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Investigation of allele specific expression in various tissues of broiler chickens using the detection tool VADT

Differential abundance of allelic transcripts in a diploid organism, commonly referred to as allele specific expression (ASE), is a biologically significant phenomenon and can be examined using single nucleotide polymorphisms (SNPs) from RNA-seq. Quantifying ASE aids in our ability to identify and u...

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Autores principales: Tomlinson, M. Joseph, Polson, Shawn W., Qiu, Jing, Lake, Juniper A., Lee, William, Abasht, Behnam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7889858/
https://www.ncbi.nlm.nih.gov/pubmed/33597613
http://dx.doi.org/10.1038/s41598-021-83459-8
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author Tomlinson, M. Joseph
Polson, Shawn W.
Qiu, Jing
Lake, Juniper A.
Lee, William
Abasht, Behnam
author_facet Tomlinson, M. Joseph
Polson, Shawn W.
Qiu, Jing
Lake, Juniper A.
Lee, William
Abasht, Behnam
author_sort Tomlinson, M. Joseph
collection PubMed
description Differential abundance of allelic transcripts in a diploid organism, commonly referred to as allele specific expression (ASE), is a biologically significant phenomenon and can be examined using single nucleotide polymorphisms (SNPs) from RNA-seq. Quantifying ASE aids in our ability to identify and understand cis-regulatory mechanisms that influence gene expression, and thereby assist in identifying causal mutations. This study examines ASE in breast muscle, abdominal fat, and liver of commercial broiler chickens using variants called from a large sub-set of the samples (n = 68). ASE analysis was performed using a custom software called VCF ASE Detection Tool (VADT), which detects ASE of biallelic SNPs using a binomial test. On average ~ 174,000 SNPs in each tissue passed our filtering criteria and were considered informative, of which ~ 24,000 (~ 14%) showed ASE. Of all ASE SNPs, only 3.7% exhibited ASE in all three tissues, with ~ 83% showing ASE specific to a single tissue. When ASE genes (genes containing ASE SNPs) were compared between tissues, the overlap among all three tissues increased to 20.1%. Our results indicate that ASE genes show tissue-specific enrichment patterns, but all three tissues showed enrichment for pathways involved in translation.
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spelling pubmed-78898582021-02-22 Investigation of allele specific expression in various tissues of broiler chickens using the detection tool VADT Tomlinson, M. Joseph Polson, Shawn W. Qiu, Jing Lake, Juniper A. Lee, William Abasht, Behnam Sci Rep Article Differential abundance of allelic transcripts in a diploid organism, commonly referred to as allele specific expression (ASE), is a biologically significant phenomenon and can be examined using single nucleotide polymorphisms (SNPs) from RNA-seq. Quantifying ASE aids in our ability to identify and understand cis-regulatory mechanisms that influence gene expression, and thereby assist in identifying causal mutations. This study examines ASE in breast muscle, abdominal fat, and liver of commercial broiler chickens using variants called from a large sub-set of the samples (n = 68). ASE analysis was performed using a custom software called VCF ASE Detection Tool (VADT), which detects ASE of biallelic SNPs using a binomial test. On average ~ 174,000 SNPs in each tissue passed our filtering criteria and were considered informative, of which ~ 24,000 (~ 14%) showed ASE. Of all ASE SNPs, only 3.7% exhibited ASE in all three tissues, with ~ 83% showing ASE specific to a single tissue. When ASE genes (genes containing ASE SNPs) were compared between tissues, the overlap among all three tissues increased to 20.1%. Our results indicate that ASE genes show tissue-specific enrichment patterns, but all three tissues showed enrichment for pathways involved in translation. Nature Publishing Group UK 2021-02-17 /pmc/articles/PMC7889858/ /pubmed/33597613 http://dx.doi.org/10.1038/s41598-021-83459-8 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Tomlinson, M. Joseph
Polson, Shawn W.
Qiu, Jing
Lake, Juniper A.
Lee, William
Abasht, Behnam
Investigation of allele specific expression in various tissues of broiler chickens using the detection tool VADT
title Investigation of allele specific expression in various tissues of broiler chickens using the detection tool VADT
title_full Investigation of allele specific expression in various tissues of broiler chickens using the detection tool VADT
title_fullStr Investigation of allele specific expression in various tissues of broiler chickens using the detection tool VADT
title_full_unstemmed Investigation of allele specific expression in various tissues of broiler chickens using the detection tool VADT
title_short Investigation of allele specific expression in various tissues of broiler chickens using the detection tool VADT
title_sort investigation of allele specific expression in various tissues of broiler chickens using the detection tool vadt
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7889858/
https://www.ncbi.nlm.nih.gov/pubmed/33597613
http://dx.doi.org/10.1038/s41598-021-83459-8
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