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Identifying and characterising key alternative splicing events in Drosophila development

BACKGROUND: In complex Metazoans a given gene frequently codes for multiple protein isoforms, through processes such as alternative splicing. Large scale functional annotation of these isoforms is a key challenge for functional genomics. This annotation gap is increasing with the large numbers of mu...

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Autores principales: Lees, Jonathan G., Ranea, Juan A., Orengo, Christine A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4537583/
https://www.ncbi.nlm.nih.gov/pubmed/26275604
http://dx.doi.org/10.1186/s12864-015-1674-2
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author Lees, Jonathan G.
Ranea, Juan A.
Orengo, Christine A.
author_facet Lees, Jonathan G.
Ranea, Juan A.
Orengo, Christine A.
author_sort Lees, Jonathan G.
collection PubMed
description BACKGROUND: In complex Metazoans a given gene frequently codes for multiple protein isoforms, through processes such as alternative splicing. Large scale functional annotation of these isoforms is a key challenge for functional genomics. This annotation gap is increasing with the large numbers of multi transcript genes being identified by technologies such as RNASeq. Furthermore attempts to characterise the functions of splicing in an organism are complicated by the difficulty in distinguishing functional isoforms from those produced by splicing errors or transcription noise. Tools to help prioritise candidate isoforms for testing are largely absent. RESULTS: In this study we implement a Time-course Switch (TS) score for ranking isoforms by their likelihood of producing additional functions based on their developmental expression profiles, as reported by modENCODE. The TS score allows us to better investigate functional roles of different isoforms expressed in multi transcript genes. From this analysis, we find that isoforms with high TS scores have sequence feature changes consistent with more deterministic splicing and functional changes and tend to gain domains or whole exons which could carry additional functions. Furthermore these functions appear to be particularly important for essential regulatory roles, establishing functional isoform switching as key for regulatory processes. Based on the TS score we develop a Transcript Annotations Pipeline for Alternative Splicing (TAPAS) that identifies functional neighbourhoods of potentially interesting isoforms. CONCLUSIONS: We have identified a subset of protein isoforms which appear to have high functional significance, particularly in regulation. This has been made possible through the development of novel methods that make use of transcript expression profiles. The methods and analyses we present here represent important first steps in the development of tools to address the near complete lack of isoform specific function annotation. In turn the tools allow us to better characterise the regulatory functions of alternative splicing in more detail. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1674-2) contains supplementary material, which is available to authorized users.
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spelling pubmed-45375832015-08-16 Identifying and characterising key alternative splicing events in Drosophila development Lees, Jonathan G. Ranea, Juan A. Orengo, Christine A. BMC Genomics Research Article BACKGROUND: In complex Metazoans a given gene frequently codes for multiple protein isoforms, through processes such as alternative splicing. Large scale functional annotation of these isoforms is a key challenge for functional genomics. This annotation gap is increasing with the large numbers of multi transcript genes being identified by technologies such as RNASeq. Furthermore attempts to characterise the functions of splicing in an organism are complicated by the difficulty in distinguishing functional isoforms from those produced by splicing errors or transcription noise. Tools to help prioritise candidate isoforms for testing are largely absent. RESULTS: In this study we implement a Time-course Switch (TS) score for ranking isoforms by their likelihood of producing additional functions based on their developmental expression profiles, as reported by modENCODE. The TS score allows us to better investigate functional roles of different isoforms expressed in multi transcript genes. From this analysis, we find that isoforms with high TS scores have sequence feature changes consistent with more deterministic splicing and functional changes and tend to gain domains or whole exons which could carry additional functions. Furthermore these functions appear to be particularly important for essential regulatory roles, establishing functional isoform switching as key for regulatory processes. Based on the TS score we develop a Transcript Annotations Pipeline for Alternative Splicing (TAPAS) that identifies functional neighbourhoods of potentially interesting isoforms. CONCLUSIONS: We have identified a subset of protein isoforms which appear to have high functional significance, particularly in regulation. This has been made possible through the development of novel methods that make use of transcript expression profiles. The methods and analyses we present here represent important first steps in the development of tools to address the near complete lack of isoform specific function annotation. In turn the tools allow us to better characterise the regulatory functions of alternative splicing in more detail. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1674-2) contains supplementary material, which is available to authorized users. BioMed Central 2015-08-16 /pmc/articles/PMC4537583/ /pubmed/26275604 http://dx.doi.org/10.1186/s12864-015-1674-2 Text en © Lees et al. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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 Research Article
Lees, Jonathan G.
Ranea, Juan A.
Orengo, Christine A.
Identifying and characterising key alternative splicing events in Drosophila development
title Identifying and characterising key alternative splicing events in Drosophila development
title_full Identifying and characterising key alternative splicing events in Drosophila development
title_fullStr Identifying and characterising key alternative splicing events in Drosophila development
title_full_unstemmed Identifying and characterising key alternative splicing events in Drosophila development
title_short Identifying and characterising key alternative splicing events in Drosophila development
title_sort identifying and characterising key alternative splicing events in drosophila development
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4537583/
https://www.ncbi.nlm.nih.gov/pubmed/26275604
http://dx.doi.org/10.1186/s12864-015-1674-2
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