A Reference Transcript Database for improved analysis of RNA-seq data from barley
A Reference Transcript Database for improved analysis of RNA-seq data from barley
批准号:
BB/R014582/1
负责人:
Robbie Waugh
金额:
$40.53万
依托单位:
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2018
资助国家:
英国
项目状态:
已结题
起止时间:
2018 至 --
中文摘要
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英文摘要
The term 'gene expression' refers to the biological process by which a gene gives rise to a protein. In eukaryotes, gene expression is complex. The DNA sequence of the gene is first copied into a precursor messenger RNA (pre-mRNA) by the process of transcription and the pre-mRNA subjected to several processing steps to form a mature messenger RNA (mRNAs) that is the template for synthesis of the corresponding protein. The post-transcriptional processing steps can generate different mRNA transcripts from the same gene (i.e. transcript isoforms), effectively modulating individual transcript abundance and potentially protein function. Having multiple transcript isoforms from a single gene is problematic in terms of 1) defining the expression levels of individual transcript isoforms and how they change under different conditions, and 2) determining their characteristics - such as whether they encode protein isoforms or not. As gene expression data is widely used to derive biological inference, for example, by grouping genes according to common patterns of expression, failure to take account of the relative abundance of alternative transcripts will unavoidably generate false conclusions. In this project, we focus on the development of a resource/tool that will allow the accurate detection and quantification of mRNA transcript isoforms in barley. The tool will enable high resolution analysis of dynamic changes in gene expression at the individual transcript level and as a recognised and accessible reference will help unify and structure such analyses across a research community. One of the main approaches scientists use to associate genes with functions is to monitor patterns of gene expression: i.e. where and when genes are switched on or off, and at what level. Current approaches provide an overall measure of gene expression by counting the frequency of occurrence of very specific sequences that correspond to a given mRNA relative to the whole population of mRNAs in a particular sample and transforming these counts into relative abundance levels. However these methods are unable to distinguish the abundance of individual isoform variants, in particular those that determine protein levels, structures and activities. We call the tool a 'Reference Transcript Database' or RTD. The RTD is effectively a library of all of the transcript isoforms that exist in a diverse range of tissues from a single organism. By using the RTD in gene expression studies we can identify and determine the abundance of different transcript isoforms easily and quickly, and these can be used in subsequent functional analyses.We focus this project on the crop plant, barley, a model for the small grain Triticeae cereals that include wheat and rye. The RTD will allow effects on global and specific gene expression to be easily analysed at the transcript level in plants subjected to a range of conditions or treatments, improving our community's ability to explore and understand a wide range of biological processes. The RTD will be refreshed and maintained longer term by the barley and computational sciences groups at the James Hutton Institute.
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DOI:
10.1080/15476286.2020.1858253
发表时间:
2021-11
期刊:
RNA biology
影响因子:
4.1
作者:
[Guo W, Tzioutziou NA, Stephen G, Milne I, Calixto CP, Waugh R, Brown JWS, Zhang R]
通讯作者:
Zhang R
DOI:
10.26508/lsa.202101255
发表时间:
2022-08
期刊:
LIFE SCIENCE ALLIANCE
影响因子:
4.4
作者:
[Guo, Wenbin, Coulter, Max, Waugh, Robbie, Zhang, Runxuan]
通讯作者:
Zhang, Runxuan
3D RNA-seq: a powerful and flexible tool for rapid and accurate differential expression and alternative splicing analysis of RNA-seq data for biologists
3D RNA-seq:强大而灵活的工具,可为生物学家快速准确地进行 RNA-seq 数据的差异表达和选择性剪接分析
DOI:
10.6084/m9.figshare.13450554
发表时间:
2020
期刊:
影响因子:
--
作者:
[Guo W]
通讯作者:
Guo W
DOI:
10.3389/fpls.2020.619404
发表时间:
2020
期刊:
Frontiers in plant science
影响因子:
5.6
作者:
[Barakate A, Orr J, Schreiber M, Colas I, Lewandowska D, McCallum N, Macaulay M, Morris J, Arrieta M, Hedley PE, Ramsay L, Waugh R]
通讯作者:
Waugh R
EoRNA, a barley gene and transcript abundance database
EoRNA,大麦基因和转录本丰度数据库
DOI:
10.1101/2020.11.24.395749
发表时间:
2020
期刊:
影响因子:
--
作者:
[Milne L]
通讯作者:
Milne L
共 6 条
16 ERA-CAPS Barley yield associated networks
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项目类别:Research Grant
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资助金额:$67.3万
-
财政年份:2018
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负责人:Robbie Waugh
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依托单位:
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依托单位:
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资助金额:$46.34万
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依托单位:
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财政年份:2014
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依托单位:
A draft sequence of the barley genome
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Regulation of (1,3;1,4)-beta-glucan synthesis in the grasses
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项目类别:Research Grant
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资助金额:$50.34万
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财政年份:2012
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依托单位:
Optimising wheat grain shape for improved processing quality
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依托单位:
Association genetics of UK elite barley
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项目类别:Research Grant
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资助金额:$70.0万
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财政年份:2006
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负责人:Robbie Waugh
-
依托单位:
海外基金