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AllelicImbalance: an R/ bioconductor package for detecting, managing, and visualizing allele expression imbalance data from RNA sequencing

BACKGROUND: One aspect in which RNA sequencing is more valuable than microarray-based methods is the ability to examine the allelic imbalance of the expression of a gene. This process is often a complex task that entails quality control, alignment, and the counting of reads over heterozygous single-...

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Autores principales: Gådin, Jesper R., van’t Hooft, Ferdinand M., Eriksson, Per, Folkersen, Lasse
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4465016/
https://www.ncbi.nlm.nih.gov/pubmed/26066318
http://dx.doi.org/10.1186/s12859-015-0620-2
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author Gådin, Jesper R.
van’t Hooft, Ferdinand M.
Eriksson, Per
Folkersen, Lasse
author_facet Gådin, Jesper R.
van’t Hooft, Ferdinand M.
Eriksson, Per
Folkersen, Lasse
author_sort Gådin, Jesper R.
collection PubMed
description BACKGROUND: One aspect in which RNA sequencing is more valuable than microarray-based methods is the ability to examine the allelic imbalance of the expression of a gene. This process is often a complex task that entails quality control, alignment, and the counting of reads over heterozygous single-nucleotide polymorphisms. Allelic imbalance analysis is subject to technical biases, due to differences in the sequences of the measured alleles. Flexible bioinformatics tools are needed to ease the workflow while retaining as much RNA sequencing information as possible throughout the analysis to detect and address the possible biases. RESULTS: We present AllelicImblance, a software program that is designed to detect, manage, and visualize allelic imbalances comprehensively. The purpose of this software is to allow users to pose genetic questions in any RNA sequencing experiment quickly, enhancing the general utility of RNA sequencing. The visualization features can reveal notable, non-trivial allelic imbalance behavior over specific regions, such as exons. CONCLUSIONS: The software provides a complete framework to perform allelic imbalance analyses of aligned RNA sequencing data, from detection to visualization, within the robust and versatile management class, ASEset. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-015-0620-2) contains supplementary material, which is available to authorized users.
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spelling pubmed-44650162015-06-14 AllelicImbalance: an R/ bioconductor package for detecting, managing, and visualizing allele expression imbalance data from RNA sequencing Gådin, Jesper R. van’t Hooft, Ferdinand M. Eriksson, Per Folkersen, Lasse BMC Bioinformatics Software BACKGROUND: One aspect in which RNA sequencing is more valuable than microarray-based methods is the ability to examine the allelic imbalance of the expression of a gene. This process is often a complex task that entails quality control, alignment, and the counting of reads over heterozygous single-nucleotide polymorphisms. Allelic imbalance analysis is subject to technical biases, due to differences in the sequences of the measured alleles. Flexible bioinformatics tools are needed to ease the workflow while retaining as much RNA sequencing information as possible throughout the analysis to detect and address the possible biases. RESULTS: We present AllelicImblance, a software program that is designed to detect, manage, and visualize allelic imbalances comprehensively. The purpose of this software is to allow users to pose genetic questions in any RNA sequencing experiment quickly, enhancing the general utility of RNA sequencing. The visualization features can reveal notable, non-trivial allelic imbalance behavior over specific regions, such as exons. CONCLUSIONS: The software provides a complete framework to perform allelic imbalance analyses of aligned RNA sequencing data, from detection to visualization, within the robust and versatile management class, ASEset. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-015-0620-2) contains supplementary material, which is available to authorized users. BioMed Central 2015-06-12 /pmc/articles/PMC4465016/ /pubmed/26066318 http://dx.doi.org/10.1186/s12859-015-0620-2 Text en © Gådin 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
Gådin, Jesper R.
van’t Hooft, Ferdinand M.
Eriksson, Per
Folkersen, Lasse
AllelicImbalance: an R/ bioconductor package for detecting, managing, and visualizing allele expression imbalance data from RNA sequencing
title AllelicImbalance: an R/ bioconductor package for detecting, managing, and visualizing allele expression imbalance data from RNA sequencing
title_full AllelicImbalance: an R/ bioconductor package for detecting, managing, and visualizing allele expression imbalance data from RNA sequencing
title_fullStr AllelicImbalance: an R/ bioconductor package for detecting, managing, and visualizing allele expression imbalance data from RNA sequencing
title_full_unstemmed AllelicImbalance: an R/ bioconductor package for detecting, managing, and visualizing allele expression imbalance data from RNA sequencing
title_short AllelicImbalance: an R/ bioconductor package for detecting, managing, and visualizing allele expression imbalance data from RNA sequencing
title_sort allelicimbalance: an r/ bioconductor package for detecting, managing, and visualizing allele expression imbalance data from rna sequencing
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4465016/
https://www.ncbi.nlm.nih.gov/pubmed/26066318
http://dx.doi.org/10.1186/s12859-015-0620-2
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