Computational methods to identify miRNA targets

被引:47
作者
Hammell, Molly [1 ]
机构
[1] Univ Massachusetts, Sch Med, Program Mol Med, Worcester, MA 01605 USA
基金
美国国家卫生研究院;
关键词
miRNA; miRNA target prediction; Computational methods; MICRORNA BINDING-SITES; GENE-EXPRESSION; MESSENGER-RNAS; PREDICTION; IDENTIFICATION; DETERMINANTS; SPECIFICITY; MECHANISMS; REPRESSION; SELECTION;
D O I
10.1016/j.semcdb.2010.01.004
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
MicroRNAs (miRNAs) are short RNA molecules that regulate the post-transcriptional expression of their target genes. This regulation may take the form of stable translational or degradation of the target transcript, although the mechanisms governing the outcome of miRNA-mediated regulation remain largely unknown. While it is becoming clear that miRNAs are core components of gene regulatory networks, elucidating precise roles for each miRNA within these networks will require an accurate means of identifying target genes and assessing the impact of miRNAs on individual targets. Numerous computational methods for predicting targets are currently available. These methods vary widely in their emphasis, accuracy, and ease of use for researchers. This review will focus on a comparison of the available computational methods in animals, with an emphasis on approaches that are informed by experimental analysis of microRNA: target complexes. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:738 / 744
页数:7
相关论文
共 71 条
[21]   Kinetic analysis of the RNAi enzyme complex [J].
Haley, B ;
Zamore, PD .
NATURE STRUCTURAL & MOLECULAR BIOLOGY, 2004, 11 (07) :599-606
[22]   The micro RNA-argonaute complex A platform for mRNA modulation [J].
Hammell, Christopher M. .
RNA BIOLOGY, 2008, 5 (03) :123-127
[23]   nhl-2 Modulates MicroRNA Activity in Caenorhabditis elegans [J].
Hammell, Christopher M. ;
Lubin, Isabella ;
Boag, Peter R. ;
Blackwell, T. Keith ;
Ambros, Victor .
CELL, 2009, 136 (05) :926-938
[24]   mirWIP: microRNA target prediction based on microRNA-containing ribonucleoprotein-enriched transcripts [J].
Hammell, Molly ;
Long, Dang ;
Zhang, Liang ;
Lee, Andrew ;
Carmack, C. Steven ;
Han, Min ;
Ding, Ye ;
Ambros, Victor .
NATURE METHODS, 2008, 5 (09) :813-819
[25]   Relative contribution of sequence and structure features to the mRNA binding of Argonaute/EIF2C-miRNA complexes and the degradation of miRNA targets [J].
Hausser, Jean ;
Landthaler, Markus ;
Jaskiewicz, Lukasz ;
Gaidatzis, Dimos ;
Zavolan, Mihaela .
GENOME RESEARCH, 2009, 19 (11) :2009-2020
[26]   The roles of binding site arrangement and combinatorial targeting in microRNA repression of gene expression [J].
Hon, Lawrence S. ;
Zhang, Zemin .
GENOME BIOLOGY, 2007, 8 (08)
[27]   Immunopurification of Ago1 miRNPs selects for a distinct class of microRNA targets [J].
Hong, Xin ;
Hammell, Molly ;
Ambros, Victor ;
Cohen, Stephen M. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (35) :15085-15090
[28]   Using expression profiling data to identify human microRNA targets [J].
Huang, Jim C. ;
Babak, Tomas ;
Corson, Timothy W. ;
Chua, Gordon ;
Khan, Sofia ;
Gallie, Brenda L. ;
Hughes, Timothy R. ;
Blencowe, Benjamin J. ;
Frey, Brendan J. ;
Morris, Quaid D. .
NATURE METHODS, 2007, 4 (12) :1045-1049
[29]   Involvement of MicroRNA in AU-rich element-mediated mRNA instability [J].
Jing, Q ;
Huang, S ;
Guth, S ;
Zarubin, T ;
Motoyama, A ;
Chen, JM ;
Di Padova, F ;
Lin, SC ;
Gram, H ;
Han, JH .
CELL, 2005, 120 (05) :623-634
[30]   Human MicroRNA targets [J].
John, B ;
Enright, AJ ;
Aravin, A ;
Tuschl, T ;
Sander, C ;
Marks, DS .
PLOS BIOLOGY, 2004, 2 (11) :1862-1879