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2017 ; 45
(6
): e42
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miRTar2GO: a novel rule-based model learning method for cell line specific
microRNA target prediction that integrates Ago2 CLIP-Seq and validated
microRNA-target interaction data
#MMPMID27903911
Ahadi A
; Sablok G
; Hutvagner G
Nucleic Acids Res
2017[Apr]; 45
(6
): e42
PMID27903911
show ga
MicroRNAs (miRNAs) are ?19-22 nucleotides (nt) long regulatory RNAs that regulate
gene expression by recognizing and binding to complementary sequences on mRNAs.
The key step in revealing the function of a miRNA, is the identification of miRNA
target genes. Recent biochemical advances including PAR-CLIP and HITS-CLIP allow
for improved miRNA target predictions and are widely used to validate miRNA
targets. Here, we present miRTar2GO, which is a model, trained on the common
rules of miRNA-target interactions, Argonaute (Ago) CLIP-Seq data and
experimentally validated miRNA target interactions. miRTar2GO is designed to
predict miRNA target sites using more relaxed miRNA-target binding
characteristics. More importantly, miRTar2GO allows for the prediction of
cell-type specific miRNA targets. We have evaluated miRTar2GO against other
widely used miRNA target prediction algorithms and demonstrated that miRTar2GO
produced significantly higher F1 and G scores. Target predictions, binding
specifications, results of the pathway analysis and gene ontology enrichment of
miRNA targets are freely available at http://www.mirtar2go.org.