Literature DB >> 24770875

Determining causality and consequence of expression quantitative trait loci.

A Battle1, S B Montgomery.   

Abstract

Expression quantitative trait loci (eQTLs) are currently the most abundant and systematically-surveyed class of functional consequence for genetic variation. Recent genetic studies of gene expression have identified thousands of eQTLs in diverse tissue types for the majority of human genes. Application of this large eQTL catalog provides an important resource for understanding the molecular basis of common genetic diseases. However, only now has both the availability of individuals with full genomes and corresponding advances in functional genomics provided the opportunity to dissect eQTLs to identify causal regulatory variants. Resolving the properties of such causal regulatory variants is improving understanding of the molecular mechanisms that influence traits and guiding the development of new genome-scale approaches to variant interpretation. In this review, we provide an overview of current computational and experimental methods for identifying causal regulatory variants and predicting their phenotypic consequences.

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Year:  2014        PMID: 24770875      PMCID: PMC4077614          DOI: 10.1007/s00439-014-1446-0

Source DB:  PubMed          Journal:  Hum Genet        ISSN: 0340-6717            Impact factor:   4.132


  85 in total

1.  Compact, universal DNA microarrays to comprehensively determine transcription-factor binding site specificities.

Authors:  Michael F Berger; Anthony A Philippakis; Aaron M Qureshi; Fangxue S He; Preston W Estep; Martha L Bulyk
Journal:  Nat Biotechnol       Date:  2006-09-24       Impact factor: 54.908

2.  Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project.

Authors:  Ewan Birney; John A Stamatoyannopoulos; Anindya Dutta; Roderic Guigó; Thomas R Gingeras; Elliott H Margulies; Zhiping Weng; Michael Snyder; Emmanouil T Dermitzakis; Robert E Thurman; Michael S Kuehn; Christopher M Taylor; Shane Neph; Christoph M Koch; Saurabh Asthana; Ankit Malhotra; Ivan Adzhubei; Jason A Greenbaum; Robert M Andrews; Paul Flicek; Patrick J Boyle; Hua Cao; Nigel P Carter; Gayle K Clelland; Sean Davis; Nathan Day; Pawandeep Dhami; Shane C Dillon; Michael O Dorschner; Heike Fiegler; Paul G Giresi; Jeff Goldy; Michael Hawrylycz; Andrew Haydock; Richard Humbert; Keith D James; Brett E Johnson; Ericka M Johnson; Tristan T Frum; Elizabeth R Rosenzweig; Neerja Karnani; Kirsten Lee; Gregory C Lefebvre; Patrick A Navas; Fidencio Neri; Stephen C J Parker; Peter J Sabo; Richard Sandstrom; Anthony Shafer; David Vetrie; Molly Weaver; Sarah Wilcox; Man Yu; Francis S Collins; Job Dekker; Jason D Lieb; Thomas D Tullius; Gregory E Crawford; Shamil Sunyaev; William S Noble; Ian Dunham; France Denoeud; Alexandre Reymond; Philipp Kapranov; Joel Rozowsky; Deyou Zheng; Robert Castelo; Adam Frankish; Jennifer Harrow; Srinka Ghosh; Albin Sandelin; Ivo L Hofacker; Robert Baertsch; Damian Keefe; Sujit Dike; Jill Cheng; Heather A Hirsch; Edward A Sekinger; Julien Lagarde; Josep F Abril; Atif Shahab; Christoph Flamm; Claudia Fried; Jörg Hackermüller; Jana Hertel; Manja Lindemeyer; Kristin Missal; Andrea Tanzer; Stefan Washietl; Jan Korbel; Olof Emanuelsson; Jakob S Pedersen; Nancy Holroyd; Ruth Taylor; David Swarbreck; Nicholas Matthews; Mark C Dickson; Daryl J Thomas; Matthew T Weirauch; James Gilbert; Jorg Drenkow; Ian Bell; XiaoDong Zhao; K G Srinivasan; Wing-Kin Sung; Hong Sain Ooi; Kuo Ping Chiu; Sylvain Foissac; Tyler Alioto; Michael Brent; Lior Pachter; Michael L Tress; Alfonso Valencia; Siew Woh Choo; Chiou Yu Choo; Catherine Ucla; Caroline Manzano; Carine Wyss; Evelyn Cheung; Taane G Clark; James B Brown; Madhavan Ganesh; Sandeep Patel; Hari Tammana; Jacqueline Chrast; Charlotte N Henrichsen; Chikatoshi Kai; Jun Kawai; Ugrappa Nagalakshmi; Jiaqian Wu; Zheng Lian; Jin Lian; Peter Newburger; Xueqing Zhang; Peter Bickel; John S Mattick; Piero Carninci; Yoshihide Hayashizaki; Sherman Weissman; Tim Hubbard; Richard M Myers; Jane Rogers; Peter F Stadler; Todd M Lowe; Chia-Lin Wei; Yijun Ruan; Kevin Struhl; Mark Gerstein; Stylianos E Antonarakis; Yutao Fu; Eric D Green; Ulaş Karaöz; Adam Siepel; James Taylor; Laura A Liefer; Kris A Wetterstrand; Peter J Good; Elise A Feingold; Mark S Guyer; Gregory M Cooper; George Asimenos; Colin N Dewey; Minmei Hou; Sergey Nikolaev; Juan I Montoya-Burgos; Ari Löytynoja; Simon Whelan; Fabio Pardi; Tim Massingham; Haiyan Huang; Nancy R Zhang; Ian Holmes; James C Mullikin; Abel Ureta-Vidal; Benedict Paten; Michael Seringhaus; Deanna Church; Kate Rosenbloom; W James Kent; Eric A Stone; Serafim Batzoglou; Nick Goldman; Ross C Hardison; David Haussler; Webb Miller; Arend Sidow; Nathan D Trinklein; Zhengdong D Zhang; Leah Barrera; Rhona Stuart; David C King; Adam Ameur; Stefan Enroth; Mark C Bieda; Jonghwan Kim; Akshay A Bhinge; Nan Jiang; Jun Liu; Fei Yao; Vinsensius B Vega; Charlie W H Lee; Patrick Ng; Atif Shahab; Annie Yang; Zarmik Moqtaderi; Zhou Zhu; Xiaoqin Xu; Sharon Squazzo; Matthew J Oberley; David Inman; Michael A Singer; Todd A Richmond; Kyle J Munn; Alvaro Rada-Iglesias; Ola Wallerman; Jan Komorowski; Joanna C Fowler; Phillippe Couttet; Alexander W Bruce; Oliver M Dovey; Peter D Ellis; Cordelia F Langford; David A Nix; Ghia Euskirchen; Stephen Hartman; Alexander E Urban; Peter Kraus; Sara Van Calcar; Nate Heintzman; Tae Hoon Kim; Kun Wang; Chunxu Qu; Gary Hon; Rosa Luna; Christopher K Glass; M Geoff Rosenfeld; Shelley Force Aldred; Sara J Cooper; Anason Halees; Jane M Lin; Hennady P Shulha; Xiaoling Zhang; Mousheng Xu; Jaafar N S Haidar; Yong Yu; Yijun Ruan; Vishwanath R Iyer; Roland D Green; Claes Wadelius; Peggy J Farnham; Bing Ren; Rachel A Harte; Angie S Hinrichs; Heather Trumbower; Hiram Clawson; Jennifer Hillman-Jackson; Ann S Zweig; Kayla Smith; Archana Thakkapallayil; Galt Barber; Robert M Kuhn; Donna Karolchik; Lluis Armengol; Christine P Bird; Paul I W de Bakker; Andrew D Kern; Nuria Lopez-Bigas; Joel D Martin; Barbara E Stranger; Abigail Woodroffe; Eugene Davydov; Antigone Dimas; Eduardo Eyras; Ingileif B Hallgrímsdóttir; Julian Huppert; Michael C Zody; Gonçalo R Abecasis; Xavier Estivill; Gerard G Bouffard; Xiaobin Guan; Nancy F Hansen; Jacquelyn R Idol; Valerie V B Maduro; Baishali Maskeri; Jennifer C McDowell; Morgan Park; Pamela J Thomas; Alice C Young; Robert W Blakesley; Donna M Muzny; Erica Sodergren; David A Wheeler; Kim C Worley; Huaiyang Jiang; George M Weinstock; Richard A Gibbs; Tina Graves; Robert Fulton; Elaine R Mardis; Richard K Wilson; Michele Clamp; James Cuff; Sante Gnerre; David B Jaffe; Jean L Chang; Kerstin Lindblad-Toh; Eric S Lander; Maxim Koriabine; Mikhail Nefedov; Kazutoyo Osoegawa; Yuko Yoshinaga; Baoli Zhu; Pieter J de Jong
Journal:  Nature       Date:  2007-06-14       Impact factor: 49.962

3.  Trait-associated SNPs are more likely to be eQTLs: annotation to enhance discovery from GWAS.

Authors:  Dan L Nicolae; Eric Gamazon; Wei Zhang; Shiwei Duan; M Eileen Dolan; Nancy J Cox
Journal:  PLoS Genet       Date:  2010-04-01       Impact factor: 5.917

4.  Massively parallel decoding of mammalian regulatory sequences supports a flexible organizational model.

Authors:  Robin P Smith; Leila Taher; Rupali P Patwardhan; Mee J Kim; Fumitaka Inoue; Jay Shendure; Ivan Ovcharenko; Nadav Ahituv
Journal:  Nat Genet       Date:  2013-07-28       Impact factor: 38.330

5.  Massively parallel in vivo enhancer assay reveals that highly local features determine the cis-regulatory function of ChIP-seq peaks.

Authors:  Michael A White; Connie A Myers; Joseph C Corbo; Barak A Cohen
Journal:  Proc Natl Acad Sci U S A       Date:  2013-07-01       Impact factor: 11.205

6.  Patterns of cis regulatory variation in diverse human populations.

Authors:  Barbara E Stranger; Stephen B Montgomery; Antigone S Dimas; Leopold Parts; Oliver Stegle; Catherine E Ingle; Magda Sekowska; George Davey Smith; David Evans; Maria Gutierrez-Arcelus; Alkes Price; Towfique Raj; James Nisbett; Alexandra C Nica; Claude Beazley; Richard Durbin; Panos Deloukas; Emmanouil T Dermitzakis
Journal:  PLoS Genet       Date:  2012-04-19       Impact factor: 5.917

7.  Characterizing the genetic basis of transcriptome diversity through RNA-sequencing of 922 individuals.

Authors:  Alexis Battle; Sara Mostafavi; Xiaowei Zhu; James B Potash; Myrna M Weissman; Courtney McCormick; Christian D Haudenschild; Kenneth B Beckman; Jianxin Shi; Rui Mei; Alexander E Urban; Stephen B Montgomery; Douglas F Levinson; Daphne Koller
Journal:  Genome Res       Date:  2013-10-03       Impact factor: 9.043

8.  Learning a prior on regulatory potential from eQTL data.

Authors:  Su-In Lee; Aimée M Dudley; David Drubin; Pamela A Silver; Nevan J Krogan; Dana Pe'er; Daphne Koller
Journal:  PLoS Genet       Date:  2009-01-30       Impact factor: 5.917

9.  Digital RNA allelotyping reveals tissue-specific and allele-specific gene expression in human.

Authors:  Kun Zhang; Jin Billy Li; Yuan Gao; Dieter Egli; Bin Xie; Jie Deng; Zhe Li; Je-Hyuk Lee; John Aach; Emily M Leproust; Kevin Eggan; George M Church
Journal:  Nat Methods       Date:  2009-07-20       Impact factor: 28.547

10.  The Human Gene Mutation Database: 2008 update.

Authors:  Peter D Stenson; Matthew Mort; Edward V Ball; Katy Howells; Andrew D Phillips; Nick St Thomas; David N Cooper
Journal:  Genome Med       Date:  2009-01-22       Impact factor: 11.117

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  25 in total

Review 1.  The role of regulatory variation in complex traits and disease.

Authors:  Frank W Albert; Leonid Kruglyak
Journal:  Nat Rev Genet       Date:  2015-02-24       Impact factor: 53.242

2.  Genetic Identification of Two Novel Loci Associated with Steroid-Sensitive Nephrotic Syndrome.

Authors:  Stephanie Dufek; Chris Cheshire; Adam P Levine; Richard S Trompeter; Naomi Issler; Matthew Stubbs; Monika Mozere; Sanjana Gupta; Enriko Klootwijk; Vaksha Patel; Daljit Hothi; Aoife Waters; Hazel Webb; Kjell Tullus; Lucy Jenkins; Lighta Godinho; Elena Levtchenko; Jack Wetzels; Nine Knoers; Nynke Teeninga; Jeroen Nauta; Mohamed Shalaby; Sherif Eldesoky; Jameela A Kari; Shenal Thalgahagoda; Randula Ranawaka; Asiri Abeyagunawardena; Adebowale Adeyemo; Mark Kristiansen; Rasheed Gbadegesin; Nicholas J Webb; Daniel P Gale; Horia C Stanescu; Robert Kleta; Detlef Bockenhauer
Journal:  J Am Soc Nephrol       Date:  2019-07-01       Impact factor: 10.121

3.  Allelic imbalance of chromatin accessibility in cancer identifies candidate causal risk variants and their mechanisms.

Authors:  Dennis Grishin; Alexander Gusev
Journal:  Nat Genet       Date:  2022-06-13       Impact factor: 41.307

4.  Integrative Multi-omic Analysis of Human Platelet eQTLs Reveals Alternative Start Site in Mitofusin 2.

Authors:  Lukas M Simon; Edward S Chen; Leonard C Edelstein; Xianguo Kong; Seema Bhatlekar; Isidore Rigoutsos; Paul F Bray; Chad A Shaw
Journal:  Am J Hum Genet       Date:  2016-04-28       Impact factor: 11.025

5.  Functional effects of variation in transcription factor binding highlight long-range gene regulation by epromoters.

Authors:  Joanna Mitchelmore; Nastasiya F Grinberg; Chris Wallace; Mikhail Spivakov
Journal:  Nucleic Acids Res       Date:  2020-04-06       Impact factor: 16.971

6.  Genetic control of gene expression at novel and established chronic obstructive pulmonary disease loci.

Authors:  Peter J Castaldi; Michael H Cho; Xiaobo Zhou; Weiliang Qiu; Michael Mcgeachie; Bartolome Celli; Per Bakke; Amund Gulsvik; David A Lomas; James D Crapo; Terri H Beaty; Stephen Rennard; Benjamin Harshfield; Christoph Lange; Dave Singh; Ruth Tal-Singer; John H Riley; John Quackenbush; Benjamin A Raby; Vincent J Carey; Edwin K Silverman; Craig P Hersh
Journal:  Hum Mol Genet       Date:  2014-10-14       Impact factor: 6.150

7.  Omic personality: implications of stable transcript and methylation profiles for personalized medicine.

Authors:  Rubina Tabassum; Ambily Sivadas; Vartika Agrawal; Haozheng Tian; Dalia Arafat; Greg Gibson
Journal:  Genome Med       Date:  2015-08-13       Impact factor: 11.117

8.  Temporal expression profiling identifies pathways mediating effect of causal variant on phenotype.

Authors:  Saumya Gupta; Aparna Radhakrishnan; Pandu Raharja-Liu; Gen Lin; Lars M Steinmetz; Julien Gagneur; Himanshu Sinha
Journal:  PLoS Genet       Date:  2015-06-03       Impact factor: 5.917

Review 9.  Genetics of gene expression in immunity to infection.

Authors:  Benjamin P Fairfax; Julian C Knight
Journal:  Curr Opin Immunol       Date:  2014-07-31       Impact factor: 7.486

10.  Epistatic interactions of genetic loci associated with age-related macular degeneration.

Authors:  Christina Kiel; Christoph A Nebauer; Tobias Strunz; Simon Stelzl; Bernhard H F Weber
Journal:  Sci Rep       Date:  2021-06-23       Impact factor: 4.379

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