메뉴 건너뛰기




Volumn 43, Issue 11, 2013, Pages 1645-1652

Prediction of microRNA-regulated protein interaction pathways in Arabidopsis using machine learning algorithms

Author keywords

Arabidopsis thaliana; Enrichment analysis; Jaccard coefficient; Machine learning algorithm; MicroRNA target prediction; Protein protein interaction

Indexed keywords

ARABIDOPSIS THALIANA; BIOLOGICAL PHENOMENA; JACCARD COEFFICIENTS; LEARNING CLASSIFIERS; MICRORNA TARGET PREDICTIONS; PLANT PATHOGEN INTERACTION; PLANT RESISTANCE GENES; PROTEIN-PROTEIN INTERACTIONS;

EID: 84883764148     PISSN: 00104825     EISSN: 18790534     Source Type: Journal    
DOI: 10.1016/j.compbiomed.2013.08.010     Document Type: Article
Times cited : (14)

References (31)
  • 1
    • 0347444723 scopus 로고    scopus 로고
    • MicroRNAs: genomics, biogenesis, mechanism, and function
    • Bartel D.P. MicroRNAs: genomics, biogenesis, mechanism, and function. Cell 2004, 166(2):281-297.
    • (2004) Cell , vol.166 , Issue.2 , pp. 281-297
    • Bartel, D.P.1
  • 2
    • 79953137130 scopus 로고    scopus 로고
    • Computational analysis of miRNA targets in plants: current status and challenges
    • Dai X., Zhuang Z., Zhao P.X. Computational analysis of miRNA targets in plants: current status and challenges. Briefings Bioinformatics 2010, 12(2):115-121.
    • (2010) Briefings Bioinformatics , vol.12 , Issue.2 , pp. 115-121
    • Dai, X.1    Zhuang, Z.2    Zhao, P.X.3
  • 3
    • 11844278458 scopus 로고    scopus 로고
    • Conserved seed pairing, often flanked by adenosines, indicates that thousands of human genes are microRNA targets
    • Lewis B.P., Burge C.B., Bartel D.P. Conserved seed pairing, often flanked by adenosines, indicates that thousands of human genes are microRNA targets. Cell 2005, 120(1):15-20.
    • (2005) Cell , vol.120 , Issue.1 , pp. 15-20
    • Lewis, B.P.1    Burge, C.B.2    Bartel, D.P.3
  • 4
    • 27544458484 scopus 로고    scopus 로고
    • Prediction of regulatory modules comprising microRNAs and target genes
    • Yoon S., Micheli G.D. Prediction of regulatory modules comprising microRNAs and target genes. Bioinformatics 2005, 21:ii93-ii100.
    • (2005) Bioinformatics , vol.21
    • Yoon, S.1    Micheli, G.D.2
  • 5
    • 59549088112 scopus 로고    scopus 로고
    • Identification of microRNA regulatory modules in Arabidopsis via a probabilistic graphical model
    • Joung J.G., Fei S.J. Identification of microRNA regulatory modules in Arabidopsis via a probabilistic graphical model. Bioinformatics 2008, 25:387-393.
    • (2008) Bioinformatics , vol.25 , pp. 387-393
    • Joung, J.G.1    Fei, S.J.2
  • 6
    • 44149083586 scopus 로고    scopus 로고
    • MiRDB: a microRNA target prediction and functional annotation database with a wiki interface
    • Wang Z. miRDB: a microRNA target prediction and functional annotation database with a wiki interface. RNA 2008, 14:1012-1017.
    • (2008) RNA , vol.14 , pp. 1012-1017
    • Wang, Z.1
  • 8
    • 79959967431 scopus 로고    scopus 로고
    • PsRNATarget: a plant small RNA target analysis server
    • Dai X., Zhao X. psRNATarget: a plant small RNA target analysis server. Nucleic Acids Res. 2011, 39:W155-W159.
    • (2011) Nucleic Acids Res. , vol.39
    • Dai, X.1    Zhao, X.2
  • 10
    • 84864748399 scopus 로고    scopus 로고
    • 'MicroRNA Targets', a new AthaMap web-tool for genome-wide identification of miRNA targets in Arabidopsis thaliana
    • Bülow L., Bolívar J.C., Ruhe J., Brill Y., Hehl R. 'MicroRNA Targets', a new AthaMap web-tool for genome-wide identification of miRNA targets in Arabidopsis thaliana. BioData Min. 2012, 5:7.
    • (2012) BioData Min. , vol.5 , pp. 7
    • Bülow, L.1    Bolívar, J.C.2    Ruhe, J.3    Brill, Y.4    Hehl, R.5
  • 11
    • 77955043355 scopus 로고    scopus 로고
    • MiRror: a combinatorial analysis web tool for ensembles of microRNAs and their targets
    • Friedman Y., Naamati G., Linial M. MiRror: a combinatorial analysis web tool for ensembles of microRNAs and their targets. Bioinformatics 2010, 26:1920-1921.
    • (2010) Bioinformatics , vol.26 , pp. 1920-1921
    • Friedman, Y.1    Naamati, G.2    Linial, M.3
  • 12
    • 84860831762 scopus 로고    scopus 로고
    • MiRFANs: an integrated database for Arabidopsis thaliana microRNA function annotations
    • Liu H., Jin T., Liao R., Wan L., Xu B., Zhou S., Guan J. miRFANs: an integrated database for Arabidopsis thaliana microRNA function annotations. BMC Plant Biol. 2012, 12:66.
    • (2012) BMC Plant Biol. , vol.12 , pp. 66
    • Liu, H.1    Jin, T.2    Liao, R.3    Wan, L.4    Xu, B.5    Zhou, S.6    Guan, J.7
  • 13
    • 33747849920 scopus 로고    scopus 로고
    • RNAhybrid: miRNA target prediction easy, fast and flexible
    • Kruger J., Rehmsmeier M. RNAhybrid: miRNA target prediction easy, fast and flexible. Nucleic Acids Res. 2006, 34:451-454.
    • (2006) Nucleic Acids Res. , vol.34 , pp. 451-454
    • Kruger, J.1    Rehmsmeier, M.2
  • 16
    • 34748821761 scopus 로고    scopus 로고
    • The role of site accessibility in microRNA target recognition
    • Kertesz M., Iovino N., Unnerstall U., Gaul U., Segal E. The role of site accessibility in microRNA target recognition. Nat. Genet. 2007, 39(10):1278-1284.
    • (2007) Nat. Genet. , vol.39 , Issue.10 , pp. 1278-1284
    • Kertesz, M.1    Iovino, N.2    Unnerstall, U.3    Gaul, U.4    Segal, E.5
  • 18
    • 33644875286 scopus 로고    scopus 로고
    • Gene Ontology Consortium, The Gene Ontology (GO) project in 2006
    • Gene Ontology Consortium, The Gene Ontology (GO) project in 2006. Nucleic Acids Res. 34 (2006) D322-D326.
    • (2006) Nucleic Acids Res. , vol.34
  • 21
    • 0037249498 scopus 로고    scopus 로고
    • The Arabidopsis Information Resource (TAIR): a model organism database providing a centralized, curated gateway to Arabidopsis biology, research materials and community
    • Rhee S.Y., Beavis W., Berardini T.Z., Chen G., Dixon D., Doyle A., Garcia-Hernandez M., Huala E., Lander G., Montoya M., et al. The Arabidopsis Information Resource (TAIR): a model organism database providing a centralized, curated gateway to Arabidopsis biology, research materials and community. Nucleic Acids Res. 2003, 31:224-228.
    • (2003) Nucleic Acids Res. , vol.31 , pp. 224-228
    • Rhee, S.Y.1    Beavis, W.2    Berardini, T.Z.3    Chen, G.4    Dixon, D.5    Doyle, A.6    Garcia-Hernandez, M.7    Huala, E.8    Lander, G.9    Montoya, M.10
  • 22
    • 4944228528 scopus 로고    scopus 로고
    • A practical guide to support vector classification (Technical report)
    • Department of Computer Science and Information Engineering, National Taiwan University
    • C. Hsu, C.C. Chang, & C.J. Lin, A practical guide to support vector classification (Technical report). Department of Computer Science and Information Engineering, National Taiwan University (2003).
    • (2003)
    • Hsu, C.1    Chang, C.C.2    Lin, C.J.3
  • 27
    • 33749645474 scopus 로고    scopus 로고
    • MiTarget: microRNA target gene prediction using a support vector machine
    • Kim S.K., Nam J.W., Rhree J.K., Lee W.J., Zhang B.T. miTarget: microRNA target gene prediction using a support vector machine. Bioinformatics 2006, 7(1):441.
    • (2006) Bioinformatics , vol.7 , Issue.1 , pp. 441
    • Kim, S.K.1    Nam, J.W.2    Rhree, J.K.3    Lee, W.J.4    Zhang, B.T.5
  • 28
    • 36448982458 scopus 로고    scopus 로고
    • Naïve Bayes for microRNA target predictions-machine learning for microRNA targets
    • Yousef M., Jung S., Kossenkov A.V., Showe L.C., Showe M.K. Naïve Bayes for microRNA target predictions-machine learning for microRNA targets. Bioinformatics 2007, 23(22):2987-2992.
    • (2007) Bioinformatics , vol.23 , Issue.22 , pp. 2987-2992
    • Yousef, M.1    Jung, S.2    Kossenkov, A.V.3    Showe, L.C.4    Showe, M.K.5
  • 29
    • 4043074968 scopus 로고    scopus 로고
    • Novel and stress-regulated microRNAs and other small RNAs from Arabidopsis
    • Sunkar R., Zhu J.K. Novel and stress-regulated microRNAs and other small RNAs from Arabidopsis. Plant Cell 2004, 16(8):2001-2019.
    • (2004) Plant Cell , vol.16 , Issue.8 , pp. 2001-2019
    • Sunkar, R.1    Zhu, J.K.2
  • 30
    • 77954504259 scopus 로고    scopus 로고
    • Comparison and Integration of Target Prediction Algorithms for microRNA Studies
    • Zhang Y., Verbeek F.J. Comparison and Integration of Target Prediction Algorithms for microRNA Studies. J. Integrative Bioinformatics 2010, 7(3):127.
    • (2010) J. Integrative Bioinformatics , vol.7 , Issue.3 , pp. 127
    • Zhang, Y.1    Verbeek, F.J.2
  • 31
    • 84883754453 scopus 로고    scopus 로고
    • Prediction of microRNA-regulated A. thaliana-Xcc protein interaction pathways
    • International Conference on Agricultural, Environment and Biological Sciences (ICAEBS'2012) May 26-27, 2012 Phuket, Thailand
    • N. Kurubanjerdjit, J.J.P. Tsai & K.-L Ng, Prediction of microRNA-regulated A. thaliana-Xcc protein interaction pathways. International Conference on Agricultural, Environment and Biological Sciences (ICAEBS'2012) May 26-27, 2012 Phuket, Thailand (2012).
    • (2012)
    • Kurubanjerdjit, N.1    Tsai, J.J.P.2    Ng, K.-L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.