The genetic architecture of type 2 diabetes

遗传学 遗传关联 生物 遗传建筑学 全基因组关联研究 外显子组 基因分型 外显子组测序 次等位基因频率 糖尿病 插补(统计学) 遗传力 2型糖尿病 遗传力缺失问题 等位基因频率 单核苷酸多态性 基因 等位基因 突变 数量性状位点 基因型 缺少数据 机器学习 内分泌学 计算机科学
作者
Christian Fuchsberger,Jason Flannick,Tanya M. Teslovich,Anubha Mahajan,Vineeta Agarwala,Kyle J. Gaulton,Clement Ma,Pierre Fontanillas,Loukas Moutsianas,Davis J. McCarthy,Manuel A. Rivas,John Perry,Xueling Sim,Thomas W. Blackwell,Neil Robertson,Nigel W. Rayner,Pablo Cingolani,Adam E. Locke,Juan Fernández Tajes,Heather M. Highland,Josée Dupuis,Peter S. Chines,Cecilia M. Lindgren,Christopher Hartl,Anne Jackson,Han Chen,Jeroen R. Huyghe,Martijn van de Bunt,Richard D. Pearson,Ashish Kumar,Martina Müller‐Nurasyid,Niels Grarup,Heather M. Stringham,Eric R. Gamazon,Jae‐Hoon Lee,Yuhui Chen,Robert A. Scott,Jennifer E. Below,Peng Chen,Huang Jy,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,Bong-Jo Kim,Yongkang Kim,Young Jin Kim,Minseok Kwon,Juyoung Lee,Selyeong Lee,Keng-Han Lin,Taylor J. Maxwell,Yoshihiko Nagai,Xu Wang,Ryan Welch,Joon Yoon,Weihua Zhang,Nir Barzilai,Benjamin F. Voight,Bok‐Ghee Han,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 A. Scott,Jason Carey,Phoenix Kwan,George Grant,Joshua D. Smith,Benjamin M. Neale,Shaun Purcell,Adam S. Butterworth,Joanna M.M. Howson,Heung Man Lee,Yingchang Lu,Soo‐Heon Kwak,Wei Zhao,John Danesh,Vincent K. Lam,Kyong Soo Park,Danish Saleheen,Wing Yee So,Claudia H.T. Tam,Uzma Afzal,David Aguilar,Rector Arya,Tin Aung,Edmund Chan,Carmen Navarro,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,Jing Liu,Yvonne T. van der Schouw,Marie Loh,Solomon K. Musani,Sobha Puppala,William R. Scott,Loïc Yengo,Sian-Tsung Tan,Herman A. Taylor,Farook Thameem,Gregory Wilson,Tien Yin Wong,Pål Rasmus Njølstad,Jonathan Lévy,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,Alex S.F. Doney,Leena Kinnunen,Tõnu Esko,Andrew Farmer,Liisa Hakaste,Dylan Hodgkiss,Jasmina Kravić,Valeriya Lyssenko,Mette Hollensted,Marit E. 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 J. Neville,Marju Orho‐Melander,Lü Qi,Qibin Qi,Michael Roden,Olov Rolandsson,Amy J. Swift,Anders H. 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,Anette P. Gjesing,Goo Jun,Peter M. Nilsson,Jacquelyn Murphy,Robert C. Onofrio,Barbara Thorand,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. Böttinger,Yoon Shin Cho,Giriraj Ratan 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,C. Ronald,Toni I. Pollin,Manjinder S. Sandhu,Nikhil Tandon,Philippe Froguel,Inês Barroso,Yik Ying Teo,Eleftheria Zeggini,Ruth J.F. Loos,Kerrin S. Small,Janina S. Ried,Ralph A. DeFronzo,Harald Grallert,Benjamin Gläser,Andres Metspalu,Nicholas J. Wareham,Mark Walker,Eric Banks,Christian Gieger,Erik Ingelsson,Hae Kyung Im,Thomas Illig,Paul W. Franks,Gemma Buck,Joseph Trakalo,David Buck,Inga Prokopenko,Reedik Mägi,Lars Lind,Yossi Farjoun,Katharine R. Owen,Anna L. Gloyn,Konstantin Strauch,Tiinamaija Tuomi,Jaspal S. Kooner,Jong‐Young Lee,Taesung Park,Peter Donnelly,Andrew D. Morris,Andrew T. Hattersley,Donald W. Bowden,Francis S. Collins,Gil Atzmon,John C. Chambers,Timothy 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,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,Gonçalo R. Abecasis,José C. Florez,Laura J. Scott,Andrew P. Morris,Hyun Min Kang,Michael Boehnke,David Altshuler,Mark McCarthy
出处
期刊:Nature [Springer Nature]
卷期号:536 (7614): 41-47 被引量:905
标识
DOI:10.1038/nature18642
摘要

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. Sequencing data from two large-scale studies show that most of the genetic variation influencing the risk of type 2 diabetes involves common alleles and is found in regions previously identified by genome-wide association studies, clarifying the genetic architecture of this disease. Common variants at more than 80 genomic loci have been associated with susceptibility to type 2 diabetes, but together explain only a small fraction of the estimated heritability. Studies have hypothesized that rare or low-frequency genetic variation may explain a large proportion of the remaining disease risk. These authors now provide a test of this hypothesis in a large-scale sequencing study for type 2 diabetes conducted as part of the GoT2D and T2D-GENES projects. This work provides the most comprehensive view to date of the overall genomic architecture for disease risk, with the ability to examine the role for rare and low-frequency genetic variation. They find that most of the identified genetic risk variants were common and found in regions previously identified by genome-wide association studies.
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