Literature DB >> 24210251

Beyond GWASs: illuminating the dark road from association to function.

Stacey L Edwards1, Jonathan Beesley, Juliet D French, Alison M Dunning.   

Abstract

Genome-wide association studies (GWASs) have enabled the discovery of common genetic variation contributing to normal and pathological traits and clinical drug responses, but recognizing the precise targets of these associations is now the major challenge. Here, we review recent approaches to the functional follow-up of GWAS loci, including fine mapping of GWAS signal(s), prioritization of putative functional SNPs by the integration of genetic epidemiological and bioinformatic methods, and in vitro and in vivo experimental verification of predicted molecular mechanisms for identifying the targeted genes. The majority of GWAS-identified variants fall in noncoding regions of the genome. Therefore, this review focuses on strategies for assessing likely mechanisms affected by noncoding variants; such mechanisms include transcriptional regulation, noncoding RNA function, and epigenetic regulation. These approaches have already accelerated progress from genetic studies to biological knowledge and might ultimately guide the development of prognostic, preventive, and therapeutic measures.
Copyright © 2013 The American Society of Human Genetics. Published by Elsevier Inc. All rights reserved.

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Year:  2013        PMID: 24210251      PMCID: PMC3824120          DOI: 10.1016/j.ajhg.2013.10.012

Source DB:  PubMed          Journal:  Am J Hum Genet        ISSN: 0002-9297            Impact factor:   11.025


  122 in total

1.  Use of genome-wide association studies for drug repositioning.

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Journal:  Nat Biotechnol       Date:  2012-04-10       Impact factor: 54.908

2.  Chromosome Conformation Capture Carbon Copy (5C): a massively parallel solution for mapping interactions between genomic elements.

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3.  The common colorectal cancer predisposition SNP rs6983267 at chromosome 8q24 confers potential to enhanced Wnt signaling.

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Journal:  Nat Genet       Date:  2009-06-28       Impact factor: 38.330

4.  HELLP babies link a novel lincRNA to the trophoblast cell cycle.

Authors:  Marie van Dijk; Hari K Thulluru; Joyce Mulders; Omar J Michel; Ankie Poutsma; Sandra Windhorst; Gunilla Kleiverda; Daoud Sie; Augusta M A Lachmeijer; Cees B M Oudejans
Journal:  J Clin Invest       Date:  2012-10-24       Impact factor: 14.808

5.  Analysis of Case-Control Association Studies: SNPs, Imputation and Haplotypes.

Authors:  Nilanjan Chatterjee; Yi-Hau Chen; Sheng Luo; Raymond J Carroll
Journal:  Stat Sci       Date:  2009-11-01       Impact factor: 2.901

6.  Targeted RNA sequencing reveals the deep complexity of the human transcriptome.

Authors:  Tim R Mercer; Daniel J Gerhardt; Marcel E Dinger; Joanna Crawford; Cole Trapnell; Jeffrey A Jeddeloh; John S Mattick; John L Rinn
Journal:  Nat Biotechnol       Date:  2011-11-13       Impact factor: 54.908

7.  Genetics and beyond--the transcriptome of human monocytes and disease susceptibility.

Authors:  Tanja Zeller; Philipp Wild; Silke Szymczak; Maxime Rotival; Arne Schillert; Raphaele Castagne; Seraya Maouche; Marine Germain; Karl Lackner; Heidi Rossmann; Medea Eleftheriadis; Christoph R Sinning; Renate B Schnabel; Edith Lubos; Detlev Mennerich; Werner Rust; Claire Perret; Carole Proust; Viviane Nicaud; Joseph Loscalzo; Norbert Hübner; David Tregouet; Thomas Münzel; Andreas Ziegler; Laurence Tiret; Stefan Blankenberg; François Cambien
Journal:  PLoS One       Date:  2010-05-18       Impact factor: 3.240

8.  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

9.  The polymorphism rs944289 predisposes to papillary thyroid carcinoma through a large intergenic noncoding RNA gene of tumor suppressor type.

Authors:  Jaroslaw Jendrzejewski; Huiling He; Hanna S Radomska; Wei Li; Jerneja Tomsic; Sandya Liyanarachchi; Ramana V Davuluri; Rebecca Nagy; Albert de la Chapelle
Journal:  Proc Natl Acad Sci U S A       Date:  2012-05-14       Impact factor: 11.205

10.  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

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  339 in total

Review 1.  Vision from next generation sequencing: multi-dimensional genome-wide analysis for producing gene regulatory networks underlying retinal development, aging and disease.

Authors:  Hyun-Jin Yang; Rinki Ratnapriya; Tiziana Cogliati; Jung-Woong Kim; Anand Swaroop
Journal:  Prog Retin Eye Res       Date:  2015-02-07       Impact factor: 21.198

2.  Deep Sequencing of 71 Candidate Genes to Characterize Variation Associated with Alcohol Dependence.

Authors:  Shaunna L Clark; Joseph L McClay; Daniel E Adkins; Gaurav Kumar; Karolina A Aberg; Srilaxmi Nerella; Linying Xie; Ann L Collins; James J Crowley; Corey R Quackenbush; Christopher E Hilliard; Andrey A Shabalin; Scott I Vrieze; Roseann E Peterson; William E Copeland; Judy L Silberg; Matt McGue; Hermine Maes; William G Iacono; Patrick F Sullivan; Elizabeth J Costello; Edwin J van den Oord
Journal:  Alcohol Clin Exp Res       Date:  2017-03-24       Impact factor: 3.455

3.  Widespread Cumulative Influence of Small Effect Size Mutations on Yeast Quantitative Traits.

Authors:  Bo Hua; Michael Springer
Journal:  Cell Syst       Date:  2018-12-26       Impact factor: 10.304

4.  [Genetics of atopic eczema. An update].

Authors:  E Rodríguez; S Weidinger
Journal:  Hautarzt       Date:  2015-02       Impact factor: 0.751

5.  DeepCOMBI: explainable artificial intelligence for the analysis and discovery in genome-wide association studies.

Authors:  Bettina Mieth; Alexandre Rozier; Juan Antonio Rodriguez; Marina M C Höhne; Nico Görnitz; Klaus-Robert Müller
Journal:  NAR Genom Bioinform       Date:  2021-07-20

Review 6.  Using the ENCODE Resource for Functional Annotation of Genetic Variants.

Authors:  Michael J Pazin
Journal:  Cold Spring Harb Protoc       Date:  2015-03-11

Review 7.  Pharmacologic management of Duchenne muscular dystrophy: target identification and preclinical trials.

Authors:  Joe N Kornegay; Christopher F Spurney; Peter P Nghiem; Candice L Brinkmeyer-Langford; Eric P Hoffman; Kanneboyina Nagaraju
Journal:  ILAR J       Date:  2014

8.  A Whole-Genome Analysis Framework for Effective Identification of Pathogenic Regulatory Variants in Mendelian Disease.

Authors:  Damian Smedley; Max Schubach; Julius O B Jacobsen; Sebastian Köhler; Tomasz Zemojtel; Malte Spielmann; Marten Jäger; Harry Hochheiser; Nicole L Washington; Julie A McMurry; Melissa A Haendel; Christopher J Mungall; Suzanna E Lewis; Tudor Groza; Giorgio Valentini; Peter N Robinson
Journal:  Am J Hum Genet       Date:  2016-08-25       Impact factor: 11.025

9.  Leveraging correlations between variants in polygenic risk scores to detect heterogeneity in GWAS cohorts.

Authors:  Jie Yuan; Henry Xing; Alexandre Louis Lamy; Todd Lencz; Itsik Pe'er
Journal:  PLoS Genet       Date:  2020-09-21       Impact factor: 5.917

10.  Enhancer scanning to locate regulatory regions in genomic loci.

Authors:  Melissa Buckley; Anxhela Gjyshi; Gustavo Mendoza-Fandiño; Rebekah Baskin; Renato S Carvalho; Marcelo A Carvalho; Nicholas T Woods; Alvaro N A Monteiro
Journal:  Nat Protoc       Date:  2015-12-10       Impact factor: 13.491

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