imiRTP: An Integrated Method to Identifying miRNA-target Interactions in Arabidopsis thaliana

MiRNA are about 22nt long small noncoding RNAs that post transcription ally regulate gene expression in animals, plants and protozoa. Confident identification of MiRNA-Target Interactions (MTI) is vital to understand their function. Currently, several integrated programs and databases are available for animal miRNAs, the mechanisms of which are significantly different from plant miRNAs. Here we present imiRTP, an integrated MTI prediction and analysis toolkit for Arabidopsis thaliana. It features two important functions: (i) combination of several effective plant miRNA target prediction methods provides a sufficiently large MTI candidate set, and (ii) different filters allow for an efficient selection of potential targets. The modularity of imiRTP enables the prediction of high quality targets on genome-wide scale.

[1]  O. Voinnet Origin, Biogenesis, and Activity of Plant MicroRNAs , 2009, Cell.

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

[3]  James C. Carrington,et al.  Specificity of ARGONAUTE7-miR390 Interaction and Dual Functionality in TAS3 Trans-Acting siRNA Formation , 2008, Cell.

[4]  Vincent Moulton,et al.  A toolkit for analysing large-scale plant small RNA datasets , 2008, Bioinform..

[5]  Jason S. Cumbie,et al.  High-Throughput Sequencing of Arabidopsis microRNAs: Evidence for Frequent Birth and Death of MIRNA Genes , 2007, PloS one.

[6]  Hui Zhou,et al.  starBase: a database for exploring microRNA–mRNA interaction maps from Argonaute CLIP-Seq and Degradome-Seq data , 2010, Nucleic Acids Res..

[7]  A. T. Freitas,et al.  Current tools for the identification of miRNA genes and their targets , 2009, Nucleic acids research.

[8]  Shuigeng Zhou,et al.  miRFam: an effective automatic miRNA classification method based on n-grams and a multiclass SVM , 2011, BMC Bioinformatics.

[9]  Chi-Ying F. Huang,et al.  miRTarBase: a database curates experimentally validated microRNA–target interactions , 2010, Nucleic Acids Res..

[10]  Florian Buettner,et al.  The sufficient minimal set of miRNA seed types , 2011, Bioinform..

[11]  S. Luo,et al.  Global identification of microRNA–target RNA pairs by parallel analysis of RNA ends , 2008, Nature Biotechnology.

[12]  Uwe Ohler,et al.  Assessing the Utility of Thermodynamic Features for microRNA Target Prediction under Relaxed Seed and No Conservation Requirements , 2011, PloS one.

[13]  Marc Rehmsmeier,et al.  Comprehensive prediction of novel microRNA targets in Arabidopsis thaliana , 2009, Nucleic acids research.

[14]  V. Ambros,et al.  The C. elegans heterochronic gene lin-4 encodes small RNAs with antisense complementarity to lin-14 , 1993, Cell.

[15]  Ana Kozomara,et al.  miRBase: integrating microRNA annotation and deep-sequencing data , 2010, Nucleic Acids Res..

[16]  Baohong Zhang,et al.  Bioinformatics Applications Note Data and Text Mining Target-align: a Tool for Plant Microrna Target Identification , 2022 .

[17]  Detlef Weigel,et al.  Highly Specific Gene Silencing by Artificial MicroRNAs in Arabidopsis[W][OA] , 2006, The Plant Cell Online.

[18]  D. Bartel,et al.  Endogenous siRNA and miRNA Targets Identified by Sequencing of the Arabidopsis Degradome , 2008, Current Biology.

[19]  Michael Kertesz,et al.  The role of site accessibility in microRNA target recognition , 2007, Nature Genetics.

[20]  Shuigeng Zhou,et al.  MiRenSVM: towards better prediction of microRNA precursors using an ensemble SVM classifier with multi-loop features , 2010, BMC Bioinformatics.

[21]  O. Voinnet,et al.  Biochemical Evidence for Translational Repression by Arabidopsis MicroRNAs[W] , 2009, The Plant Cell Online.

[22]  Yves Van de Peer,et al.  TAPIR, a web server for the prediction of plant microRNA targets, including target mimics , 2010, Bioinform..

[23]  Patrick Xuechun Zhao,et al.  Computational analysis of miRNA targets in plants: current status and challenges , 2011, Briefings Bioinform..

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

[25]  Adam M. Gustafson,et al.  microRNA-Directed Phasing during Trans-Acting siRNA Biogenesis in Plants , 2005, Cell.

[26]  Webb Miller,et al.  CleaveLand: a pipeline for using degradome data to find cleaved small RNA targets , 2009, Bioinform..

[27]  X. Dai,et al.  psRNATarget: a plant small RNA target analysis server. , 2011, Nucleic acids research.

[28]  Yuanji Zhang,et al.  miRU: an automated plant miRNA target prediction server , 2005, Nucleic Acids Res..

[29]  Sun Mi Park,et al.  MicroRNAs: key players in the immune system, differentiation, tumorigenesis and cell death , 2008, Oncogene.

[30]  Rebecca L Poole The TAIR database. , 2007, Methods in molecular biology.