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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Blackwell Publishing Ltd
2013
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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. |
format | Online Article Text |
id | pubmed-3739924 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Blackwell Publishing Ltd |
record_format | MEDLINE/PubMed |
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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