Genetics of gene expression in primary immune cells identifies cell type–specific master regulators and roles of HLA alleles
Benjamin P. Fairfax,Seiko Makino,Jayachandran Radhakrishnan,Katharine Plant,Stephen Leslie,Alexander T. Dilthey,Peter R. Ellis,Cordelia Langford,Fredrik O. Vannberg,Fredrik O. Vannberg,Julian C. Knight +10 more
TLDR
It is shown that mapping gene expression in defined primary cell populations identifies new cell type–specific trans-regulated networks and provides insights into the genetic basis of disease susceptibility.Abstract:
Trans-acting genetic variants have a substantial, albeit poorly characterized, role in the heritable determination of gene expression Using paired purified primary monocytes and B cells, we identify new predominantly cell type-specific cis and trans expression quantitative trait loci (eQTLs), including multi-locus trans associations to LYZ and KLF4 in monocytes and B cells, respectively Additionally, we observe a B cell-specific trans association of rs11171739 at 12q132, a known autoimmune disease locus, with IP6K2 (P = 58 × 10(-15)), PRIC285 (P = 30 × 10(-10)) and an upstream region of CDKN1A (P = 2 × 10(-52)), suggesting roles for cell cycle regulation and peroxisome proliferator-activated receptor γ (PPARγ) signaling in autoimmune pathogenesis We also find that specific human leukocyte antigen (HLA) alleles form trans associations with the expression of AOAH and ARHGAP24 in monocytes but not in B cells In summary, we show that mapping gene expression in defined primary cell populations identifies new cell type-specific trans-regulated networks and provides insights into the genetic basis of disease susceptibilityread 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
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
Analysis of immune-related loci identifies 48 new susceptibility variants for multiple sclerosis
Ashley Beecham,Nikolaos A. Patsopoulos,Nikolaos A. Patsopoulos,Dionysia K. Xifara,Mary F. Davis,Anu Kemppinen,Chris Cotsapas,Chris Cotsapas,Tejas S. Shah,Chris C. A. Spencer,David R. Booth,An Goris,Annette Bang Oturai,Janna Saarela,Bertrand Fontaine,Bernhard Hemmer,C. Martin,Frauke Zipp,Sandra D'Alfonso,Filippo Martinelli-Boneschi,Bruce V. Taylor,Hanne F. Harbo,Ingrid Kockum,Jan Hillert,Tomas Olsson,Maria Ban,Jorge R. Oksenberg,Rogier Q. Hintzen,Lisa F. Barcellos,Lisa F. Barcellos,Lisa F. Barcellos,Cristina Agliardi,Lars Alfredsson,Mehdi Alizadeh,Carl A. Anderson,Robert Andrews,Helle Bach Søndergaard,Amie Baker,Gavin Band,Sergio E. Baranzini,Nadia Barizzone,Jeffrey C. Barrett,Céline Bellenguez,Laura Bergamaschi,Luisa Bernardinelli,Achim Berthele,Viola Biberacher,Thomas M.C. Binder,Hannah Blackburn,Izaura Lima Bomfim,Paola Brambilla,Simon Broadley,Bruno Brochet,Lou Brundin,Dorothea Buck,Helmut Butzkueven,Helmut Butzkueven,Stacy J. Caillier,William Camu,Wassila Carpentier,Paola Cavalla,Elisabeth Gulowsen Celius,Irene Coman,Giancarlo Comi,Lucia Corrado,Leentje Cosemans,Isabelle Cournu-Rebeix,Bruce A.C. Cree,Daniele Cusi,Vincent Damotte,Gilles Defer,Silvia Delgado,Panos Deloukas,Alessia Di Sapio,Alexander T. Dilthey,Peter Donnelly,Bénédicte Dubois,Martin Duddy,Sarah Edkins,Irina Elovaara,Federica Esposito,Nikos Evangelou,Barnaby Fiddes,Judith Field,Andre Franke,Colin Freeman,Irene Y. Frohlich,Daniela Galimberti,Christian Gieger,Pierre-Antoine Gourraud,Christiane Graetz,Andrew Graham,Verena Grummel,Clara Guaschino,Athena Hadjixenofontos,Hakon Hakonarson,Christopher Halfpenny,Gillian L Hall,Per Hall,Anders Hamsten,James Harley,Timothy Harrower,Clive Hawkins,Garrett Hellenthal,Charles Hillier,Jeremy Hobart,M.-M. Hoshi,Sarah E. Hunt,Maja Jagodic,Ilijas Jelcic,Ilijas Jelcic,Angela Jochim,B. E. Kendall,Allan G. Kermode,Allan G. Kermode,Trevor J. Kilpatrick,Keijo Koivisto,Ioanna Konidari,Thomas Korn,Helena C. Kronsbein,Cordelia Langford,Malin Larsson,Mark Lathrop,Mark Lathrop,Christine Lebrun-Frenay,Jeannette Lechner-Scott,Michelle Lee,Maurizio Leone,Virpi Leppa,Giuseppe Liberatore,Benedicte A. Lie,Christina M. Lill,Christina M. Lill,Magdalena Lindén,Jenny Link,Felix Luessi,Jan Lycke,Fabio Macciardi,Fabio Macciardi,Satu Männistö,Clara P. Manrique,Roland Martin,Roland Martin,Vittorio Martinelli,Deborah F. Mason,Gordon Mazibrada,Cristin McCabe,Inger Lise Mero,Julia Y Mescheriakova,Loukas Moutsianas,Kjell-Morten Myhr,Guy Nagels,Richard Nicholas,Petra Nilsson,Fredrik Piehl,Matti Pirinen,Siân Price,Hong Quach,Mauri Reunanen,Wim Robberecht,Neil Robertson,Mariaemma Rodegher,David Rog,Marco Salvetti,Nathalie Schnetz-Boutaud,Finn Sellebjerg,Rebecca C. Selter,Catherine Schaefer,Sandip Shaunak,Ling Shen,Simon Shields,Volker Siffrin,Mark Slee,Per Soelberg Sørensen,Melissa Sorosina,Mireia Sospedra,Mireia Sospedra,Anne Spurkland,Amy Strange,Emilie Sundqvist,Vincent Thijs,J W Thorpe,Anna Ticca,Pentti J. Tienari,Cornelia M. van Duijn,Elizabeth Visser,Steve Vucic,Helga Westerlind,James S. Wiley,Alastair Wilkins,James F. Wilson,Juliane Winkelmann,John Zajicek,Eva Zindler,Jonathan L. Haines,Margaret A. Pericak-Vance,Adrian J. Ivinson,Graeme J. Stewart,David A. Hafler,David A. Hafler,Stephen L. Hauser,Alastair Compston,Gil McVean,Philip L. De Jager,Philip L. De Jager,Stephen Sawcer,Jacob L. McCauley +206 more
TL;DR: This study enhances the catalog of multiple sclerosis risk variants and illustrates the value of fine mapping in the resolution of GWAS signals.
Journal ArticleDOI
The role of regulatory variation in complex traits and disease
Frank W. Albert,Leonid Kruglyak +1 more
TL;DR: Recent insights into the molecular nature of regulatory variants are reviewed and examples of complete chains of causality that link individual polymorphisms to changes in gene expression, which in turn result in physiological changes and, ultimately, disease risk are presented.
Journal ArticleDOI
Lineage-Specific Genome Architecture Links Enhancers and Non-coding Disease Variants to Target Gene Promoters
Biola M. Javierre,Oliver S. Burren,Steven P. Wilder,Roman Kreuzhuber,Steven M. Hill,Sven Sewitz,Jonathan Cairns,Steven W. Wingett,Csilla Várnai,Michiel J. Thiecke,Frances Burden,Samantha Farrow,Antony J. Cutler,Karola Rehnström,Kate Downes,Luigi Grassi,Myrto Kostadima,Paula Freire-Pritchett,Fan Wang,Hendrik G. Stunnenberg,John A. Todd,Daniel R. Zerbino,Oliver Stegle,Willem H. Ouwehand,Mattia Frontini,Chris Wallace,Mikhail Spivakov,Peter Fraser +27 more
TL;DR: This work uses promoter capture Hi-C to identify interacting regions of 31,253 promoters in 17 human primary hematopoietic cell types and shows that promoter interactions are highly cell type specific and enriched for links between active promoters and epigenetically marked enhancers.
References
More filters
Book
ggplot2: Elegant Graphics for Data Analysis
TL;DR: This book describes ggplot2, a new data visualization package for R that uses the insights from Leland Wilkisons Grammar of Graphics to create a powerful and flexible system for creating data graphics.
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
Haploview: analysis and visualization of LD and haplotype maps
TL;DR: Haploview is a software package that provides computation of linkage disequilibrium statistics and population haplotype patterns from primary genotype data in a visually appealing and interactive interface.
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 Map of Human Genome Variation From Population-Scale Sequencing
Gonçalo R. Abecasis,David Altshuler,David Altshuler,Adam Auton,Lisa D Brooks,Richard Durbin,Richard A. Gibbs,Matthew E. Hurles,Gil McVean +8 more
TL;DR: The 1000 Genomes Project aims to provide a deep characterization of human genome sequence variation as a foundation for investigating the relationship between genotype and phenotype as mentioned in this paper, and the results of the pilot phase of the project, designed to develop and compare different strategies for genomewide sequencing with high-throughput platforms.
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