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EXPANDER – an integrative program suite for microarray data analysis

BACKGROUND: Gene expression microarrays are a prominent experimental tool in functional genomics which has opened the opportunity for gaining global, systems-level understanding of transcriptional networks. Experiments that apply this technology typically generate overwhelming volumes of data, unpre...

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Autores principales: Shamir, Ron, Maron-Katz, Adi, Tanay, Amos, Linhart, Chaim, Steinfeld, Israel, Sharan, Roded, Shiloh, Yosef, Elkon, Ran
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2005
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1261157/
https://www.ncbi.nlm.nih.gov/pubmed/16176576
http://dx.doi.org/10.1186/1471-2105-6-232
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author Shamir, Ron
Maron-Katz, Adi
Tanay, Amos
Linhart, Chaim
Steinfeld, Israel
Sharan, Roded
Shiloh, Yosef
Elkon, Ran
author_facet Shamir, Ron
Maron-Katz, Adi
Tanay, Amos
Linhart, Chaim
Steinfeld, Israel
Sharan, Roded
Shiloh, Yosef
Elkon, Ran
author_sort Shamir, Ron
collection PubMed
description BACKGROUND: Gene expression microarrays are a prominent experimental tool in functional genomics which has opened the opportunity for gaining global, systems-level understanding of transcriptional networks. Experiments that apply this technology typically generate overwhelming volumes of data, unprecedented in biological research. Therefore the task of mining meaningful biological knowledge out of the raw data is a major challenge in bioinformatics. Of special need are integrative packages that provide biologist users with advanced but yet easy to use, set of algorithms, together covering the whole range of steps in microarray data analysis. RESULTS: Here we present the EXPANDER 2.0 (EXPression ANalyzer and DisplayER) software package. EXPANDER 2.0 is an integrative package for the analysis of gene expression data, designed as a 'one-stop shop' tool that implements various data analysis algorithms ranging from the initial steps of normalization and filtering, through clustering and biclustering, to high-level functional enrichment analysis that points to biological processes that are active in the examined conditions, and to promoter cis-regulatory elements analysis that elucidates transcription factors that control the observed transcriptional response. EXPANDER is available with pre-compiled functional Gene Ontology (GO) and promoter sequence-derived data files for yeast, worm, fly, rat, mouse and human, supporting high-level analysis applied to data obtained from these six organisms. CONCLUSION: EXPANDER integrated capabilities and its built-in support of multiple organisms make it a very powerful tool for analysis of microarray data. The package is freely available for academic users at
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spelling pubmed-12611572005-10-22 EXPANDER – an integrative program suite for microarray data analysis Shamir, Ron Maron-Katz, Adi Tanay, Amos Linhart, Chaim Steinfeld, Israel Sharan, Roded Shiloh, Yosef Elkon, Ran BMC Bioinformatics Software BACKGROUND: Gene expression microarrays are a prominent experimental tool in functional genomics which has opened the opportunity for gaining global, systems-level understanding of transcriptional networks. Experiments that apply this technology typically generate overwhelming volumes of data, unprecedented in biological research. Therefore the task of mining meaningful biological knowledge out of the raw data is a major challenge in bioinformatics. Of special need are integrative packages that provide biologist users with advanced but yet easy to use, set of algorithms, together covering the whole range of steps in microarray data analysis. RESULTS: Here we present the EXPANDER 2.0 (EXPression ANalyzer and DisplayER) software package. EXPANDER 2.0 is an integrative package for the analysis of gene expression data, designed as a 'one-stop shop' tool that implements various data analysis algorithms ranging from the initial steps of normalization and filtering, through clustering and biclustering, to high-level functional enrichment analysis that points to biological processes that are active in the examined conditions, and to promoter cis-regulatory elements analysis that elucidates transcription factors that control the observed transcriptional response. EXPANDER is available with pre-compiled functional Gene Ontology (GO) and promoter sequence-derived data files for yeast, worm, fly, rat, mouse and human, supporting high-level analysis applied to data obtained from these six organisms. CONCLUSION: EXPANDER integrated capabilities and its built-in support of multiple organisms make it a very powerful tool for analysis of microarray data. The package is freely available for academic users at BioMed Central 2005-09-21 /pmc/articles/PMC1261157/ /pubmed/16176576 http://dx.doi.org/10.1186/1471-2105-6-232 Text en Copyright © 2005 Shamir et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software
Shamir, Ron
Maron-Katz, Adi
Tanay, Amos
Linhart, Chaim
Steinfeld, Israel
Sharan, Roded
Shiloh, Yosef
Elkon, Ran
EXPANDER – an integrative program suite for microarray data analysis
title EXPANDER – an integrative program suite for microarray data analysis
title_full EXPANDER – an integrative program suite for microarray data analysis
title_fullStr EXPANDER – an integrative program suite for microarray data analysis
title_full_unstemmed EXPANDER – an integrative program suite for microarray data analysis
title_short EXPANDER – an integrative program suite for microarray data analysis
title_sort expander – an integrative program suite for microarray data analysis
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1261157/
https://www.ncbi.nlm.nih.gov/pubmed/16176576
http://dx.doi.org/10.1186/1471-2105-6-232
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