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Predicting mutually exclusive spliced exons based on exon length, splice site and reading frame conservation, and exon sequence homology

BACKGROUND: Alternative splicing of pre-mature RNA is an important process eukaryotes utilize to increase their repertoire of different protein products. Several types of different alternative splice forms exist including exon skipping, differential splicing of exons at their 3'- or 5'-end...

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Autores principales: Pillmann, Holger, Hatje, Klas, Odronitz, Florian, Hammesfahr, Björn, Kollmar, Martin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3228551/
https://www.ncbi.nlm.nih.gov/pubmed/21718515
http://dx.doi.org/10.1186/1471-2105-12-270
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author Pillmann, Holger
Hatje, Klas
Odronitz, Florian
Hammesfahr, Björn
Kollmar, Martin
author_facet Pillmann, Holger
Hatje, Klas
Odronitz, Florian
Hammesfahr, Björn
Kollmar, Martin
author_sort Pillmann, Holger
collection PubMed
description BACKGROUND: Alternative splicing of pre-mature RNA is an important process eukaryotes utilize to increase their repertoire of different protein products. Several types of different alternative splice forms exist including exon skipping, differential splicing of exons at their 3'- or 5'-end, intron retention, and mutually exclusive splicing. The latter term is used for clusters of internal exons that are spliced in a mutually exclusive manner. RESULTS: We have implemented an extension to the WebScipio software to search for mutually exclusive exons. Here, the search is based on the precondition that mutually exclusive exons encode regions of the same structural part of the protein product. This precondition provides restrictions to the search for candidate exons concerning their length, splice site conservation and reading frame preservation, and overall homology. Mutually exclusive exons that are not homologous and not of about the same length will not be found. Using the new algorithm, mutually exclusive exons in several example genes, a dynein heavy chain, a muscle myosin heavy chain, and Dscam were correctly identified. In addition, the algorithm was applied to the whole Drosophila melanogaster X chromosome and the results were compared to the Flybase annotation and an ab initio prediction. Clusters of mutually exclusive exons might be subsequent to each other and might encode dozens of exons. CONCLUSIONS: This is the first implementation of an automatic search for mutually exclusive exons in eukaryotes. Exons are predicted and reconstructed in the same run providing the complete gene structure for the protein query of interest. WebScipio offers high quality gene structure figures with the clusters of mutually exclusive exons colour-coded, and several analysis tools for further manual inspection. The genome scale analysis of all genes of the Drosophila melanogaster X chromosome showed that WebScipio is able to find all but two of the 28 annotated mutually exclusive spliced exons and predicts 39 new candidate exons. Thus, WebScipio should be able to identify mutually exclusive spliced exons in any query sequence from any species with a very high probability. WebScipio is freely available to academics at http://www.webscipio.org.
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spelling pubmed-32285512011-12-02 Predicting mutually exclusive spliced exons based on exon length, splice site and reading frame conservation, and exon sequence homology Pillmann, Holger Hatje, Klas Odronitz, Florian Hammesfahr, Björn Kollmar, Martin BMC Bioinformatics Research Article BACKGROUND: Alternative splicing of pre-mature RNA is an important process eukaryotes utilize to increase their repertoire of different protein products. Several types of different alternative splice forms exist including exon skipping, differential splicing of exons at their 3'- or 5'-end, intron retention, and mutually exclusive splicing. The latter term is used for clusters of internal exons that are spliced in a mutually exclusive manner. RESULTS: We have implemented an extension to the WebScipio software to search for mutually exclusive exons. Here, the search is based on the precondition that mutually exclusive exons encode regions of the same structural part of the protein product. This precondition provides restrictions to the search for candidate exons concerning their length, splice site conservation and reading frame preservation, and overall homology. Mutually exclusive exons that are not homologous and not of about the same length will not be found. Using the new algorithm, mutually exclusive exons in several example genes, a dynein heavy chain, a muscle myosin heavy chain, and Dscam were correctly identified. In addition, the algorithm was applied to the whole Drosophila melanogaster X chromosome and the results were compared to the Flybase annotation and an ab initio prediction. Clusters of mutually exclusive exons might be subsequent to each other and might encode dozens of exons. CONCLUSIONS: This is the first implementation of an automatic search for mutually exclusive exons in eukaryotes. Exons are predicted and reconstructed in the same run providing the complete gene structure for the protein query of interest. WebScipio offers high quality gene structure figures with the clusters of mutually exclusive exons colour-coded, and several analysis tools for further manual inspection. The genome scale analysis of all genes of the Drosophila melanogaster X chromosome showed that WebScipio is able to find all but two of the 28 annotated mutually exclusive spliced exons and predicts 39 new candidate exons. Thus, WebScipio should be able to identify mutually exclusive spliced exons in any query sequence from any species with a very high probability. WebScipio is freely available to academics at http://www.webscipio.org. BioMed Central 2011-06-30 /pmc/articles/PMC3228551/ /pubmed/21718515 http://dx.doi.org/10.1186/1471-2105-12-270 Text en Copyright ©2011 Pillmann et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Pillmann, Holger
Hatje, Klas
Odronitz, Florian
Hammesfahr, Björn
Kollmar, Martin
Predicting mutually exclusive spliced exons based on exon length, splice site and reading frame conservation, and exon sequence homology
title Predicting mutually exclusive spliced exons based on exon length, splice site and reading frame conservation, and exon sequence homology
title_full Predicting mutually exclusive spliced exons based on exon length, splice site and reading frame conservation, and exon sequence homology
title_fullStr Predicting mutually exclusive spliced exons based on exon length, splice site and reading frame conservation, and exon sequence homology
title_full_unstemmed Predicting mutually exclusive spliced exons based on exon length, splice site and reading frame conservation, and exon sequence homology
title_short Predicting mutually exclusive spliced exons based on exon length, splice site and reading frame conservation, and exon sequence homology
title_sort predicting mutually exclusive spliced exons based on exon length, splice site and reading frame conservation, and exon sequence homology
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3228551/
https://www.ncbi.nlm.nih.gov/pubmed/21718515
http://dx.doi.org/10.1186/1471-2105-12-270
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