Open Access
Multiple common variants for celiac disease influencing immune gene expression
Patrick Dubois,Gosia Trynka,Lude Franke,Lude Franke,Karen A. Hunt,Jihane Romanos,Alessandra Curtotti,Alexandra Zhernakova,Graham A. Heap,Róza Ádány,Arpo Aromaa,Maria Teresa Bardella,Leonard H. van den Berg,Nicholas A. Bockett,Emilio G. de la Concha,Bárbara Dema,Rudolf S N Fehrmann,Miguel Fernández-Arquero,Szilvia Fiatal,Szilvia Fiatal,Elvira Grandone,Peter M. Green,Harry J.M. Groen,Rhian Gwilliam,Roderick H. J. Houwen,Sarah E. Hunt,Katri Kaukinen,Dermot Kelleher,Ilma Rita Korponay-Szabó,Kalle Kurppa,Padraic MacMathuna,Markku Mäki,Maria Cristina Mazzilli,Owen T. McCann,M. Luisa Mearin,Charles A. Mein,Muddassar M. Mirza,Vanisha Mistry,Barbara Mora,Katherine I. Morley,Chris J. J. Mulder,Joseph A. Murray,Concepción Núñez,Elvira Oosterom,Roel A. Ophoff,Roel A. Ophoff,Isabel Polanco,Leena Peltonen,Leena Peltonen,Mathieu Platteel,Anna Rybak,Veikko Salomaa,Joachim J. Schweizer,Maria Pia Sperandeo,Greetje J. Tack,Graham Turner,Jan H. Veldink,Wieke H. M. Verbeek,Rinse K. Weersma,Victorien M. Wolters,Elena Urcelay,Bożena Cukrowska,Luigi Greco,Susan L. Neuhausen,Ross McManus,Donatella Barisani,Panos Deloukas,Jeffrey C. Barrett,Päivi Saavalainen,Cisca Wijmenga,David A. van Heel +70 more
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TLDR
Variants from 13 new regions reached genome-wide significance and most contain genes with immune functions, with ETS1, RUNX3, THEMIS and TNFRSF14 having key roles in thymic T-cell selection.Abstract:
We performed a second-generation genome-wide association study of 4,533 individuals with celiac disease (cases) and 10,750 control subjects. We genotyped 113 selected SNPs with P(GWAS) < 10(-4) and 18 SNPs from 14 known loci in a further 4,918 cases and 5,684 controls. Variants from 13 new regions reached genome-wide significance (P(combined) < 5 x 10(-8)); most contain genes with immune functions (BACH2, CCR4, CD80, CIITA-SOCS1-CLEC16A, ICOSLG and ZMIZ1), with ETS1, RUNX3, THEMIS and TNFRSF14 having key roles in thymic T-cell selection. There was evidence to suggest associations for a further 13 regions. In an expression quantitative trait meta-analysis of 1,469 whole blood samples, 20 of 38 (52.6%) tested loci had celiac risk variants correlated (P < 0.0028, FDR 5%) with cis gene expression.read more
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Five years of GWAS discovery
Peter M. Visscher,Peter M. Visscher,Matthew A. Brown,Mark I. McCarthy,Mark I. McCarthy,Jian Yang +5 more
TL;DR: The past five years have seen many scientific and biological discoveries made through the experimental design of genome-wide association studies (GWASs), which were aimed at detecting variants at genomic loci that are associated with complex traits in the population and, in particular, at detecting associations between common single-nucleotide polymorphisms (SNPs) and common diseases such as heart disease, diabetes, auto-immune diseases, and psychiatric disorders.
Journal ArticleDOI
Bayesian test for colocalisation between pairs of genetic association studies using summary statistics.
Claudia Giambartolomei,Damjan Vukcevic,Eric E. Schadt,Lude Franke,Aroon D. Hingorani,Chris Wallace,Vincent Plagnol +6 more
TL;DR: A novel statistical methodology to assess whether two association signals are consistent with a shared causal variant and the ability to derive the output statistics from single SNP summary statistics, making it possible to perform systematic meta-analysis type comparisons across multiple GWAS datasets is developed.
Journal ArticleDOI
Systematic identification of trans eQTLs as putative drivers of known disease associations
Harm-Jan Westra,Marjolein J. Peters,Tõnu Esko,Hanieh Yaghootkar,Claudia Schurmann,Johannes Kettunen,Mark W. Christiansen,Benjamin P. Fairfax,Katharina Schramm,Joseph E. Powell,Alexandra Zhernakova,Daria V. Zhernakova,Jan H. Veldink,Leonard H. van den Berg,Juha Karjalainen,Sebo Withoff,André G. Uitterlinden,Albert Hofman,Fernando Rivadeneira,Peter A C 't Hoen,Eva Reinmaa,Krista Fischer,Mari Nelis,Lili Milani,David Melzer,Luigi Ferrucci,Andrew B. Singleton,Dena G. Hernandez,Mike A. Nalls,Georg Homuth,Matthias Nauck,Dörte Radke,Uwe Völker,Markus Perola,Veikko Salomaa,Jennifer A. Brody,Astrid Suchy-Dicey,Sina A. Gharib,Daniel A. Enquobahrie,Thomas Lumley,Grant W. Montgomery,Seiko Makino,Holger Prokisch,Christian Herder,Michael Roden,Harald Grallert,Thomas Meitinger,Konstantin Strauch,Yang Li,Ritsert C. Jansen,Peter M. Visscher,Julian C. Knight,Bruce M. Psaty,Samuli Ripatti,Samuli Ripatti,Samuli Ripatti,Alexander Teumer,Timothy M. Frayling,Andres Metspalu,Joyce B. J. van Meurs,Lude Franke +60 more
TL;DR: Variants associated with cholesterol metabolism and type 1 diabetes showed similar phenomena, indicating that large-scale eQTL mapping provides insight into the downstream effects of many trait-associated variants.
Journal ArticleDOI
Genomewide Association Study of Severe Covid-19 with Respiratory Failure.
David Ellinghaus,Frauke Degenhardt,Luis Bujanda,Maria Buti,Agustín Albillos,Pietro Invernizzi,J. Fernández,Daniele Prati,Guido Baselli,Rosanna Asselta,Marit Mæhle Grimsrud,Chiara Milani,Fatima Aziz,Jan Christian Kässens,Sandra May,Mareike Wendorff,Lars Wienbrandt,Florian Uellendahl-Werth,Tenghao Zheng,Xiaoli Yi,Raúl de Pablo,Adolfo Garrido Chercoles,Adriana Palom,Alba Estela Garcia-Fernandez,Francisco Rodriguez-Frias,Alberto Zanella,Alessandra Bandera,Alessandro Protti,Alessio Aghemo,Ana Lleo,Andrea Biondi,Andrea Caballero-Garralda,Andrea Gori,Anja Tanck,Anna Carreras Nolla,Anna Latiano,Anna Ludovica Fracanzani,Anna Peschuck,Antonio Julià,Antonio Pesenti,Antonio Voza,David Jiménez,Beatriz Mateos,Beatriz Nafria Jimenez,Carmen Quereda,Cinzia Paccapelo,Christoph Gassner,Claudio Angelini,Cristina Cea,Aurora Solier,David Pestana,Eduardo Muñiz-Diaz,Elena Sandoval,Elvezia Maria Paraboschi,Enrique Navas,Félix García Sánchez,Ferruccio Ceriotti,F. Martinelli-Boneschi,Flora Peyvandi,Francesco Blasi,Luis Téllez,Albert Blanco-Grau,Georg Hemmrich-Stanisak,Giacomo Grasselli,Giorgio Costantino,Giulia Cardamone,Giuseppe Foti,Serena Aneli,Hayato Kurihara,Hesham ElAbd,Ilaria My,Iván Galván-Femenía,Javier Martin,Jeanette Erdmann,José Ferrusquía-Acosta,Koldo Garcia-Etxebarria,Laura Izquierdo-Sanchez,Laura Rachele Bettini,Lauro Sumoy,Leonardo Terranova,Leticia Moreira,Luigi Santoro,Luigia Scudeller,Francisco Mesonero,Luisa Roade,Malte C. Rühlemann,Marco Schaefer,Maria Carrabba,Mar Riveiro-Barciela,Maria Eloina Figuera Basso,Maria Grazia Valsecchi,María Hernández-Tejero,Marialbert Acosta-Herrera,Mariella D'Angiò,Marina Baldini,Marina Cazzaniga,Martin Schulzky,Maurizio Cecconi,Michael Wittig,Michele Ciccarelli,Miguel Rodríguez-Gandía,Monica Bocciolone,Monica Miozzo,Nicola Montano,Nicole Braun,Nicoletta Sacchi,Nilda Martinez,Onur Özer,Orazio Palmieri,Paola Faverio,Paoletta Preatoni,Paolo Bonfanti,Paolo Omodei,Paolo Tentorio,Pedro Castro,Pedro M. Rodrigues,Aaron Blandino Ortiz,Rafael de Cid,Ricard Ferrer,Roberta Gualtierotti,Rosa Nieto,Siegfried Goerg,Salvatore Badalamenti,Sara Marsal,Giuseppe Matullo,Serena Pelusi,Simonas Juzenas,Stefano Aliberti,Valter Monzani,Victor Moreno,Tanja Wesse,Tobias L. Lenz,Tomás Pumarola,Valeria Rimoldi,Silvano Bosari,Wolfgang Albrecht,Wolfgang Peter,Manuel Romero-Gómez,Mauro D'Amato,Stefano Duga,Jesus M. Banales,Johannes R. Hov,Trine Folseraas,Luca Valenti,Andre Franke,Tom H. Karlsen +145 more
TL;DR: A 3p21.31 gene cluster is identified as a genetic susceptibility locus in patients with Covid-19 with respiratory failure and a potential involvement of the ABO blood-group system is confirmed.
Journal ArticleDOI
Meta-analysis identifies 29 additional ulcerative colitis risk loci, increasing the number of confirmed associations to 47.
Carl A. Anderson,Gabrielle Boucher,Charlie W. Lees,Andre Franke,Mauro D'Amato,Kent D. Taylor,James Lee,Philippe Goyette,Marcin Imielinski,Anna Latiano,Caroline Lagacé,Regan Scott,Leila Amininejad,Suzannah Bumpstead,Leonard Baidoo,Robert N. Baldassano,Murray L. Barclay,Theodore M. Bayless,Stephan Brand,Carsten Büning,Jean-Frederic Colombel,Lee A. Denson,Martine De Vos,Marla Dubinsky,Cathryn Edwards,David Ellinghaus,Rudolf S N Fehrmann,James A B Floyd,Timothy H. Florin,Denis Franchimont,Lude Franke,Michel Georges,Jürgen Glas,Nicole L. Glazer,Stephen L. Guthery,Talin Haritunians,Nicholas K. Hayward,Jean-Pierre Hugot,Gilles Jobin,Debby Laukens,Ian C. Lawrance,Marc Lémann,Arie Levine,Cécile Libioulle,Edouard Louis,Dermot P.B. McGovern,Monica Milla,Grant W. Montgomery,Katherine I. Morley,Craig Mowat,Aylwin Ng,William G. Newman,Roel A. Ophoff,Laura Papi,Orazio Palmieri,Laurent Peyrin-Biroulet,Julián Panés,Anne M. Phillips,Natalie J. Prescott,Deborah D. Proctor,Rebecca L. Roberts,Richard K Russell,Paul Rutgeerts,Jeremy D. Sanderson,Miquel Sans,Philip Schumm,Frank Seibold,Yashoda Sharma,Lisa A. Simms,Mark Seielstad,Mark Seielstad,A. Hillary Steinhart,Stephan R. Targan,Leonard H. van den Berg,Morten H. Vatn,Hein W. Verspaget,Thomas D. Walters,Cisca Wijmenga,David C. Wilson,Harm-Jan Westra,Ramnik J. Xavier,Zhen Zhen Zhao,Cyriel Y. Ponsioen,Vibeke Andersen,Leif Törkvist,Maria Gazouli,Nicholas P. Anagnou,Tom H. Karlsen,Limas Kupčinskas,Jurgita Sventoraityte,John C. Mansfield,Subra Kugathasan,Mark S. Silverberg,Jonas Halfvarson,Jerome I. Rotter,Christopher G. Mathew,Anne M. Griffiths,Richard B. Gearry,Tariq Ahmad,Steven R. Brant,Mathias Chamaillard,Jack Satsangi,Judy H. Cho,Stefan Schreiber,Mark J. Daly,Jeffrey C. Barrett,Miles Parkes,Vito Annese,Hakon Hakonarson,Graham L. Radford-Smith,Richard H. Duerr,Severine Vermeire,Rinse K. Weersma,John D. Rioux +113 more
TL;DR: A meta-analysis of six ulcerative colitis genome-wide association study datasets found many candidate genes that provide potentially important insights into disease pathogenesis, including IL1R2, IL8RA-IL8RB, IL7R, IL12B, DAP, PRDM1, JAK2, IRF5, GNA12 and LSP1.
References
More filters
Journal ArticleDOI
PLINK: A Tool Set for Whole-Genome Association and Population-Based Linkage Analyses
Shaun Purcell,Shaun Purcell,Benjamin M. Neale,Benjamin M. Neale,Kathe Todd-Brown,Lori Thomas,Manuel A. R. Ferreira,David Bender,David Bender,Julian Maller,Julian Maller,Pamela Sklar,Pamela Sklar,Paul I.W. de Bakker,Paul I.W. de Bakker,Mark J. Daly,Mark J. Daly,Pak C. Sham +17 more
TL;DR: This work introduces PLINK, an open-source C/C++ WGAS tool set, and describes the five main domains of function: data management, summary statistics, population stratification, association analysis, and identity-by-descent estimation, which focuses on the estimation and use of identity- by-state and identity/descent information in the context of population-based whole-genome studies.
Journal ArticleDOI
Gene Expression Omnibus: NCBI gene expression and hybridization array data repository
TL;DR: The Gene Expression Omnibus (GEO) project was initiated in response to the growing demand for a public repository for high-throughput gene expression data and provides a flexible and open design that facilitates submission, storage and retrieval of heterogeneous data sets from high-power gene expression and genomic hybridization experiments.
Journal ArticleDOI
Principal components analysis corrects for stratification in genome-wide association studies
Alkes L. Price,Alkes L. Price,Nick Patterson,Robert M. Plenge,Robert M. Plenge,Michael E. Weinblatt,Nancy A. Shadick,David Reich,David Reich +8 more
TL;DR: This work describes a method that enables explicit detection and correction of population stratification on a genome-wide scale and uses principal components analysis to explicitly model ancestry differences between cases and controls.
Journal ArticleDOI
Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls
Paul Burton,David Clayton,Lon R. Cardon,Nicholas John Craddock,Panos Deloukas,Audrey Duncanson,Dominic P. Kwiatkowski,Mark I. McCarthy,Willem H. Ouwehand,Nilesh J. Samani,John A. Todd,Peter Donnelly,Jeffrey C. Barrett,Dan Davison,Doug Easton,David M. Evans,H. T. Leung,Jonathan Marchini,Andrew P. Morris,Chris C. A. Spencer,Martin D. Tobin,Antony P. Attwood,James P. Boorman,Barbara Cant,Ursula Everson,Judith M. Hussey,Jennifer Jolley,Alexandra S. Knight,Kerstin Koch,Elizabeth Meech,Sarah Nutland,Christopher Prowse,Helen Stevens,Niall C. Taylor,Graham R. Walters,Neil Walker,Nicholas A. Watkins,Thilo Winzer,Richard Jones,Wendy L. McArdle,Susan M. Ring,David P. Strachan,Marcus Pembrey,Gerome Breen,David St Clair,Sian Caesar,Katherine Gordon-Smith,Lisa Jones,Christine Fraser,Elaine K. Green,Detelina Grozeva,Marian L. Hamshere,Peter Holmans,Ian Jones,George Kirov,Valentina Moskvina,Ivan Nikolov,Michael Conlon O'Donovan,Michael John Owen,David A. Collier,Amanda Elkin,Anne Farmer,Richard Williamson,Peter McGuffin,Allan H. Young,I. Nicol Ferrier,Stephen G. Ball,Anthony J. Balmforth,Jennifer H. Barrett,D. Timothy Bishop,Mark M. Iles,Azhar Maqbool,Nadira Yuldasheva,Alistair S. Hall,Peter S. Braund,Richard J. Dixon,Massimo Mangino,Suzanne Stevens,John R. Thompson,Francesca Bredin,Mark Tremelling,Miles Parkes,Hazel E. Drummond,Charlie W. Lees,Elaine R. Nimmo,Jack Satsangi,Sheila A. Fisher,Alastair Forbes,Cathryn M. Lewis,Clive M. Onnie,Natalie J. Prescott,Jeremy D. Sanderson,Christopher G. Mathew,Jamie Barbour,M. Khalid Mohiuddin,Catherine E. Todhunter,John C. Mansfield,Tariq Ahmad,Fraser Cummings,Derek P. Jewell,John Webster,Morris J. Brown,G. Mark Lathrop,John M. C. Connell,Anna F. Dominiczak,Carolina A. Braga Marcano,Beverley Burke,Richard Dobson,Johannie Gungadoo,Kate L. Lee,Patricia B. Munroe,Stephen Newhouse,Abiodun Onipinla,Chris Wallace,Mingzhan Xue,Mark J. Caulfield,Martin Farrall,Anne Barton,Ian N. Bruce,Hannah Donovan,Steve Eyre,Paul D. Gilbert,Samantha L. Hider,Anne Hinks,Sally John,Catherine Potter,Alan J. Silman,Deborah P M Symmons,Wendy Thomson,Jane Worthington,David B. Dunger,Barry Widmer,Timothy M. Frayling,Rachel M. Freathy,Hana Lango,John R. B. Perry,Beverley M. Shields,Michael N. Weedon,Andrew T. Hattersley,Graham A. Hitman,Mark Walker,Kate S. Elliott,Christopher J. Groves,Cecilia M. Lindgren,Nigel W. Rayner,Nicholas J. Timpson,Eleftheria Zeggini,Melanie J. Newport,Giorgio Sirugo,Emily J. Lyons,Fredrik O. Vannberg,Adrian V. S. Hill,Linda A. Bradbury,C Farrar,J J Pointon,Paul Wordsworth,Matthew A. Brown,Jayne A. Franklyn,Joanne M. Heward,Matthew J. Simmonds,Stephen C. L. Gough,Sheila Seal,Michael R. Stratton,Nazneen Rahman,Maria Ban,An Goris,Stephen Sawcer,Alastair Compston,David J. Conway,Muminatou Jallow,Kirk A. Rockett,Suzannah Bumpstead,Amy Chaney,Kate Downes,Mohammed J. R. Ghori,Rhian Gwilliam,Sarah E. Hunt,Michael Inouye,Andrew Keniry,Emma King,Ralph McGinnis,Simon C. Potter,Rathi Ravindrarajah,Pamela Whittaker,Claire Widden,David Withers,Niall Cardin,Teresa Ferreira,Joanne Pereira-Gale,Ingileif B. Hallgrímsdóttir,Bryan Howie,Zhan Su,Yik Ying Teo,Damjan Vukcevic,David Bentley,A Compston +195 more
TL;DR: This study has demonstrated that careful use of a shared control group represents a safe and effective approach to GWA analyses of multiple disease phenotypes; generated a genome-wide genotype database for future studies of common diseases in the British population; and shown that, provided individuals with non-European ancestry are excluded, the extent of population stratification in theBritish population is generally modest.
Journal ArticleDOI
A comparison of normalization methods for high density oligonucleotide array data based on variance and bias
TL;DR: Three methods of performing normalization at the probe intensity level are presented: a one number scaling based algorithm and a method that uses a non-linear normalizing relation by comparing the variability and bias of an expression measure and the simplest and quickest complete data method is found to perform favorably.
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