeta, Gaulton, Kyle J, Caulkins, Lizz, Koesterer, Ryan, Ma, Clement, Moutsianas, Loukas, McCarthy, Davis J, Rivas, Manuel A, Perry, John RB, Sim, Xueling, Blackwell, Thomas W, Robertson, Neil R, Rayner, N William, Cingolani, Pablo, Locke, Adam E, Tajes, Juan Fernandez, Highland, Heather M, Dupuis, Josee, Chines, Peter S, Lindgren, Cecilia M, Hartl, Christopher, Jackson, Anne U, Chen, Han, Huyghe, Jeroen R, Van De Bunt, Martijn, Pearson, Richard D, Kumar, Ashish, Müller-Nurasyid, Martina, Grarup, Niels, Stringham, Heather M, Gamazon, Eric R, Lee, Jaehoon, Chen, Yuhui, Scott, Robert A, Below, Jennifer E, Chen, Peng, Huang, Jinyan, Go, Min Jin, Stitzel, Michael L, Pasko, Dorota, Parker, Stephen CJ, Varga, Tibor V, Green, Todd, Beer, Nicola L, Day-Williams, Aaron G, Ferreira, Teresa, Fingerlin, Tasha, Horikoshi, Momoko, Hu, Cheng, Huh, Iksoo, Ikram, Mohammad Kamran, Kim, Bong-Jo, Kim, Yongkang, Kim, Young Jin, Kwon, Min-Seok, Lee, Juyoung, Lee, Selyeong, Lin, Keng-Han, Maxwell, Taylor J, Nagai, Yoshihiko, Wang, Xu, Welch, Ryan P, Yoon, Joon, Zhang, Weihua, Barzilai, Nir, Voight, Benjamin F, Han, Bok-Ghee, Jenkinson, Christopher P, Kuulasmaa, Teemu, Kuusisto, Johanna, Manning, Alisa, Ng, Maggie CY, Palmer, Nicholette D, Balkau, Beverley, Stančáková, Alena, Abboud, Hanna E, Boeing, Heiner, Giedraitis, Vilmantas, Prabhakaran, Dorairaj, Gottesman, Omri, Scott, James, Carey, Jason, Kwan, Phoenix, Grant, George, Smith, Joshua D, Neale, Benjamin M, Purcell, Shaun, Butterworth, Adam S, Howson, Joanna MM, Lee, Heung Man, Lu, Yingchang, Kwak, Soo-Heon, Zhao, Wei, Danesh, John, Lam, Vincent KL, Park, Kyong Soo, Saleheen, Danish, So, Wing Yee, Tam, Claudia HT, Afzal, Uzma, Aguilar, David, Arya, Rector, Aung, Tin, Chan, Edmund, Navarro, Carmen, Cheng, Ching-Yu, Palli, Domenico, Correa, Adolfo, Curran, Joanne E, Rybin, Dennis, Farook, Vidya S, Fowler, Sharon P, Freedman, Barry I, Griswold, Michael, Hale, Daniel Esten, Hicks, Pamela J, Khor, Chiea-Chuen, Kumar, Satish, Lehne, Benjamin, Thuillier, Dorothée, Lim, Wei Yen, Liu, Jianjun, Loh, Marie, Musani, Solomon K, Puppala, Sobha, Scott, William R, Yengo, Loïc, Tan, Sian-Tsung, Taylor, Herman A, Thameem, Farook, Wilson, Gregory, Wong, Tien Yin, Njølstad, Pål Rasmus, Levy, Jonathan C, Mangino, Massimo, Bonnycastle, Lori L, Schwarzmayr, Thomas, Fadista, João, Surdulescu, Gabriela L, Herder, Christian, Groves, Christopher J, Wieland, Thomas, Bork-Jensen, Jette, Brandslund, Ivan, Christensen, Cramer, Koistinen, Heikki A, Doney, Alex SF, Kinnunen, Leena, Esko, Tõnu, Farmer, Andrew J, Hakaste, Liisa, Hodgkiss, Dylan, Kravic, Jasmina, Lyssenko, Valeri, Hollensted, Mette, Jørgensen, Marit E, Jørgensen, Torben, Ladenvall, Claes, Justesen, Johanne Marie, Käräjämäki, Annemari, Kriebel, Jennifer, Rathmann, Wolfgang, Lannfelt, Lars, Lauritzen, Torsten, Narisu, Narisu, Linneberg, Allan, Melander, Olle, Milani, Lili, Neville, Matt, Orho-Melander, Marju, Qi, Lu, Qi, Qibin, Roden, Michael, Rolandsson, Olov, Swift, Amy, Rosengren, Anders H, Stirrups, Kathleen, Wood, Andrew R, Mihailov, Evelin, Blancher, Christine, Carneiro, Mauricio O, Maguire, Jared, Poplin, Ryan, Shakir, Khalid, Fennell, Timothy, DePristo, Mark, De Angelis, Martin Hrabé, Deloukas, Panos, Gjesing, Anette P, Jun, Goo, Nilsson, Peter, Murphy, Jacquelyn, Onofrio, Robert, Thorand, Barbara, Hansen, Torben, Meisinger, Christa, Hu, Frank B, Isomaa, Bo, Karpe, Fredrik, Liang, Liming, Peters, Annette, Huth, Cornelia, O'Rahilly, Stephen P, Palmer, Colin NA, Pedersen, Oluf, Rauramaa, Rainer, Tuomilehto, Jaakko, Salomaa, Veikko, Watanabe, Richard M, Syvänen, Ann-Christine, Bergman, Richard N, Bharadwaj, Dwaipayan, Bottinger, Erwin P, Cho, Yoon Shin, Chandak, Giriraj R, Chan, Juliana Cn, Chia, Kee Seng, Daly, Mark J, Ebrahim, Shah B, Langenberg, Claudia, Elliott, Paul, Jablonski, Kathleen A, Lehman, Donna M, Jia, Weiping, Ma, Ronald CW, Pollin, Toni I, Sandhu, Manjinder, Tandon, Nikhil, Froguel, Philippe, Barroso, Inês, Teo, Yik Ying, Zeggini, Eleftheria, Loos, Ruth JF, Small, Kerrin S, Ried, Janina S, DeFronzo, Ralph A, Grallert, Harald, Glaser, Benjamin, Metspalu, Andres, Wareham, Nicholas J, Walker, Mark, Banks, Eric, Gieger, Christian, Ingelsson, Erik, Im, Hae Kyung, Illig, Thomas, Franks, Paul W, Buck, Gemma, Trakalo, Joseph, Buck, David, Prokopenko, Inga, Mägi, Reedik, Lind, Lars, Farjoun, Yossi, Owen, Katharine R, Gloyn, Anna L, Strauch, Konstantin, Tuomi, Tiinamaija, Kooner, Jaspal Singh, Lee, Jong-Young, Park, Taesung, Donnelly, Peter, Morris, Andrew D, Hattersley, Andrew T, Bowden, Donald W, Collins, Francis S, Atzmon, Gil, Chambers, John C, Spector, Timothy D, Laakso, Markku, Strom, Tim M, Bell, Graeme I, Blangero, John, Duggirala, Ravindranath, Tai, E Shyong, McVean, Gilean, Hanis, Craig L, Wilson, James G, Seielstad, Mark, Frayling, Timothy M, Meigs, James B, Cox, Nancy J, Sladek, Rob, Lander, Eric S, Gabriel, Stacey, Mohlke, Karen L, Meitinger, Thomas, Groop, Leif, Abecasis, Goncalo, Scott, Laura J, Morris, Andrew P, Kang, Hyun Min, Altshuler, David, Burtt, Noël P, Florez, Jose C, Boehnke, Michael, and McCarthy, Mark I

Subjects
Diabetes Mellitus, Type 2, Genetic Variation, Humans, White People, 3. Good health
Abstract

To investigate the genetic basis of type 2 diabetes (T2D) to high resolution, the GoT2D and T2D-GENES consortia catalogued variation from whole-genome sequencing of 2,657 European individuals and exome sequencing of 12,940 individuals of multiple ancestries. Over 27M SNPs, indels, and structural variants were identified, including 99% of low-frequency (minor allele frequency [MAF] 0.1-5%) non-coding variants in the whole-genome sequenced individuals and 99.7% of low-frequency coding variants in the whole-exome sequenced individuals. Each variant was tested for association with T2D in the sequenced individuals, and, to increase power, most were tested in larger numbers of individuals (>80% of low-frequency coding variants in ~82 K Europeans via the exome chip, and ~90% of low-frequency non-coding variants in ~44 K Europeans via genotype imputation). The variants, genotypes, and association statistics from these analyses provide the largest reference to date of human genetic information relevant to T2D, for use in activities such as T2D-focused genotype imputation, functional characterization of variants or genes, and other novel analyses to detect associations between sequence variation and T2D.

36. Trans-ancestry meta-analyses identify rare and common variants associated with blood pressure and hypertension

Author

Surendran, Praveen, Drenos, Fotios, Young, Robin, Warren, Helen, Cook, James P, Manning, Alisa K, Grarup, Niels, Sim, Xueling, Barnes, Daniel R, Witkowska, Kate, Staley, James R, Tragante, Vinicius, Tukiainen, Taru, Yaghootkar, Hanieh, Masca, Nicholas, Freitag, Daniel F, Ferreira, Teresa, Giannakopoulou, Olga, Tinker, Andrew, Harakalova, Magdalena, Mihailov, Evelin, Liu, Chunyu, Kraja, Aldi T, Fallgaard Nielsen, Sune, Rasheed, Asif, Samuel, Maria, Zhao, Wei, Bonnycastle, Lori L, Jackson, Anne U, Narisu, Narisu, Swift, Amy J, Southam, Lorraine, Marten, Jonathan, Huyghe, Jeroen R, Stančáková, Alena, Fava, Cristiano, Ohlsson, Therese, Matchan, Angela, Stirrups, Kathleen E, Bork-Jensen, Jette, Gjesing, Anette P, Kontto, Jukka, Perola, Markus, Shaw-Hawkins, Susan, Havulinna, Aki S, Zhang, He, Donnelly, Louise A, Groves, Christopher J, Rayner, N William, Neville, Matt J, Robertson, Neil R, Yiorkas, Andrianos M, Herzig, Karl-Heinz, Kajantie, Eero, Zhang, Weihua, Willems, Sara M, Lannfelt, Lars, Malerba, Giovanni, Soranzo, Nicole, Trabetti, Elisabetta, Verweij, Niek, Evangelou, Evangelos, Moayyeri, Alireza, Vergnaud, Anne-Claire, Nelson, Christopher P, Poveda, Alaitz, Varga, Tibor V, Caslake, Muriel, De Craen, Anton Jm, Trompet, Stella, Luan, Jian'an, Scott, Robert A, Harris, Sarah E, Liewald, David Cm, Marioni, Riccardo, Menni, Cristina, Farmaki, Aliki-Eleni, Hallmans, Göran, Renström, Frida, Huffman, Jennifer E, Hassinen, Maija, Burgess, Stephen, Vasan, Ramachandran S, Felix, Janine F, CHARGE-Heart Failure Consortium, Uria-Nickelsen, Maria, Malarstig, Anders, Reily, Dermot F, Hoek, Maarten, Vogt, Thomas, Lin, Honghuang, Lieb, Wolfgang, EchoGen Consortium, Traylor, Matthew, Markus, Hugh F, METASTROKE Consortium, Highland, Heather M, Justice, Anne E, Marouli, Eirini, GIANT Consortium, Lindström, Jaana, Uusitupa, Matti, Komulainen, Pirjo, Lakka, Timo A, Rauramaa, Rainer, Polasek, Ozren, Rudan, Igor, Rolandsson, Olov, Franks, Paul W, Dedoussis, George, Spector, Timothy D, EPIC-InterAct Consortium, Jousilahti, Pekka, Männistö, Satu, Deary, Ian J, Starr, John M, Langenberg, Claudia, Wareham, Nick J, Brown, Morris J, Dominiczak, Anna F, Connell, John M, Jukema, J Wouter, Sattar, Naveed, Ford, Ian, Packard, Chris J, Esko, Tõnu, Mägi, Reedik, Metspalu, Andres, De Boer, Rudolf A, Van Der Meer, Peter, Van Der Harst, Pim, Lifelines Cohort Study, Gambaro, Giovanni, Ingelsson, Erik, Lind, Lars, De Bakker, Paul Iw, Numans, Mattijs E, Brandslund, Ivan, Christensen, Cramer, Petersen, Eva Rb, Korpi-Hyövälti, Eeva, Oksa, Heikki, Chambers, John C, Kooner, Jaspal S, Blakemore, Alexandra If, Franks, Steve, Jarvelin, Marjo-Riitta, Husemoen, Lise L, Linneberg, Allan, Skaaby, Tea, Thuesen, Betina, Karpe, Fredrik, Tuomilehto, Jaakko, Doney, Alex Sf, Morris, Andrew D, Palmer, Colin Na, Holmen, Oddgeir Lingaas, Hveem, Kristian, Willer, Cristen J, Tuomi, Tiinamaija, Groop, Leif, Käräjämäki, AnneMari, Palotie, Aarno, Ripatti, Samuli, Salomaa, Veikko, Alam, Dewan S, Shafi Majumder, Abdulla Al, Di Angelantonio, Emanuele, Chowdhury, Rajiv, McCarthy, Mark I, Poulter, Neil, Stanton, Alice V, Sever, Peter, Amouyel, Philippe, Arveiler, Dominique, Blankenberg, Stefan, Ferrières, Jean, Kee, Frank, Kuulasmaa, Kari, Müller-Nurasyid, Martina, Veronesi, Giovanni, Virtamo, Jarmo, Deloukas, Panos, Wellcome Trust Case Control Consortium, Elliott, Paul, Understanding Society Scientific Group, Zeggini, Eleftheria, Kathiresan, Sekar, Melander, Olle, Kuusisto, Johanna, Laakso, Markku, Padmanabhan, Sandosh, Porteous, David, Hayward, Caroline, Scotland, Generation, Collins, Francis S, Mohlke, Karen L, Hansen, Torben, Pedersen, Oluf, Boehnke, Michael, Stringham, Heather M, EPIC-CVD Consortium, Frossard, Philippe, Newton-Cheh, Christopher, CHARGE+ Exome Chip Blood Pressure Consortium, Tobin, Martin D, Nordestgaard, Børge Grønne, T2D-GENES Consortium, GoT2DGenes Consortium, ExomeBP Consortium, CHD Exome+ Consortium, Caulfield, Mark J, Mahajan, Anubha, Morris, Andrew P, Tomaszewski, Maciej, Samani, Nilesh J, Saleheen, Danish, Asselbergs, Folkert W, Lindgren, Cecilia M, Danesh, John, Wain, Louise V, Butterworth, Adam S, Howson, Joanna Mm, and Munroe, Patricia B

Subjects
Genotype, Hypertension, Genetic Variation, Humans, Blood Pressure, Genetic Predisposition to Disease, 3. Good health, Genome-Wide Association Study
Abstract

High blood pressure is a major risk factor for cardiovascular disease and premature death. However, there is limited knowledge on specific causal genes and pathways. To better understand the genetics of blood pressure, we genotyped 242,296 rare, low-frequency and common genetic variants in up to 192,763 individuals and used ∼155,063 samples for independent replication. We identified 30 new blood pressure- or hypertension-associated genetic regions in the general population, including 3 rare missense variants in RBM47, COL21A1 and RRAS with larger effects (>1.5 mm Hg/allele) than common variants. Multiple rare nonsense and missense variant associations were found in A2ML1, and a low-frequency nonsense variant in ENPEP was identified. Our data extend the spectrum of allelic variation underlying blood pressure traits and hypertension, provide new insights into the pathophysiology of hypertension and indicate new targets for clinical intervention.

37. Trans-ancestry meta-analyses identify rare and common variants associated with blood pressure and hypertension

Author

Mägi, Reedik, Dedoussis, George, Ohlsson, Therese, Frossard, Philippe, Scott, Robert A., Komulainen, Pirjo, Warren, Helen, Nelson, Christopher P., Lind, Lars, Kuusisto, Johanna, Holmen, Oddgeir Lingaas, Langenberg, Claudia, Swift, Amy J., Herzig, Karl-Heinz, Burgess, Stephen, Alam, Dewan S., Moayyeri, Alireza, Traylor, Matthew, Cook, James P., Verweij, Niek, Young, Robin, Franks, Steve, Trompet, Stella, Van Der Meer, Peter, Gambaro, Giovanni, Linneberg, Allan, Boehnke, Michael, Lakka, Timo A., Stančáková, Alena, Surendran, Praveen, Malerba, Giovanni, Oksa, Heikki, Padmanabhan, Sandosh, Howson, Joanna M. M., Butterworth, Adam S., Zhang, He, Hansen, Torben, Karpe, Fredrik, De Boer, Rudolf A., Kathiresan, Sekar, Poveda, Alaitz, Collins, Francis S., Tuomilehto, Jaakko, Veronesi, Giovanni, Tukiainen, Taru, Lin, Honghuang, Majumder, Abdulla Al Shafi, Hallmans, Göran, Groop, Leif, Morris, Andrew D., Rudan, Igor, Varga, Tibor V, Brown, Morris J., Zeggini, Eleftheria, Mohlke, Karen L., Käräjämäki, Annemari, Christensen, Cramer, Huyghe, Jeroen R., Hoek, Maarten, Pedersen, Oluf, Donnelly, Louise A., Harris, Sarah E., Yiorkas, Andrianos M., Deloukas, Panos, Thuesen, Betina, Ford, Ian, Rauramaa, Rainer, Lindström, Jaana, Zhang, Weihua, Trabetti, Elisabetta, Vasan, Ramachandran S., Reilly, Dermot F., Nielsen, Sune Fallgaard, Deary, Ian J., Metspalu, Andres, Stirrups, Kathleen E., Witkowska, Kate, Perola, Markus, Palotie, Aarno, Tinker, Andrew, Amouyel, Philippe, Masca, Nicholas, Nordestgaard, Børge Grønne, Staley, James R., Ferreira, Teresa, Tuomi, Tiinamaija, Matchan, Angela, Hayward, Caroline, Marten, Jonathan, Chowdhury, Rajiv, Samuel, Maria, Markus, Hugh S., Kooner, Jaspal S., Farmaki, Aliki-Eleni, Wareham, Nick J., Kee, Frank, Southam, Lorraine, McCarthy, Mark I., Sever, Peter, Mahajan, Anubha, Starr, John M., Rasheed, Asif, Marioni, Riccardo, Gjesing, Anette P., Manning, Alisa K., Liu, Chunyu, Ferrières, Jean, Kontto, Jukka, Stringham, Heather M., Morris, Andrew P., Newton-Cheh, Christopher, Korpi-Hyövälti, Eeva, Doney, Alex S. F., Laakso, Markku, Fava, Cristiano, Uria-Nickelsen, Maria, Palmer, Colin N. A., Arveiler, Dominique, Ripatti, Samuli, Connell, John M., Narisu, Narisu, Willer, Cristen J., Evangelou, Evangelos, Renström, Frida, Liewald, David C. M., Sim, Xueling, Menni, Cristina, Felix, Janine F., Jarvelin, Marjo-Riitta, Giannakopoulou, Olga, Mihailov, Evelin, Sattar, Naveed, Tobin, Martin D., Salomaa, Veikko, Wain, Louise V., Lieb, Wolfgang, Highland, Heather M., Saleheen, Danish, Di Angelantonio, Emanuele, Kajantie, Eero, Blakemore, Alexandra I. F., Virtamo, Jarmo, Skaaby, Tea, Chambers, John C., Männistö, Satu, Jousilahti, Pekka, Malarstig, Anders, Lindgren, Cecilia M., Bonnycastle, Lori L., Munroe, Patricia B., Melander, Olle, Asselbergs, Folkert W., Robertson, Neil R., Caulfield, Mark J., Uusitupa, Matti, Spector, Timothy D., Rolandsson, Olov, Tragante, Vinicius, Shaw-Hawkins, Susan, Van Der Harst, Pim, Marouli, Eirini, Freitag, Daniel F., Vogt, Thomas F., Porteous, David J., Samani, Nilesh J., Neville, Matt J., Jukema, J Wouter, Polasek, Ozren, Bork-Jensen, Jette, Franks, Paul W., Grarup, Niels, Brandslund, Ivan, Havulinna, Aki S., Esko, Tõnu, Blankenberg, Stefan, Vergnaud, Anne-Claire, Huffman, Jennifer E., Caslake, Muriel, Scotland, Generation, Rayner, N William, Jackson, Anne U., Packard, Chris J., Hveem, Kristian, Barnes, Daniel R., Soranzo, Nicole, Lannfelt, Lars, Harakalova, Magdalena, De Craen, Anton J. M., Tomaszewski, Maciej, Kuulasmaa, Kari, Elliott, Paul, Stanton, Alice V., Willems, Sara M., De Bakker, Paul I. W., Justice, Anne E., Husemoen, Lise L., Luan, Jian'An, Drenos, Fotios, Müller-Nurasyid, Martina, Petersen, Eva R. B., Zhao, Wei, Kraja, Aldi T., Dominiczak, Anna F., Ingelsson, Erik, Poulter, Neil, Hassinen, Maija, Groves, Christopher J., Danesh, John, Numans, Mattijs E., and Yaghootkar, Hanieh

Subjects
3. Good health
Abstract

High blood pressure is a major risk factor for cardiovascular disease and premature death. However, there is limited knowledge on specific causal genes and pathways. To better understand the genetics of blood pressure, we genotyped 242,296 rare, low-frequency and common genetic variants in up to ~192,000 individuals, and used ~155,063 samples for independent replication. We identified 31 novel blood pressure or hypertension associated genetic regions in the general population, including three rare missense variants in RBM47, COL21A1 and RRAS with larger effects (>1.5mmHg/allele) than common variants. Multiple rare, nonsense and missense variant associations were found in A2ML1 and a low-frequency nonsense variant in ENPEP was identified. Our data extend the spectrum of allelic variation underlying blood pressure traits and hypertension, provide new insights into the pathophysiology of hypertension and indicate new targets for clinical intervention.

38. Discovery of rare variants associated with blood pressure regulation through meta-analysis of 1.3 million individuals.

Author

Surendran P, Feofanova EV, Lahrouchi N, Ntalla I, Karthikeyan S, Cook J, Chen L, Mifsud B, Yao C, Kraja AT, Cartwright JH, Hellwege JN, Giri A, Tragante V, Thorleifsson G, Liu DJ, Prins BP, Stewart ID, Cabrera CP, Eales JM, Akbarov A, Auer PL, Bielak LF, Bis JC, Braithwaite VS, Brody JA, Daw EW, Warren HR, Drenos F, Nielsen SF, Faul JD, Fauman EB, Fava C, Ferreira T, Foley CN, Franceschini N, Gao H, Giannakopoulou O, Giulianini F, Gudbjartsson DF, Guo X, Harris SE, Havulinna AS, Helgadottir A, Huffman JE, Hwang SJ, Kanoni S, Kontto J, Larson MG, Li-Gao R, Lindström J, Lotta LA, Lu Y, Luan J, Mahajan A, Malerba G, Masca NGD, Mei H, Menni C, Mook-Kanamori DO, Mosen-Ansorena D, Müller-Nurasyid M, Paré G, Paul DS, Perola M, Poveda A, Rauramaa R, Richard M, Richardson TG, Sepúlveda N, Sim X, Smith AV, Smith JA, Staley JR, Stanáková A, Sulem P, Thériault S, Thorsteinsdottir U, Trompet S, Varga TV, Velez Edwards DR, Veronesi G, Weiss S, Willems SM, Yao J, Young R, Yu B, Zhang W, Zhao JH, Zhao W, Zhao W, Evangelou E, Aeschbacher S, Asllanaj E, Blankenberg S, Bonnycastle LL, Bork-Jensen J, Brandslund I, Braund PS, Burgess S, Cho K, Christensen C, Connell J, Mutsert R, Dominiczak AF, Dörr M, Eiriksdottir G, Farmaki AE, Gaziano JM, Grarup N, Grove ML, Hallmans G, Hansen T, Have CT, Heiss G, Jørgensen ME, Jousilahti P, Kajantie E, Kamat M, Käräjämäki A, Karpe F, Koistinen HA, Kovesdy CP, Kuulasmaa K, Laatikainen T, Lannfelt L, Lee IT, Lee WJ, Linneberg A, Martin LW, Moitry M, Nadkarni G, Neville MJ, Palmer CNA, Papanicolaou GJ, Pedersen O, Peters J, Poulter N, Rasheed A, Rasmussen KL, Rayner NW, Mägi R, Renström F, Rettig R, Rossouw J, Schreiner PJ, Sever PS, Sigurdsson EL, Skaaby T, Sun YV, Sundstrom J, Thorgeirsson G, Esko T, Trabetti E, Tsao PS, Tuomi T, Turner ST, Tzoulaki I, Vaartjes I, Vergnaud AC, Willer CJ, Wilson PWF, Witte DR, Yonova-Doing E, Zhang H, Aliya N, Almgren P, Amouyel P, Asselbergs FW, Barnes MR, Blakemore AI, Boehnke M, Bots ML, Bottinger EP, Buring JE, Chambers JC, Chen YI, Chowdhury R, Conen D, Correa A, Davey Smith G, Boer RA, Deary IJ, Dedoussis G, Deloukas P, Di Angelantonio E, Elliott P, Felix SB, Ferrières J, Ford I, Fornage M, Franks PW, Franks S, Frossard P, Gambaro G, Gaunt TR, Groop L, Gudnason V, Harris TB, Hayward C, Hennig BJ, Herzig KH, Ingelsson E, Tuomilehto J, Järvelin MR, Jukema JW, Kardia SLR, Kee F, Kooner JS, Kooperberg C, Launer LJ, Lind L, Loos RJF, Majumder AAS, Laakso M, McCarthy MI, Melander O, Mohlke KL, Murray AD, Nordestgaard BG, Orho-Melander M, Packard CJ, Padmanabhan S, Palmas W, Polasek O, Porteous DJ, Prentice AM, Province MA, Relton CL, Rice K, Ridker PM, Rolandsson O, Rosendaal FR, Rotter JI, Rudan I, Salomaa V, Samani NJ, Sattar N, Sheu WH, Smith BH, Soranzo N, Spector TD, Starr JM, Sebert S, Taylor KD, Lakka TA, Timpson NJ, Tobin MD, van der Harst P, van der Meer P, Ramachandran VS, Verweij N, Virtamo J, Völker U, Weir DR, Zeggini E, Charchar FJ, Wareham NJ, Langenberg C, Tomaszewski M, Butterworth AS, Caulfield MJ, Danesh J, Edwards TL, Holm H, Hung AM, Lindgren CM, Liu C, Manning AK, Morris AP, Morrison AC, O'Donnell CJ, Psaty BM, Saleheen D, Stefansson K, Boerwinkle E, Chasman DI, Levy D, Newton-Cheh C, Munroe PB, and Howson JMM

Subjects
GATA5 Transcription Factor genetics, Genome-Wide Association Study, Genotype, Humans, Mutation genetics, Phospholipase C beta genetics, Polymorphism, Single Nucleotide genetics, Blood Pressure genetics, Gene Frequency genetics, Genetic Predisposition to Disease genetics, Hypertension genetics
Abstract

Genetic studies of blood pressure (BP) to date have mainly analyzed common variants (minor allele frequency > 0.05). In a meta-analysis of up to ~1.3 million participants, we discovered 106 new BP-associated genomic regions and 87 rare (minor allele frequency ≤ 0.01) variant BP associations (P < 5 × 10 -8 ), of which 32 were in new BP-associated loci and 55 were independent BP-associated single-nucleotide variants within known BP-associated regions. Average effects of rare variants (44% coding) were ~8 times larger than common variant effects and indicate potential candidate causal genes at new and known loci (for example, GATA5 and PLCB3). BP-associated variants (including rare and common) were enriched in regions of active chromatin in fetal tissues, potentially linking fetal development with BP regulation in later life. Multivariable Mendelian randomization suggested possible inverse effects of elevated systolic and diastolic BP on large artery stroke. Our study demonstrates the utility of rare-variant analyses for identifying candidate genes and the results highlight potential therapeutic targets.

Published
2020
Full Text
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39. Trans-ancestry meta-analyses identify rare and common variants associated with blood pressure and hypertension.

Author

Surendran P, Drenos F, Young R, Warren H, Cook JP, Manning AK, Grarup N, Sim X, Barnes DR, Witkowska K, Staley JR, Tragante V, Tukiainen T, Yaghootkar H, Masca N, Freitag DF, Ferreira T, Giannakopoulou O, Tinker A, Harakalova M, Mihailov E, Liu C, Kraja AT, Fallgaard Nielsen S, Rasheed A, Samuel M, Zhao W, Bonnycastle LL, Jackson AU, Narisu N, Swift AJ, Southam L, Marten J, Huyghe JR, Stančáková A, Fava C, Ohlsson T, Matchan A, Stirrups KE, Bork-Jensen J, Gjesing AP, Kontto J, Perola M, Shaw-Hawkins S, Havulinna AS, Zhang H, Donnelly LA, Groves CJ, Rayner NW, Neville MJ, Robertson NR, Yiorkas AM, Herzig KH, Kajantie E, Zhang W, Willems SM, Lannfelt L, Malerba G, Soranzo N, Trabetti E, Verweij N, Evangelou E, Moayyeri A, Vergnaud AC, Nelson CP, Poveda A, Varga TV, Caslake M, de Craen AJ, Trompet S, Luan J, Scott RA, Harris SE, Liewald DC, Marioni R, Menni C, Farmaki AE, Hallmans G, Renström F, Huffman JE, Hassinen M, Burgess S, Vasan RS, Felix JF, Uria-Nickelsen M, Malarstig A, Reily DF, Hoek M, Vogt T, Lin H, Lieb W, Traylor M, Markus HF, Highland HM, Justice AE, Marouli E, Lindström J, Uusitupa M, Komulainen P, Lakka TA, Rauramaa R, Polasek O, Rudan I, Rolandsson O, Franks PW, Dedoussis G, Spector TD, Jousilahti P, Männistö S, Deary IJ, Starr JM, Langenberg C, Wareham NJ, Brown MJ, Dominiczak AF, Connell JM, Jukema JW, Sattar N, Ford I, Packard CJ, Esko T, Mägi R, Metspalu A, de Boer RA, van der Meer P, van der Harst P, Gambaro G, Ingelsson E, Lind L, de Bakker PI, Numans ME, Brandslund I, Christensen C, Petersen ER, Korpi-Hyövälti E, Oksa H, Chambers JC, Kooner JS, Blakemore AI, Franks S, Jarvelin MR, Husemoen LL, Linneberg A, Skaaby T, Thuesen B, Karpe F, Tuomilehto J, Doney AS, Morris AD, Palmer CN, Holmen OL, Hveem K, Willer CJ, Tuomi T, Groop L, Käräjämäki A, Palotie A, Ripatti S, Salomaa V, Alam DS, Shafi Majumder AA, Di Angelantonio E, Chowdhury R, McCarthy MI, Poulter N, Stanton AV, Sever P, Amouyel P, Arveiler D, Blankenberg S, Ferrières J, Kee F, Kuulasmaa K, Müller-Nurasyid M, Veronesi G, Virtamo J, Deloukas P, Elliott P, Zeggini E, Kathiresan S, Melander O, Kuusisto J, Laakso M, Padmanabhan S, Porteous D, Hayward C, Scotland G, Collins FS, Mohlke KL, Hansen T, Pedersen O, Boehnke M, Stringham HM, Frossard P, Newton-Cheh C, Tobin MD, Nordestgaard BG, Caulfield MJ, Mahajan A, Morris AP, Tomaszewski M, Samani NJ, Saleheen D, Asselbergs FW, Lindgren CM, Danesh J, Wain LV, Butterworth AS, Howson JM, and Munroe PB

Subjects
Genetic Predisposition to Disease, Genome-Wide Association Study, Genotype, Humans, Blood Pressure genetics, Genetic Variation, Hypertension genetics
Abstract

High blood pressure is a major risk factor for cardiovascular disease and premature death. However, there is limited knowledge on specific causal genes and pathways. To better understand the genetics of blood pressure, we genotyped 242,296 rare, low-frequency and common genetic variants in up to 192,763 individuals and used ∼155,063 samples for independent replication. We identified 30 new blood pressure- or hypertension-associated genetic regions in the general population, including 3 rare missense variants in RBM47, COL21A1 and RRAS with larger effects (>1.5 mm Hg/allele) than common variants. Multiple rare nonsense and missense variant associations were found in A2ML1, and a low-frequency nonsense variant in ENPEP was identified. Our data extend the spectrum of allelic variation underlying blood pressure traits and hypertension, provide new insights into the pathophysiology of hypertension and indicate new targets for clinical intervention., Competing Interests: Conflict of interests N. P. has received financial support from several pharmaceutical companies that manufacture either blood pressure lowering or lipid lowering agents, or both, and consultancy fees. S. K. has received Research Grant-Merck, Bayer, Aegerion; SAB-Catabasis, Regeneron Genetics Center, Merck, Celera; Equity-San Therapeutics, Catabasis; Consulting-Novartis, Aegerion, Bristol Myers-Squibb, Sanofi, AstraZeneca, Alnylam. P. Sever has received research awards from Pfizer Inc. A. Malarstig and M. Uria-Nickelsen are full time employees of Pfizer. D. Reily and M. Hoek are full time employees of Merck and co Inc. M.J. Caulfield is Chief Scientist for Genomics England a UK Government company. The authors declare no competing financial interest.

Published
2016
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