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

Authors: Pillmann, H.; Hatje, K.; Odronitz, F.; Hammesfahr, B.; Kollmar, M.;

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

Abstract

AbstractBackgroundAlternative 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.ResultsWe 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 wholeDrosophila melanogasterX chromosome and the results were compared to the Flybase annotation and anab initioprediction. Clusters of mutually exclusive exons might be subsequent to each other and might encode dozens of exons.ConclusionsThis 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 theDrosophila melanogasterX 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 athttp://www.webscipio.org.

Keywords

Reading Frames, X Chromosome, Base Sequence, QH301-705.5, Computer applications to medicine. Medical informatics, Molecular Sequence Data, R858-859.7, Exons, Biochemistry, Introns, Computer Science Applications, Alternative Splicing, Drosophila melanogaster, Animals, Drosophila Proteins, Amino Acid Sequence, RNA Splice Sites, Biology (General), Molecular Biology, Algorithms, Research Article

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
26
Average
Average
Top 10%
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