메뉴 건너뛰기




Volumn 6, Issue , 2005, Pages

Classification of real and pseudo microRNA precursors using local structure-sequence features and support vector machine

Author keywords

[No Author keywords available]

Indexed keywords

AB INITIO METHOD; AB INITIO PREDICTION; COMPARATIVE GENOMIC; COMPARATIVE GENOMICS; COMPUTATIONAL PREDICTIONS; HAIRPIN STRUCTURES; NON-CODING RNAS; SVM CLASSIFIERS;

EID: 30344447264     PISSN: 14712105     EISSN: 14712105     Source Type: Journal    
DOI: 10.1186/1471-2105-6-310     Document Type: Article
Times cited : (409)

References (37)
  • 1
    • 0037782493 scopus 로고    scopus 로고
    • MicroRNAs: At the root of plant development?
    • Bartel B, Bartel DP: MicroRNAs: at the root of plant development? Plant Physiol 2003, 132(2):709-717.
    • (2003) Plant Physiol , vol.132 , Issue.2 , pp. 709-717
    • Bartel, B.1    Bartel, D.P.2
  • 2
    • 0347444723 scopus 로고    scopus 로고
    • MicroRNAs: Genomics, biogenesis, mechanism, and function
    • Bartel DP: MicroRNAs: genomics, biogenesis, mechanism, and function. Cell 2004, 116(2):281-297.
    • (2004) Cell , vol.116 , Issue.2 , pp. 281-297
    • Bartel, D.P.1
  • 3
    • 0037009364 scopus 로고    scopus 로고
    • MicroRNA maturation: Stepwise processing and subcellular localization
    • Lee Y, Jeon K, Lee JT, Kim S, Kim VN: MicroRNA maturation: stepwise processing and subcellular localization. Embo J 2002, 21(17):4663-4670.
    • (2002) Embo J , vol.21 , Issue.17 , pp. 4663-4670
    • Lee, Y.1    Jeon, K.2    Lee, J.T.3    Kim, S.4    Kim, V.N.5
  • 5
    • 1842608548 scopus 로고    scopus 로고
    • MicroRNA precursors in motion: Exportin-5 mediates their nuclear export
    • Kim VN: MicroRNA precursors in motion: exportin-5 mediates their nuclear export. Trends Cell Biol 2004, 14(4):156-159.
    • (2004) Trends Cell Biol , vol.14 , Issue.4 , pp. 156-159
    • Kim, V.N.1
  • 6
    • 4444230672 scopus 로고    scopus 로고
    • Structural requirements for pre-microRNA binding and nuclear export by Exportin 5
    • Zeng Y, Cullen BR: Structural requirements for pre-microRNA binding and nuclear export by Exportin 5. Nucleic Acids Res 2004, 32(16):4776-4785.
    • (2004) Nucleic Acids Res , vol.32 , Issue.16 , pp. 4776-4785
    • Zeng, Y.1    Cullen, B.R.2
  • 7
    • 3142613181 scopus 로고    scopus 로고
    • Single processing center models for human Dicer and bacterial RNase III
    • Zhang, H. Kolb FA, Jaskiewicz L, Westhof E, Filipowicz W: Single processing center models for human Dicer and bacterial RNase III. Cell 2004, 118(1):57-68.
    • (2004) Cell , vol.118 , Issue.1 , pp. 57-68
    • Zhang, H.1    Kolb, F.A.2    Jaskiewicz, L.3    Westhof, E.4    Filipowicz, W.5
  • 10
  • 11
    • 2942672580 scopus 로고    scopus 로고
    • Computational Identification of Plant MicroRNAs and Their Targets, Including a Stress-Induced miRNA
    • Jones-Rhoades MW, Bartel DP: Computational Identification of Plant MicroRNAs and Their Targets, Including a Stress-Induced miRNA. Mol Cell 2004, 14(6):787-799.
    • (2004) Mol Cell , vol.14 , Issue.6 , pp. 787-799
    • Jones-Rhoades, M.W.1    Bartel, D.P.2
  • 12
    • 3843089328 scopus 로고    scopus 로고
    • Detection of 91 potential conserved plant microRNAs in Arabidopsis thaliana and Oryza sativa identifies important target genes
    • Bonnet E, Wuyts J, Rouze P, Van de Peer Y: Detection of 91 potential conserved plant microRNAs in Arabidopsis thaliana and Oryza sativa identifies important target genes. Proc Natl Acad Sci U S A 2004, 101(31):11511-11516.
    • (2004) Proc Natl Acad Sci U S A , vol.101 , Issue.31 , pp. 11511-11516
    • Bonnet, E.1    Wuyts, J.2    Rouze, P.3    Van de Peer, Y.4
  • 13
    • 24644476482 scopus 로고    scopus 로고
    • MicroRNA Identification Based on Sequence and Structure Alignment
    • Wang XW, Zhang J, Li F, Gu G, He T, Zhang XG, Li YD: MicroRNA Identification Based on Sequence and Structure Alignment. Bioinformatics 2005, 21(18):3610-3614.
    • (2005) Bioinformatics , vol.21 , Issue.18 , pp. 3610-3614
    • Wang, X.W.1    Zhang, J.2    Li, F.3    Gu, G.4    He, T.5    Zhang, X.G.6    Li, Y.D.7
  • 15
    • 0037736765 scopus 로고    scopus 로고
    • On the normalization of RNA equilibrium free energy to the length of the sequence
    • Pervouchine DD, Graber JH, Kasif S: On the normalization of RNA equilibrium free energy to the length of the sequence. Nucleic Acids Res 2003, 31(9):e49.
    • (2003) Nucleic Acids Res , vol.31 , Issue.9
    • Pervouchine, D.D.1    Graber, J.H.2    Kasif, S.3
  • 17
    • 0033670134 scopus 로고    scopus 로고
    • Engineering support vector machine kernels that recognize translation initiation sites
    • Zien A, Ratsch G, Mika S, Scholkopf B, Lengauer T, Muller KR: Engineering support vector machine kernels that recognize translation initiation sites. Bioinformatics 2000, 16(9):799-807.
    • (2000) Bioinformatics , vol.16 , Issue.9 , pp. 799-807
    • Zien, A.1    Ratsch, G.2    Mika, S.3    Scholkopf, B.4    Lengauer, T.5    Muller, K.R.6
  • 18
    • 0346121460 scopus 로고    scopus 로고
    • Sequence information for the splicing of human pre-mRNA identified by support vector machine classification
    • Zhang XH, Heller KA, Hefter I, Leslie CS, Chasin LA: Sequence information for the splicing of human pre-mRNA identified by support vector machine classification. Genome Res 2003, 13(12):2637-2650.
    • (2003) Genome Res , vol.13 , Issue.12 , pp. 2637-2650
    • Zhang, X.H.1    Heller, K.A.2    Hefter, I.3    Leslie, C.S.4    Chasin, L.A.5
  • 19
    • 1542714925 scopus 로고    scopus 로고
    • Mismatch string kernels for discriminative protein classification
    • Leslie CS, Eskin E, Cohen A, Weston J, Noble WS: Mismatch string kernels for discriminative protein classification. Bioinformatics 2004, 20(4):467-476.
    • (2004) Bioinformatics , vol.20 , Issue.4 , pp. 467-476
    • Leslie, C.S.1    Eskin, E.2    Cohen, A.3    Weston, J.4    Noble, W.S.5
  • 21
    • 19444386649 scopus 로고    scopus 로고
    • Prediction of siRNA functionality using generalized string kernel and support vector machine
    • Teramoto R, Aoki M, Kimura T, Kanaoka M: Prediction of siRNA functionality using generalized string kernel and support vector machine. FEBS Lett 2005, 579(13):2878-2882.
    • (2005) FEBS Lett , vol.579 , Issue.13 , pp. 2878-2882
    • Teramoto, R.1    Aoki, M.2    Kimura, T.3    Kanaoka, M.4
  • 23
    • 0347755643 scopus 로고    scopus 로고
    • The microRNA Registry
    • Database issue
    • Griffiths-Jones S: The microRNA Registry. Nucleic Acids Res 2004, 32 Database issue:D109-111.
    • (2004) Nucleic Acids Res , vol.32
    • Griffiths-Jones, S.1
  • 24
    • 84874652748 scopus 로고    scopus 로고
    • Pre-miRNAs: [ftp.sanger.ac.uk/pub/databases/Rfam/miRNA/old_releases/5.0/ hairpin.fa]
    • Pre-miRNAs: [ftp.sanger.ac.uk/pub/databases/Rfam/miRNA/old_releases/5.0/ hairpin.fa].
  • 26
    • 0035162594 scopus 로고    scopus 로고
    • RefSeq and LocusLink: NCBI gene-centered resources
    • Pruitt KD, Maglott DR: RefSeq and LocusLink: NCBI gene-centered resources. Nucleic Acids Res 2001, 29(1):137-140.
    • (2001) Nucleic Acids Res , vol.29 , Issue.1 , pp. 137-140
    • Pruitt, K.D.1    Maglott, D.R.2
  • 29
    • 10244243802 scopus 로고    scopus 로고
    • Evidence that microRNA precursors, unlike other non-coding RNAs, have lower folding free energies than random sequences
    • Bonnet E, Wuyts J, Rouze P, Van de Peer Y: Evidence that microRNA precursors, unlike other non-coding RNAs, have lower folding free energies than random sequences. Bioinformatics 2004, 20(17):2911-2917.
    • (2004) Bioinformatics , vol.20 , Issue.17 , pp. 2911-2917
    • Bonnet, E.1    Wuyts, J.2    Rouze, P.3    Van de Peer, Y.4
  • 31
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes C, Vapnik VN: Support-vector networks. Mach Learn 1995, 20:273-297.
    • (1995) Mach Learn , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.N.2
  • 32
    • 16344396421 scopus 로고    scopus 로고
    • Accurate identification of alternatively spliced exons using support vector machine
    • Dror G, Sorek R, Shamir R: Accurate identification of alternatively spliced exons using support vector machine. Bioinformatics 2005, 21(7):897-901.
    • (2005) Bioinformatics , vol.21 , Issue.7 , pp. 897-901
    • Dror, G.1    Sorek, R.2    Shamir, R.3
  • 33
    • 14744270807 scopus 로고    scopus 로고
    • RNA Secondary Structure Prediction
    • Edited by Jiang T, Xu Y, Zhang MQ: Tsinghua University Press and The MIT Press
    • Wang Z, Zhang K: RNA Secondary Structure Prediction. In: Current Topics in Computational Molecular Biology. Edited by Jiang T, Xu Y, Zhang MQ: Tsinghua University Press and The MIT Press; 2002: 345-364.
    • (2002) Current Topics in Computational Molecular Biology , pp. 345-364
    • Wang, Z.1    Zhang, K.2
  • 35
    • 11844262661 scopus 로고    scopus 로고
    • Phylogenetic shadowing and computational identification of human microRNA genes
    • Berezikov E, Guryev V, van de Belt J, Wienholds E, Plasterk RH, Cuppen E: Phylogenetic shadowing and computational identification of human microRNA genes. Cell 2005, 120(1):21-24.
    • (2005) Cell , vol.120 , Issue.1 , pp. 21-24
    • Berezikov, E.1    Guryev, V.2    van de Belt, J.3    Wienholds, E.4    Plasterk, R.H.5    Cuppen, E.6
  • 36
    • 0003710380 scopus 로고    scopus 로고
    • LIBSVM : A library for support vector machines
    • Chang C-C, Lin C-J: LIBSVM : a library for support vector machines. 2001.
    • (2001)
    • Chang, C.-C.1    Lin, C.-J.2
  • 37
    • 84874656391 scopus 로고    scopus 로고
    • Triplet-SVM-classifier
    • Triplet-SVM-classifier: [http://bioinfo.au.tsinghua.edu.cn/mirnasvm].


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.