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Allelic imbalance metre (Allim), a new tool for measuring allele-specific gene expression with RNA-seq data

Estimating differences in gene expression among alleles is of high interest for many areas in biology and medicine. Here, we present a user-friendly software tool, Allim, to estimate allele-specific gene expression. Because mapping bias is a major problem for reliable estimates of allele-specific ge...

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Detalles Bibliográficos
Autores principales: Pandey, Ram Vinay, Franssen, Susanne U, Futschik, Andreas, Schlötterer, Christian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Blackwell Publishing Ltd 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3739924/
https://www.ncbi.nlm.nih.gov/pubmed/23615333
http://dx.doi.org/10.1111/1755-0998.12110
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author Pandey, Ram Vinay
Franssen, Susanne U
Futschik, Andreas
Schlötterer, Christian
author_facet Pandey, Ram Vinay
Franssen, Susanne U
Futschik, Andreas
Schlötterer, Christian
author_sort Pandey, Ram Vinay
collection PubMed
description Estimating differences in gene expression among alleles is of high interest for many areas in biology and medicine. Here, we present a user-friendly software tool, Allim, to estimate allele-specific gene expression. Because mapping bias is a major problem for reliable estimates of allele-specific gene expression using RNA-seq, Allim combines two different strategies to account for the mapping biases. In order to reduce the mapping bias, Allim first generates a polymorphism-aware reference genome that accounts for the sequence variation between the alleles. Then, a sequence-specific simulation tool estimates the residual mapping bias. Statistical tests for allelic imbalance are provided that can be used with the bias corrected RNA-seq data.
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spelling pubmed-37399242013-08-13 Allelic imbalance metre (Allim), a new tool for measuring allele-specific gene expression with RNA-seq data Pandey, Ram Vinay Franssen, Susanne U Futschik, Andreas Schlötterer, Christian Mol Ecol Resour Resource Articles Estimating differences in gene expression among alleles is of high interest for many areas in biology and medicine. Here, we present a user-friendly software tool, Allim, to estimate allele-specific gene expression. Because mapping bias is a major problem for reliable estimates of allele-specific gene expression using RNA-seq, Allim combines two different strategies to account for the mapping biases. In order to reduce the mapping bias, Allim first generates a polymorphism-aware reference genome that accounts for the sequence variation between the alleles. Then, a sequence-specific simulation tool estimates the residual mapping bias. Statistical tests for allelic imbalance are provided that can be used with the bias corrected RNA-seq data. Blackwell Publishing Ltd 2013-07 2013-04-25 /pmc/articles/PMC3739924/ /pubmed/23615333 http://dx.doi.org/10.1111/1755-0998.12110 Text en © 2013 John Wiley & Sons Ltd http://creativecommons.org/licenses/by/2.5/ Re-use of this article is permitted in accordance with the Creative Commons Deed, Attribution 2.5, which does not permit commercial exploitation.
spellingShingle Resource Articles
Pandey, Ram Vinay
Franssen, Susanne U
Futschik, Andreas
Schlötterer, Christian
Allelic imbalance metre (Allim), a new tool for measuring allele-specific gene expression with RNA-seq data
title Allelic imbalance metre (Allim), a new tool for measuring allele-specific gene expression with RNA-seq data
title_full Allelic imbalance metre (Allim), a new tool for measuring allele-specific gene expression with RNA-seq data
title_fullStr Allelic imbalance metre (Allim), a new tool for measuring allele-specific gene expression with RNA-seq data
title_full_unstemmed Allelic imbalance metre (Allim), a new tool for measuring allele-specific gene expression with RNA-seq data
title_short Allelic imbalance metre (Allim), a new tool for measuring allele-specific gene expression with RNA-seq data
title_sort allelic imbalance metre (allim), a new tool for measuring allele-specific gene expression with rna-seq data
topic Resource Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3739924/
https://www.ncbi.nlm.nih.gov/pubmed/23615333
http://dx.doi.org/10.1111/1755-0998.12110
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