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Fast accessibility-based prediction of RNA-RNA interactions.

Authors :
Tafer H
Amman F
Eggenhofer F
Stadler PF
Hofacker IL
Source :
Bioinformatics (Oxford, England) [Bioinformatics] 2011 Jul 15; Vol. 27 (14), pp. 1934-40. Date of Electronic Publication: 2011 May 18.
Publication Year :
2011

Abstract

Motivation: Currently, the best RNA-RNA interaction prediction tools are based on approaches that consider both the inter- and intramolecular interactions of hybridizing RNAs. While accurate, these methods are too slow and memory-hungry to be employed in genome-wide RNA target scans. Alternative methods neglecting intramolecular structures are fast enough for genome-wide applications, but are too inaccurate to be of much practical use.<br />Results: A new approach for RNA-RNA interaction was developed, with a prediction accuracy that is similar to that of algorithms that explicitly consider intramolecular structures, but running at least three orders of magnitude faster than RNAup. This is achieved by using a combination of precomputed accessibility profiles with an approximate energy model. This approach is implemented in the new version of RNAplex. The software also provides a variant using multiple sequences alignments as input, resulting in a further increase in specificity.<br />Availability: RNAplex is available at www.bioinf.uni-leipzig.de/Software/RNAplex.

Details

Language :
English
ISSN :
1367-4811
Volume :
27
Issue :
14
Database :
MEDLINE
Journal :
Bioinformatics (Oxford, England)
Publication Type :
Academic Journal
Accession number :
21593134
Full Text :
https://doi.org/10.1093/bioinformatics/btr281