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A pipeline for RNA-seq data processing and quality assessment
Summary: We present an R based pipeline, ArrayExpressHTS, for pre-processing, expression estimation and data quality assessment of high-throughput sequencing transcriptional profiling (RNA-seq) datasets. The pipeline starts from raw sequence files and produces standard Bioconductor R objects contain...
Autores principales: | , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3051320/ https://www.ncbi.nlm.nih.gov/pubmed/21233166 http://dx.doi.org/10.1093/bioinformatics/btr012 |
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author | Goncalves, Angela Tikhonov, Andrew Brazma, Alvis Kapushesky, Misha |
author_facet | Goncalves, Angela Tikhonov, Andrew Brazma, Alvis Kapushesky, Misha |
author_sort | Goncalves, Angela |
collection | PubMed |
description | Summary: We present an R based pipeline, ArrayExpressHTS, for pre-processing, expression estimation and data quality assessment of high-throughput sequencing transcriptional profiling (RNA-seq) datasets. The pipeline starts from raw sequence files and produces standard Bioconductor R objects containing gene or transcript measurements for downstream analysis along with web reports for data quality assessment. It may be run locally on a user's own computer or remotely on a distributed R-cloud farm at the European Bioinformatics Institute. It can be used to analyse user's own datasets or public RNA-seq datasets from the ArrayExpress Archive. Availability: The R package is available at www.ebi.ac.uk/tools/rcloud with online documentation at www.ebi.ac.uk/Tools/rwiki/, also available as supplementary material. Contact: angela.goncalves@ebi.ac.uk Supplementary information: Supplementary data are available at Bioinformatics online. |
format | Text |
id | pubmed-3051320 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-30513202011-03-10 A pipeline for RNA-seq data processing and quality assessment Goncalves, Angela Tikhonov, Andrew Brazma, Alvis Kapushesky, Misha Bioinformatics Applications Note Summary: We present an R based pipeline, ArrayExpressHTS, for pre-processing, expression estimation and data quality assessment of high-throughput sequencing transcriptional profiling (RNA-seq) datasets. The pipeline starts from raw sequence files and produces standard Bioconductor R objects containing gene or transcript measurements for downstream analysis along with web reports for data quality assessment. It may be run locally on a user's own computer or remotely on a distributed R-cloud farm at the European Bioinformatics Institute. It can be used to analyse user's own datasets or public RNA-seq datasets from the ArrayExpress Archive. Availability: The R package is available at www.ebi.ac.uk/tools/rcloud with online documentation at www.ebi.ac.uk/Tools/rwiki/, also available as supplementary material. Contact: angela.goncalves@ebi.ac.uk Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2011-03-15 2011-01-13 /pmc/articles/PMC3051320/ /pubmed/21233166 http://dx.doi.org/10.1093/bioinformatics/btr012 Text en © The Author(s) 2011. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/2.0/uk/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.5), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Applications Note Goncalves, Angela Tikhonov, Andrew Brazma, Alvis Kapushesky, Misha A pipeline for RNA-seq data processing and quality assessment |
title | A pipeline for RNA-seq data processing and quality assessment |
title_full | A pipeline for RNA-seq data processing and quality assessment |
title_fullStr | A pipeline for RNA-seq data processing and quality assessment |
title_full_unstemmed | A pipeline for RNA-seq data processing and quality assessment |
title_short | A pipeline for RNA-seq data processing and quality assessment |
title_sort | pipeline for rna-seq data processing and quality assessment |
topic | Applications Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3051320/ https://www.ncbi.nlm.nih.gov/pubmed/21233166 http://dx.doi.org/10.1093/bioinformatics/btr012 |
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