Algorithms for mapping of mRNA targets for microRNA.

MicroRNAs (miRNAs) are involved in human health and disease as endogenous suppressors of the translation of coding genes. At this early point of time in miRNA biology, it is important to identify specific cognate mRNA targets for miRNA. Investigation of the significance of miRNAs in disease processes relies on algorithms that hypothetically link specific miRNAs to their putative target genes. The development of such algorithms represents a hot area of research in biomedical informatics. Lack of biological data linking specific miRNAs to their respective mRNA targets represents the most serious limitation at this time. This article presents a concise review addressing the most popular concepts underlying state-of-the-art algorithms and principles aimed at target mapping for specific miRNAs. Strategies for improvement of the current bioinformatics tools and effective approaches for biological validation are discussed.

[1]  C. Burge,et al.  Conserved Seed Pairing, Often Flanked by Adenosines, Indicates that Thousands of Human Genes are MicroRNA Targets , 2005, Cell.

[2]  Alexander E. Kel,et al.  TRANSCompel®: a database on composite regulatory elements in eukaryotic genes , 2002, Nucleic Acids Res..

[3]  Sam Griffiths-Jones,et al.  The microRNA Registry , 2004, Nucleic Acids Res..

[4]  Peter F Stadler,et al.  Evolution of microRNAs. , 2006, Methods in molecular biology.

[5]  G. Obernosterer,et al.  Post-transcriptional regulation of microRNA expression. , 2006, RNA.

[6]  Lisa Redrup,et al.  Genetic Imprinting: Conflict at the Callipyge Locus , 2005, Current Biology.

[7]  V. Ambros microRNAs Tiny Regulators with Great Potential , 2001, Cell.

[8]  D. Baltimore,et al.  NF-κB-dependent induction of microRNA miR-146, an inhibitor targeted to signaling proteins of innate immune responses , 2006, Proceedings of the National Academy of Sciences.

[9]  A. Hatzigeorgiou,et al.  TarBase: A comprehensive database of experimentally supported animal microRNA targets. , 2005, RNA.

[10]  G. De Micheli,et al.  Computational identification of microRNAs and their targets. , 2006, Birth defects research. Part C, Embryo today : reviews.

[11]  Hsien-Da Huang,et al.  RegRNA: an integrated web server for identifying regulatory RNA motifs and elements , 2006, Nucleic Acids Res..

[12]  V. Ambros The functions of animal microRNAs , 2004, Nature.

[13]  Matthias Wilmanns,et al.  Combinatorial control of gene expression , 2004, Nature Structural &Molecular Biology.

[14]  John G Doench,et al.  Recapitulation of short RNA-directed translational gene silencing in vitro. , 2006, Molecular cell.

[15]  E. Miska,et al.  MicroRNA functions in animal development and human disease , 2005, Development.

[16]  Byoung-Tak Zhang,et al.  miTarget: microRNA target gene prediction using a support vector machine , 2006, BMC Bioinformatics.

[17]  Hsien-Da Huang,et al.  ViTa: prediction of host microRNAs targets on viruses , 2006, Nucleic Acids Res..

[18]  R. Giegerich,et al.  Fast and effective prediction of microRNA/target duplexes. , 2004, RNA.

[19]  Xiaowei Wang,et al.  Systematic identification of microRNA functions by combining target prediction and expression profiling , 2006, Nucleic acids research.

[20]  Hsien-Da Huang,et al.  miRNAMap: genomic maps of microRNA genes and their target genes in mammalian genomes , 2005, Nucleic Acids Res..

[21]  Y. Li,et al.  Incorporating structure to predict microRNA targets. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[22]  P. Macdonald,et al.  Prediction and verification of microRNA targets by MovingTargets, a highly adaptable prediction method , 2005, BMC Genomics.

[23]  Thomas Tuschl,et al.  Sequence-specific inhibition of microRNA- and siRNA-induced RNA silencing. , 2004, RNA.

[24]  Colin N. Dewey,et al.  A Genome-Wide Map of Conserved MicroRNA Targets in C. elegans , 2006, Current Biology.

[25]  Sam Griffiths-Jones,et al.  miRBase: the microRNA sequence database. , 2006, Methods in molecular biology.

[26]  Stijn van Dongen,et al.  miRBase: microRNA sequences, targets and gene nomenclature , 2005, Nucleic Acids Res..

[27]  Molly Megraw,et al.  miRGen: a database for the study of animal microRNA genomic organization and function , 2006, Nucleic Acids Res..

[28]  Michael Q. Zhang,et al.  A clustering property of highly-degenerate transcription factor binding sites in the mammalian genome , 2006, Nucleic acids research.

[29]  M S Waterman,et al.  Identification of common molecular subsequences. , 1981, Journal of molecular biology.

[30]  Anton J. Enright,et al.  Human MicroRNA Targets , 2004, PLoS biology.

[31]  Chris Sander,et al.  Prediction of human microRNA targets. , 2006, Methods in molecular biology.

[32]  K. Gunsalus,et al.  Combinatorial microRNA target predictions , 2005, Nature Genetics.

[33]  Ivo L. Hofacker,et al.  Vienna RNA secondary structure server , 2003, Nucleic Acids Res..

[34]  N. Rajewsky microRNA target predictions in animals , 2006, Nature Genetics.

[35]  John Bracht,et al.  MicroRNAs: a developing story. , 2005, Current opinion in genetics & development.

[36]  R. Aharonov,et al.  Identification of hundreds of conserved and nonconserved human microRNAs , 2005, Nature Genetics.

[37]  R. Shiekhattar,et al.  MicroRNA biogenesis: isolation and characterization of the microprocessor complex. , 2006, Methods in molecular biology.

[38]  W. Frank,et al.  Novel micro-RNAs and intermediates of micro-RNA biogenesis from moss. , 2006, The Plant journal : for cell and molecular biology.

[39]  Michael Zuker,et al.  Optimal computer folding of large RNA sequences using thermodynamics and auxiliary information , 1981, Nucleic Acids Res..

[40]  K. Lindblad-Toh,et al.  Systematic discovery of regulatory motifs in human promoters and 3′ UTRs by comparison of several mammals , 2005, Nature.

[41]  James R. Brown,et al.  A computational view of microRNAs and their targets. , 2005, Drug discovery today.

[42]  Peter F. Stadler,et al.  Partition function and base pairing probabilities of RNA heterodimers , 2006, Algorithms for Molecular Biology.

[43]  A. Hatzigeorgiou,et al.  A combined computational-experimental approach predicts human microRNA targets. , 2004, Genes & development.

[44]  C. Burge,et al.  Prediction of Mammalian MicroRNA Targets , 2003, Cell.

[45]  Isaac Bentwich Prediction and validation of microRNAs and their targets , 2005, FEBS letters.

[46]  R. Russell,et al.  Principles of MicroRNA–Target Recognition , 2005, PLoS biology.

[47]  Shingo Takagi,et al.  MicroRNA regulates the expression of human cytochrome P450 1B1. , 2006, Cancer research.

[48]  David C Baulcombe,et al.  Identification of trans-acting siRNAs in moss and an RNA-dependent RNA polymerase required for their biogenesis. , 2006, The Plant journal : for cell and molecular biology.