Literature DB >> 22700312

Using Galaxy to perform large-scale interactive data analyses.

Jennifer Hillman-Jackson1, Dave Clements, Daniel Blankenberg, James Taylor, Anton Nekrutenko.   

Abstract

Innovations in biomedical research technologies continue to provide experimental biologists with novel and increasingly large genomic and high-throughput data resources to be analyzed. As creating and obtaining data has become easier, the key decision faced by many researchers is a practical one: where and how should an analysis be performed? Datasets are large and analysis tool set-up and use is riddled with complexities outside of the scope of core research activities. The authors believe that Galaxy provides a powerful solution that simplifies data acquisition and analysis in an intuitive Web application, granting all researchers access to key informatics tools previously only available to computational specialists working in Unix-based environments. We will demonstrate through a series of biomedically relevant protocols how Galaxy specifically brings together (1) data retrieval from public and private sources, for example, UCSC's Eukaryote and Microbial Genome Browsers, (2) custom tools (wrapped Unix functions, format standardization/conversions, interval operations), and 3rd-party analysis tools.

Entities:  

Mesh:

Year:  2012        PMID: 22700312      PMCID: PMC4282168          DOI: 10.1002/0471250953.bi1005s38

Source DB:  PubMed          Journal:  Curr Protoc Bioinformatics        ISSN: 1934-3396


  22 in total

1.  dbSNP: the NCBI database of genetic variation.

Authors:  S T Sherry; M H Ward; M Kholodov; J Baker; L Phan; E M Smigielski; K Sirotkin
Journal:  Nucleic Acids Res       Date:  2001-01-01       Impact factor: 16.971

2.  The Sequence Alignment/Map format and SAMtools.

Authors:  Heng Li; Bob Handsaker; Alec Wysoker; Tim Fennell; Jue Ruan; Nils Homer; Gabor Marth; Goncalo Abecasis; Richard Durbin
Journal:  Bioinformatics       Date:  2009-06-08       Impact factor: 6.937

3.  Manipulation of FASTQ data with Galaxy.

Authors:  Daniel Blankenberg; Assaf Gordon; Gregory Von Kuster; Nathan Coraor; James Taylor; Anton Nekrutenko
Journal:  Bioinformatics       Date:  2010-06-18       Impact factor: 6.937

Review 4.  ChIP-seq: advantages and challenges of a maturing technology.

Authors:  Peter J Park
Journal:  Nat Rev Genet       Date:  2009-09-08       Impact factor: 53.242

5.  Galaxy: a comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences.

Authors:  Jeremy Goecks; Anton Nekrutenko; James Taylor
Journal:  Genome Biol       Date:  2010-08-25       Impact factor: 13.583

6.  MPromDb update 2010: an integrated resource for annotation and visualization of mammalian gene promoters and ChIP-seq experimental data.

Authors:  Ravi Gupta; Anirban Bhattacharyya; Francisco J Agosto-Perez; Priyankara Wickramasinghe; Ramana V Davuluri
Journal:  Nucleic Acids Res       Date:  2010-11-21       Impact factor: 16.971

7.  ENCODE whole-genome data in the UCSC genome browser (2011 update).

Authors:  Brian J Raney; Melissa S Cline; Kate R Rosenbloom; Timothy R Dreszer; Katrina Learned; Galt P Barber; Laurence R Meyer; Cricket A Sloan; Venkat S Malladi; Krishna M Roskin; Bernard B Suh; Angie S Hinrichs; Hiram Clawson; Ann S Zweig; Vanessa Kirkup; Pauline A Fujita; Brooke Rhead; Kayla E Smith; Andy Pohl; Robert M Kuhn; Donna Karolchik; David Haussler; W James Kent
Journal:  Nucleic Acids Res       Date:  2010-10-30       Impact factor: 16.971

8.  Making whole genome multiple alignments usable for biologists.

Authors:  Daniel Blankenberg; James Taylor; Anton Nekrutenko
Journal:  Bioinformatics       Date:  2011-07-19       Impact factor: 6.937

9.  The UCSC Genome Browser database: update 2011.

Authors:  Pauline A Fujita; Brooke Rhead; Ann S Zweig; Angie S Hinrichs; Donna Karolchik; Melissa S Cline; Mary Goldman; Galt P Barber; Hiram Clawson; Antonio Coelho; Mark Diekhans; Timothy R Dreszer; Belinda M Giardine; Rachel A Harte; Jennifer Hillman-Jackson; Fan Hsu; Vanessa Kirkup; Robert M Kuhn; Katrina Learned; Chin H Li; Laurence R Meyer; Andy Pohl; Brian J Raney; Kate R Rosenbloom; Kayla E Smith; David Haussler; W James Kent
Journal:  Nucleic Acids Res       Date:  2010-10-18       Impact factor: 16.971

10.  ENCODE whole-genome data in the UCSC Genome Browser.

Authors:  Kate R Rosenbloom; Timothy R Dreszer; Michael Pheasant; Galt P Barber; Laurence R Meyer; Andy Pohl; Brian J Raney; Ting Wang; Angie S Hinrichs; Ann S Zweig; Pauline A Fujita; Katrina Learned; Brooke Rhead; Kayla E Smith; Robert M Kuhn; Donna Karolchik; David Haussler; W James Kent
Journal:  Nucleic Acids Res       Date:  2009-11-17       Impact factor: 16.971

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  15 in total

1.  Scanning of transposable elements and analyzing expression of transposase genes of sweet potato [Ipomoea batatas].

Authors:  Lang Yan; Ying-Hong Gu; Xiang Tao; Xian-Jun Lai; Yi-Zheng Zhang; Xue-Mei Tan; Haiyan Wang
Journal:  PLoS One       Date:  2014-03-07       Impact factor: 3.240

2.  Changes in nucleosome occupancy associated with metabolic alterations in aged mammalian liver.

Authors:  Irina M Bochkis; Dariusz Przybylski; Jenny Chen; Aviv Regev
Journal:  Cell Rep       Date:  2014-10-23       Impact factor: 9.423

3.  Guidelines for Reproducibly Building and Simulating Systems Biology Models.

Authors:  J Kyle Medley; Arthur P Goldberg; Jonathan R Karr
Journal:  IEEE Trans Biomed Eng       Date:  2016-07-18       Impact factor: 4.538

4.  OSG-GEM: Gene Expression Matrix Construction Using the Open Science Grid.

Authors:  William L Poehlman; Mats Rynge; Chris Branton; D Balamurugan; Frank A Feltus
Journal:  Bioinform Biol Insights       Date:  2016-08-02

5.  Integration of EGA secure data access into Galaxy.

Authors:  Youri Hoogstrate; Chao Zhang; Alexander Senf; Jochem Bijlard; Saskia Hiltemann; David van Enckevort; Susanna Repo; Jaap Heringa; Guido Jenster; Remond J A Fijneman; Jan-Willem Boiten; Gerrit A Meijer; Andrew Stubbs; Jordi Rambla; Dylan Spalding; Sanne Abeln
Journal:  F1000Res       Date:  2016-12-12

Review 6.  Computational and bioinformatics frameworks for next-generation whole exome and genome sequencing.

Authors:  Marisa P Dolled-Filhart; Michael Lee; Chih-wen Ou-Yang; Rajini Rani Haraksingh; Jimmy Cheng-Ho Lin
Journal:  ScientificWorldJournal       Date:  2013-01-13

7.  Loss of the multifunctional RNA-binding protein RBM47 as a source of selectable metastatic traits in breast cancer.

Authors:  Sakari Vanharanta; Christina B Marney; Weiping Shu; Manuel Valiente; Yilong Zou; Aldo Mele; Robert B Darnell; Joan Massagué
Journal:  Elife       Date:  2014-06-04       Impact factor: 8.140

8.  g:Profiler-a web server for functional interpretation of gene lists (2016 update).

Authors:  Jüri Reimand; Tambet Arak; Priit Adler; Liis Kolberg; Sulev Reisberg; Hedi Peterson; Jaak Vilo
Journal:  Nucleic Acids Res       Date:  2016-04-20       Impact factor: 16.971

9.  deepTools2: a next generation web server for deep-sequencing data analysis.

Authors:  Fidel Ramírez; Devon P Ryan; Björn Grüning; Vivek Bhardwaj; Fabian Kilpert; Andreas S Richter; Steffen Heyne; Friederike Dündar; Thomas Manke
Journal:  Nucleic Acids Res       Date:  2016-04-13       Impact factor: 16.971

10.  Microbial biodiversity assessment of the European Space Agency's ExoMars 2016 mission.

Authors:  Kaisa Koskinen; Petra Rettberg; Rüdiger Pukall; Anna Auerbach; Lisa Wink; Simon Barczyk; Alexandra Perras; Alexander Mahnert; Diana Margheritis; Gerhard Kminek; Christine Moissl-Eichinger
Journal:  Microbiome       Date:  2017-10-25       Impact factor: 14.650

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