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The genetic architecture of type 2 diabetes
The genetic architecture of common traits, including the number, frequency, and effect sizes of inherited variants that contribute to individual risk, has been long debated. Genome-wide association studies have identified scores of common variants associated with type 2 diabetes, but in aggregate, t...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5034897/ https://www.ncbi.nlm.nih.gov/pubmed/27398621 http://dx.doi.org/10.1038/nature18642 |
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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, 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 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 |
author_facet | 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 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 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 |
author_sort | Fuchsberger, Christian |
collection | PubMed |
description | The genetic architecture of common traits, including the number, frequency, and effect sizes of inherited variants that contribute to individual risk, has been long debated. Genome-wide association studies have identified scores of common variants associated with type 2 diabetes, but in aggregate, these explain only a fraction of heritability. To test the hypothesis that lower-frequency variants explain much of the remainder, the GoT2D and T2D-GENES consortia performed whole genome sequencing in 2,657 Europeans with and without diabetes, and exome sequencing in a total of 12,940 subjects from five ancestral groups. To increase statistical power, we expanded sample size via genotyping and imputation in a further 111,548 subjects. Variants associated with type 2 diabetes after sequencing were overwhelmingly common and most fell within regions previously identified by genome-wide association studies. Comprehensive enumeration of sequence variation is necessary to identify functional alleles that provide important clues to disease pathophysiology, but large-scale sequencing does not support a major role for lower-frequency variants in predisposition to type 2 diabetes. |
format | Online Article Text |
id | pubmed-5034897 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
record_format | MEDLINE/PubMed |
spelling | pubmed-50348972017-02-04 The genetic architecture of type 2 diabetes 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 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 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 Nature Article The genetic architecture of common traits, including the number, frequency, and effect sizes of inherited variants that contribute to individual risk, has been long debated. Genome-wide association studies have identified scores of common variants associated with type 2 diabetes, but in aggregate, these explain only a fraction of heritability. To test the hypothesis that lower-frequency variants explain much of the remainder, the GoT2D and T2D-GENES consortia performed whole genome sequencing in 2,657 Europeans with and without diabetes, and exome sequencing in a total of 12,940 subjects from five ancestral groups. To increase statistical power, we expanded sample size via genotyping and imputation in a further 111,548 subjects. Variants associated with type 2 diabetes after sequencing were overwhelmingly common and most fell within regions previously identified by genome-wide association studies. Comprehensive enumeration of sequence variation is necessary to identify functional alleles that provide important clues to disease pathophysiology, but large-scale sequencing does not support a major role for lower-frequency variants in predisposition to type 2 diabetes. 2016-08-04 /pmc/articles/PMC5034897/ /pubmed/27398621 http://dx.doi.org/10.1038/nature18642 Text en Reprints and permissions information is available at www.nature.com/reprints (http://www.nature.com/reprints) Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article 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 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 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 The genetic architecture of type 2 diabetes |
title | The genetic architecture of type 2 diabetes |
title_full | The genetic architecture of type 2 diabetes |
title_fullStr | The genetic architecture of type 2 diabetes |
title_full_unstemmed | The genetic architecture of type 2 diabetes |
title_short | The genetic architecture of type 2 diabetes |
title_sort | genetic architecture of type 2 diabetes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5034897/ https://www.ncbi.nlm.nih.gov/pubmed/27398621 http://dx.doi.org/10.1038/nature18642 |
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