Literature DB >> 24287333

Using chromatin marks to interpret and localize genetic associations to complex human traits and diseases.

Gosia Trynka1, Soumya Raychaudhuri.   

Abstract

While studies to associate genomic variants to complex traits have gradually become increasingly productive, the molecular mechanisms that underlie these associations are rarely understood. Because only a small fraction of trait-associated variants can be linked to coding sequences, investigators have speculated that many of the underlying causal alleles influence non-coding gene regulatory sites. Recent studies have successfully identified examples of mechanisms for non-coding alleles at individual loci. Now, genome-wide chromatin assays have resulted in maps of dozens of genomic annotations of the non-coding genome across multiple different tissues, cell types and cell lines. This gives a tremendous opportunity to integrate these annotations with complex trait signals to globally interpret associated variants, and prioritize likely causal alleles. Here, we review the examples of mechanisms by which non-coding, common alleles result in phenotypes. We discuss the efforts to integrate common trait-associated variants with genomic annotations. Finally, we highlight some caveats of these approaches and outline future directions for improvement.
Copyright © 2013. Published by Elsevier Ltd.

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Year:  2013        PMID: 24287333      PMCID: PMC4073234          DOI: 10.1016/j.gde.2013.10.009

Source DB:  PubMed          Journal:  Curr Opin Genet Dev        ISSN: 0959-437X            Impact factor:   5.578


  37 in total

1.  Systematic localization of common disease-associated variation in regulatory DNA.

Authors:  Matthew T Maurano; Richard Humbert; Eric Rynes; Robert E Thurman; Eric Haugen; Hao Wang; Alex P Reynolds; Richard Sandstrom; Hongzhu Qu; Jennifer Brody; Anthony Shafer; Fidencio Neri; Kristen Lee; Tanya Kutyavin; Sandra Stehling-Sun; Audra K Johnson; Theresa K Canfield; Erika Giste; Morgan Diegel; Daniel Bates; R Scott Hansen; Shane Neph; Peter J Sabo; Shelly Heimfeld; Antony Raubitschek; Steven Ziegler; Chris Cotsapas; Nona Sotoodehnia; Ian Glass; Shamil R Sunyaev; Rajinder Kaul; John A Stamatoyannopoulos
Journal:  Science       Date:  2012-09-05       Impact factor: 47.728

2.  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

3.  Annotation of functional variation in personal genomes using RegulomeDB.

Authors:  Alan P Boyle; Eurie L Hong; Manoj Hariharan; Yong Cheng; Marc A Schaub; Maya Kasowski; Konrad J Karczewski; Julie Park; Benjamin C Hitz; Shuai Weng; J Michael Cherry; Michael Snyder
Journal:  Genome Res       Date:  2012-09       Impact factor: 9.043

4.  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

5.  DNase I sensitivity QTLs are a major determinant of human expression variation.

Authors:  Jacob F Degner; Athma A Pai; Roger Pique-Regi; Jean-Baptiste Veyrieras; Daniel J Gaffney; Joseph K Pickrell; Sherryl De Leon; Katelyn Michelini; Noah Lewellen; Gregory E Crawford; Matthew Stephens; Yoav Gilad; Jonathan K Pritchard
Journal:  Nature       Date:  2012-02-05       Impact factor: 49.962

6.  A high-resolution map of human evolutionary constraint using 29 mammals.

Authors:  Kerstin Lindblad-Toh; Manuel Garber; Or Zuk; Michael F Lin; Brian J Parker; Stefan Washietl; Pouya Kheradpour; Jason Ernst; Gregory Jordan; Evan Mauceli; Lucas D Ward; Craig B Lowe; Alisha K Holloway; Michele Clamp; Sante Gnerre; Jessica Alföldi; Kathryn Beal; Jean Chang; Hiram Clawson; James Cuff; Federica Di Palma; Stephen Fitzgerald; Paul Flicek; Mitchell Guttman; Melissa J Hubisz; David B Jaffe; Irwin Jungreis; W James Kent; Dennis Kostka; Marcia Lara; Andre L Martins; Tim Massingham; Ida Moltke; Brian J Raney; Matthew D Rasmussen; Jim Robinson; Alexander Stark; Albert J Vilella; Jiayu Wen; Xiaohui Xie; Michael C Zody; Jen Baldwin; Toby Bloom; Chee Whye Chin; Dave Heiman; Robert Nicol; Chad Nusbaum; Sarah Young; Jane Wilkinson; Kim C Worley; Christie L Kovar; Donna M Muzny; Richard A Gibbs; Andrew Cree; Huyen H Dihn; Gerald Fowler; Shalili Jhangiani; Vandita Joshi; Sandra Lee; Lora R Lewis; Lynne V Nazareth; Geoffrey Okwuonu; Jireh Santibanez; Wesley C Warren; Elaine R Mardis; George M Weinstock; Richard K Wilson; Kim Delehaunty; David Dooling; Catrina Fronik; Lucinda Fulton; Bob Fulton; Tina Graves; Patrick Minx; Erica Sodergren; Ewan Birney; Elliott H Margulies; Javier Herrero; Eric D Green; David Haussler; Adam Siepel; Nick Goldman; Katherine S Pollard; Jakob S Pedersen; Eric S Lander; Manolis Kellis
Journal:  Nature       Date:  2011-10-12       Impact factor: 49.962

7.  Dense genotyping identifies and localizes multiple common and rare variant association signals in celiac disease.

Authors:  Gosia Trynka; Karen A Hunt; Nicholas A Bockett; Jihane Romanos; Vanisha Mistry; Agata Szperl; Sjoerd F Bakker; Maria Teresa Bardella; Leena Bhaw-Rosun; Gemma Castillejo; Emilio G de la Concha; Rodrigo Coutinho de Almeida; Kerith-Rae M Dias; Cleo C van Diemen; Patrick C A Dubois; Richard H Duerr; Sarah Edkins; Lude Franke; Karin Fransen; Javier Gutierrez; Graham A R Heap; Barbara Hrdlickova; Sarah Hunt; Leticia Plaza Izurieta; Valentina Izzo; Leo A B Joosten; Cordelia Langford; Maria Cristina Mazzilli; Charles A Mein; Vandana Midah; Mitja Mitrovic; Barbara Mora; Marinita Morelli; Sarah Nutland; Concepción Núñez; Suna Onengut-Gumuscu; Kerra Pearce; Mathieu Platteel; Isabel Polanco; Simon Potter; Carmen Ribes-Koninckx; Isis Ricaño-Ponce; Stephen S Rich; Anna Rybak; José Luis Santiago; Sabyasachi Senapati; Ajit Sood; Hania Szajewska; Riccardo Troncone; Jezabel Varadé; Chris Wallace; Victorien M Wolters; Alexandra Zhernakova; B K Thelma; Bozena Cukrowska; Elena Urcelay; Jose Ramon Bilbao; M Luisa Mearin; Donatella Barisani; Jeffrey C Barrett; Vincent Plagnol; Panos Deloukas; Cisca Wijmenga; David A van Heel
Journal:  Nat Genet       Date:  2011-11-06       Impact factor: 38.330

8.  An integrated encyclopedia of DNA elements in the human genome.

Authors: 
Journal:  Nature       Date:  2012-09-06       Impact factor: 49.962

9.  Dense fine-mapping study identifies new susceptibility loci for primary biliary cirrhosis.

Authors:  Jimmy Z Liu; Mohamed A Almarri; Daniel J Gaffney; George F Mells; Luke Jostins; Heather J Cordell; Samantha J Ducker; Darren B Day; Michael A Heneghan; James M Neuberger; Peter T Donaldson; Andrew J Bathgate; Andrew Burroughs; Mervyn H Davies; David E Jones; Graeme J Alexander; Jeffrey C Barrett; Richard N Sandford; Carl A Anderson
Journal:  Nat Genet       Date:  2012-09-09       Impact factor: 38.330

10.  Predicting cell-type-specific gene expression from regions of open chromatin.

Authors:  Anirudh Natarajan; Galip Gürkan Yardimci; Nathan C Sheffield; Gregory E Crawford; Uwe Ohler
Journal:  Genome Res       Date:  2012-09       Impact factor: 9.043

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  24 in total

1.  Transcriptional enhancers: Transcription, function and flexibility.

Authors:  Philippa Melamed; Yahav Yosefzon; Sergei Rudnizky; Lilach Pnueli
Journal:  Transcription       Date:  2016

Review 2.  Genetics of hypertension: an assessment of progress in the spontaneously hypertensive rat.

Authors:  Peter A Doris
Journal:  Physiol Genomics       Date:  2017-09-15       Impact factor: 3.107

3.  Chromatin Landscapes of Human Lung Cells Predict Potentially Functional Chronic Obstructive Pulmonary Disease Genome-Wide Association Study Variants.

Authors:  Christopher J Benway; Jiangyuan Liu; Feng Guo; Fei Du; Scott H Randell; Michael H Cho; Edwin K Silverman; Xiaobo Zhou
Journal:  Am J Respir Cell Mol Biol       Date:  2021-07       Impact factor: 6.914

4.  Leveraging Functional-Annotation Data in Trans-ethnic Fine-Mapping Studies.

Authors:  Gleb Kichaev; Bogdan Pasaniuc
Journal:  Am J Hum Genet       Date:  2015-07-16       Impact factor: 11.025

Review 5.  The genetics revolution in rheumatology: large scale genomic arrays and genetic mapping.

Authors:  Stephen Eyre; Gisela Orozco; Jane Worthington
Journal:  Nat Rev Rheumatol       Date:  2017-06-01       Impact factor: 20.543

6.  Systems biology and the analysis of genetic variation.

Authors:  Shamil R Sunyaev; Frederick P Roth
Journal:  Curr Opin Genet Dev       Date:  2013-11-28       Impact factor: 5.578

Review 7.  Strategies for evaluating idiopathic inflammatory myopathy disease susceptibility genes.

Authors:  Simon Rothwell; Robert G Cooper; Janine A Lamb; Hector Chinoy
Journal:  Curr Rheumatol Rep       Date:  2014-10       Impact factor: 4.592

8.  On the relation of gene essentiality to intron structure: a computational and deep learning approach.

Authors:  Ethan Schonfeld; Edward Vendrow; Joshua Vendrow; Elan Schonfeld
Journal:  Life Sci Alliance       Date:  2021-04-27

9.  Discovery of genomic loci of the human cerebral cortex using genetically informed brain atlases.

Authors:  Carolina Makowski; Dennis van der Meer; Weixiu Dong; Hao Wang; Yan Wu; Jingjing Zou; Cin Liu; Sara B Rosenthal; Donald J Hagler; Chun Chieh Fan; William S Kremen; Ole A Andreassen; Terry L Jernigan; Anders M Dale; Kun Zhang; Peter M Visscher; Jian Yang; Chi-Hua Chen
Journal:  Science       Date:  2022-02-03       Impact factor: 63.714

10.  Leveraging supervised learning for functionally informed fine-mapping of cis-eQTLs identifies an additional 20,913 putative causal eQTLs.

Authors:  Qingbo S Wang; David R Kelley; Jacob Ulirsch; Masahiro Kanai; Shuvom Sadhuka; Ran Cui; Carlos Albors; Nathan Cheng; Yukinori Okada; Francois Aguet; Kristin G Ardlie; Daniel G MacArthur; Hilary K Finucane
Journal:  Nat Commun       Date:  2021-06-07       Impact factor: 14.919

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