RNApredator: fast accessibility-based prediction of sRNA targets

被引:95
作者
Eggenhofer, Florian [1 ]
Tafer, Hakim [2 ]
Stadler, Peter F. [1 ,2 ,3 ,4 ,5 ,6 ]
Hofacker, Ivo L. [1 ,5 ]
机构
[1] Univ Vienna, Inst Theoret Chem, A-1090 Vienna, Austria
[2] Univ Leipzig, Bioinformat Grp, Dept Comp Sci, Interdisciplinary Ctr Bioinformat, D-04107 Leipzig, Germany
[3] Max Planck Inst Math Sci, D-04103 Leipzig, Germany
[4] Fraunhofer Inst Cell Therapy & Immunol, RNom Grp, D-04103 Leipzig, Germany
[5] Univ Copenhagen, Ctr Noncoding RNA Technol & Hlth, DK-1870 Frederiksberg, Denmark
[6] Santa Fe Inst, Santa Fe, NM 87501 USA
关键词
ESCHERICHIA-COLI; NONCODING RNAS; IDENTIFICATION; THERMODYNAMICS; EXPRESSION; MICC; TOOL;
D O I
10.1093/nar/gkr467
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Bacterial genomes encode a plethora of small RNAs (sRNAs), which are heterogeneous in size, structure and function. Most sRNAs act as post-transcriptional regulators by means of specific base pairing interactions with the 5'-untranslated region of mRNA transcripts, thereby modifying the stability of the target transcript and/or its ability to be translated. Here, we present RNApredator, a web server for the prediction of sRNA targets. The user can choose from a set of over 2155 genomes and plasmids from 1183 bacterial species. RNApredator then uses a dynamic programming approach, RNAplex, to compute putative targets. Compared to web servers with a similar task, RNApredator takes the accessibility of the target during the target search into account, improving the specificity of the predictions. Furthermore, enrichment in Gene Ontology terms, cellular pathways as well as changes in accessibilities along the target sequence can be done in fully automated post-processing steps. The predictive performance of the underlying dynamic programming approach RNAplex is similar to that of more complex methods, but needs at least three orders of magnitude less time to complete. RNApredator is available at http://rna.tbi.univie.ac.at/RNApredator.
引用
收藏
页码:W149 / W154
页数:6
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