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A user-friendly workflow for analysis of Illumina gene expression bead array data available at the arrayanalysis.org portal
BACKGROUND: Illumina whole-genome expression bead arrays are a widely used platform for transcriptomics. Most of the tools available for the analysis of the resulting data are not easily applicable by less experienced users. ArrayAnalysis.org provides researchers with an easy-to-use and comprehensiv...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4486126/ https://www.ncbi.nlm.nih.gov/pubmed/26122086 http://dx.doi.org/10.1186/s12864-015-1689-8 |
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author | Eijssen, Lars M.T. Goelela, Varshna S. Kelder, Thomas Adriaens, Michiel E. Evelo, Chris T. Radonjic, Marijana |
author_facet | Eijssen, Lars M.T. Goelela, Varshna S. Kelder, Thomas Adriaens, Michiel E. Evelo, Chris T. Radonjic, Marijana |
author_sort | Eijssen, Lars M.T. |
collection | PubMed |
description | BACKGROUND: Illumina whole-genome expression bead arrays are a widely used platform for transcriptomics. Most of the tools available for the analysis of the resulting data are not easily applicable by less experienced users. ArrayAnalysis.org provides researchers with an easy-to-use and comprehensive interface to the functionality of R and Bioconductor packages for microarray data analysis. As a modular open source project, it allows developers to contribute modules that provide support for additional types of data or extend workflows. RESULTS: To enable data analysis of Illumina bead arrays for a broad user community, we have developed a module for ArrayAnalysis.org that provides a free and user-friendly web interface for quality control and pre-processing for these arrays. This module can be used together with existing modules for statistical and pathway analysis to provide a full workflow for Illumina gene expression data analysis. The module accepts data exported from Illumina’s GenomeStudio, and provides the user with quality control plots and normalized data. The outputs are directly linked to the existing statistics module of ArrayAnalysis.org, but can also be downloaded for further downstream analysis in third-party tools. CONCLUSIONS: The Illumina bead arrays analysis module is available at http://www.arrayanalysis.org. A user guide, a tutorial demonstrating the analysis of an example dataset, and R scripts are available. The module can be used as a starting point for statistical evaluation and pathway analysis provided on the website or to generate processed input data for a broad range of applications in life sciences research. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1689-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4486126 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-44861262015-07-01 A user-friendly workflow for analysis of Illumina gene expression bead array data available at the arrayanalysis.org portal Eijssen, Lars M.T. Goelela, Varshna S. Kelder, Thomas Adriaens, Michiel E. Evelo, Chris T. Radonjic, Marijana BMC Genomics Software BACKGROUND: Illumina whole-genome expression bead arrays are a widely used platform for transcriptomics. Most of the tools available for the analysis of the resulting data are not easily applicable by less experienced users. ArrayAnalysis.org provides researchers with an easy-to-use and comprehensive interface to the functionality of R and Bioconductor packages for microarray data analysis. As a modular open source project, it allows developers to contribute modules that provide support for additional types of data or extend workflows. RESULTS: To enable data analysis of Illumina bead arrays for a broad user community, we have developed a module for ArrayAnalysis.org that provides a free and user-friendly web interface for quality control and pre-processing for these arrays. This module can be used together with existing modules for statistical and pathway analysis to provide a full workflow for Illumina gene expression data analysis. The module accepts data exported from Illumina’s GenomeStudio, and provides the user with quality control plots and normalized data. The outputs are directly linked to the existing statistics module of ArrayAnalysis.org, but can also be downloaded for further downstream analysis in third-party tools. CONCLUSIONS: The Illumina bead arrays analysis module is available at http://www.arrayanalysis.org. A user guide, a tutorial demonstrating the analysis of an example dataset, and R scripts are available. The module can be used as a starting point for statistical evaluation and pathway analysis provided on the website or to generate processed input data for a broad range of applications in life sciences research. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1689-8) contains supplementary material, which is available to authorized users. BioMed Central 2015-06-30 /pmc/articles/PMC4486126/ /pubmed/26122086 http://dx.doi.org/10.1186/s12864-015-1689-8 Text en © Eijssen et al. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Software Eijssen, Lars M.T. Goelela, Varshna S. Kelder, Thomas Adriaens, Michiel E. Evelo, Chris T. Radonjic, Marijana A user-friendly workflow for analysis of Illumina gene expression bead array data available at the arrayanalysis.org portal |
title | A user-friendly workflow for analysis of Illumina gene expression bead array data available at the arrayanalysis.org portal |
title_full | A user-friendly workflow for analysis of Illumina gene expression bead array data available at the arrayanalysis.org portal |
title_fullStr | A user-friendly workflow for analysis of Illumina gene expression bead array data available at the arrayanalysis.org portal |
title_full_unstemmed | A user-friendly workflow for analysis of Illumina gene expression bead array data available at the arrayanalysis.org portal |
title_short | A user-friendly workflow for analysis of Illumina gene expression bead array data available at the arrayanalysis.org portal |
title_sort | user-friendly workflow for analysis of illumina gene expression bead array data available at the arrayanalysis.org portal |
topic | Software |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4486126/ https://www.ncbi.nlm.nih.gov/pubmed/26122086 http://dx.doi.org/10.1186/s12864-015-1689-8 |
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