Projects per year
Abstract
Alternative splicing generates multiple transcript and protein isoforms from the same gene and thus is important in gene expression regulation. To date, RNA-sequencing (RNA-seq) is the standard method for quantifying changes in alternative splicing on a genome-wide scale. Understanding the current limitations of RNA-seq is crucial for reliable analysis and the lack of high quality, comprehensive transcriptomes for most species, including model organisms such as Arabidopsis, is a major constraint in accurate quantification of transcript isoforms. To address this, we designed a novel pipeline with stringent filters and assembled a comprehensive Reference Transcript Dataset for Arabidopsis (AtRTD2) containing 82,190 non-redundant transcripts from 34,212 genes. Extensive experimental validation showed that AtRTD2 and its modified version, AtRTD2-QUASI, for use in Quantification of Alternatively Spliced Isoforms, outperform other available transcriptomes in RNA-seq analysis. This strategy can be implemented in other species to build a pipeline for transcript-level expression and alternative splicing analyses.
Original language | English |
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Pages (from-to) | 5061-5073 |
Number of pages | 13 |
Journal | Nucleic Acids Research |
Volume | 45 |
Issue number | 9 |
Early online date | 11 Apr 2017 |
DOIs | |
Publication status | Published - 19 May 2017 |
Keywords
- RNA-seq
- Alternative splicing
- Arabidopsis thaliana
- Transcript quantification
- Transcript assembly
Fingerprint
Dive into the research topics of 'A high quality Arabidopsis transcriptome for accurate transcript-level analysis of alternative splicing'. Together they form a unique fingerprint.Projects
- 2 Finished
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Mechanisms and Function of Alternative Splicing in the Plant Circadian Clock (Joint with University of Glasgow)
Brown, J. (Investigator)
Biotechnology and Biological Sciences Research Council
1/04/13 → 30/09/16
Project: Research
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SiLAC Proteomics for Quantitation of Protein Isoforms from Alternative Splicing in Arabidopsis Seedlings
Brown, J. (Investigator)
Biotechnology and Biological Sciences Research Council
1/04/13 → 31/03/14
Project: Research
Student theses
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Automated generation of high quality transcriptome annotations and their coding characterisation
Entizne, J. C. (Author), Brown, J. (Supervisor) & Zhang, R. (Supervisor), 2021Student thesis: Doctoral Thesis › Doctor of Philosophy
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Computational analysis and method development for high throughput transcriptomics and transcriptional regulatory inference in plants
Guo, W. (Author), Zhang, R. (Supervisor), Brown, J. (Supervisor), Waugh, R. (Supervisor) & Lin, P. (Supervisor), 2018Student thesis: Doctoral Thesis › Doctor of Philosophy
Profiles
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Brown, John
- DArcy Thompson Unit - Honorary Professor (PhD Supervisor) of Molecular Plant Sciences
Person: Honorary