Literature DB >> 27918533

Identification of context-dependent expression quantitative trait loci in whole blood.

Daria V Zhernakova1, Patrick Deelen1,2, Martijn Vermaat3, Maarten van Iterson4, Michiel van Galen3, Wibowo Arindrarto5, Peter van 't Hof5, Hailiang Mei5, Freerk van Dijk1,2, Harm-Jan Westra6,7,8, Marc Jan Bonder1, Jeroen van Rooij9, Marijn Verkerk9, P Mila Jhamai9, Matthijs Moed4, Szymon M Kielbasa4, Jan Bot10, Irene Nooren10, René Pool11, Jenny van Dongen11, Jouke J Hottenga11, Coen D A Stehouwer12,13, Carla J H van der Kallen12,13, Casper G Schalkwijk12,13, Alexandra Zhernakova1, Yang Li1, Ettje F Tigchelaar1, Niek de Klein1, Marian Beekman4, Joris Deelen4, Diana van Heemst14, Leonard H van den Berg15, Albert Hofman16, André G Uitterlinden9, Marleen M J van Greevenbroek12,13, Jan H Veldink15, Dorret I Boomsma11, Cornelia M van Duijn17, Cisca Wijmenga1, P Eline Slagboom4, Morris A Swertz1,2, Aaron Isaacs13,17,18, Joyce B J van Meurs9, Rick Jansen19, Bastiaan T Heijmans4, Peter A C 't Hoen3, Lude Franke1.   

Abstract

Genetic risk factors often localize to noncoding regions of the genome with unknown effects on disease etiology. Expression quantitative trait loci (eQTLs) help to explain the regulatory mechanisms underlying these genetic associations. Knowledge of the context that determines the nature and strength of eQTLs may help identify cell types relevant to pathophysiology and the regulatory networks underlying disease. Here we generated peripheral blood RNA-seq data from 2,116 unrelated individuals and systematically identified context-dependent eQTLs using a hypothesis-free strategy that does not require previous knowledge of the identity of the modifiers. Of the 23,060 significant cis-regulated genes (false discovery rate (FDR) ≤ 0.05), 2,743 (12%) showed context-dependent eQTL effects. The majority of these effects were influenced by cell type composition. A set of 145 cis-eQTLs depended on type I interferon signaling. Others were modulated by specific transcription factors binding to the eQTL SNPs.

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Year:  2016        PMID: 27918533     DOI: 10.1038/ng.3737

Source DB:  PubMed          Journal:  Nat Genet        ISSN: 1061-4036            Impact factor:   38.330


  61 in total

1.  Integration of biological networks and gene expression data using Cytoscape.

Authors:  Melissa S Cline; Michael Smoot; Ethan Cerami; Allan Kuchinsky; Nerius Landys; Chris Workman; Rowan Christmas; Iliana Avila-Campilo; Michael Creech; Benjamin Gross; Kristina Hanspers; Ruth Isserlin; Ryan Kelley; Sarah Killcoyne; Samad Lotia; Steven Maere; John Morris; Keiichiro Ono; Vuk Pavlovic; Alexander R Pico; Aditya Vailaya; Peng-Liang Wang; Annette Adler; Bruce R Conklin; Leroy Hood; Martin Kuiper; Chris Sander; Ilya Schmulevich; Benno Schwikowski; Guy J Warner; Trey Ideker; Gary D Bader
Journal:  Nat Protoc       Date:  2007       Impact factor: 13.491

2.  Potential etiologic and functional implications of genome-wide association loci for human diseases and traits.

Authors:  Lucia A Hindorff; Praveen Sethupathy; Heather A Junkins; Erin M Ramos; Jayashri P Mehta; Francis S Collins; Teri A Manolio
Journal:  Proc Natl Acad Sci U S A       Date:  2009-05-27       Impact factor: 11.205

Review 3.  Transcription factor networks in erythroid cell and megakaryocyte development.

Authors:  Louis C Doré; John D Crispino
Journal:  Blood       Date:  2011-05-26       Impact factor: 22.113

4.  Comparing computational methods for identification of allele-specific expression based on next generation sequencing data.

Authors:  Zhi Liu; Jing Yang; Huayong Xu; Chao Li; Zhen Wang; Yuanyuan Li; Xiao Dong; Yixue Li
Journal:  Genet Epidemiol       Date:  2014-09-02       Impact factor: 2.135

5.  FTO Obesity Variant Circuitry and Adipocyte Browning in Humans.

Authors:  Melina Claussnitzer; Simon N Dankel; Kyoung-Han Kim; Gerald Quon; Wouter Meuleman; Christine Haugen; Viktoria Glunk; Isabel S Sousa; Jacqueline L Beaudry; Vijitha Puviindran; Nezar A Abdennur; Jannel Liu; Per-Arne Svensson; Yi-Hsiang Hsu; Daniel J Drucker; Gunnar Mellgren; Chi-Chung Hui; Hans Hauner; Manolis Kellis
Journal:  N Engl J Med       Date:  2015-08-19       Impact factor: 91.245

Review 6.  Regulation of type I interferon responses.

Authors:  Lionel B Ivashkiv; Laura T Donlin
Journal:  Nat Rev Immunol       Date:  2014-01       Impact factor: 53.106

7.  BLUEPRINT to decode the epigenetic signature written in blood.

Authors:  David Adams; Lucia Altucci; Stylianos E Antonarakis; Juan Ballesteros; Stephan Beck; Adrian Bird; Christoph Bock; Bernhard Boehm; Elias Campo; Andrea Caricasole; Fredrik Dahl; Emmanouil T Dermitzakis; Tariq Enver; Manel Esteller; Xavier Estivill; Anne Ferguson-Smith; Jude Fitzgibbon; Paul Flicek; Claudia Giehl; Thomas Graf; Frank Grosveld; Roderic Guigo; Ivo Gut; Kristian Helin; Jonas Jarvius; Ralf Küppers; Hans Lehrach; Thomas Lengauer; Åke Lernmark; David Leslie; Markus Loeffler; Elizabeth Macintyre; Antonello Mai; Joost H A Martens; Saverio Minucci; Willem H Ouwehand; Pier Giuseppe Pelicci; Hèléne Pendeville; Bo Porse; Vardhman Rakyan; Wolf Reik; Martin Schrappe; Dirk Schübeler; Martin Seifert; Reiner Siebert; David Simmons; Nicole Soranzo; Salvatore Spicuglia; Michael Stratton; Hendrik G Stunnenberg; Amos Tanay; David Torrents; Alfonso Valencia; Edo Vellenga; Martin Vingron; Jörn Walter; Spike Willcocks
Journal:  Nat Biotechnol       Date:  2012-03-07       Impact factor: 54.908

8.  Biological interpretation of genome-wide association studies using predicted gene functions.

Authors:  Tune H Pers; Juha M Karjalainen; Yingleong Chan; Harm-Jan Westra; Andrew R Wood; Jian Yang; Julian C Lui; Sailaja Vedantam; Stefan Gustafsson; Tonu Esko; Tim Frayling; Elizabeth K Speliotes; Michael Boehnke; Soumya Raychaudhuri; Rudolf S N Fehrmann; Joel N Hirschhorn; Lude Franke
Journal:  Nat Commun       Date:  2015-01-19       Impact factor: 14.919

9.  Linking disease associations with regulatory information in the human genome.

Authors:  Marc A Schaub; Alan P Boyle; Anshul Kundaje; Serafim Batzoglou; Michael Snyder
Journal:  Genome Res       Date:  2012-09       Impact factor: 9.043

10.  Cell Specific eQTL Analysis without Sorting Cells.

Authors:  Harm-Jan Westra; Danny Arends; Tõnu Esko; Marjolein J Peters; Claudia Schurmann; Katharina Schramm; Johannes Kettunen; Hanieh Yaghootkar; Benjamin P Fairfax; Anand Kumar Andiappan; Yang Li; Jingyuan Fu; Juha Karjalainen; Mathieu Platteel; Marijn Visschedijk; Rinse K Weersma; Silva Kasela; Lili Milani; Liina Tserel; Pärt Peterson; Eva Reinmaa; Albert Hofman; André G Uitterlinden; Fernando Rivadeneira; Georg Homuth; Astrid Petersmann; Roberto Lorbeer; Holger Prokisch; Thomas Meitinger; Christian Herder; Michael Roden; Harald Grallert; Samuli Ripatti; Markus Perola; Andrew R Wood; David Melzer; Luigi Ferrucci; Andrew B Singleton; Dena G Hernandez; Julian C Knight; Rossella Melchiotti; Bernett Lee; Michael Poidinger; Francesca Zolezzi; Anis Larbi; De Yun Wang; Leonard H van den Berg; Jan H Veldink; Olaf Rotzschke; Seiko Makino; Veikko Salomaa; Konstantin Strauch; Uwe Völker; Joyce B J van Meurs; Andres Metspalu; Cisca Wijmenga; Ritsert C Jansen; Lude Franke
Journal:  PLoS Genet       Date:  2015-05-08       Impact factor: 5.917

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  159 in total

1.  A characterization of cis- and trans-heritability of RNA-Seq-based gene expression.

Authors:  Klaasjan G Ouwens; Rick Jansen; Michel G Nivard; Jenny van Dongen; Maia J Frieser; Jouke-Jan Hottenga; Wibowo Arindrarto; Annique Claringbould; Maarten van Iterson; Hailiang Mei; Lude Franke; Bastiaan T Heijmans; Peter A C 't Hoen; Joyce van Meurs; Andrew I Brooks; Brenda W J H Penninx; Dorret I Boomsma
Journal:  Eur J Hum Genet       Date:  2019-09-26       Impact factor: 4.246

2.  Using Transcriptomic Hidden Variables to Infer Context-Specific Genotype Effects in the Brain.

Authors:  Bernard Ng; William Casazza; Ellis Patrick; Shinya Tasaki; Gherman Novakovsky; Daniel Felsky; Yiyi Ma; David A Bennett; Chris Gaiteri; Philip L De Jager; Sara Mostafavi
Journal:  Am J Hum Genet       Date:  2019-08-22       Impact factor: 11.025

3.  Comprehensive Multiple eQTL Detection and Its Application to GWAS Interpretation.

Authors:  Biao Zeng; Luke R Lloyd-Jones; Grant W Montgomery; Andres Metspalu; Tonu Esko; Lude Franke; Urmo Vosa; Annique Claringbould; Kenneth L Brigham; Arshed A Quyyumi; Youssef Idaghdour; Jian Yang; Peter M Visscher; Joseph E Powell; Greg Gibson
Journal:  Genetics       Date:  2019-05-22       Impact factor: 4.562

4.  Conditional eQTL analysis reveals allelic heterogeneity of gene expression.

Authors:  Rick Jansen; Jouke-Jan Hottenga; Michel G Nivard; Abdel Abdellaoui; Bram Laport; Eco J de Geus; Fred A Wright; Brenda W J H Penninx; Dorret I Boomsma
Journal:  Hum Mol Genet       Date:  2017-04-15       Impact factor: 6.150

5.  Disease variants alter transcription factor levels and methylation of their binding sites.

Authors:  Marc Jan Bonder; René Luijk; Daria V Zhernakova; Matthijs Moed; Patrick Deelen; Martijn Vermaat; Maarten van Iterson; Freerk van Dijk; Michiel van Galen; Jan Bot; Roderick C Slieker; P Mila Jhamai; Michael Verbiest; H Eka D Suchiman; Marijn Verkerk; Ruud van der Breggen; Jeroen van Rooij; Nico Lakenberg; Wibowo Arindrarto; Szymon M Kielbasa; Iris Jonkers; Peter van 't Hof; Irene Nooren; Marian Beekman; Joris Deelen; Diana van Heemst; Alexandra Zhernakova; Ettje F Tigchelaar; Morris A Swertz; Albert Hofman; André G Uitterlinden; René Pool; Jenny van Dongen; Jouke J Hottenga; Coen D A Stehouwer; Carla J H van der Kallen; Casper G Schalkwijk; Leonard H van den Berg; Erik W van Zwet; Hailiang Mei; Yang Li; Mathieu Lemire; Thomas J Hudson; P Eline Slagboom; Cisca Wijmenga; Jan H Veldink; Marleen M J van Greevenbroek; Cornelia M van Duijn; Dorret I Boomsma; Aaron Isaacs; Rick Jansen; Joyce B J van Meurs; Peter A C 't Hoen; Lude Franke; Bastiaan T Heijmans
Journal:  Nat Genet       Date:  2016-12-05       Impact factor: 38.330

Review 6.  Deciphering the Emerging Complexities of Molecular Mechanisms at GWAS Loci.

Authors:  Maren E Cannon; Karen L Mohlke
Journal:  Am J Hum Genet       Date:  2018-11-01       Impact factor: 11.025

7.  Parkinson's Disease Risk Variant rs1109303 Regulates the Expression of INPP5K and CRK in Human Brain.

Authors:  Guiyou Liu; Yi Zhao; Jing-Yi Sun; Bao-Liang Sun
Journal:  Neurosci Bull       Date:  2018-09-17       Impact factor: 5.203

8.  Longitudinal RNA-Seq Analysis of the Repeatability of Gene Expression and Splicing in Human Platelets Identifies a Platelet SELP Splice QTL.

Authors:  Matthew T Rondina; Deepak Voora; Lukas M Simon; Hansjörg Schwertz; Julie F Harper; Olivia Lee; Seema C Bhatlekar; Qing Li; Alicia S Eustes; Emilie Montenont; Robert A Campbell; Neal D Tolley; Yasuhiro Kosaka; Andrew S Weyrich; Paul F Bray; Jesse W Rowley
Journal:  Circ Res       Date:  2019-12-19       Impact factor: 17.367

9.  GPR146 Deficiency Protects against Hypercholesterolemia and Atherosclerosis.

Authors:  Haojie Yu; Antoine Rimbert; Alice E Palmer; Takafumi Toyohara; Yulei Xia; Fang Xia; Leonardo M R Ferreira; Zhifen Chen; Tao Chen; Natalia Loaiza; Nathaniel Brooks Horwitz; Michael C Kacergis; Liping Zhao; Alexander A Soukas; Jan Albert Kuivenhoven; Sekar Kathiresan; Chad A Cowan
Journal:  Cell       Date:  2019-11-27       Impact factor: 41.582

10.  A Survey of Rare Epigenetic Variation in 23,116 Human Genomes Identifies Disease-Relevant Epivariations and CGG Expansions.

Authors:  Paras Garg; Bharati Jadhav; Oscar L Rodriguez; Nihir Patel; Alejandro Martin-Trujillo; Miten Jain; Sofie Metsu; Hugh Olsen; Benedict Paten; Beate Ritz; R Frank Kooy; Jozef Gecz; Andrew J Sharp
Journal:  Am J Hum Genet       Date:  2020-09-15       Impact factor: 11.025

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