A wide repertoire of miRNA binding sites: prediction and functional implications

被引:22
作者
Elefant, Naama [1 ]
Altuvia, Yael [1 ]
Margalit, Hanah [1 ]
机构
[1] Hebrew Univ Jerusalem, Dept Microbiol & Mol Genet, IMRIC, Fac Med, IL-91120 Jerusalem, Israel
基金
美国国家科学基金会;
关键词
MICRORNA FUNCTIONS; RNA; TARGETS; PROTEIN; IMPACT; CYTOMEGALOVIRUSES; IDENTIFICATION; ACCESSIBILITY; DETERMINANTS; SPECIFICITY;
D O I
10.1093/bioinformatics/btr534
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: Over the past decade, deciphering the roles of microRNAs (miRNAs) has relied heavily upon the identification of their targets. Most of the targets that were computationally and experimentally characterized were evolutionarily conserved 'seed' targets, containing a perfect 6-8 nt match between the miRNA 5'-region and the messenger RNA (mRNA). Gradually, it has become evident that other types of miRNA binding can confer target regulation, but their characterization has been lagging behind. Results: Here, we complement the putative evolutionarily-conserved seed-containing targets by a wide repertoire of putative targets exhibiting a variety of miRNA binding patterns, predicted by our algorithm RepTar. These include non-conserved sites, 'seed' binding sites with G:U-wobbles within the seed, '3(') compensatory' sites and 'centered' sites. Apart from the centered sites, we demonstrate the functionality of these sites and characterize the target profile of a miRNA by the types of binding sites predicted in its target 3(') UTRs. We find that different miRNAs have individual target profiles, with some more inclined to seed binding and others more inclined to binding through 3(') compensatory sites. This diversity in targeting patterns is also evident within several miRNA families (defined by common seed sequences), leading to divergence in the target sets of members of the same family. The prediction of non-conventional miRNA targets is also beneficial in the search for targets of the non-conserved viral miRNAs. Analyzing the cellular targets of viral miRNAs, we show that viral miRNAs use various binding patterns to exploit cellular miRNA binding sites and suggest roles for these targets in virus-host interactions.
引用
收藏
页码:3093 / 3101
页数:9
相关论文
共 44 条
[1]   Lost in translation: an assessment and perspective for computational microRNA target identification [J].
Alexiou, Panagiotis ;
Maragkakis, Manolis ;
Papadopoulos, Giorgos L. ;
Reczko, Martin ;
Hatzigeorgiou, Artemis G. .
BIOINFORMATICS, 2009, 25 (23) :3049-3055
[2]   Target mRNA abundance dilutes microRNA and siRNA activity [J].
Arvey, Aaron ;
Larsson, Erik ;
Sander, Chris ;
Leslie, Christina S. ;
Marks, Debora S. .
MOLECULAR SYSTEMS BIOLOGY, 2010, 6
[3]   The impact of microRNAs on protein output [J].
Baek, Daehyun ;
Villen, Judit ;
Shin, Chanseok ;
Camargo, Fernando D. ;
Gygi, Steven P. ;
Bartel, David P. .
NATURE, 2008, 455 (7209) :64-U38
[4]   MicroRNAs: Target Recognition and Regulatory Functions [J].
Bartel, David P. .
CELL, 2009, 136 (02) :215-233
[5]   Comprehensive modeling of microRNA targets predicts functional non-conserved and non-canonical sites [J].
Betel, Doron ;
Koppal, Anjali ;
Agius, Phaedra ;
Sander, Chris ;
Leslie, Christina .
GENOME BIOLOGY, 2010, 11 (08)
[6]   Principles of MicroRNA-target recognition [J].
Brennecke, J ;
Stark, A ;
Russell, RB ;
Cohen, SM .
PLOS BIOLOGY, 2005, 3 (03) :404-418
[7]   Kaposi's sarcoma-associated herpesvirus expresses an array of viral microRNAs in latently infected cells [J].
Cai, XZ ;
Lu, SH ;
Zhang, ZH ;
Gonzalez, CM ;
Damania, B ;
Cullen, BR .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (15) :5570-5575
[8]   Transcriptional maps of 10 human chromosomes at 5-nucleotide resolution [J].
Cheng, J ;
Kapranov, P ;
Drenkow, J ;
Dike, S ;
Brubaker, S ;
Patel, S ;
Long, J ;
Stern, D ;
Tammana, H ;
Helt, G ;
Sementchenko, V ;
Piccolboni, A ;
Bekiranov, S ;
Bailey, DK ;
Ganesh, M ;
Ghosh, S ;
Bell, I ;
Gerhard, DS ;
Gingeras, TR .
SCIENCE, 2005, 308 (5725) :1149-1154
[9]   Perfect seed pairing is not a generally reliable predictor for miRNA-target interactions [J].
Didiano, Dominic ;
Hobert, Oliver .
NATURE STRUCTURAL & MOLECULAR BIOLOGY, 2006, 13 (09) :849-851
[10]   Specificity of microRNA target selection in translational repression [J].
Doench, JG ;
Sharp, PA .
GENES & DEVELOPMENT, 2004, 18 (05) :504-511