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10.1093/nar/gkw1185

http://scihub22266oqcxt.onion/10.1093/nar/gkw1185
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suck abstract from ncbi


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pmid27903911
      Nucleic+Acids+Res 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.
  • |*Computer Simulation [MESH]
  • |*Gene Expression Regulation [MESH]
  • |*Models, Genetic [MESH]
  • |Algorithms [MESH]
  • |Argonaute Proteins/*metabolism [MESH]
  • |Binding Sites [MESH]
  • |Cell Line [MESH]
  • |Humans [MESH]
  • |Immunoprecipitation [MESH]
  • |Machine Learning [MESH]
  • |MicroRNAs/chemistry/*metabolism [MESH]
  • |RNA, Messenger/chemistry/metabolism [MESH]
  • |Sequence Analysis, RNA [MESH]


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