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AGA: Interactive pipeline for reproducible gene expression and DNA methylation data analyses

Automated Genomics Analysis (AGA) is an interactive program to analyze high-throughput genomic data sets on a variety of platforms. An easy to use, point and click, guided pipeline is implemented to combine, define, and compare datasets, and customize their outputs. In contrast to other automated pr...

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Detalles Bibliográficos
Autores principales: Considine, Michael, Parker, Hilary, Wei, Yingying, Xia, Xaio, Cope, Leslie, Ochs, Michael, Fertig, Elana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000Research 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4617321/
https://www.ncbi.nlm.nih.gov/pubmed/26535111
http://dx.doi.org/10.12688/f1000research.6030.2
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author Considine, Michael
Parker, Hilary
Wei, Yingying
Xia, Xaio
Cope, Leslie
Ochs, Michael
Fertig, Elana
author_facet Considine, Michael
Parker, Hilary
Wei, Yingying
Xia, Xaio
Cope, Leslie
Ochs, Michael
Fertig, Elana
author_sort Considine, Michael
collection PubMed
description Automated Genomics Analysis (AGA) is an interactive program to analyze high-throughput genomic data sets on a variety of platforms. An easy to use, point and click, guided pipeline is implemented to combine, define, and compare datasets, and customize their outputs. In contrast to other automated programs, AGA enables flexible selection of sample groups for comparison from complex sample annotations. Batch correction techniques are also included to further enable the combination of datasets from diverse studies in this comparison. AGA also allows users to save plots, tables and data, and log files containing key portions of the R script run for reproducible analyses. The link between the interface and R supports collaborative research, enabling advanced R users to extend preliminary analyses generated from bioinformatics novices.
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spelling pubmed-46173212015-11-02 AGA: Interactive pipeline for reproducible gene expression and DNA methylation data analyses Considine, Michael Parker, Hilary Wei, Yingying Xia, Xaio Cope, Leslie Ochs, Michael Fertig, Elana F1000Res Software Tool Article Automated Genomics Analysis (AGA) is an interactive program to analyze high-throughput genomic data sets on a variety of platforms. An easy to use, point and click, guided pipeline is implemented to combine, define, and compare datasets, and customize their outputs. In contrast to other automated programs, AGA enables flexible selection of sample groups for comparison from complex sample annotations. Batch correction techniques are also included to further enable the combination of datasets from diverse studies in this comparison. AGA also allows users to save plots, tables and data, and log files containing key portions of the R script run for reproducible analyses. The link between the interface and R supports collaborative research, enabling advanced R users to extend preliminary analyses generated from bioinformatics novices. F1000Research 2015-10-21 /pmc/articles/PMC4617321/ /pubmed/26535111 http://dx.doi.org/10.12688/f1000research.6030.2 Text en Copyright: © 2015 Considine M et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software Tool Article
Considine, Michael
Parker, Hilary
Wei, Yingying
Xia, Xaio
Cope, Leslie
Ochs, Michael
Fertig, Elana
AGA: Interactive pipeline for reproducible gene expression and DNA methylation data analyses
title AGA: Interactive pipeline for reproducible gene expression and DNA methylation data analyses
title_full AGA: Interactive pipeline for reproducible gene expression and DNA methylation data analyses
title_fullStr AGA: Interactive pipeline for reproducible gene expression and DNA methylation data analyses
title_full_unstemmed AGA: Interactive pipeline for reproducible gene expression and DNA methylation data analyses
title_short AGA: Interactive pipeline for reproducible gene expression and DNA methylation data analyses
title_sort aga: interactive pipeline for reproducible gene expression and dna methylation data analyses
topic Software Tool Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4617321/
https://www.ncbi.nlm.nih.gov/pubmed/26535111
http://dx.doi.org/10.12688/f1000research.6030.2
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