메뉴 건너뛰기




Volumn 39, Issue 8, 2011, Pages 3017-3025

Structure-based prediction of RNA-binding domains and RNA-binding sites and application to structural genomics targets

Author keywords

[No Author keywords available]

Indexed keywords

DNA; RNA; RNA BINDING PROTEIN;

EID: 79955638463     PISSN: 03051048     EISSN: 13624962     Source Type: Journal    
DOI: 10.1093/nar/gkq1266     Document Type: Article
Times cited : (103)

References (50)
  • 1
    • 44449166478 scopus 로고    scopus 로고
    • RNA-binding proteins and post-transcriptional gene regulation
    • Glisovic, T., Bachorik, J.L., Yong, J. and Dreyfuss, G (2008) RNA-binding proteins and post-transcriptional gene regulation. FEBS Lett., 582, 1977-1986.
    • (2008) FEBS Lett. , vol.582 , pp. 1977-1986
    • Glisovic, T.1    Bachorik, J.L.2    Yong, J.3    Dreyfuss, G.4
  • 2
    • 24644502657 scopus 로고    scopus 로고
    • From birth to death: The complex lives of eukaryotic mRNAs
    • DOI 10.1126/science.1111443
    • Moore, M.J. (2005) From birth to death: the complex lives of eukaryotic mRNAs. Science, 309, 1514-1518. (Pubitemid 41266467)
    • (2005) Science , vol.309 , Issue.5740 , pp. 1514-1518
    • Moore, M.J.1
  • 4
    • 0038644483 scopus 로고    scopus 로고
    • Support vector machines for predicting rRNA-, RNA-, and DNA-binding proteins from amino acid sequence
    • DOI 10.1016/S1570-9639(03)00112-2
    • Cai, Y.D. and Lin, S.L. (2003) Support vector machines for predicting rRNA-, RNA-, and DNA-binding proteins from amino acid sequence. Biochim. Biophis. Acta-Proteins Proteomics, 1648, 127-133. (Pubitemid 38234614)
    • (2003) Biochimica et Biophysica Acta - Proteins and Proteomics , vol.1648 , Issue.1-2 , pp. 127-133
    • Cai, Y.-D.1    Lin, S.L.2
  • 5
    • 1242274331 scopus 로고    scopus 로고
    • Prediction of RNA-binding proteins from primary sequence by a support vector machine approach
    • DOI 10.1261/rna.5890304
    • Han, L.Y., Cai, C.Z., Lo, S.L., Chung, M.C.M. and Chen, Y.Z. (2004) Prediction of RNA-binding proteins from primary sequence by a support vector machine approach. RNA, 10, 355-368. (Pubitemid 38240996)
    • (2004) RNA , vol.10 , Issue.3 , pp. 355-368
    • Han, L.Y.1    Cai, C.Z.2    Lo, S.L.3    Chung, M.C.M.4    Chen, Y.Z.5
  • 6
    • 33646510075 scopus 로고    scopus 로고
    • Predicting rRNA-RNA-, and DNA-binding proteins from primary structure with support vector machines
    • Yu, X., Cao, J., Cai, Y., Shi, T. and Li, Y. (2006) Predicting rRNA-, RNA-, and DNA-binding proteins from primary structure with support vector machines. J. Theor. Biol., 240, 175-184.
    • (2006) J. Theor. Biol. , vol.240 , pp. 175-184
    • Yu, X.1    Cao, J.2    Cai, Y.3    Shi, T.4    Li, Y.5
  • 7
    • 64749100837 scopus 로고    scopus 로고
    • Predicting DNA-and RNA-binding proteins from sequences with kernel methods
    • Shao, X., Tian, Y., Wu, L., Wang, Y., Jing, L. and Deng, N. (2009) Predicting DNA-and RNA-binding proteins from sequences with kernel methods. J. Thor. Biol., 258, 289-293.
    • (2009) J. Thor. Biol. , vol.258 , pp. 289-293
    • Shao, X.1    Tian, Y.2    Wu, L.3    Wang, Y.4    Jing, L.5    Deng, N.6
  • 8
    • 66449105901 scopus 로고    scopus 로고
    • Protein function annotation from sequence: Prediction of residues interacting with RNA
    • Spriggs, R.V., Murakami, Y., Nakamura, H. and Jones, S. (2009) Protein function annotation from sequence: prediction of residues interacting with RNA. Bioinformatics, 25, 1492-1497.
    • (2009) Bioinformatics , vol.25 , pp. 1492-1497
    • Spriggs, R.V.1    Murakami, Y.2    Nakamura, H.3    Jones, S.4
  • 9
    • 50949129815 scopus 로고    scopus 로고
    • Classifying RNA-binding proteins based on electrostatic properties
    • Shazman, S. and Mandel-Gutfreund, Y. (2008) Classifying RNA-binding proteins based on electrostatic properties. PLoS Comput. Biol., 4, e1000146.
    • (2008) PLoS Comput. Biol. , vol.4
    • Shazman, S.1    Mandel-Gutfreund, Y.2
  • 10
    • 18244362861 scopus 로고    scopus 로고
    • A neural network method for identification of RNA-interacting residues in protein
    • Jeong, E., Chung, I. and Miyano, S. (2004) A neural network method for identification of RNA-interacting residues in protein. Genome Inform., 15, 105-116.
    • (2004) Genome Inform. , vol.15 , pp. 105-116
    • Jeong, E.1    Chung, I.2    Miyano, S.3
  • 11
    • 33747828217 scopus 로고    scopus 로고
    • BindN: A web-based tool for efficient prediction of DNA and RNA binding sites in amino acid sequences
    • DOI 10.1093/nar/gkl298
    • Wang, L. and Brown, S.J. (2006) BindN: a web-based tool for efficient prediction of DNA and RNA binding sites in amino acid sequences. Nucleic Acids Res., 34, W243-W248. (Pubitemid 44529772)
    • (2006) Nucleic Acids Research , vol.34 , Issue.WEB. SERV. ISS.
    • Wang, L.1    Brown, S.J.2
  • 12
    • 33746526551 scopus 로고    scopus 로고
    • Prediction of RNA binding sites in proteins from amino acid sequence
    • DOI 10.1261/rna.2197306
    • Terribilini, M., Lee, J.-H., Yan, C., Jernigan, R.L., Honavar, V. and Dobbs, D. (2006) Prediction of RNA binding sites in proteins from amino acid sequence. RNA, 12, 1450-1462. (Pubitemid 44141524)
    • (2006) RNA , vol.12 , Issue.8 , pp. 1450-1462
    • Terribilini, M.1    Lee, J.-H.2    Yan, C.3    Jernigan, R.L.4    Honavar, V.5    Dobbs, D.6
  • 14
    • 49749109156 scopus 로고    scopus 로고
    • PRINTR: Prediction of RNA binding sites in proteins using SVM and profiles
    • Wang, Y., Xue, Z., Shen, G. and Xu, J. (2008) PRINTR: prediction of RNA binding sites in proteins using SVM and profiles. Amino Acids, 35, 295-302.
    • (2008) Amino Acids , vol.35 , pp. 295-302
    • Wang, Y.1    Xue, Z.2    Shen, G.3    Xu, J.4
  • 15
    • 57649181721 scopus 로고    scopus 로고
    • Predicting RNA-binding sites of proteins using support vector machines and evolutionary information
    • Cheng, C.-W., Su, E.C.-Y., Hwang, J.-K., Sung, T.-Y. and Hsu, W.-L. (2008) Predicting RNA-binding sites of proteins using support vector machines and evolutionary information. BMC Bioinformatics, 9, S6.
    • (2008) BMC Bioinformatics , vol.9
    • Cheng, C.-W.1    Su, E.C.-Y.2    Hwang, J.-K.3    Sung, T.-Y.4    Hsu, W.-L.5
  • 16
    • 40549105098 scopus 로고    scopus 로고
    • Prediction of RNA binding sites in a protein using SVM and PSSM profile
    • DOI 10.1002/prot.21677
    • Kumar, M., Gromiha, A.M. and Raghava, G.P.S. (2008) Prediction of RNA binding sites in a protein using SVM and PSSM profile. Proteins, 71, 189-194. (Pubitemid 351358602)
    • (2008) Proteins: Structure, Function and Genetics , vol.71 , Issue.1 , pp. 189-194
    • Kumar, M.1    Gromiha, M.M.2    Raghava, G.P.S.3
  • 17
    • 40849095892 scopus 로고    scopus 로고
    • RISP: A web-based server for prediction of RNA-binding sites in proteins
    • Tong, J., Jiang, P. and Lu, Z.-h. (2008) RISP: A web-based server for prediction of RNA-binding sites in proteins. Comput. Methods Programs Biomed., 90, 148-153.
    • (2008) Comput. Methods Programs Biomed. , vol.90 , pp. 148-153
    • Tong, J.1    Jiang, P.2    Lu, Z.-H.3
  • 18
    • 41149087805 scopus 로고    scopus 로고
    • Predicting RNA-binding sites from the protein structure based on electrostatics, evolution and geometry
    • Chen, Y.C. and Lim, C. (2008) Predicting RNA-binding sites from the protein structure based on electrostatics, evolution and geometry. Nucleic Acids Res., 36, e29.
    • (2008) Nucleic Acids Res. , vol.36
    • Chen, Y.C.1    Lim, C.2
  • 19
    • 71749114914 scopus 로고    scopus 로고
    • Exploiting structural and topological information to improve prediction of RNA-protein binding sites
    • Maetschke, S.R. and Yuan, Z. (2009) Exploiting structural and topological information to improve prediction of RNA-protein binding sites. BMC Bioinformatics, 10, 341.
    • (2009) BMC Bioinformatics , vol.10 , pp. 341
    • Maetschke, S.R.1    Yuan, Z.2
  • 20
    • 77949990260 scopus 로고    scopus 로고
    • Improve the prediction of RNA-binding residues using structural neighbours
    • Li, Q., Cao, Z. and Liu, H. (2010) Improve the prediction of RNA-binding residues using structural neighbours. Protein Peptide Lett., 17, 287-296.
    • (2010) Protein Peptide Lett. , vol.17 , pp. 287-296
    • Li, Q.1    Cao, Z.2    Liu, H.3
  • 21
    • 77954185426 scopus 로고    scopus 로고
    • Prediction of protein-RNA binding sites by a random forest method with combined features
    • Liu, Z.-P., Wu, L.-Y., Wang Y., Zhang, X.-S. and Chen, L. (2010) Prediction of protein-RNA binding sites by a random forest method with combined features. Bioinformatics, 26, 1616-1622.
    • (2010) Bioinformatics , vol.26 , pp. 1616-1622
    • Liu, Z.-P.1    Wu, L.-Y.2    Wang, Y.3    Zhang, X.-S.4    Chen, L.5
  • 22
    • 77949343955 scopus 로고    scopus 로고
    • Optimal Protein-RNA area, OPRA: A propensity-based method to identify RNA-binding sites on proteins
    • Perez-Cano, L. and Fernandez-Recio, J. (2010) Optimal Protein-RNA area, OPRA: a propensity-based method to identify RNA-binding sites on proteins. Proteins, 78, 25-35.
    • (2010) Proteins , vol.78 , pp. 25-35
    • Perez-Cano, L.1    Fernandez-Recio, J.2
  • 23
    • 47249125424 scopus 로고    scopus 로고
    • DBD-Hunter: A knowledge-based method for the prediction of DNA-protein interactions
    • DOI 10.1093/nar/gkn332
    • Gao, M. and Skolnick, J. (2008) DBD-Hunter: a knowledge-based method for the prediction of DNA-protein interactions. Nucleic Acids Res., 36, 3978-3992. (Pubitemid 351984814)
    • (2008) Nucleic Acids Research , vol.36 , Issue.12 , pp. 3978-3992
    • Gao, M.1    Skolnick, J.2
  • 24
    • 77955034560 scopus 로고    scopus 로고
    • Structure-based prediction of DNA-binding proteins by structural alignment and a volume-fraction corrected DFIRE-based energy function
    • Zhao, H., Yang Y. and Zhou, Y. (2010) Structure-based prediction of DNA-binding proteins by structural alignment and a volume-fraction corrected DFIRE-based energy function. Bioinformatics, 26, 1857-1863.
    • (2010) Bioinformatics , vol.26 , pp. 1857-1863
    • Zhao, H.1    Yang, Y.2    Zhou, Y.3
  • 25
    • 36749008025 scopus 로고    scopus 로고
    • A knowledge-based potential function predicts the specificity and relative binding energy of RNA-binding proteins
    • DOI 10.1111/j.1742-4658.2007.06155.x
    • Zheng, S., Robertson, TA. and Varani, G (2007) A knowledge-based potential function predicts the specificity and relative binding energy of RNA-binding proteins. FEBS J., 274, 6378-6391. (Pubitemid 350215927)
    • (2007) FEBS Journal , vol.274 , Issue.24 , pp. 6378-6391
    • Zheng, S.1    Robertson, T.A.2    Varani, G.3
  • 26
    • 84873031500 scopus 로고    scopus 로고
    • Structural prediction of protein-RNA interaction by computational docking with propensity-based statistical potentials
    • Perez-Cano, L., Solernou, A., Pons, C. and Fernandez-Recio, J. (2010) Structural prediction of protein-RNA interaction by computational docking with propensity-based statistical potentials. Pac Symp. Biocomput., 15, 293-301.
    • (2010) Pac Symp. Biocomput. , vol.15 , pp. 293-301
    • Perez-Cano, L.1    Solernou, A.2    Pons, C.3    Fernandez-Recio, J.4
  • 27
    • 0036838311 scopus 로고    scopus 로고
    • Distance-scaled, finite ideal-gas reference state improves structure-derived potentials of mean force for structure selection and stability prediction
    • DOI 10.1110/ps.0217002
    • Zhou, H. and Zhou, Y. (2002) Distance-scaled, finite ideal-gas reference state improves structure-derived potentials of mean force for structure selection and stability prediction. Protein Sci., 11, 2714-2726. (Pubitemid 35191145)
    • (2002) Protein Science , vol.11 , Issue.11 , pp. 2714-2726
    • Zhou, H.1    Zhou, Y.2
  • 28
    • 46449139781 scopus 로고    scopus 로고
    • Ab initio folding of terminal segments with secondary structures reveals the fine difference between two closely related all-atom statistical energy functions
    • DOI 10.1110/ps.033480.107
    • Yang Y. and Zhou, Y. (2008) Ab initio folding of terminal segments with secondary structures reveals the fine difference between two closely related all-atom statistical energy functions. Protein Sci., 17, 1212-1219. (Pubitemid 351930918)
    • (2008) Protein Science , vol.17 , Issue.7 , pp. 1212-1219
    • Yang, Y.1    Zhou, Y.2
  • 29
    • 46449132707 scopus 로고    scopus 로고
    • Specific interactions for ab initio folding of protein terminal regions with secondary structures
    • DOI 10.1002/prot.21968
    • Yang Y. and Zhou, Y. (2008) Specific interactions for ab initio folding of protein terminal regions with secondary structures. Proteins, 72, 793-803. (Pubitemid 351928531)
    • (2008) Proteins: Structure, Function and Genetics , vol.72 , Issue.2 , pp. 793-803
    • Yang, Y.1    Zhou, Y.2
  • 30
    • 17144383951 scopus 로고    scopus 로고
    • A knowledge-based energy function for protein-ligand, protein-protein, and protein-DNA complexes
    • DOI 10.1021/jm049314d
    • Zhang, C., Liu, S., Zhu, Q. and Zhou, Y. (2005) A knowledge-based energy function for protein-ligand, protein-protein, and protein-DNA complexes. J. Med. Chem., 48, 2325-2335. (Pubitemid 40516427)
    • (2005) Journal of Medicinal Chemistry , vol.48 , Issue.7 , pp. 2325-2335
    • Zhang, C.1    Liu, S.2    Zhu, Q.3    Zhou, Y.4
  • 31
    • 68049118950 scopus 로고    scopus 로고
    • An all-atom knowledge-based energy function for protein-DNA threading, docking decoy discrimination, and prediction of transcription-factor binding profiles
    • Xu, B., Yang Y., Liang, H. and Zhou, Y. (2009) An all-atom knowledge-based energy function for protein-DNA threading, docking decoy discrimination, and prediction of transcription-factor binding profiles. Proteins, 76, 718-730.
    • (2009) Proteins , vol.76 , pp. 718-730
    • Xu, B.1    Yang, Y.2    Liang, H.3    Zhou, Y.4
  • 32
    • 0028961335 scopus 로고
    • SCOP: A structural classification of proteins database for the investigation of sequences and structures
    • Murzin, AG., Brenner, S.E., Hubbard, T. and Chothia, C. (1995) SCOP: a structural classification of proteins database for the investigation of sequences and structures. J. Mol. Biol., 247, 536-540.
    • (1995) J. Mol. Biol. , vol.247 , pp. 536-540
    • Murzin, A.G.1    Brenner, S.E.2    Hubbard, T.3    Chothia, C.4
  • 33
    • 34247619229 scopus 로고    scopus 로고
    • DDOMAIN: Dividing structures into domains using a normalized domain-domain interaction profile
    • DOI 10.1110/ps.062597307
    • Zhou, H., Xue, B. and Zhou, Y. (2007) DDOMAIN: dividing structures into domains using a normalized domain-domain interaction profile. Protein Sci., 16, 947-955. (Pubitemid 46683199)
    • (2007) Protein Science , vol.16 , Issue.5 , pp. 947-955
    • Zhou, H.1    Xue, B.2    Zhou, Y.3
  • 34
    • 0030801002 scopus 로고    scopus 로고
    • Gapped BLAST and PSI-BLAST: A new generation of protein database search programs
    • DOI 10.1093/nar/25.17.3389
    • Altschul, S.F., Madden, T.L., Schaffer, A.A., Zhang, J., Zhang, Z., Miller, W. and Lipman, D.J. (1997) Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acid Res., 25, 3389-3402. (Pubitemid 27359211)
    • (1997) Nucleic Acids Research , vol.25 , Issue.17 , pp. 3389-3402
    • Altschul, S.F.1    Madden, T.L.2    Schaffer, A.A.3    Zhang, J.4    Zhang, Z.5    Miller, W.6    Lipman, D.J.7
  • 35
    • 0043180474 scopus 로고    scopus 로고
    • PISCES: A protein sequence culling server
    • DOI 10.1093/bioinformatics/btg224
    • Wang, G and Dunbrack, R.L. (2003) PISCES: a protein sequence culling server. Bioinformatics, 19, 1589-1591. (Pubitemid 37038881)
    • (2003) Bioinformatics , vol.19 , Issue.12 , pp. 1589-1591
    • Wang, G.1    Dunbrack Jr., R.L.2
  • 37
    • 17644392830 scopus 로고    scopus 로고
    • TM-align: A protein structure alignment algorithm based on the TM-score
    • DOI 10.1093/nar/gki524
    • Zhang Y. and Skolnick, J. (2005) TM-align: a protein structure alignment algorithm based on the TM-score. Nucleic Acids Res., 33, 2302-2309. (Pubitemid 41439897)
    • (2005) Nucleic Acids Research , vol.33 , Issue.7 , pp. 2302-2309
    • Zhang, Y.1    Skolnick, J.2
  • 38
    • 33751235874 scopus 로고    scopus 로고
    • Structural basis of transcription: Role of the trigger loop in substrate specificity and catalysis
    • DOI 10.1016/j.cell.2006.11.023, PII S0092867406014796
    • Wang, D., Bushnell, DA., Westover, K.D., Kaplan, C.D. and Kornberg, R.D. (2006) Structural basis of transcription: role of the trigger loop in substrate specificity and catalysis. Cell, 127, 941-954. (Pubitemid 44792264)
    • (2006) Cell , vol.127 , Issue.5 , pp. 941-954
    • Wang, D.1    Bushnell, D.A.2    Westover, K.D.3    Kaplan, C.D.4    Kornberg, R.D.5
  • 39
    • 35348978302 scopus 로고    scopus 로고
    • Structure of Human RNase H1 Complexed with an RNA/DNA Hybrid: Insight into HIV Reverse Transcription
    • DOI 10.1016/j.molcel.2007.08.015, PII S1097276507005588
    • Nowotny, M., Gaidamakov, SA., Ghirlando, R., Cerritelli, S.M., Crouch, R.J. and Yang, W. (2007) Structure of human RNase h1 complexed with an RNA/DNA hybrid: insight into HIV reverse transcription. Mol. Cell., 28, 264-276. (Pubitemid 47599996)
    • (2007) Molecular Cell , vol.28 , Issue.2 , pp. 264-276
    • Nowotny, M.1    Gaidamakov, S.A.2    Ghirlando, R.3    Cerritelli, S.M.4    Crouch, R.J.5    Yang, W.6
  • 40
    • 0032518490 scopus 로고    scopus 로고
    • Hepatitis C virus NS3 RNA helicase domain with a bound oligonucleotide: The crystal structure provides insights into the mode of unwinding
    • Kim, J.L., Morgenstern, KA., Griffith, J.P., Dwyer, M.D., Thomson, JA., Murcko, MA., Lin, C. and Caron, P.R. (1998) Hepatitis C virus NS3 RNA helicase domain with a bound oligonucleotide: the crystal structure provides insights into the mode of unwinding. Structure, 6, 89-100. (Pubitemid 28084402)
    • (1998) Structure , vol.6 , Issue.1 , pp. 89-100
    • Kim, J.L.1    Morgenstern, K.A.2    Griffith, J.P.3    Dwyer, M.D.4    Thomson, J.A.5    Murcko, M.A.6    Lin, C.7    Caron, P.R.8
  • 41
    • 6344246404 scopus 로고    scopus 로고
    • In vitro selection of specific RNA aptamers for the NFAT DNA binding domain
    • Cho, J., Lee, Y., Shin, K., Jeong, S., Park, J. and Lee, S. (2004) In vitro selection of specific RNA aptamers for the NFAT DNA binding domain. Mol. Cells., 18, 17-23. (Pubitemid 39386650)
    • (2004) Molecules and Cells , vol.18 , Issue.1 , pp. 17-23
    • Cho, J.-S.1    Lee, Y.J.2    Shin, K.-S.3    Jeong, S.4    Park, J.5    Lee, S.-W.6
  • 43
    • 34047263964 scopus 로고    scopus 로고
    • A left-handed RNA double helix bound by the Z alpha domain of the RNA-editing enzyme ADAR1
    • DOI 10.1016/j.str.2007.03.001, PII S0969212607001074
    • Placido, D., Brown, B.A., Lowenhaupt, K., Rich, A. and Athanasiadis, A. (2007) A left-handed RNA double helix bound by the Z alpha domain of the RNA-editing enzyme ADAR1. Structure, 15, 395-404. (Pubitemid 46551728)
    • (2007) Structure , vol.15 , Issue.4 , pp. 395-404
    • Placido, D.1    Brown II, B.A.2    Lowenhaupt, K.3    Rich, A.4    Athanasiadis, A.5
  • 44
    • 0030844581 scopus 로고    scopus 로고
    • A Z-DNA binding domain present in the human editing enzyme double-stranded RNA adenosine deaminase
    • Herbert, A., Alfken, J., Kim, Y.G., Mian, I.S., Nishikura, K. and Rich, A. (1997) A Z-DNA binding domain present in the human editing enzyme, double-stranded RNA adenosine deaminase. Proc Natl Acad. Sci. USA, 94, 8421-8426.
    • (1997) Proc Natl Acad. Sci. USA , vol.94 , pp. 8421-8426
    • Herbert, A.1    Alfken, J.2    Kim, Y.G.3    Mian, I.S.4    Nishikura, K.5    Rich, A.6
  • 46
    • 18544377013 scopus 로고    scopus 로고
    • The RNA recognition motif, a plastic RNA-binding platform to regulate post-transcriptional gene expression
    • DOI 10.1111/j.1742-4658.2005.04653.x
    • Maris, C., Dominguez, C. and Allain, F.H.-T. (2005) The RNA recognition motif, a plastic RNA-binding platform to regulate post-transcriptional gene expression. FEBS J., 272, 2118-2131. (Pubitemid 40655326)
    • (2005) FEBS Journal , vol.272 , Issue.9 , pp. 2118-2131
    • Maris, C.1    Dominguez, C.2    Allain, F.H.-T.3
  • 47
    • 0034331288 scopus 로고    scopus 로고
    • The structure of the mRNA export factor TAP reveals a cis arrangement of a non-canonical RNP domain and an LRR domain
    • Liker, E., Fernandez, E., Izaurralde, E. and Conti, E. (2000) The structure of the mRNA export factor TAP reveals a cis arrangement of a non-canonical RNP domain and an LRR domain. EMBO J., 19, 5587-5598.
    • (2000) EMBO J. , vol.19 , pp. 5587-5598
    • Liker, E.1    Fernandez, E.2    Izaurralde, E.3    Conti, E.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.