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Genome-Wide Association between Branch Point Properties and Alternative Splicing
The branch point (BP) is one of the three obligatory signals required for pre-mRNA splicing. In mammals, the degeneracy of the motif combined with the lack of a large set of experimentally verified BPs complicates the task of modeling it in silico, and therefore of predicting the location of natural...
Autores principales: | , , , |
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Formato: | Texto |
Lenguaje: | English |
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Public Library of Science
2010
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2991248/ https://www.ncbi.nlm.nih.gov/pubmed/21124863 http://dx.doi.org/10.1371/journal.pcbi.1001016 |
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author | Corvelo, André Hallegger, Martina Smith, Christopher W. J. Eyras, Eduardo |
author_facet | Corvelo, André Hallegger, Martina Smith, Christopher W. J. Eyras, Eduardo |
author_sort | Corvelo, André |
collection | PubMed |
description | The branch point (BP) is one of the three obligatory signals required for pre-mRNA splicing. In mammals, the degeneracy of the motif combined with the lack of a large set of experimentally verified BPs complicates the task of modeling it in silico, and therefore of predicting the location of natural BPs. Consequently, BPs have been disregarded in a considerable fraction of the genome-wide studies on the regulation of splicing in mammals. We present a new computational approach for mammalian BP prediction. Using sequence conservation and positional bias we obtained a set of motifs with good agreement with U2 snRNA binding stability. Using a Support Vector Machine algorithm, we created a model complemented with polypyrimidine tract features, which considerably improves the prediction accuracy over previously published methods. Applying our algorithm to human introns, we show that BP position is highly dependent on the presence of AG dinucleotides in the 3′ end of introns, with distance to the 3′ splice site and BP strength strongly correlating with alternative splicing. Furthermore, experimental BP mapping for five exons preceded by long AG-dinucleotide exclusion zones revealed that, for a given intron, more than one BP can be chosen throughout the course of splicing. Finally, the comparison between exons of different evolutionary ages and pseudo exons suggests a key role of the BP in the pathway of exon creation in human. Our computational and experimental analyses suggest that BP recognition is more flexible than previously assumed, and it appears highly dependent on the presence of downstream polypyrimidine tracts. The reported association between BP features and the splicing outcome suggests that this, so far disregarded but yet crucial, element buries information that can complement current acceptor site models. |
format | Text |
id | pubmed-2991248 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-29912482010-12-01 Genome-Wide Association between Branch Point Properties and Alternative Splicing Corvelo, André Hallegger, Martina Smith, Christopher W. J. Eyras, Eduardo PLoS Comput Biol Research Article The branch point (BP) is one of the three obligatory signals required for pre-mRNA splicing. In mammals, the degeneracy of the motif combined with the lack of a large set of experimentally verified BPs complicates the task of modeling it in silico, and therefore of predicting the location of natural BPs. Consequently, BPs have been disregarded in a considerable fraction of the genome-wide studies on the regulation of splicing in mammals. We present a new computational approach for mammalian BP prediction. Using sequence conservation and positional bias we obtained a set of motifs with good agreement with U2 snRNA binding stability. Using a Support Vector Machine algorithm, we created a model complemented with polypyrimidine tract features, which considerably improves the prediction accuracy over previously published methods. Applying our algorithm to human introns, we show that BP position is highly dependent on the presence of AG dinucleotides in the 3′ end of introns, with distance to the 3′ splice site and BP strength strongly correlating with alternative splicing. Furthermore, experimental BP mapping for five exons preceded by long AG-dinucleotide exclusion zones revealed that, for a given intron, more than one BP can be chosen throughout the course of splicing. Finally, the comparison between exons of different evolutionary ages and pseudo exons suggests a key role of the BP in the pathway of exon creation in human. Our computational and experimental analyses suggest that BP recognition is more flexible than previously assumed, and it appears highly dependent on the presence of downstream polypyrimidine tracts. The reported association between BP features and the splicing outcome suggests that this, so far disregarded but yet crucial, element buries information that can complement current acceptor site models. Public Library of Science 2010-11-24 /pmc/articles/PMC2991248/ /pubmed/21124863 http://dx.doi.org/10.1371/journal.pcbi.1001016 Text en Corvelo et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Corvelo, André Hallegger, Martina Smith, Christopher W. J. Eyras, Eduardo Genome-Wide Association between Branch Point Properties and Alternative Splicing |
title | Genome-Wide Association between Branch Point Properties and Alternative Splicing |
title_full | Genome-Wide Association between Branch Point Properties and Alternative Splicing |
title_fullStr | Genome-Wide Association between Branch Point Properties and Alternative Splicing |
title_full_unstemmed | Genome-Wide Association between Branch Point Properties and Alternative Splicing |
title_short | Genome-Wide Association between Branch Point Properties and Alternative Splicing |
title_sort | genome-wide association between branch point properties and alternative splicing |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2991248/ https://www.ncbi.nlm.nih.gov/pubmed/21124863 http://dx.doi.org/10.1371/journal.pcbi.1001016 |
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