Landscape of Conditional eQTL in Dorsolateral Prefrontal Cortex and Co-localization with Schizophrenia GWAS.
Amanda Dobbyn,Laura M. Huckins,James Boocock,Laura G. Sloofman,Benjamin S. Glicksberg,Claudia Giambartolomei,Gabriel E. Hoffman,Thanneer M. Perumal,Kiran Girdhar,Yan Jiang,Towfique Raj,Douglas M. Ruderfer,Robin Kramer,Dalila Pinto,Schahram Akbarian,Panos Roussos,Enrico Domenici,Bernie Devlin,Pamela Sklar,Eli A. Stahl,Solveig K. Sieberts +20 more
TLDR
It is shown that analyzing conditional eQTL signatures, which could be important under specific cellular or temporal contexts, leads to improved fine mapping of GWAS associations and supports previously reported genes, identify novel genes associated with schizophrenia risk, and provide specific hypotheses for their functional follow-up.Abstract:
Causal genes and variants within genome-wide association study (GWAS) loci can be identified by integrating GWAS statistics with expression quantitative trait loci (eQTL) and determining which variants underlie both GWAS and eQTL signals. Most analyses, however, consider only the marginal eQTL signal, rather than dissect this signal into multiple conditionally independent signals for each gene. Here we show that analyzing conditional eQTL signatures, which could be important under specific cellular or temporal contexts, leads to improved fine mapping of GWAS associations. Using genotypes and gene expression levels from post-mortem human brain samples (n = 467) reported by the CommonMind Consortium (CMC), we find that conditional eQTL are widespread; 63% of genes with primary eQTL also have conditional eQTL. In addition, genomic features associated with conditional eQTL are consistent with context-specific (e.g., tissue-, cell type-, or developmental time point-specific) regulation of gene expression. Integrating the 2014 Psychiatric Genomics Consortium schizophrenia (SCZ) GWAS and CMC primary and conditional eQTL data reveals 40 loci with strong evidence for co-localization (posterior probability > 0.8), including six loci with co-localization of conditional eQTL. Our co-localization analyses support previously reported genes, identify novel genes associated with schizophrenia risk, and provide specific hypotheses for their functional follow-up.read more
Citations
More filters
Posted ContentDOI
Trans-ethnic eQTL meta-analysis of human brain reveals regulatory architecture and candidate causal variants for brain-related traits
TL;DR: The multivariate multiple QTL (mmQTL) approach is developed and applied to perform a large-scale trans-ethnic eQTL meta-analysis to increase power and fine-mapping resolution and identifies novel disease genes and elucidates potential regulatory mechanisms for genes underlying schizophrenia, bipolar disorder and Alzheimer9s disease.
Posted ContentDOI
Random glucose GWAS in 493,036 individuals provides insights into diabetes pathophysiology, complications and treatment stratification
Lagou,Lagou,Lagou,Longda Jiang,Longda Jiang,Anna Ulrich,L Zudina,González Ksg,Balkhiyarova Z,Alessia Faggian,Alessia Faggian,Chen S,Petar Todorov,Sodbo Zh Sharapov,Alessia David,Letizia Marullo,Reedik Mägi,Roxana Maria Rujan,Emma Ahlqvist,Gudmar Thorleifsson,He Gao,Evangelos Evangelou,Evangelos Evangelou,Beben Benyamin,Robert A. Scott,Aaron Isaacs,Aaron Isaacs,Jing Hua Zhao,Sara M. Willems,Toby Johnson,C Gieger,H Grallert,Christine Meisinger,Martina Müller-Nurasyid,Rona J. Strawbridge,Anuj Goel,D Rybin,E Albrecht,Anne U. Jackson,Heather M. Stringham,Corrêa Ir,Eric F,Steinthorsdottir,Andre G. Uitterlinden,Patricia B. Munroe,Morris J. Brown,Julian S,Oddgeir L. Holmen,Barbara Thorand,Kristian Hveem,Tom Wilsgaard,Karen L. Mohlke,Wolfgang Kratzer,Mark H,Wolfgang Koenig,Wolfgang Koenig,Bernhard O. Boehm,Tan Tm,Tomas A,Salem,Inês Barroso,J. Tuomilehto,J. Tuomilehto,J. Tuomilehto,Boehnke M,Jose C. Florez,Jose C. Florez,Anders Hamsten,Anders Hamsten,Hugh Watkins,Inger Njølstad,Heinz Erich Wichmann,Mark J. Caulfield,Kay-Tee Khaw,van Duijn C,van Duijn C,Amy Hofman,Nicholas J. Wareham,Claudia Langenberg,John Whitfield,N. G. Martin,Grant W. Montgomery,Grant W. Montgomery,Chiara Scapoli,Ioanna Tzoulaki,Ioanna Tzoulaki,Paul Elliott,Paul Elliott,Unnur Thorsteinsdottir,Unnur Thorsteinsdottir,Kari Stefansson,Kari Stefansson,Evan L. Brittain,Mark I. McCarthy,Mark I. McCarthy,Philippe Froguel,Philippe Froguel,Patrick M. Sexton,Denise Wootten,Leif Groop,Leif Groop,Josée Dupuis,James B. Meigs,James B. Meigs,Giuseppe Deganutti,Ayse Demirkan,Ayse Demirkan,Tune H. Pers,Christopher A. Reynolds,Christopher A. Reynolds,Yurii S. Aulchenko,Marika Kaakinen,Marika Kaakinen,Jones B,Inga Prokopenko,Inga Prokopenko,Inga Prokopenko +116 more
TL;DR: In this paper, a meta-analysis of random glucose measurements in 493,036 individuals without diabetes of diverse ethnicities was conducted to identify 128 associated loci represented by 162 distinct signals, including 14 with sex-dimorphic effects, 9 discovered through trans-ethnic analysis and 70 novel signals for glycaemic traits.
Posted ContentDOI
Genetic influences on cell type specific gene expression and splicing during neurogenesis elucidate regulatory mechanisms of brain traits
Nil Aygün,Angela L. Elwell,Dan Liang,Michael J. Lafferty,Kerry E. Cheek,Kenan P. Courtney,Jessica T. Mory,Ellie Hadden-Ford,Oleh Krupa,Luis de la Torre-Ubieta,Daniel H. Geschwind,Michael I. Love,Jason L. Stein +12 more
TL;DR: Using colocalization and TWAS, e/sQTLs and allele specific expression in primary human neural progenitors and their sorted neuronal progeny are mapped and cell-type specific regulatory mechanisms underlying risk for these traits are uncovered.
Journal ArticleDOI
Assessing the consequences of decentralizing biomedical research
TL;DR: The integrated development of data governance structures within technological advancements, supports their effective implementation, evaluation and evolution in a manner that can balance the benefits and risks of biomedical researcher in a decentralized ecosystem.
Posted ContentDOI
A novel Mendelian randomization method identifies causal relationships between gene expression and low-density lipoprotein cholesterol levels
van der Graaf A,Annique Claringbould,Antoine Rimbert,Harm-Jan Westra,Yang Li,Cisca Wijmenga,Serena Sanna +6 more
TL;DR: Application of MR-link to low-density lipoprotein cholesterol measurements in 12,449 individuals and eQTLs summary statistics from whole blood and liver identified 19 genes causally linked to LDL-C, including the previously functionally validated SORT1 gene, and the PVRL2 gene, located in the APOE locus, for which a causal role in liver was yet unknown.
References
More filters
Journal ArticleDOI
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
TL;DR: The aggregation and analysis of high-quality exome (protein-coding region) DNA sequence data for 60,706 individuals of diverse ancestries generated as part of the Exome Aggregation Consortium (ExAC) provides direct evidence for the presence of widespread mutational recurrence.
Journal ArticleDOI
An integrated map of genetic variation from 1,092 human genomes
Gonçalo R. Abecasis,Adam Auton,Lisa D. Brooks,Mark A. DePristo,Richard Durbin,Robert E. Handsaker,Robert E. Handsaker,Hyun Min Kang,Gabor T. Marth,Gil McVean +9 more
TL;DR: It is shown that evolutionary conservation and coding consequence are key determinants of the strength of purifying selection, that rare-variant load varies substantially across biological pathways, and that each individual contains hundreds of rare non-coding variants at conserved sites, such as motif-disrupting changes in transcription-factor-binding sites.
Journal ArticleDOI
Biological insights from 108 schizophrenia-associated genetic loci
Stephan Ripke,Stephan Ripke,Benjamin M. Neale,Benjamin M. Neale,Aiden Corvin,James T.R. Walters,Kai-How Farh,Peter Holmans,Phil Lee,Phil Lee,Brendan Bulik-Sullivan,Brendan Bulik-Sullivan,David A. Collier,David A. Collier,Hailiang Huang,Hailiang Huang,Tune H. Pers,Tune H. Pers,Tune H. Pers,Ingrid Agartz,Ingrid Agartz,Esben Agerbo,Esben Agerbo,Margot Albus,Madeline Alexander,Farooq Amin,Silviu Alin Bacanu,Martin Begemann,Richard A. Belliveau,Judit Bene,Sarah E. Bergen,Sarah E. Bergen,Elizabeth Bevilacqua,Tim B. Bigdeli,Donald W. Black,Richard Bruggeman,Nancy G. Buccola,Randy L. Buckner,William Byerley,Wiepke Cahn,Guiqing Cai,Dominique Campion,Rita M. Cantor,Vaughan J. Carr,Noa Carrera,Stanley V. Catts,Kimberly Chambert,Raymond C.K. Chan,Ronald Y.L. Chen,Eric Y.H. Chen,Wei Cheng,Eric F.C. Cheung,Siow Ann Chong,C. Robert Cloninger,David Cohen,Nadine Cohen,Paul Cormican,Nicholas John Craddock,James J. Crowley,David Curtis,David Curtis,Michael Davidson,Kenneth L. Davis,Franziska Degenhardt,Jurgen Del Favero,Ditte Demontis,Ditte Demontis,Dimitris Dikeos,Timothy G. Dinan,Srdjan Djurovic,Gary Donohoe,Gary Donohoe,Elodie Drapeau,Jubao Duan,Frank Dudbridge,Naser Durmishi,Peter Eichhammer,Johan G. Eriksson,Johan G. Eriksson,Valentina Escott-Price,Laurent Essioux,Ayman H. Fanous,Martilias S. Farrell,Josef Frank,Lude Franke,Robert Freedman,Nelson B. Freimer,Marion Friedl,Joseph I. Friedman,Menachem Fromer,Menachem Fromer,Menachem Fromer,Giulio Genovese,Lyudmila Georgieva,Ina Giegling,Ina Giegling,Paola Giusti-Rodríguez,Stephanie Godard,Jacqueline I. Goldstein,Jacqueline I. Goldstein,Vera Golimbet,Srihari Gopal,Jacob Gratten,Lieuwe de Haan,Christian Hammer,Marian L. Hamshere,Mark Hansen,Thomas Hansen,Vahram Haroutunian,Vahram Haroutunian,Annette M. Hartmann,Frans Henskens,Stefan Herms,Stefan Herms,Joel N. Hirschhorn,Joel N. Hirschhorn,Per Hoffmann,Per Hoffmann,A. Hofman,Mads V. Hollegaard,David M. Hougaard,Masashi Ikeda,Inge Joa,Antonio Julià,René S. Kahn,Luba Kalaydjieva,Sena Karachanak-Yankova,Juha Karjalainen,David J. Kavanagh,Matthew C. Keller,James L. Kennedy,Andrey Khrunin,Yunjung Kim,Janis Klovins,James A. Knowles,Bettina Konte,Vaidutis Kučinskas,Zita Ausrele Kucinskiene,Hana Kuzelova-Ptackova,Anna K. Kähler,Claudine Laurent,Jimmy Lee Chee Keong,S. Hong Lee,Sophie E. Legge,Bernard Lerer,Miaoxin Li,Tao Li,Kung-Yee Liang,Jeffrey A. Lieberman,Svetlana A. Limborska,Carmel M. Loughland,Jan Lubinski,Jouko Lönnqvist,Milan Macek,Patrik K. E. Magnusson,Brion S. Maher,Wolfgang Maier,J. Mallet,Sara Marsal,Manuel Mattheisen,Manuel Mattheisen,Manuel Mattheisen,Morten Mattingsdal,Robert W. McCarley,Colm McDonald,Andrew M. McIntosh,Sandra Meier,Carin J. Meijer,Béla Melegh,Ingrid Melle,Raquelle I. Mesholam-Gately,Andres Metspalu,Patricia T. Michie,Lili Milani,Vihra Milanova,Younes Mokrab,Derek W. Morris,Derek W. Morris,Ole Mors,Ole Mors,Kieran C. Murphy,Robin M. Murray,Inez Myin-Germeys,Bertram Mueller-Myhsok,Mari Nelis,Igor Nenadic,Deborah A. Nertney,Gerald Nestadt,Kristin K. Nicodemus,Liene Nikitina-Zake,Laura Nisenbaum,Annelie Nordin,Eadbhard O'Callaghan,Colm O'Dushlaine,F. Anthony O'Neill,Sang-Yun Oh,Ann Olincy,Line Olsen,Jim van Os,Jim van Os,Christos Pantelis,George N. Papadimitriou,Sergi Papiol,Elena Parkhomenko,Michele T. Pato,Tiina Paunio,Tiina Paunio,Milica Pejovic-Milovancevic,Diana O. Perkins,Olli Pietiläinen,Olli Pietiläinen,Jonathan Pimm,Andrew Pocklington,John Powell,Alkes L. Price,Alkes L. Price,Ann E. Pulver,Shaun Purcell,Digby Quested,Henrik B. Rasmussen,Abraham Reichenberg,Mark Reimers,Alexander Richards,Joshua L. Roffman,Panos Roussos,Douglas M. Ruderfer,Douglas M. Ruderfer,Veikko Salomaa,Alan R. Sanders,Ulrich Schall,Christian R. Schubert,Thomas G. Schulze,Thomas G. Schulze,Sibylle G. Schwab,Edward M. Scolnick,Rodney J. Scott,Larry J. Seidman,Jianxin Shi,Engilbert Sigurdsson,Teimuraz Silagadze,Jeremy M. Silverman,Jeremy M. Silverman,Kang Sim,Petr Slominsky,Jordan W. Smoller,Jordan W. Smoller,Hon-Cheong So,Chris C. A. Spencer,Eli A. Stahl,Eli A. Stahl,Hreinn Stefansson,Stacy Steinberg,Elisabeth Stögmann,Richard E. Straub,Eric Strengman,Jana Strohmaier,T. Scott Stroup,Mythily Subramaniam,Jaana Suvisaari,Dragan M. Svrakic,Jin P. Szatkiewicz,Erik Söderman,Srinivas Thirumalai,Draga Toncheva,Sarah Tosato,Juha Veijola,John L. Waddington,Dermot Walsh,Dai Wang,Qiang Wang,Bradley T. Webb,Mark Weiser,Dieter B. Wildenauer,Nigel Williams,Stephanie Williams,Stephanie H. Witt,Aaron R. Wolen,Emily H. M. Wong,Brandon Wormley,Hualin Simon Xi,Clement C. Zai,Xuebin Zheng,Fritz Zimprich,Naomi R. Wray,Kari Stefansson,Peter M. Visscher,Rolf Adolfsson,Ole A. Andreassen,Douglas Blackwood,Elvira Bramon,Joseph D. Buxbaum,Anders D. Børglum,Anders D. Børglum,Sven Cichon,Sven Cichon,Ariel Darvasi,Enrico Domenici,Hannelore Ehrenreich,Tõnu Esko,Tõnu Esko,Tõnu Esko,Pablo V. Gejman,Michael Gill,Hugh Gurling,Christina M. Hultman,Nakao Iwata,Assen Jablensky,Erik G. Jönsson,Erik G. Jönsson,Kenneth S. Kendler,George Kirov,Jo Knight,Todd Lencz,Todd Lencz,Douglas F. Levinson,Qingqin S. Li,Jianjun Liu,Jianjun Liu,Anil K. Malhotra,Anil K. Malhotra,Steven A. McCarroll,Steven A. McCarroll,Andrew McQuillin,Jennifer L. Moran,Preben Bo Mortensen,Preben Bo Mortensen,Bryan J. Mowry,Markus M. Noethen,Roel A. Ophoff,Roel A. Ophoff,Michael John Owen,Aarno Palotie,Aarno Palotie,Aarno Palotie,Carlos N. Pato,Tracey L. Petryshen,Tracey L. Petryshen,Danielle Posthuma,Danielle Posthuma,Marcella Rietschel,Brien P. Riley,Dan Rujescu,Dan Rujescu,Pak C. Sham,Pamela Sklar,David St Clair,Daniel R. Weinberger,Jens R. Wendland,Thomas Werge,Thomas Werge,Mark J. Daly,Mark J. Daly,Patrick F. Sullivan,Patrick F. Sullivan,Michael Conlon O'Donovan +354 more
TL;DR: Associations at DRD2 and several genes involved in glutamatergic neurotransmission highlight molecules of known and potential therapeutic relevance to schizophrenia, and are consistent with leading pathophysiological hypotheses.
Journal ArticleDOI
The Genotype-Tissue Expression (GTEx) project
John T. Lonsdale,Jeffrey Thomas,Mike Salvatore,Rebecca Phillips,Edmund Lo,Saboor Shad,Richard Hasz,Gary Walters,Fernando U. Garcia,Nancy Young,Barbara A. Foster,Mike Moser,Ellen Karasik,Bryan Gillard,Kimberley Ramsey,Susan L. Sullivan,Jason Bridge,Harold Magazine,John Syron,Johnelle Fleming,Laura A. Siminoff,Heather M. Traino,Maghboeba Mosavel,Laura Barker,Scott D. Jewell,Daniel C. Rohrer,Dan Maxim,Dana Filkins,Philip Harbach,Eddie Cortadillo,Bree Berghuis,Lisa Turner,Eric Hudson,Kristin Feenstra,Leslie H. Sobin,James A. Robb,Phillip Branton,Greg E. Korzeniewski,Charles Shive,David Tabor,Liqun Qi,Kevin Groch,Sreenath Nampally,Steve Buia,Angela Zimmerman,Anna M. Smith,Robin Burges,Karna Robinson,Kim Valentino,Deborah Bradbury,Mark Cosentino,Norma Diaz-Mayoral,Mary Kennedy,Theresa Engel,Penelope Williams,Kenyon Erickson,Kristin G. Ardlie,Wendy Winckler,Gad Getz,Gad Getz,David S. DeLuca,MacArthur Daniel MacArthur,MacArthur Daniel MacArthur,Manolis Kellis,Alexander Thomson,Taylor Young,Ellen Gelfand,Molly Donovan,Yan Meng,George B. Grant,Deborah C. Mash,Yvonne Marcus,Margaret J. Basile,Jun Liu,Jun Zhu,Zhidong Tu,Nancy J. Cox,Dan L. Nicolae,Eric R. Gamazon,Hae Kyung Im,Anuar Konkashbaev,Jonathan K. Pritchard,Jonathan K. Pritchard,Matthew Stevens,Timothée Flutre,Xiaoquan Wen,Emmanouil T. Dermitzakis,Tuuli Lappalainen,Roderic Guigó,Jean Monlong,Michael Sammeth,Daphne Koller,Alexis Battle,Sara Mostafavi,Mark I. McCarthy,Manual Rivas,Julian Maller,Ivan Rusyn,Andrew B. Nobel,Fred A. Wright,Andrey A. Shabalin,Mike Feolo,Nataliya Sharopova,Anne Sturcke,Justin Paschal,James M. Anderson,Elizabeth L. Wilder,Leslie Derr,Eric D. Green,Jeffery P. Struewing,Gary F. Temple,Simona Volpi,Joy T. Boyer,Elizabeth J. Thomson,Mark S. Guyer,Cathy Ng,Assya Abdallah,Deborah Colantuoni,Thomas R. Insel,Susan E. Koester,Roger Little,Patrick Bender,Thomas Lehner,Yin Yao,Carolyn C. Compton,Jimmie B. Vaught,Sherilyn Sawyer,Nicole C. Lockhart,Joanne P. Demchok,Helen F. Moore +129 more
TL;DR: The Genotype-Tissue Expression (GTEx) project is described, which will establish a resource database and associated tissue bank for the scientific community to study the relationship between genetic variation and gene expression in human tissues.
Journal ArticleDOI
GCTA: a tool for genome-wide complex trait analysis.
TL;DR: The GCTA software is a versatile tool to estimate and partition complex trait variation with large GWAS data sets and focuses on the function of estimating the variance explained by all the SNPs on the X chromosome and testing the hypotheses of dosage compensation.
Related Papers (5)
Biological insights from 108 schizophrenia-associated genetic loci
Stephan Ripke,Stephan Ripke,Benjamin M. Neale,Benjamin M. Neale,Aiden Corvin,James T.R. Walters,Kai-How Farh,Peter Holmans,Phil Lee,Phil Lee,Brendan Bulik-Sullivan,Brendan Bulik-Sullivan,David A. Collier,David A. Collier,Hailiang Huang,Hailiang Huang,Tune H. Pers,Tune H. Pers,Tune H. Pers,Ingrid Agartz,Ingrid Agartz,Esben Agerbo,Esben Agerbo,Margot Albus,Madeline Alexander,Farooq Amin,Silviu Alin Bacanu,Martin Begemann,Richard A. Belliveau,Judit Bene,Sarah E. Bergen,Sarah E. Bergen,Elizabeth Bevilacqua,Tim B. Bigdeli,Donald W. Black,Richard Bruggeman,Nancy G. Buccola,Randy L. Buckner,William Byerley,Wiepke Cahn,Guiqing Cai,Dominique Campion,Rita M. Cantor,Vaughan J. Carr,Noa Carrera,Stanley V. Catts,Kimberly Chambert,Raymond C.K. Chan,Ronald Y.L. Chen,Eric Y.H. Chen,Wei Cheng,Eric F.C. Cheung,Siow Ann Chong,C. Robert Cloninger,David Cohen,Nadine Cohen,Paul Cormican,Nicholas John Craddock,James J. Crowley,David Curtis,David Curtis,Michael Davidson,Kenneth L. Davis,Franziska Degenhardt,Jurgen Del Favero,Ditte Demontis,Ditte Demontis,Dimitris Dikeos,Timothy G. Dinan,Srdjan Djurovic,Gary Donohoe,Gary Donohoe,Elodie Drapeau,Jubao Duan,Frank Dudbridge,Naser Durmishi,Peter Eichhammer,Johan G. Eriksson,Johan G. Eriksson,Valentina Escott-Price,Laurent Essioux,Ayman H. Fanous,Martilias S. Farrell,Josef Frank,Lude Franke,Robert Freedman,Nelson B. Freimer,Marion Friedl,Joseph I. Friedman,Menachem Fromer,Menachem Fromer,Menachem Fromer,Giulio Genovese,Lyudmila Georgieva,Ina Giegling,Ina Giegling,Paola Giusti-Rodríguez,Stephanie Godard,Jacqueline I. Goldstein,Jacqueline I. Goldstein,Vera Golimbet,Srihari Gopal,Jacob Gratten,Lieuwe de Haan,Christian Hammer,Marian L. Hamshere,Mark Hansen,Thomas Hansen,Vahram Haroutunian,Vahram Haroutunian,Annette M. Hartmann,Frans Henskens,Stefan Herms,Stefan Herms,Joel N. Hirschhorn,Joel N. Hirschhorn,Per Hoffmann,Per Hoffmann,A. Hofman,Mads V. Hollegaard,David M. Hougaard,Masashi Ikeda,Inge Joa,Antonio Julià,René S. Kahn,Luba Kalaydjieva,Sena Karachanak-Yankova,Juha Karjalainen,David J. Kavanagh,Matthew C. Keller,James L. Kennedy,Andrey Khrunin,Yunjung Kim,Janis Klovins,James A. Knowles,Bettina Konte,Vaidutis Kučinskas,Zita Ausrele Kucinskiene,Hana Kuzelova-Ptackova,Anna K. Kähler,Claudine Laurent,Jimmy Lee Chee Keong,S. Hong Lee,Sophie E. Legge,Bernard Lerer,Miaoxin Li,Tao Li,Kung-Yee Liang,Jeffrey A. Lieberman,Svetlana A. Limborska,Carmel M. Loughland,Jan Lubinski,Jouko Lönnqvist,Milan Macek,Patrik K. E. Magnusson,Brion S. Maher,Wolfgang Maier,J. Mallet,Sara Marsal,Manuel Mattheisen,Manuel Mattheisen,Manuel Mattheisen,Morten Mattingsdal,Robert W. McCarley,Colm McDonald,Andrew M. McIntosh,Sandra Meier,Carin J. Meijer,Béla Melegh,Ingrid Melle,Raquelle I. Mesholam-Gately,Andres Metspalu,Patricia T. Michie,Lili Milani,Vihra Milanova,Younes Mokrab,Derek W. Morris,Derek W. Morris,Ole Mors,Ole Mors,Kieran C. Murphy,Robin M. Murray,Inez Myin-Germeys,Bertram Mueller-Myhsok,Mari Nelis,Igor Nenadic,Deborah A. Nertney,Gerald Nestadt,Kristin K. Nicodemus,Liene Nikitina-Zake,Laura Nisenbaum,Annelie Nordin,Eadbhard O'Callaghan,Colm O'Dushlaine,F. Anthony O'Neill,Sang-Yun Oh,Ann Olincy,Line Olsen,Jim van Os,Jim van Os,Christos Pantelis,George N. Papadimitriou,Sergi Papiol,Elena Parkhomenko,Michele T. Pato,Tiina Paunio,Tiina Paunio,Milica Pejovic-Milovancevic,Diana O. Perkins,Olli Pietiläinen,Olli Pietiläinen,Jonathan Pimm,Andrew Pocklington,John Powell,Alkes L. Price,Alkes L. Price,Ann E. Pulver,Shaun Purcell,Digby Quested,Henrik B. Rasmussen,Abraham Reichenberg,Mark Reimers,Alexander Richards,Joshua L. Roffman,Panos Roussos,Douglas M. Ruderfer,Douglas M. Ruderfer,Veikko Salomaa,Alan R. Sanders,Ulrich Schall,Christian R. Schubert,Thomas G. Schulze,Thomas G. Schulze,Sibylle G. Schwab,Edward M. Scolnick,Rodney J. Scott,Larry J. Seidman,Jianxin Shi,Engilbert Sigurdsson,Teimuraz Silagadze,Jeremy M. Silverman,Jeremy M. Silverman,Kang Sim,Petr Slominsky,Jordan W. Smoller,Jordan W. Smoller,Hon-Cheong So,Chris C. A. Spencer,Eli A. Stahl,Eli A. Stahl,Hreinn Stefansson,Stacy Steinberg,Elisabeth Stögmann,Richard E. Straub,Eric Strengman,Jana Strohmaier,T. Scott Stroup,Mythily Subramaniam,Jaana Suvisaari,Dragan M. Svrakic,Jin P. Szatkiewicz,Erik Söderman,Srinivas Thirumalai,Draga Toncheva,Sarah Tosato,Juha Veijola,John L. Waddington,Dermot Walsh,Dai Wang,Qiang Wang,Bradley T. Webb,Mark Weiser,Dieter B. Wildenauer,Nigel Williams,Stephanie Williams,Stephanie H. Witt,Aaron R. Wolen,Emily H. M. Wong,Brandon Wormley,Hualin Simon Xi,Clement C. Zai,Xuebin Zheng,Fritz Zimprich,Naomi R. Wray,Kari Stefansson,Peter M. Visscher,Rolf Adolfsson,Ole A. Andreassen,Douglas Blackwood,Elvira Bramon,Joseph D. Buxbaum,Anders D. Børglum,Anders D. Børglum,Sven Cichon,Sven Cichon,Ariel Darvasi,Enrico Domenici,Hannelore Ehrenreich,Tõnu Esko,Tõnu Esko,Tõnu Esko,Pablo V. Gejman,Michael Gill,Hugh Gurling,Christina M. Hultman,Nakao Iwata,Assen Jablensky,Erik G. Jönsson,Erik G. Jönsson,Kenneth S. Kendler,George Kirov,Jo Knight,Todd Lencz,Todd Lencz,Douglas F. Levinson,Qingqin S. Li,Jianjun Liu,Jianjun Liu,Anil K. Malhotra,Anil K. Malhotra,Steven A. McCarroll,Steven A. McCarroll,Andrew McQuillin,Jennifer L. Moran,Preben Bo Mortensen,Preben Bo Mortensen,Bryan J. Mowry,Markus M. Noethen,Roel A. Ophoff,Roel A. Ophoff,Michael John Owen,Aarno Palotie,Aarno Palotie,Aarno Palotie,Carlos N. Pato,Tracey L. Petryshen,Tracey L. Petryshen,Danielle Posthuma,Danielle Posthuma,Marcella Rietschel,Brien P. Riley,Dan Rujescu,Dan Rujescu,Pak C. Sham,Pamela Sklar,David St Clair,Daniel R. Weinberger,Jens R. Wendland,Thomas Werge,Thomas Werge,Mark J. Daly,Mark J. Daly,Patrick F. Sullivan,Patrick F. Sullivan,Michael Conlon O'Donovan +354 more
Integrative analysis of 111 reference human epigenomes
Anshul Kundaje,Wouter Meuleman,Wouter Meuleman,Jason Ernst,Misha Bilenky,Angela Yen,Angela Yen,Alireza Heravi-Moussavi,Pouya Kheradpour,Pouya Kheradpour,Zhizhuo Zhang,Zhizhuo Zhang,Jianrong Wang,Jianrong Wang,Michael J. Ziller,Viren Amin,John W. Whitaker,Matthew D. Schultz,Lucas D. Ward,Lucas D. Ward,Abhishek Sarkar,Abhishek Sarkar,Gerald Quon,Gerald Quon,Richard Sandstrom,Matthew L. Eaton,Matthew L. Eaton,Yi-Chieh Wu,Yi-Chieh Wu,Andreas R. Pfenning,Andreas R. Pfenning,Xinchen Wang,Xinchen Wang,Melina Claussnitzer,Melina Claussnitzer,Yaping Liu,Yaping Liu,Cristian Coarfa,R. Alan Harris,Noam Shoresh,Charles B. Epstein,Elizabeta Gjoneska,Elizabeta Gjoneska,Danny Leung,Wei Xie,R. David Hawkins,Ryan Lister,Chibo Hong,Philippe Gascard,Andrew J. Mungall,Richard A. Moore,Eric Chuah,Angela Tam,Theresa K. Canfield,R. Scott Hansen,Rajinder Kaul,Peter J. Sabo,Mukul S. Bansal,Mukul S. Bansal,Mukul S. Bansal,Annaick Carles,Jesse R. Dixon,Kai How Farh,Soheil Feizi,Soheil Feizi,Rosa Karlic,Ah Ram Kim,Ah Ram Kim,Ashwinikumar Kulkarni,Daofeng Li,Rebecca F. Lowdon,Ginell Elliott,Tim R. Mercer,Shane Neph,Vitor Onuchic,Paz Polak,Paz Polak,Nisha Rajagopal,Pradipta R. Ray,Richard C Sallari,Richard C Sallari,Kyle Siebenthall,Nicholas A Sinnott-Armstrong,Nicholas A Sinnott-Armstrong,Michael Stevens,Robert E. Thurman,Jie Wu,Bo Zhang,Xin Zhou,Arthur E. Beaudet,Laurie A. Boyer,Philip L. De Jager,Philip L. De Jager,Peggy J. Farnham,Susan J. Fisher,David Haussler,Steven J.M. Jones,Steven J.M. Jones,Wei Li,Marco A. Marra,Michael T. McManus,Shamil R. Sunyaev,Shamil R. Sunyaev,James A. Thomson,Thea D. Tlsty,Li-Huei Tsai,Li-Huei Tsai,Wei Wang,Robert A. Waterland,Michael Q. Zhang,Lisa Helbling Chadwick,Bradley E. Bernstein,Bradley E. Bernstein,Bradley E. Bernstein,Joseph F. Costello,Joseph R. Ecker,Martin Hirst,Alexander Meissner,Aleksandar Milosavljevic,Bing Ren,John A. Stamatoyannopoulos,Ting Wang,Manolis Kellis,Manolis Kellis +123 more
The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans
Kristin G. Ardlie,David S. DeLuca,Ayellet V. Segrè,Timothy J. Sullivan,Taylor Young,Ellen Gelfand,Casandra A. Trowbridge,Julian Maller,Taru Tukiainen,Monkol Lek,Lucas D. Ward,Pouya Kheradpour,Benjamin Iriarte,Yan Meng,Cameron D. Palmer,Tõnu Esko,Wendy Winckler,Joel N. Hirschhorn,Manolis Kellis,Daniel G. MacArthur,Gad Getz,Andrey A. Shabalin,Gen Li,Yi-Hui Zhou,Andrew B. Nobel,Ivan Rusyn,Fred A. Wright,Tuuli Lappalainen,Pedro G. Ferreira,Halit Ongen,Manuel A. Rivas,Alexis Battle,Sara Mostafavi,Jean Monlong,Michael Sammeth,Marta Melé,Ferran Reverter,Jakob M. Goldmann,Daphne Koller,Roderic Guigó,Mark I. McCarthy,Emmanouil T. Dermitzakis,Eric R. Gamazon,Hae Kyung Im,Anuar Konkashbaev,Dan L. Nicolae,Nancy J. Cox,Timothée Flutre,Xiaoquan Wen,Matthew Stephens,Jonathan K. Pritchard,Zhidong Tu,Bin Zhang,Tao Huang,Quan Long,Luan Lin,Jialiang Yang,Jun Zhu,Jun Liu,Amanda Brown,Bernadette Mestichelli,Denee Tidwell,Edmund Lo,Mike Salvatore,Saboor Shad,Jeffrey A. Thomas,John T. Lonsdale,Michael T. Moser,Bryan Gillard,Ellen Karasik,Kimberly Ramsey,Christopher Choi,Barbara A. Foster,John Syron,Johnell Fleming,Harold Magazine,Rick Hasz,Gary Walters,Jason Bridge,Mark Miklos,Susan L. Sullivan,Laura Barker,Heather M. Traino,Maghboeba Mosavel,Laura A. Siminoff,Dana R. Valley,Daniel C. Rohrer,Scott D. Jewell,Philip A. Branton,Leslie H. Sobin,Mary Barcus,Liqun Qi,Jeffrey McLean,Pushpa Hariharan,Ki Sung Um,Shenpei Wu,David Tabor,Charles Shive,Anna M. Smith,Stephen A. Buia,Anita H. Undale,Karna Robinson,Nancy Roche,Kimberly M. Valentino,Angela Britton,Robin Burges,Debra Bradbury,Kenneth W. Hambright,John Seleski,Greg E. Korzeniewski,Kenyon Erickson,Yvonne Marcus,Jorge Tejada,Mehran Taherian,Chunrong Lu,Margaret J. Basile,Deborah C. Mash,Simona Volpi,Jeffery P. Struewing,Gary F. Temple,Joy T. Boyer,Deborah Colantuoni,Roger Little,Susan E. Koester,Latarsha J. Carithers,Helen M. Moore,Ping Guan,Carolyn C. Compton,Sherilyn Sawyer,Joanne P. Demchok,Jimmie B. Vaught,Chana A. Rabiner,Nicole C. Lockhart +132 more