Literature DB >> 19349284

Data structures and algorithms for analysis of genetics of gene expression with Bioconductor: GGtools 3.x.

Vincent J Carey1, Adam R Davis, Michael F Lawrence, Robert Gentleman, Benjamin A Raby.   

Abstract

SUMMARY: Associations between DNA polymorphisms and mRNA abundance are a natural target of genetic investigations, and microarrays facilitate genome-wide and transcriptome-wide surveys of these associations. This work is motivated by emerging requirements for data architectures and algorithm interfaces to allow flexible exploration of public and private archives of genotyping and expression arrays. Using R/Bioconductor facilities, Phase II HapMap genotypes and Illumina 47K expression assay results archived on multiple populations may be interactively explored and analyzed using commodity hardware.
AVAILABILITY AND IMPLEMENTATION: Open Source. Bioconductor 2.3 packages GGtools, GGBase, GGdata, hmyriB36. Freely available on the web at (http://www.bioconductor.org).

Mesh:

Year:  2009        PMID: 19349284      PMCID: PMC2682516          DOI: 10.1093/bioinformatics/btp169

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  7 in total

1.  Mapping determinants of human gene expression by regional and genome-wide association.

Authors:  Vivian G Cheung; Richard S Spielman; Kathryn G Ewens; Teresa M Weber; Michael Morley; Joshua T Burdick
Journal:  Nature       Date:  2005-10-27       Impact factor: 49.962

Review 2.  The influence of genetic variation on gene expression.

Authors:  Rohan B H Williams; Eva K F Chan; Mark J Cowley; Peter F R Little
Journal:  Genome Res       Date:  2007-12       Impact factor: 9.043

3.  A genome-wide association study of global gene expression.

Authors:  Anna L Dixon; Liming Liang; Miriam F Moffatt; Wei Chen; Simon Heath; Kenny C C Wong; Jenny Taylor; Edward Burnett; Ivo Gut; Martin Farrall; G Mark Lathrop; Gonçalo R Abecasis; William O C Cookson
Journal:  Nat Genet       Date:  2007-09-16       Impact factor: 38.330

4.  An R package for analysis of whole-genome association studies.

Authors:  David Clayton; Hin-Tak Leung
Journal:  Hum Hered       Date:  2007-04-27       Impact factor: 0.444

5.  Discovery of expression QTLs using large-scale transcriptional profiling in human lymphocytes.

Authors:  Harald H H Göring; Joanne E Curran; Matthew P Johnson; Thomas D Dyer; Jac Charlesworth; Shelley A Cole; Jeremy B M Jowett; Lawrence J Abraham; David L Rainwater; Anthony G Comuzzie; Michael C Mahaney; Laura Almasy; Jean W MacCluer; Ahmed H Kissebah; Gregory R Collier; Eric K Moses; John Blangero
Journal:  Nat Genet       Date:  2007-09-16       Impact factor: 38.330

6.  Population genomics of human gene expression.

Authors:  Barbara E Stranger; Alexandra C Nica; Matthew S Forrest; Antigone Dimas; Christine P Bird; Claude Beazley; Catherine E Ingle; Mark Dunning; Paul Flicek; Daphne Koller; Stephen Montgomery; Simon Tavaré; Panos Deloukas; Emmanouil T Dermitzakis
Journal:  Nat Genet       Date:  2007-09-16       Impact factor: 38.330

7.  Mapping the genetic architecture of gene expression in human liver.

Authors:  Eric E Schadt; Cliona Molony; Eugene Chudin; Ke Hao; Xia Yang; Pek Y Lum; Andrew Kasarskis; Bin Zhang; Susanna Wang; Christine Suver; Jun Zhu; Joshua Millstein; Solveig Sieberts; John Lamb; Debraj GuhaThakurta; Jonathan Derry; John D Storey; Iliana Avila-Campillo; Mark J Kruger; Jason M Johnson; Carol A Rohl; Atila van Nas; Margarete Mehrabian; Thomas A Drake; Aldons J Lusis; Ryan C Smith; F Peter Guengerich; Stephen C Strom; Erin Schuetz; Thomas H Rushmore; Roger Ulrich
Journal:  PLoS Biol       Date:  2008-05-06       Impact factor: 8.029

  7 in total
  11 in total

1.  Mapping of numerous disease-associated expression polymorphisms in primary peripheral blood CD4+ lymphocytes.

Authors:  Amy Murphy; Jen-Hwa Chu; Mousheng Xu; Vincent J Carey; Ross Lazarus; Andy Liu; Stanley J Szefler; Robert Strunk; Karen Demuth; Mario Castro; Nadia N Hansel; Gregory B Diette; Becky M Vonakis; N Franklin Adkinson; Barbara J Klanderman; Jody Senter-Sylvia; John Ziniti; Christoph Lange; Tomi Pastinen; Benjamin A Raby
Journal:  Hum Mol Genet       Date:  2010-09-10       Impact factor: 6.150

2.  iBMQ: a R/Bioconductor package for integrated Bayesian modeling of eQTL data.

Authors:  Greg C Imholte; Marie-Pier Scott-Boyer; Aurélie Labbe; Christian F Deschepper; Raphael Gottardo
Journal:  Bioinformatics       Date:  2013-08-19       Impact factor: 6.937

3.  Global transcriptome analyses of human and murine terminal erythroid differentiation.

Authors:  Xiuli An; Vincent P Schulz; Jie Li; Kunlu Wu; Jing Liu; Fumin Xue; Jingping Hu; Narla Mohandas; Patrick G Gallagher
Journal:  Blood       Date:  2014-03-17       Impact factor: 22.113

4.  Knowledge-based data analysis comes of age.

Authors:  Michael F Ochs
Journal:  Brief Bioinform       Date:  2009-10-23       Impact factor: 11.622

5.  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

6.  Genetics of sputum gene expression in chronic obstructive pulmonary disease.

Authors:  Weiliang Qiu; Michael H Cho; John H Riley; Wayne H Anderson; Dave Singh; Per Bakke; Amund Gulsvik; Augusto A Litonjua; David A Lomas; James D Crapo; Terri H Beaty; Bartolome R Celli; Stephen Rennard; Ruth Tal-Singer; Steven M Fox; Edwin K Silverman; Craig P Hersh
Journal:  PLoS One       Date:  2011-09-16       Impact factor: 3.240

Review 7.  Expression Quantitative Trait Loci Information Improves Predictive Modeling of Disease Relevance of Non-Coding Genetic Variation.

Authors:  Damien C Croteau-Chonka; Angela J Rogers; Towfique Raj; Michael J McGeachie; Weiliang Qiu; John P Ziniti; Benjamin J Stubbs; Liming Liang; Fernando D Martinez; Robert C Strunk; Robert F Lemanske; Andrew H Liu; Barbara E Stranger; Vincent J Carey; Benjamin A Raby
Journal:  PLoS One       Date:  2015-10-16       Impact factor: 3.240

8.  Expression differences by continent of origin point to the immortalization process.

Authors:  Adam R Davis; Isaac S Kohane
Journal:  Hum Mol Genet       Date:  2009-07-23       Impact factor: 6.150

9.  Insight into Genotype-Phenotype Associations through eQTL Mapping in Multiple Cell Types in Health and Immune-Mediated Disease.

Authors:  James E Peters; Paul A Lyons; James C Lee; Arianne C Richard; Mary D Fortune; Paul J Newcombe; Sylvia Richardson; Kenneth G C Smith
Journal:  PLoS Genet       Date:  2016-03-25       Impact factor: 5.917

10.  Targeted genomic analysis reveals widespread autoimmune disease association with regulatory variants in the TNF superfamily cytokine signalling network.

Authors:  Arianne C Richard; James E Peters; James C Lee; Golnaz Vahedi; Alejandro A Schäffer; Richard M Siegel; Paul A Lyons; Kenneth G C Smith
Journal:  Genome Med       Date:  2016-07-19       Impact factor: 11.117

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