The genetic architecture of type 2 diabetes
Christian Fuchsberger,Christian Fuchsberger,Jason Flannick,Jason Flannick,Tanya M. Teslovich,Anubha Mahajan,Vineeta Agarwala,Vineeta Agarwala,Kyle J. Gaulton,Clement Ma,Pierre Fontanillas,Loukas Moutsianas,Davis J. McCarthy,Manuel A. Rivas,John R. B. Perry,Xueling Sim,Thomas W. Blackwell,Neil Robertson,N. William Rayner,N. William Rayner,Pablo Cingolani,Adam E. Locke,Juan Fernandez Tajes,Heather M. Highland,Josée Dupuis,Josée Dupuis,Peter S. Chines,Cecilia M. Lindgren,Cecilia M. Lindgren,Christopher Hartl,Anne U. Jackson,Han Chen,Han Chen,Jeroen R. Huyghe,Martijn van de Bunt,Richard D. Pearson,Ashok Kumar,Ashok Kumar,Martina Müller-Nurasyid,Niels Grarup,Heather M. Stringham,Eric R. Gamazon,Jae-Hoon Lee,Yi Chen,Robert A. Scott,Jennifer E. Below,Peng Chen,Jinyan Huang,Min Jin Go,Michael L. Stitzel,Dorota Pasko,Stephen C. J. Parker,Tibor V. Varga,Todd Green,Nicola L. Beer,Aaron G. Day-Williams,Teresa Ferreira,Tasha E. Fingerlin,Momoko Horikoshi,Cheng Hu,Iksoo Huh,Mohammad Kamran Ikram,Mohammad Kamran Ikram,Bong-Jo Kim,Yongkang Kim,Young-Jin Kim,Min-Seok Kwon,Juyoung Lee,Selyeong Lee,Keng-Han Lin,Taylor J. Maxwell,Yoshihiko Nagai,Xu Wang,Ryan P. Welch,Joon Yoon,Weihua Zhang,Weihua Zhang,Nir Barzilai,Benjamin F. Voight,Bok-Ghee Han,Christopher P. Jenkinson,Christopher P. Jenkinson,Teemu Kuulasmaa,Johanna Kuusisto,Alisa K. Manning,Maggie C.Y. Ng,Nicholette D. Palmer,Beverley Balkau,Alena Stančáková,Hanna E. Abboud,Heiner Boeing,Vilmantas Giedraitis,Dorairaj Prabhakaran,Omri Gottesman,James Scott,Jason Carey,Phoenix Kwan,George B. Grant,Joshua D. Smith,Benjamin M. Neale,Benjamin M. Neale,Shaun Purcell,Shaun Purcell,Shaun Purcell,Adam S. Butterworth,Joanna M. M. Howson,Heung Man Lee,Yingchang Lu,Soo Heon Kwak,Wei Zhao,John Danesh,John Danesh,Vincent K. L. Lam,Kyong Soo Park,Danish Saleheen,Wing-Yee So,Claudia H. T. Tam,Uzma Afzal,David Aguilar,Rector Arya,Tin Aung,Tin Aung,Edmund Chan,Carmen Navarro,Ching-Yu Cheng,Ching-Yu Cheng,Domenico Palli,Adolfo Correa,Joanne E. Curran,Denis Rybin,Vidya S. Farook,Sharon P. Fowler,Barry I. Freedman,Michael Griswold,Daniel E. Hale,Pamela J. Hicks,Chiea Chuen Khor,Satish Kumar,Benjamin Lehne,Dorothée Thuillier,Wei-Yen Lim,Jianjun Liu,Jianjun Liu,Yvonne T. van der Schouw,Marie Loh,Marie Loh,Marie Loh,Solomon K. Musani,Sobha Puppala,William R. Scott,Loic Yengo,Sian-Tsung Tan,Sian-Tsung Tan,Herman A. Taylor,Farook Thameem,Gregory P. Wilson,Tien Yin Wong,Tien Yin Wong,Pål R. Njølstad,Jonathan C. Levy,Massimo Mangino,Lori L. Bonnycastle,Thomas Schwarzmayr,João Fadista,Gabriela L. Surdulescu,Christian Herder,Christopher J. Groves,Thomas Wieland,Jette Bork-Jensen,Ivan Brandslund,Cramer Christensen,Heikki A. Koistinen,Heikki A. Koistinen,Heikki A. Koistinen,Alex S. F. Doney,Leena Kinnunen,Tõnu Esko,Tõnu Esko,Tõnu Esko,Andrew Farmer,Liisa Hakaste,Dylan Hodgkiss,Jasmina Kravic,Valeriya Lyssenko,Mette Hollensted,Marit E. Jørgensen,Torben Jørgensen,Torben Jørgensen,Claes Ladenvall,Johanne Marie Justesen,Annemari Käräjämäki,Jennifer Kriebel,Wolfgang Rathmann,Lars Lannfelt,Torsten Lauritzen,Narisu Narisu,Allan Linneberg,Olle Melander,Lili Milani,Matt Neville,Marju Orho-Melander,Lu Qi,Qibin Qi,Qibin Qi,Michael Roden,Olov Rolandsson,Amy J. Swift,Anders Rosengren,Kathleen Stirrups,Andrew R. Wood,Evelin Mihailov,Christine Blancher,Mauricio O. Carneiro,Jared Maguire,Ryan Poplin,Khalid Shakir,Timothy Fennell,Mark A. DePristo,Martin Hrabé de Angelis,Panos Deloukas,Panos Deloukas,Anette P. Gjesing,Goo Jun,Goo Jun,Peter M. Nilsson,Jacquelyn Murphy,Robert C. Onofrio,Barbara Thorand,Torben Hansen,Torben Hansen,Christa Meisinger,Frank B. Hu,Bo Isomaa,Fredrik Karpe,Liming Liang,Annette Peters,Cornelia Huth,Stephen O'Rahilly,Colin N. A. Palmer,Oluf Pedersen,Rainer Rauramaa,Jaakko Tuomilehto,Veikko Salomaa,Richard M. Watanabe,Ann-Christine Syvänen,Richard N. Bergman,Dwaipayan Bharadwaj,Erwin P. Bottinger,Yoon Shin Cho,Giriraj R. Chandak,Juliana C.N. Chan,Kee Seng Chia,Mark J. Daly,Shah Ebrahim,Claudia Langenberg,Paul Elliott,Kathleen A. Jablonski,Donna M. Lehman,Weiping Jia,Ronald C.W. Ma,Toni I. Pollin,Manjinder S. Sandhu,Manjinder S. Sandhu,Nikhil Tandon,Philippe Froguel,Philippe Froguel,Inês Barroso,Inês Barroso,Yik Ying Teo,Eleftheria Zeggini,Ruth J. F. Loos,Kerrin S. Small,Janina S. Ried,Ralph A. DeFronzo,Harald Grallert,Benjamin Glaser,Andres Metspalu,Nicholas J. Wareham,Mark Walker,Eric Banks,Christian Gieger,Erik Ingelsson,Erik Ingelsson,Hae Kyung Im,Thomas Illig,Paul W. Franks,Paul W. Franks,Paul W. Franks,Gemma Buck,Joseph Trakalo,David Buck,Inga Prokopenko,Inga Prokopenko,Reedik Mägi,Lars Lind,Yossi Farjoun,Katharine R. Owen,Anna L. Gloyn,Konstantin Strauch,Tiinamaija Tuomi,Jaspal S. Kooner,Jaspal S. Kooner,Jong-Young Lee,Taesung Park,Peter Donnelly,Andrew D. Morris,Andrew D. Morris,Andrew T. Hattersley,Donald W. Bowden,Francis S. Collins,Gil Atzmon,Gil Atzmon,John C. Chambers,John C. Chambers,Tim D. Spector,Markku Laakso,Tim M. Strom,Graeme I. Bell,John Blangero,Ravindranath Duggirala,E. Shyong Tai,Gilean McVean,Craig L. Hanis,James G. Wilson,Mark Seielstad,Mark Seielstad,Timothy M. Frayling,James B. Meigs,Nancy J. Cox,Robert Sladek,Eric S. Lander,Stacey Gabriel,Noël P. Burtt,Karen L. Mohlke,Thomas Meitinger,Leif Groop,Leif Groop,Gonçalo R. Abecasis,Jose C. Florez,Jose C. Florez,Laura J. Scott,Andrew P. Morris,Andrew P. Morris,Andrew P. Morris,Hyun Min Kang,Michael Boehnke,David Altshuler,David Altshuler,David Altshuler,Mark I. McCarthy +349 more
TLDR
In this paper, the authors performed whole-genome sequencing in 2,657 European individuals with and without diabetes, and exome sequencing for 12,940 individuals from five ancestry groups.Abstract:
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 the heritability of this disease. Here, 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 European individuals with and without diabetes, and exome sequencing in 12,940 individuals from five ancestry groups. To increase statistical power, we expanded the 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 the idea that lower-frequency variants have a major role in predisposition to type 2 diabetes.read more
Citations
More filters
Journal ArticleDOI
The UK Biobank resource with deep phenotyping and genomic data
Clare Bycroft,Colin Freeman,Desislava Petkova,Desislava Petkova,Gavin Band,Lloyd T. Elliott,Kevin Sharp,Allan Motyer,Damjan Vukcevic,Olivier Delaneau,Olivier Delaneau,Jared O'Connell,Adrian Cortes,Adrian Cortes,Samantha Welsh,Alan Young,Mark Effingham,Gil McVean,Stephen Leslie,Naomi E. Allen,Peter Donnelly,Jonathan Marchini +21 more
TL;DR: Deep phenotype and genome-wide genetic data from 500,000 individuals from the UK Biobank is described, describing population structure and relatedness in the cohort, and imputation to increase the number of testable variants to 96 million.
Journal ArticleDOI
Global aetiology and epidemiology of type 2 diabetes mellitus and its complications.
TL;DR: An updated view of the global epidemiology of type 2 diabetes mellitus, as well as dietary, lifestyle and other risk factors for T2DM and its complications are provided.
Journal ArticleDOI
10 Years of GWAS Discovery: Biology, Function, and Translation
Peter M. Visscher,Naomi R. Wray,Qian Zhang,Pamela Sklar,Mark I. McCarthy,Matthew A. Brown,Jian Yang +6 more
TL;DR: The remarkable range of discoveriesGWASs has facilitated in population and complex-trait genetics, the biology of diseases, and translation toward new therapeutics are reviewed.
Journal ArticleDOI
Genome-wide polygenic scores for common diseases identify individuals with risk equivalent to monogenic mutations
Amit Khera,Mark Chaffin,Krishna G. Aragam,Mary E. Haas,Carolina Roselli,Seung Hoan Choi,Pradeep Natarajan,Eric S. Lander,Steven A. Lubitz,Steven A. Lubitz,Patrick T. Ellinor,Patrick T. Ellinor,Sekar Kathiresan +12 more
TL;DR: Genome-wide polygenic risk scores derived from GWAS data for five common diseases can identify subgroups of the population with risk approaching or exceeding that of a monogenic mutation.
Journal ArticleDOI
Fine-mapping type 2 diabetes loci to single-variant resolution using high-density imputation and islet-specific epigenome maps.
Anubha Mahajan,Daniel Taliun,Matthias Thurner,Neil R. Robertson,Jason M. Torres,N. William Rayner,N. William Rayner,Anthony Payne,Valgerdur Steinthorsdottir,Robert A. Scott,Niels Grarup,James P. Cook,Ellen M. Schmidt,Matthias Wuttke,Chloé Sarnowski,Reedik Mägi,Jana Nano,Christian Gieger,Stella Trompet,Cécile Lecoeur,Michael Preuss,Bram P. Prins,Xiuqing Guo,Lawrence F. Bielak,Jennifer E. Below,Donald W. Bowden,John C. Chambers,Young-Jin Kim,Maggie C.Y. Ng,Lauren E. Petty,Xueling Sim,Weihua Zhang,Weihua Zhang,Amanda J. Bennett,Jette Bork-Jensen,Chad M. Brummett,Mickaël Canouil,Kai-Uwe Ec Kardt,Krista Fischer,Sharon L.R. Kardia,Florian Kronenberg,Kristi Läll,Ching-Ti Liu,Adam E. Locke,Jian'an Luan,Ioanna Ntalla,Vibe Nylander,Sebastian Schönherr,Claudia Schurmann,Loic Yengo,Erwin P. Bottinger,Ivan Brandslund,Cramer Christensen,George Dedoussis,Jose C. Florez,Ian Ford,Oscar H. Franco,Timothy M. Frayling,Vilmantas Giedraitis,Sophie Hackinger,Andrew T. Hattersley,Christian Herder,M. Arfan Ikram,Martin Ingelsson,Marit E. Jørgensen,Marit E. Jørgensen,Torben Jørgensen,Torben Jørgensen,Jennifer Kriebel,Johanna Kuusisto,Symen Ligthart,Cecilia M. Lindgren,Cecilia M. Lindgren,Allan Linneberg,Allan Linneberg,Valeriya Lyssenko,Valeriya Lyssenko,Vasiliki Mamakou,Thomas Meitinger,Karen L. Mohlke,Andrew D. Morris,Andrew D. Morris,Girish N. Nadkarni,James S. Pankow,Annette Peters,Naveed Sattar,Alena Stančáková,Konstantin Strauch,Kent D. Taylor,Barbara Thorand,Gudmar Thorleifsson,Unnur Thorsteinsdottir,Unnur Thorsteinsdottir,Jaakko Tuomilehto,Daniel R. Witte,Josée Dupuis,Patricia A. Peyser,Eleftheria Zeggini,Ruth J. F. Loos,Philippe Froguel,Philippe Froguel,Erik Ingelsson,Erik Ingelsson,Lars Lind,Leif Groop,Leif Groop,Markku Laakso,Francis S. Collins,J. Wouter Jukema,Colin N. A. Palmer,Harald Grallert,Andres Metspalu,Abbas Dehghan,Abbas Dehghan,Anna Köttgen,Gonçalo R. Abecasis,James B. Meigs,Jerome I. Rotter,Jonathan Marchini,Oluf Pedersen,Torben Hansen,Torben Hansen,Claudia Langenberg,Nicholas J. Wareham,Kari Stefansson,Kari Stefansson,Anna L. Gloyn,Andrew P. Morris,Andrew P. Morris,Andrew P. Morris,Michael Boehnke,Mark I. McCarthy +131 more
TL;DR: Combining 32 genome-wide association studies with high-density imputation provides a comprehensive view of the genetic contribution to type 2 diabetes in individuals of European ancestry with respect to locus discovery, causal-variant resolution, and mechanistic insight.
References
More filters
Journal ArticleDOI
Fast and accurate short read alignment with Burrows–Wheeler transform
Heng Li,Richard Durbin +1 more
TL;DR: Burrows-Wheeler Alignment tool (BWA) is implemented, a new read alignment package that is based on backward search with Burrows–Wheeler Transform (BWT), to efficiently align short sequencing reads against a large reference sequence such as the human genome, allowing mismatches and gaps.
Journal ArticleDOI
Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles
Aravind Subramanian,Pablo Tamayo,Vamsi K. Mootha,Sayan Mukherjee,Benjamin L. Ebert,Michael A. Gillette,Amanda G. Paulovich,Scott L. Pomeroy,Todd R. Golub,Eric S. Lander,Jill P. Mesirov +10 more
TL;DR: The Gene Set Enrichment Analysis (GSEA) method as discussed by the authors focuses on gene sets, that is, groups of genes that share common biological function, chromosomal location, or regulation.
Journal ArticleDOI
The Genome Analysis Toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data
Aaron McKenna,Matthew Hanna,Eric Banks,Andrey Sivachenko,Kristian Cibulskis,Andrew Kernytsky,Kiran V. Garimella,David Altshuler,Stacey Gabriel,Mark J. Daly,Mark A. DePristo +10 more
TL;DR: The GATK programming framework enables developers and analysts to quickly and easily write efficient and robust NGS tools, many of which have already been incorporated into large-scale sequencing projects like the 1000 Genomes Project and The Cancer Genome Atlas.
Journal ArticleDOI
An integrated encyclopedia of DNA elements in the human genome
TL;DR: The Encyclopedia of DNA Elements project provides new insights into the organization and regulation of the authors' genes and genome, and is an expansive resource of functional annotations for biomedical research.
Journal ArticleDOI
A framework for variation discovery and genotyping using next-generation DNA sequencing data
Mark A. DePristo,Eric Banks,Ryan Poplin,Kiran V. Garimella,Jared Maguire,Christopher Hartl,Anthony A. Philippakis,Anthony A. Philippakis,Anthony A. Philippakis,Guillermo del Angel,Manuel A. Rivas,Manuel A. Rivas,Matt Hanna,Aaron McKenna,Timothy Fennell,Andrew Kernytsky,Andrey Sivachenko,Kristian Cibulskis,Stacey Gabriel,David Altshuler,David Altshuler,Mark J. Daly,Mark J. Daly +22 more
TL;DR: A unified analytic framework to discover and genotype variation among multiple samples simultaneously that achieves sensitive and specific results across five sequencing technologies and three distinct, canonical experimental designs is presented.
Related Papers (5)
Large-scale association analysis provides insights into the genetic architecture and pathophysiology of type 2 diabetes
Andrew P. Morris,Benjamin F. Voight,Benjamin F. Voight,Tanya M. Teslovich,Teresa Ferreira,Ayellet V. Segrè,Ayellet V. Segrè,Valgerdur Steinthorsdottir,Rona J. Strawbridge,Hassan Khan,Harald Grallert,Anubha Mahajan,Inga Prokopenko,Hyun Min Kang,Christian Dina,Tõnu Esko,Ross M. Fraser,Stavroula Kanoni,Ashok Kumar,Vasiliki Lagou,Claudia Langenberg,Jian'an Luan,Cecilia M. Lindgren,Martina Müller-Nurasyid,Sonali Pechlivanis,N. William Rayner,Laura J. Scott,S Wiltshire,Loic Yengo,Leena Kinnunen,Elizabeth J. Rossin,Elizabeth J. Rossin,Elizabeth J. Rossin,Soumya Raychaudhuri,Soumya Raychaudhuri,Andrew D. Johnson,Antigone S. Dimas,Antigone S. Dimas,Antigone S. Dimas,Ruth J. F. Loos,Sailaja Vedantam,Sailaja Vedantam,Han Chen,Jose C. Florez,Jose C. Florez,Caroline S. Fox,Caroline S. Fox,Ching-Ti Liu,Denis Rybin,David Couper,Wen Hong L. Kao,Man Li,Marilyn C. Cornelis,Peter Kraft,Qi Sun,Rob M. van Dam,Rob M. van Dam,Heather M. Stringham,Peter S. Chines,Krista Fischer,Pierre Fontanillas,Oddgeir L. Holmen,Sarah E. Hunt,Anne U. Jackson,Augustine Kong,Robert W. Lawrence,Julia Meyer,John R. B. Perry,John R. B. Perry,Carl G. P. Platou,Simon C. Potter,Emil Rehnberg,Neil Robertson,Suthesh Sivapalaratnam,Alena Stančáková,Kathleen Stirrups,Gudmar Thorleifsson,Emmi Tikkanen,Emmi Tikkanen,Andrew R. Wood,Peter Almgren,Mustafa Atalay,Rafn Benediktsson,Lori L. Bonnycastle,Noël P. Burtt,Jason Carey,Guillaume Charpentier,Andrew Crenshaw,Alex S. F. Doney,Mozhgan Dorkhan,Sarah Edkins,Valur Emilsson,Elodie Eury,Tom Forsén,Karl Gertow,Bruna Gigante,George B. Grant,Christopher J. Groves,Candace Guiducci,Christian Herder,Astradur B. Hreidarsson,Jennie Hui,Jennie Hui,Alan James,Alan James,Anna Jonsson,Wolfgang Rathmann,Norman Klopp,Jasmina Kravic,Kaarel Krjutškov,Cordelia Langford,Karin Leander,Eero Lindholm,Stéphane Lobbens,Satu Männistö,Ghazala Mirza,Thomas W. Mühleisen,Bill Musk,Bill Musk,Melissa Parkin,Loukianos S. Rallidis,Jouko Saramies,Bengt Sennblad,Sonia Shah,Gunnar Sigurðsson,Angela Silveira,Gerald Steinbach,Barbara Thorand,Joseph Trakalo,Fabrizio Veglia,Roman Wennauer,Wendy Winckler,Delilah Zabaneh,Harry Campbell,Cornelia M. van Duijn,André G. Uitterlinden,Albert Hofman,Eric J.G. Sijbrands,Gonçalo R. Abecasis,Katharine R. Owen,Eleftheria Zeggini,Mieke D. Trip,Nita G. Forouhi,Ann-Christine Syvänen,Johan G. Eriksson,Johan G. Eriksson,Leena Peltonen,Markus M. Nöthen,Beverley Balkau,Colin N. A. Palmer,Valeriya Lyssenko,Tiinamaija Tuomi,Bo Isomaa,David J. Hunter,Lu Qi,Alan R. Shuldiner,Alan R. Shuldiner,Michael Roden,Inês Barroso,Tom Wilsgaard,John Beilby,John Beilby,Kees Hovingh,Jackie F. Price,James F. Wilson,Rainer Rauramaa,Timo A. Lakka,Lars Lind,George Dedoussis,Inger Njølstad,Nancy L. Pedersen,Kay-Tee Khaw,Nicholas J. Wareham,Sirkka Keinänen-Kiukaanniemi,Timo Saaristo,Eeva Korpi-Hyövälti,Juha Saltevo,Markku Laakso,Johanna Kuusisto,Andres Metspalu,Francis S. Collins,Karen L. Mohlke,Richard N. Bergman,Jaakko Tuomilehto,Bernhard O. Boehm,Christian Gieger,Kristian Hveem,Stéphane Cauchi,Philippe Froguel,Philippe Froguel,Damiano Baldassarre,Elena Tremoli,Steve E. Humphries,Danish Saleheen,John Danesh,Erik Ingelsson,Samuli Ripatti,Samuli Ripatti,Samuli Ripatti,Veikko Salomaa,Raimund Erbel,Karl-Heinz Jöckel,Susanne Moebus,Annette Peters,Thomas Illig,Ulf de Faire,Anders Hamsten,Andrew D. Morris,Peter Donnelly,Timothy M. Frayling,Andrew T. Hattersley,Eric Boerwinkle,Eric Boerwinkle,Olle Melander,Sekar Kathiresan,Sekar Kathiresan,Peter M. Nilsson,Panos Deloukas,Unnur Thorsteinsdottir,Unnur Thorsteinsdottir,Leif Groop,Kari Stefansson,Kari Stefansson,Frank B. Hu,James S. Pankow,Josée Dupuis,Josée Dupuis,James B. Meigs,James B. Meigs,David Altshuler,David Altshuler,Michael Boehnke,Mark I. McCarthy +232 more
A global reference for human genetic variation.
Adam Auton,Gonçalo R. Abecasis,David Altshuler,Richard Durbin,David R. Bentley,Aravinda Chakravarti,Andrew G. Clark,Peter Donnelly,Evan E. Eichler,Paul Flicek,Stacey Gabriel,Richard A. Gibbs,Eric D. Green,Matthew E. Hurles,Bartha Maria Knoppers,Jan O. Korbel,Eric S. Lander,Charles Lee,Hans Lehrach,Elaine R. Mardis,Gabor T. Marth,Gil McVean,Deborah A. Nickerson,Jeanette Schmidt,Stephen T. Sherry,Jun Wang,Richard K. Wilson,Eric Boerwinkle,Harsha Doddapaneni,Yi Han,Viktoriya Korchina,Christie Kovar,Sandra L. Lee,Donna M. Muzny,Jeffrey G. Reid,Yiming Zhu,Yuqi Chang,Qiang Feng,Qiang Feng,Xiaodong Fang,Xiaodong Fang,Xiaosen Guo,Xiaosen Guo,Min Jian,Min Jian,Hui Jiang,Hui Jiang,Xin Jin,Tianming Lan,Guoqing Li,Jingxiang Li,Yingrui Li,Shengmao Liu,Xiao Liu,Xiao Liu,Yao Lu,Xuedi Ma,Meifang Tang,Bo Wang,Guangbiao Wang,Honglong Wu,Renhua Wu,Xun Xu,Ye Yin,Dandan Zhang,Wenwei Zhang,Jiao Zhao,Meiru Zhao,Xiaole Zheng,Namrata Gupta,Neda Gharani,Lorraine Toji,Norman P. Gerry,Alissa M. Resch,Jonathan Barker,Laura Clarke,Laurent Gil,Sarah E. Hunt,Gavin Kelman,Eugene Kulesha,Rasko Leinonen,William M. McLaren,Rajesh Radhakrishnan,Asier Roa,Dmitriy Smirnov,Richard Smith,Ian Streeter,Anja Thormann,Iliana Toneva,Brendan Vaughan,Xiangqun Zheng-Bradley,Russell J. Grocock,Sean Humphray,Terena James,Zoya Kingsbury,Ralf Sudbrak,M. Albrecht,Vyacheslav Amstislavskiy,Tatiana A. Borodina,Matthias Lienhard,Florian Mertes,Marc Sultan,Bernd Timmermann,Marie-Laure Yaspo,Lucinda Fulton,Victor Ananiev,Zinaida Belaia,Dimitriy Beloslyudtsev,Nathan Bouk,Chao Chen,Deanna M. Church,Robert M. Cohen,Charles Cook,John Garner,Timothy Hefferon,Mikhail Kimelman,Chunlei Liu,John Lopez,Peter Meric,Chris O’Sullivan,Yuri Ostapchuk,Lon Phan,Sergiy Ponomarov,Valerie A. Schneider,Eugene Shekhtman,Karl Sirotkin,Douglas J. Slotta,Hua Zhang,Senduran Balasubramaniam,John Burton,Petr Danecek,Thomas M. Keane,Anja Kolb-Kokocinski,Shane A. McCarthy,James Stalker,Michael A. Quail,Christopher Davies,Jeremy Gollub,Teresa Webster,Brant Wong,Yiping Zhan,Christopher L. Campbell,Yu Kong,Anthony Marcketta,Fuli Yu,Lilian Antunes,Matthew N. Bainbridge,Aniko Sabo,Zhuoyi Huang,Lachlan J. M. Coin,Lin Fang,Lin Fang,Qibin Li,Zhenyu Li,Haoxiang Lin,Binghang Liu,Ruibang Luo,Haojing Shao,Haojing Shao,Yinlong Xie,Chen Ye,Chang Yu,Fan Zhang,Hancheng Zheng,Zhu Hongmei,Can Alkan,Elif Dal,Fatma Kahveci,Erik Garrison,Deniz Kural,Wan-Ping Lee,Wen Fung Leong,Michael Strömberg,Alistair Ward,Jiantao Wu,Mengyao Zhang,Mark J. Daly,Mark A. DePristo,Robert E. Handsaker,Robert E. Handsaker,Eric Banks,Gaurav Bhatia,Guillermo del Angel,Giulio Genovese,Heng Li,Seva Kashin,Seva Kashin,Steven A. McCarroll,Steven A. McCarroll,James Nemesh,Ryan Poplin,Seungtai Yoon,Jayon Lihm,Vladimir Makarov,Srikanth Gottipati,Alon Keinan,Juan L. Rodriguez-Flores,Tobias Rausch,Markus Hsi-Yang Fritz,Adrian M. Stütz,Kathryn Beal,Avik Datta,Javier Herrero,Graham R. S. Ritchie,Daniel R. Zerbino,Pardis C. Sabeti,Pardis C. Sabeti,Ilya Shlyakhter,Ilya Shlyakhter,Stephen F. Schaffner,Stephen F. Schaffner,Joseph J. Vitti,Joseph J. Vitti,David Neil Cooper,Edward V. Ball,Peter D. Stenson,Bret Barnes,Markus J. Bauer,R. Keira Cheetham,Anthony J. Cox,Michael A. Eberle,Scott Kahn,Lisa Murray,John F. Peden,Richard Shaw,Eimear E. Kenny,Mark A. Batzer,Miriam K. Konkel,Jerilyn A. Walker,Daniel G. MacArthur,Monkol Lek,Ralf Herwig,Li Ding,Daniel C. Koboldt,David E. Larson,Kai Ye,Simon Gravel,Anand Swaroop,Emily Y. Chew,Tuuli Lappalainen,Yaniv Erlich,Melissa Gymrek,Melissa Gymrek,Thomas Willems,Jared T. Simpson,Mark D. Shriver,Jeffrey A. Rosenfeld,Carlos Bustamante,Stephen B. Montgomery,Francisco M. De La Vega,Jake K. Byrnes,Andrew Carroll,Marianne K. DeGorter,Phil Lacroute,Brian K. Maples,Alicia R. Martin,Andrés Moreno-Estrada,Andrés Moreno-Estrada,Suyash Shringarpure,Fouad Zakharia,Eran Halperin,Eran Halperin,Yael Baran,Eliza Cerveira,Jaeho Hwang,Ankit Malhotra,Dariusz Plewczynski,Kamen Radew,Mallory Romanovitch,Chengsheng Zhang,Fiona Hyland,David Craig,Alexis Christoforides,Nils Homer,Tyler Izatt,Ahmet Kurdoglu,Shripad Sinari,Kevin Squire,Chunlin Xiao,Jonathan Sebat,Danny Antaki,Madhusudan Gujral,Amina Noor,Kenny Ye,Esteban G. Burchard,Ryan D. Hernandez,Christopher R. Gignoux,David Haussler,David Haussler,Sol Katzman,W. James Kent,Bryan Howie,Andres Ruiz-Linares,Emmanouil T. Dermitzakis,Emmanouil T. Dermitzakis,Scott E. Devine,Hyun Min Kang,Jeffrey M. Kidd,Thomas W. Blackwell,Sean Caron,Wei Chen,S. Emery,Lars G. Fritsche,Christian Fuchsberger,Goo Jun,Goo Jun,Bingshan Li,Robert H. Lyons,Chris Scheller,Carlo Sidore,Carlo Sidore,Carlo Sidore,Shiya Song,Elzbieta Sliwerska,Daniel Taliun,Adrian Tan,Ryan P. Welch,Mary Kate Wing,Xiaowei Zhan,Philip Awadalla,Philip Awadalla,Alan Hodgkinson,Yun Li,Xinghua Shi,Andrew Quitadamo,Gerton Lunter,Jonathan Marchini,Simon Myers,Claire Churchhouse,Olivier Delaneau,Olivier Delaneau,Anjali Gupta-Hinch,Warren W. Kretzschmar,Zamin Iqbal,Iain Mathieson,Androniki Menelaou,Androniki Menelaou,Andy Rimmer,Dionysia Kiara Xifara,Taras K. Oleksyk,Yunxin Fu,Xiaoming Liu,Momiao Xiong,Lynn B. Jorde,David J. Witherspoon,Jinchuan Xing,Brian L. Browning,Sharon R. Browning,Fereydoun Hormozdiari,Peter H. Sudmant,Ekta Khurana,Chris Tyler-Smith,Cornelis A. Albers,Qasim Ayub,Yuan Chen,Vincenza Colonna,Vincenza Colonna,Luke Jostins,Klaudia Walter,Yali Xue,Mark Gerstein,Alexej Abyzov,Suganthi Balasubramanian,Jieming Chen,Declan Clarke,Yao Fu,Arif Harmanci,Mike Jin,Dong-Hoon Lee,Jeremy Liu,Xinmeng Jasmine Mu,Xinmeng Jasmine Mu,Jing Zhang,Yan Zhang,Christopher Hartl,Khalid Shakir,Jeremiah D. Degenhardt,Sascha Meiers,Benjamin Raeder,Francesco Paolo Casale,Oliver Stegle,Eric-Wubbo Lameijer,Ira M. Hall,Vineet Bafna,Jacob J. Michaelson,Eugene J. Gardner,Ryan E. Mills,Gargi Dayama,Ken Chen,Xian Fan,Zechen Chong,Tenghui Chen,Mark Chaisson,John Huddleston,Maika Malig,Bradley J. Nelson,Nicholas F. Parrish,Ben Blackburne,Sarah J. Lindsay,Zemin Ning,Yujun Zhang,Hugo Y. K. Lam,Cristina Sisu,Danny Challis,Uday S. Evani,James T. Lu,Uma Nagaswamy,Jin Yu,Wangshen Li,Lukas Habegger,Haiyuan Yu,Fiona Cunningham,Ian Dunham,Kasper Lage,Kasper Lage,Jakob Berg Jespersen,Jakob Berg Jespersen,Jakob Berg Jespersen,Heiko Horn,Heiko Horn,Donghoon Kim,Rob DeSalle,Apurva Narechania,Melissa A. Wilson Sayres,Fernando L. Mendez,G. David Poznik,Peter A. Underhill,David Mittelman,Ruby Banerjee,Maria Cerezo,Thomas W. Fitzgerald,Sandra Louzada,Andrea Massaia,Fengtang Yang,Divya Kalra,Walker Hale,Xu Dan,Kathleen C. Barnes,Christine Beiswanger,Hongyu Cai,Hongzhi Cao,Hongzhi Cao,Brenna M. Henn,Danielle Jones,Jane Kaye,Alastair Kent,Angeliki Kerasidou,Rasika A. Mathias,Pilar N. Ossorio,Michael Parker,Charles N. Rotimi,Charmaine D.M. Royal,Karla Sandoval,Yeyang Su,Zhongming Tian,Sarah A. Tishkoff,Marc Via,Yuhong Wang,Huanming Yang,Ling Yang,Jiayong Zhu,Walter F. Bodmer,Gabriel Bedoya,Zhiming Cai,Yang Gao,Jiayou Chu,Leena Peltonen,Andrés C. García-Montero,Alberto Orfao,Julie Dutil,Juan Carlos Martínez-Cruzado,R. Mathias,Anselm Hennis,Harold Watson,Colin A. McKenzie,Firdausi Qadri,Regina C. LaRocque,Xiaoyan Deng,Danny Asogun,Onikepe A. Folarin,Christian T. Happi,Omonwunmi Omoniwa,Matt Stremlau,Matt Stremlau,Ridhi Tariyal,Ridhi Tariyal,M Jallow,M Jallow,Fatoumatta Sisay Joof,Fatoumatta Sisay Joof,Tumani Corrah,Tumani Corrah,Kirk A. Rockett,Kirk A. Rockett,Dominic P. Kwiatkowski,Dominic P. Kwiatkowski,Jaspal S. Kooner,Tran Tinh Hien,Sarah J. Dunstan,Sarah J. Dunstan,Nguyen ThuyHang,Richard Fonnie,Robert F. Garry,Lansana Kanneh,Lina M. Moses,John S. Schieffelin,Donald S. Grant,Carla Gallo,Giovanni Poletti,Danish Saleheen,Asif Rasheed,Lisa D. Brooks,Adam Felsenfeld,Jean E. McEwen,Yekaterina Vaydylevich,Audrey Duncanson,Michael Dunn,Jeffery A. Schloss +517 more
Finding the missing heritability of complex diseases
Teri A. Manolio,Francis S. Collins,Nancy J. Cox,David Goldstein,Lucia A. Hindorff,David J. Hunter,Mark I. McCarthy,Erin M. Ramos,Lon R. Cardon,Aravinda Chakravarti,Judy H. Cho,Alan E. Guttmacher,Augustine Kong,Leonid Kruglyak,Leonid Kruglyak,Elaine R. Mardis,Charles N. Rotimi,Montgomery Slatkin,David Valle,Alice S. Whittemore,Michael Boehnke,Andrew G. Clark,Evan E. Eichler,Greg Gibson,Jonathan L. Haines,Trudy F. C. Mackay,Steven A. McCarroll,Peter M. Visscher +27 more
Genetic studies of body mass index yield new insights for obesity biology
Glgc,Icbp,Magic Investigators +2 more
Analysis of protein-coding genetic variation in 60,706 humans
Monkol Lek,Konrad J. Karczewski,Konrad J. Karczewski,Eric Vallabh Minikel,Eric Vallabh Minikel,Kaitlin E. Samocha,Eric Banks,Timothy Fennell,Anne H. O’Donnell-Luria,Anne H. O’Donnell-Luria,Anne H. O’Donnell-Luria,James S. Ware,Andrew J. Hill,Andrew J. Hill,Andrew J. Hill,Beryl B. Cummings,Beryl B. Cummings,Taru Tukiainen,Taru Tukiainen,Daniel P. Birnbaum,Jack A. Kosmicki,Laramie E. Duncan,Laramie E. Duncan,Karol Estrada,Karol Estrada,Fengmei Zhao,Fengmei Zhao,James Zou,Emma Pierce-Hoffman,Emma Pierce-Hoffman,Joanne Berghout,David Neil Cooper,Nicole A. Deflaux,Mark A. DePristo,Ron Do,Jason Flannick,Jason Flannick,Menachem Fromer,Laura D. Gauthier,Jackie Goldstein,Jackie Goldstein,Namrata Gupta,Daniel P. Howrigan,Daniel P. Howrigan,Adam Kiezun,Mitja I. Kurki,Mitja I. Kurki,Ami Levy Moonshine,Pradeep Natarajan,Lorena Orozco,Gina M. Peloso,Gina M. Peloso,Ryan Poplin,Manuel A. Rivas,Valentin Ruano-Rubio,Samuel A. Rose,Douglas M. Ruderfer,Khalid Shakir,Peter D. Stenson,Christine Stevens,Brett Thomas,Brett Thomas,Grace Tiao,María Teresa Tusié-Luna,Ben Weisburd,Hong-Hee Won,Dongmei Yu,David Altshuler,David Altshuler,Diego Ardissino,Michael Boehnke,John Danesh,Stacey Donnelly,Roberto Elosua,Jose C. Florez,Jose C. Florez,Stacey Gabriel,Gad Getz,Gad Getz,Stephen J. Glatt,Christina M. Hultman,Sekar Kathiresan,Markku Laakso,Steven A. McCarroll,Steven A. McCarroll,Mark I. McCarthy,Mark I. McCarthy,Dermot P.B. McGovern,Ruth McPherson,Benjamin M. Neale,Benjamin M. Neale,Aarno Palotie,Shaun Purcell,Danish Saleheen,Jeremiah M. Scharf,Pamela Sklar,Patrick F. Sullivan,Patrick F. Sullivan,Jaakko Tuomilehto,Ming T. Tsuang,Hugh Watkins,Hugh Watkins,James G. Wilson,Mark J. Daly,Mark J. Daly,Daniel G. MacArthur,Daniel G. MacArthur +106 more