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WheatExp: an RNA-seq expression database for polyploid wheat

BACKGROUND: For functional genomics studies, it is important to understand the dynamic expression profiles of transcribed genes in different tissues, stages of development and in response to environmental stimuli. The proliferation in the use of next-generation sequencing technologies by the plant r...

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Autores principales: Pearce, Stephen, Vazquez-Gross, Hans, Herin, Sayer Y., Hane, David, Wang, Yi, Gu, Yong Q., Dubcovsky, Jorge
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4690421/
https://www.ncbi.nlm.nih.gov/pubmed/26705106
http://dx.doi.org/10.1186/s12870-015-0692-1
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author Pearce, Stephen
Vazquez-Gross, Hans
Herin, Sayer Y.
Hane, David
Wang, Yi
Gu, Yong Q.
Dubcovsky, Jorge
author_facet Pearce, Stephen
Vazquez-Gross, Hans
Herin, Sayer Y.
Hane, David
Wang, Yi
Gu, Yong Q.
Dubcovsky, Jorge
author_sort Pearce, Stephen
collection PubMed
description BACKGROUND: For functional genomics studies, it is important to understand the dynamic expression profiles of transcribed genes in different tissues, stages of development and in response to environmental stimuli. The proliferation in the use of next-generation sequencing technologies by the plant research community has led to the accumulation of large volumes of expression data. However, analysis of these datasets is complicated by the frequent occurrence of polyploidy among economically-important crop species. In addition, processing and analyzing such large volumes of sequence data is a technical and time-consuming task, limiting their application in functional genomics studies, particularly for smaller laboratories which lack access to high-powered computing infrastructure. Wheat is a good example of a young polyploid species with three similar genomes (97 % identical among homoeologous genes), rapidly accumulating RNA-seq datasets and a large research community. DESCRIPTION: We present WheatExp, an expression database and visualization tool to analyze and compare homoeologue-specific transcript profiles across a broad range of tissues from different developmental stages in polyploid wheat. Beginning with publicly-available RNA-seq datasets, we developed a pipeline to distinguish between homoeologous transcripts from annotated genes in tetraploid and hexaploid wheat. Data from multiple studies is processed and compiled into a database which can be queried either by BLAST or by searching for a known gene of interest by name or functional domain. Expression data of multiple genes can be displayed side-by-side across all expression datasets providing immediate access to a comprehensive panel of expression data for specific subsets of wheat genes. CONCLUSIONS: The development of a publicly accessible expression database hosted on the GrainGenes website - http://wheat.pw.usda.gov/WheatExp/ - coupled with a simple and readily-comparable visualization tool will empower the wheat research community to use RNA-seq data and to perform functional analyses of target genes. The presented expression data is homoeologue-specific allowing for the analysis of relative contributions from each genome to the overall expression of a gene, a critical consideration for breeding applications. Our approach can be expanded to other polyploid species by adjusting sequence mapping parameters according to the specific divergence of their genomes.
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spelling pubmed-46904212015-12-25 WheatExp: an RNA-seq expression database for polyploid wheat Pearce, Stephen Vazquez-Gross, Hans Herin, Sayer Y. Hane, David Wang, Yi Gu, Yong Q. Dubcovsky, Jorge BMC Plant Biol Database BACKGROUND: For functional genomics studies, it is important to understand the dynamic expression profiles of transcribed genes in different tissues, stages of development and in response to environmental stimuli. The proliferation in the use of next-generation sequencing technologies by the plant research community has led to the accumulation of large volumes of expression data. However, analysis of these datasets is complicated by the frequent occurrence of polyploidy among economically-important crop species. In addition, processing and analyzing such large volumes of sequence data is a technical and time-consuming task, limiting their application in functional genomics studies, particularly for smaller laboratories which lack access to high-powered computing infrastructure. Wheat is a good example of a young polyploid species with three similar genomes (97 % identical among homoeologous genes), rapidly accumulating RNA-seq datasets and a large research community. DESCRIPTION: We present WheatExp, an expression database and visualization tool to analyze and compare homoeologue-specific transcript profiles across a broad range of tissues from different developmental stages in polyploid wheat. Beginning with publicly-available RNA-seq datasets, we developed a pipeline to distinguish between homoeologous transcripts from annotated genes in tetraploid and hexaploid wheat. Data from multiple studies is processed and compiled into a database which can be queried either by BLAST or by searching for a known gene of interest by name or functional domain. Expression data of multiple genes can be displayed side-by-side across all expression datasets providing immediate access to a comprehensive panel of expression data for specific subsets of wheat genes. CONCLUSIONS: The development of a publicly accessible expression database hosted on the GrainGenes website - http://wheat.pw.usda.gov/WheatExp/ - coupled with a simple and readily-comparable visualization tool will empower the wheat research community to use RNA-seq data and to perform functional analyses of target genes. The presented expression data is homoeologue-specific allowing for the analysis of relative contributions from each genome to the overall expression of a gene, a critical consideration for breeding applications. Our approach can be expanded to other polyploid species by adjusting sequence mapping parameters according to the specific divergence of their genomes. BioMed Central 2015-12-24 /pmc/articles/PMC4690421/ /pubmed/26705106 http://dx.doi.org/10.1186/s12870-015-0692-1 Text en © Pearce et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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 Database
Pearce, Stephen
Vazquez-Gross, Hans
Herin, Sayer Y.
Hane, David
Wang, Yi
Gu, Yong Q.
Dubcovsky, Jorge
WheatExp: an RNA-seq expression database for polyploid wheat
title WheatExp: an RNA-seq expression database for polyploid wheat
title_full WheatExp: an RNA-seq expression database for polyploid wheat
title_fullStr WheatExp: an RNA-seq expression database for polyploid wheat
title_full_unstemmed WheatExp: an RNA-seq expression database for polyploid wheat
title_short WheatExp: an RNA-seq expression database for polyploid wheat
title_sort wheatexp: an rna-seq expression database for polyploid wheat
topic Database
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4690421/
https://www.ncbi.nlm.nih.gov/pubmed/26705106
http://dx.doi.org/10.1186/s12870-015-0692-1
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