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PMID: 21124863 Published · epublish English Journal Article Research Support, Non-U.S. Gov't

Genome-wide association between branch point properties and alternative splicing.

PLoS computational biology ·Vol. 6 ·No. 11 ·2010-11-24 ·Pages e1001016

Corvelo A, Hallegger M, Smith CW, Eyras E

Abstract

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.

MeSH Terms
Algorithms Alternative Splicing Animals Databases, Genetic Gene Expression Regulation Genome-Wide Association Study/methods Genomics/methods Humans Models, Genetic Models, Statistical Signal Transduction
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Corvelo André
Computational Genomics, Universitat Pompeu Fabra, Barcelona, Spain.
Hallegger Martina
Smith Christopher W J
Eyras Eduardo
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Article Info
Journal
PLoS computational biology
Abbr.
PLoS Comput Biol
ISSN
1553-7358
Published
2010-11-24
Epub
2010-00-24
Pages
e1001016
Language
English
Region
United States
NLM ID
101238922
PMCID
PMC2991248
Subset
IM
Grants
Wellcome Trust · 077877 · United Kingdom
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