4.7 Article

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

Journal

MOLECULAR ECOLOGY RESOURCES
Volume 13, Issue 4, Pages 740-745

Publisher

WILEY
DOI: 10.1111/1755-0998.12110

Keywords

allele-specific gene expression; allelic imbalance; gene expression; mapping bias; RNA-seq

Funding

  1. Austrian Science Funds (FWF) [P22834]
  2. Volkswagen Foundation
  3. Austrian Science Fund (FWF) [P 22834] Funding Source: researchfish
  4. Austrian Science Fund (FWF) [P22834] Funding Source: Austrian Science Fund (FWF)

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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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