메뉴 건너뛰기




Volumn 105, Issue 4, 2015, Pages 197-203

Identification of protein-interacting nucleotides in a RNA sequence using composition profile of tri-nucleotides

Author keywords

Binary profile of patterns (BPP); Prediction; Protein interacting nucleotide (PIN); RNApin; SVM; Tri nucleotide composition profile of patterns (TNCPP)

Indexed keywords

NUCLEOTIDE; TRINUCLEOTIDE; RNA; RNA BINDING PROTEIN;

EID: 84924527287     PISSN: 08887543     EISSN: 10898646     Source Type: Journal    
DOI: 10.1016/j.ygeno.2015.01.005     Document Type: Article
Times cited : (21)

References (47)
  • 1
    • 0032727991 scopus 로고    scopus 로고
    • Themes in RNA-protein recognition
    • Draper D.E. Themes in RNA-protein recognition. J. Mol. Biol. 1999, 293:255-270. 10.1006/jmbi.1999.2991.
    • (1999) J. Mol. Biol. , vol.293 , pp. 255-270
    • Draper, D.E.1
  • 2
    • 33750997616 scopus 로고    scopus 로고
    • Protein-RNA interactions: exploring binding patterns with a three-dimensional superposition analysis of high resolution structures
    • Morozova N., Allers J., Myers J., Shamoo Y. Protein-RNA interactions: exploring binding patterns with a three-dimensional superposition analysis of high resolution structures. Bioinformatics 2006, 22:2746-2752. 10.1093/bioinformatics/btl470.
    • (2006) Bioinformatics , vol.22 , pp. 2746-2752
    • Morozova, N.1    Allers, J.2    Myers, J.3    Shamoo, Y.4
  • 3
    • 84860369519 scopus 로고    scopus 로고
    • Dissecting the protein-RNA interface: the role of protein surface shapes and RNA secondary structures in protein-RNA recognition
    • Iwakiri J., Tateishi H., Chakraborty A., Patil P., Kenmochi N. Dissecting the protein-RNA interface: the role of protein surface shapes and RNA secondary structures in protein-RNA recognition. Nucleic Acids Res. 2012, 40:3299-3306. 10.1093/nar/gkr1225.
    • (2012) Nucleic Acids Res. , vol.40 , pp. 3299-3306
    • Iwakiri, J.1    Tateishi, H.2    Chakraborty, A.3    Patil, P.4    Kenmochi, N.5
  • 4
    • 0037418657 scopus 로고    scopus 로고
    • Recognition of nucleic acid bases and base-pairs by hydrogen bonding to amino acid side-chains
    • accessed February 01, 2013)
    • Cheng A.C., Chen W.W., Fuhrmann C.N., Frankel A.D. Recognition of nucleic acid bases and base-pairs by hydrogen bonding to amino acid side-chains. J. Mol. Biol. 2003, 327:781-796. (http://www.ncbi.nlm.nih.gov/pubmed/12654263, accessed February 01, 2013).
    • (2003) J. Mol. Biol. , vol.327 , pp. 781-796
    • Cheng, A.C.1    Chen, W.W.2    Fuhrmann, C.N.3    Frankel, A.D.4
  • 5
    • 79958269950 scopus 로고    scopus 로고
    • RNA-protein interactions in human health and disease
    • Khalil A.M., Rinn J.L. RNA-protein interactions in human health and disease. Semin. Cell Dev. Biol. 2011, 22:359-365. 10.1016/j.semcdb.2011.02.016.
    • (2011) Semin. Cell Dev. Biol. , vol.22 , pp. 359-365
    • Khalil, A.M.1    Rinn, J.L.2
  • 6
    • 17444384228 scopus 로고    scopus 로고
    • Kissing complex RNAs mediate interaction between the fragile-X mental retardation protein KH2 domain and brain polyribosomes
    • Darnell J.C., Fraser C.E., Mostovetsky O., Stefani G., Jones T.A., Eddy S.R., et al. Kissing complex RNAs mediate interaction between the fragile-X mental retardation protein KH2 domain and brain polyribosomes. Genes Dev. 2005, 19:903-918. 10.1101/gad.1276805.
    • (2005) Genes Dev. , vol.19 , pp. 903-918
    • Darnell, J.C.1    Fraser, C.E.2    Mostovetsky, O.3    Stefani, G.4    Jones, T.A.5    Eddy, S.R.6
  • 7
    • 38849117246 scopus 로고    scopus 로고
    • RNA-protein interactions and control of mRNA stability in neurons
    • Bolognani F., Perrone-Bizzozero N.I. RNA-protein interactions and control of mRNA stability in neurons. J. Neurosci. Res. 2008, 86:481-489. 10.1002/jnr.21473.
    • (2008) J. Neurosci. Res. , vol.86 , pp. 481-489
    • Bolognani, F.1    Perrone-Bizzozero, N.I.2
  • 8
    • 34548152119 scopus 로고    scopus 로고
    • Molecular functions of the SMN complex
    • Kolb S.J., Battle D.J., Dreyfuss G. Molecular functions of the SMN complex. J. Child Neurol. 2007, 22:990-994. 10.1177/0883073807305666.
    • (2007) J. Child Neurol. , vol.22 , pp. 990-994
    • Kolb, S.J.1    Battle, D.J.2    Dreyfuss, G.3
  • 9
    • 33746796393 scopus 로고    scopus 로고
    • Reversal of RNA missplicing and myotonia after muscleblind overexpression in a mouse poly(CUG) model for myotonic dystrophy
    • Kanadia R.N., Shin J., Yuan Y., Beattie S.G., Wheeler T.M., Thornton C.A., et al. Reversal of RNA missplicing and myotonia after muscleblind overexpression in a mouse poly(CUG) model for myotonic dystrophy. Proc. Natl. Acad. Sci. U. S. A. 2006, 103:11748-11753. 10.1073/pnas.0604970103.
    • (2006) Proc. Natl. Acad. Sci. U. S. A. , vol.103 , pp. 11748-11753
    • Kanadia, R.N.1    Shin, J.2    Yuan, Y.3    Beattie, S.G.4    Wheeler, T.M.5    Thornton, C.A.6
  • 10
    • 30344441794 scopus 로고    scopus 로고
    • Protein composition of the intranuclear inclusions of FXTAS
    • Iwahashi C.K., Yasui D.H., An H.-J., Greco C.M., Tassone F., Nannen K., et al. Protein composition of the intranuclear inclusions of FXTAS. Brain 2006, 129:256-271. 10.1093/brain/awh650.
    • (2006) Brain , vol.129 , pp. 256-271
    • Iwahashi, C.K.1    Yasui, D.H.2    An, H.-J.3    Greco, C.M.4    Tassone, F.5    Nannen, K.6
  • 11
    • 34548169696 scopus 로고    scopus 로고
    • Electrophoretic mobility shift assay (EMSA) for detecting protein-nucleic acid interactions
    • Hellman L.M., Fried M.G. Electrophoretic mobility shift assay (EMSA) for detecting protein-nucleic acid interactions. Nat. Protoc. 2007, 2:1849-1861. 10.1038/nprot.2007.249.
    • (2007) Nat. Protoc. , vol.2 , pp. 1849-1861
    • Hellman, L.M.1    Fried, M.G.2
  • 12
    • 27944508215 scopus 로고    scopus 로고
    • CLIP: a method for identifying protein-RNA interaction sites in living cells
    • Ule J., Jensen K., Mele A., Darnell R.B. CLIP: a method for identifying protein-RNA interaction sites in living cells. Methods 2005, 37:376-386. 10.1016/j.ymeth.2005.07.018.
    • (2005) Methods , vol.37 , pp. 376-386
    • Ule, J.1    Jensen, K.2    Mele, A.3    Darnell, R.B.4
  • 13
    • 0036354951 scopus 로고    scopus 로고
    • Analysis of RNA-protein complexes by oligonucleotide-targeted RNase H digestion
    • Günzl A., Palfi Z., Bindereif A. Analysis of RNA-protein complexes by oligonucleotide-targeted RNase H digestion. Methods 2002, 26:162-169. 10.1016/S1046-2023(02)00019-1.
    • (2002) Methods , vol.26 , pp. 162-169
    • Günzl, A.1    Palfi, Z.2    Bindereif, A.3
  • 14
    • 33845275018 scopus 로고    scopus 로고
    • RIP-Chip: the isolation and identification of mRNAs, microRNAs and protein components of ribonucleoprotein complexes from cell extracts
    • Keene J.D., Komisarow J.M., Friedersdorf M.B. RIP-Chip: the isolation and identification of mRNAs, microRNAs and protein components of ribonucleoprotein complexes from cell extracts. Nat. Protoc. 2006, 1:302-307. 10.1038/nprot.2006.47.
    • (2006) Nat. Protoc. , vol.1 , pp. 302-307
    • Keene, J.D.1    Komisarow, J.M.2    Friedersdorf, M.B.3
  • 15
    • 0036351379 scopus 로고    scopus 로고
    • Ribonomics: identifying mRNA subsets in mRNP complexes using antibodies to RNA-binding proteins and genomic arrays
    • Tenenbaum S.A., Lager P.J., Carson C.C., Keene J.D. Ribonomics: identifying mRNA subsets in mRNP complexes using antibodies to RNA-binding proteins and genomic arrays. Methods 2002, 26:191-198. 10.1016/S1046-2023(02)00022-1.
    • (2002) Methods , vol.26 , pp. 191-198
    • Tenenbaum, S.A.1    Lager, P.J.2    Carson, C.C.3    Keene, J.D.4
  • 16
    • 42949118288 scopus 로고    scopus 로고
    • Ribotrap: targeted purification of RNA-specific RNPs from cell lysates through immunoaffinity precipitation to identify regulatory proteins and RNAs
    • Beach D.L., Keene J.D. Ribotrap: targeted purification of RNA-specific RNPs from cell lysates through immunoaffinity precipitation to identify regulatory proteins and RNAs. Methods Mol. Biol. 2008, 419:69-91. 10.1007/978-1-59745-033-1_5.
    • (2008) Methods Mol. Biol. , vol.419 , pp. 69-91
    • Beach, D.L.1    Keene, J.D.2
  • 17
    • 40549105098 scopus 로고    scopus 로고
    • Prediction of RNA binding sites in a protein using SVM and PSSM profile
    • Kumar M., Gromiha M.M., Raghava G.P.S. Prediction of RNA binding sites in a protein using SVM and PSSM profile. Proteins 2008, 71:189-194. 10.1002/prot.21677.
    • (2008) Proteins , vol.71 , pp. 189-194
    • Kumar, M.1    Gromiha, M.M.2    Raghava, G.P.S.3
  • 19
    • 77953886400 scopus 로고    scopus 로고
    • BindN+ for accurate prediction of DNA and RNA-binding residues from protein sequence features
    • Wang L., Huang C., Yang M.Q., Yang J.Y. BindN+ for accurate prediction of DNA and RNA-binding residues from protein sequence features. BMC Syst. Biol. 2010, 4(Suppl. 1):S3. 10.1186/1752-0509-4-S1-S3.
    • (2010) BMC Syst. Biol. , vol.4 , pp. S3
    • Wang, L.1    Huang, C.2    Yang, M.Q.3    Yang, J.Y.4
  • 20
    • 66449105901 scopus 로고    scopus 로고
    • Protein function annotation from sequence: prediction of residues interacting with RNA
    • Spriggs R.V., Murakami Y., Nakamura H., Jones S. Protein function annotation from sequence: prediction of residues interacting with RNA. Bioinformatics 2009, 25:1492-1497. 10.1093/bioinformatics/btp257.
    • (2009) Bioinformatics , vol.25 , pp. 1492-1497
    • Spriggs, R.V.1    Murakami, Y.2    Nakamura, H.3    Jones, S.4
  • 21
    • 84884126060 scopus 로고    scopus 로고
    • Predicting protein-binding RNA nucleotides using the feature-based removal of data redundancy and the interaction propensity of nucleotide triplets
    • Choi S., Han K. Predicting protein-binding RNA nucleotides using the feature-based removal of data redundancy and the interaction propensity of nucleotide triplets. Comput. Biol. Med. 2013, 43:1687-1697. 10.1016/j.compbiomed.2013.08.011.
    • (2013) Comput. Biol. Med. , vol.43 , pp. 1687-1697
    • Choi, S.1    Han, K.2
  • 22
    • 84896463976 scopus 로고    scopus 로고
    • INuc-PseKNC: a sequence-based predictor for predicting nucleosome positioning in genomes with pseudo k-tuple nucleotide composition
    • Guo S.-H., Deng E.-Z., Xu L.-Q., Ding H., Lin H., Chen W., et al. iNuc-PseKNC: a sequence-based predictor for predicting nucleosome positioning in genomes with pseudo k-tuple nucleotide composition. Bioinformatics 2014, 30:1522-1529. 10.1093/bioinformatics/btu083.
    • (2014) Bioinformatics , vol.30 , pp. 1522-1529
    • Guo, S.-H.1    Deng, E.-Z.2    Xu, L.-Q.3    Ding, H.4    Lin, H.5    Chen, W.6
  • 23
    • 84921500317 scopus 로고    scopus 로고
    • ITIS-PseTNC: a sequence-based predictor for identifying translation initiation site in human genes using pseudo trinucleotide composition
    • Chen W., Feng P.-M., Deng E.-Z., Lin H., Chou K.-C. iTIS-PseTNC: a sequence-based predictor for identifying translation initiation site in human genes using pseudo trinucleotide composition. Anal. Biochem. 2014, 462:76-83. 10.1016/j.ab.2014.06.022.
    • (2014) Anal. Biochem. , vol.462 , pp. 76-83
    • Chen, W.1    Feng, P.-M.2    Deng, E.-Z.3    Lin, H.4    Chou, K.-C.5
  • 24
    • 84892958175 scopus 로고    scopus 로고
    • IRSpot-TNCPseAAC: identify recombination spots with trinucleotide composition and pseudo amino acid components
    • Qiu W.-R., Xiao X., Chou K.-C. iRSpot-TNCPseAAC: identify recombination spots with trinucleotide composition and pseudo amino acid components. Int. J. Mol. Sci. 2014, 15:1746-1766. 10.3390/ijms15021746.
    • (2014) Int. J. Mol. Sci. , vol.15 , pp. 1746-1766
    • Qiu, W.-R.1    Xiao, X.2    Chou, K.-C.3
  • 25
    • 79951518208 scopus 로고    scopus 로고
    • Some remarks on protein attribute prediction and pseudo amino acid composition
    • Chou K.-C. Some remarks on protein attribute prediction and pseudo amino acid composition. J. Theor. Biol. 2011, 273:236-247. 10.1016/j.jtbi.2010.12.024.
    • (2011) J. Theor. Biol. , vol.273 , pp. 236-247
    • Chou, K.-C.1
  • 26
    • 84941040066 scopus 로고    scopus 로고
    • IPro54-PseKNC: a sequence-based predictor for identifying sigma-54 promoters in prokaryote with pseudo k-tuple nucleotide composition
    • Lin H., Deng E.-Z., Ding H., Chen W., Chou K.-C. iPro54-PseKNC: a sequence-based predictor for identifying sigma-54 promoters in prokaryote with pseudo k-tuple nucleotide composition. Nucleic Acids Res. 2014, 42:12961-12972. 10.1093/nar/gku1019.
    • (2014) Nucleic Acids Res. , vol.42 , pp. 12961-12972
    • Lin, H.1    Deng, E.-Z.2    Ding, H.3    Chen, W.4    Chou, K.-C.5
  • 27
    • 84927712367 scopus 로고    scopus 로고
    • RepDNA: a Python package to generate various modes of feature vectors for DNA sequences by incorporating user-defined physicochemical properties and sequence-order effects
    • Liu B., Liu F., Fang L., Wang X., Chou K.-C. repDNA: a Python package to generate various modes of feature vectors for DNA sequences by incorporating user-defined physicochemical properties and sequence-order effects. Bioinformatics 2014, 10.1093/bioinformatics/btu820.
    • (2014) Bioinformatics
    • Liu, B.1    Liu, F.2    Fang, L.3    Wang, X.4    Chou, K.-C.5
  • 28
    • 84922387565 scopus 로고    scopus 로고
    • PseKNC-General: a cross-platform package for generating various modes of pseudo nucleotide compositions
    • Chen W., Zhang X., Brooker J., Lin H., Zhang L., Chou K.-C. PseKNC-General: a cross-platform package for generating various modes of pseudo nucleotide compositions. Bioinformatics 2014, 31:119-120. 10.1093/bioinformatics/btu602.
    • (2014) Bioinformatics , vol.31 , pp. 119-120
    • Chen, W.1    Zhang, X.2    Brooker, J.3    Lin, H.4    Zhang, L.5    Chou, K.-C.6
  • 30
    • 84860696343 scopus 로고    scopus 로고
    • Protein-RNA interface residue prediction using machine learning: an assessment of the state of the art
    • Walia R.R., Caragea C., Lewis B.A., Towfic F., Terribilini M., El-Manzalawy Y., et al. Protein-RNA interface residue prediction using machine learning: an assessment of the state of the art. BMC Bioinf. 2012, 13:89. 10.1186/1471-2105-13-89.
    • (2012) BMC Bioinf. , vol.13 , pp. 89
    • Walia, R.R.1    Caragea, C.2    Lewis, B.A.3    Towfic, F.4    Terribilini, M.5    El-Manzalawy, Y.6
  • 31
    • 80051482692 scopus 로고    scopus 로고
    • Designing of highly effective complementary and mismatch siRNAs for silencing a gene
    • Ahmed F., Raghava G.P.S. Designing of highly effective complementary and mismatch siRNAs for silencing a gene. PLoS ONE 2011, 6:e23443. 10.1371/journal.pone.0023443.
    • (2011) PLoS ONE , vol.6 , pp. e23443
    • Ahmed, F.1    Raghava, G.P.S.2
  • 32
    • 84921958758 scopus 로고    scopus 로고
    • Prediction of uridine modifications in tRNA sequences
    • Panwar B., Raghava G.P. Prediction of uridine modifications in tRNA sequences. BMC Bioinf 2014, 15:326. 10.1186/1471-2105-15-326.
    • (2014) BMC Bioinf , vol.15 , pp. 326
    • Panwar, B.1    Raghava, G.P.2
  • 33
    • 77957984965 scopus 로고    scopus 로고
    • Identification of conformational B-cell epitopes in an antigen from its primary sequence
    • Ansari H.R., Raghava G.P. Identification of conformational B-cell epitopes in an antigen from its primary sequence. Immunome Res. 2010, 6:6. 10.1186/1745-7580-6-6.
    • (2010) Immunome Res. , vol.6 , pp. 6
    • Ansari, H.R.1    Raghava, G.P.2
  • 34
    • 80052721796 scopus 로고    scopus 로고
    • Identification of mannose interacting residues using local composition
    • Agarwal S., Mishra N.K., Singh H., Raghava G.P.S. Identification of mannose interacting residues using local composition. PLoS ONE 2011, 6:e24039. 10.1371/journal.pone.0024039.
    • (2011) PLoS ONE , vol.6 , pp. e24039
    • Agarwal, S.1    Mishra, N.K.2    Singh, H.3    Raghava, G.P.S.4
  • 35
    • 0032594959 scopus 로고    scopus 로고
    • An overview of statistical learning theory
    • Vapnik V.N. An overview of statistical learning theory. IEEE Trans. Neural Netw. 1999, 10:988-999. 10.1109/72.788640.
    • (1999) IEEE Trans. Neural Netw. , vol.10 , pp. 988-999
    • Vapnik, V.N.1
  • 36
    • 0002714543 scopus 로고    scopus 로고
    • Making large-scale SVM learning practical
    • Joachims T. Making large-scale SVM learning practical. Adv. Kernel Methods Support Vector Learn 1999, 169-184. 10.1109/ICEMI.2009.5274151.
    • (1999) Adv. Kernel Methods Support Vector Learn , pp. 169-184
    • Joachims, T.1
  • 38
    • 0029157083 scopus 로고
    • Prediction of protein structural classes
    • Chou K.C., Zhang C.T. Prediction of protein structural classes. Crit. Rev. Biochem. Mol. Biol. 1995, 30:275-349. 10.3109/10409239509083488.
    • (1995) Crit. Rev. Biochem. Mol. Biol. , vol.30 , pp. 275-349
    • Chou, K.C.1    Zhang, C.T.2
  • 39
    • 39449105071 scopus 로고    scopus 로고
    • Cell-PLoc: a package of web servers for predicting subcellular localization of proteins in various organisms
    • Chou K.-C., Shen H.-B. Cell-PLoc: a package of web servers for predicting subcellular localization of proteins in various organisms. Nat. Protoc. 2008, 3:153-162. 10.1038/nprot.2007.494.
    • (2008) Nat. Protoc. , vol.3 , pp. 153-162
    • Chou, K.-C.1    Shen, H.-B.2
  • 40
    • 84873390712 scopus 로고    scopus 로고
    • Prediction of vitamin interacting residues in a vitamin binding protein using evolutionary information
    • Panwar B., Gupta S., Raghava G.P. Prediction of vitamin interacting residues in a vitamin binding protein using evolutionary information. BMC Bionf. 2013, 14:44. 10.1186/1471-2105-14-44.
    • (2013) BMC Bionf. , vol.14 , pp. 44
    • Panwar, B.1    Gupta, S.2    Raghava, G.P.3
  • 41
    • 79952109381 scopus 로고    scopus 로고
    • Prediction and classification of aminoacyl tRNA synthetases using PROSITE domains
    • Panwar B., Raghava G.P.S. Prediction and classification of aminoacyl tRNA synthetases using PROSITE domains. BMC Genomics 2010, 11:507. 10.1186/1471-2164-11-507.
    • (2010) BMC Genomics , vol.11 , pp. 507
    • Panwar, B.1    Raghava, G.P.S.2
  • 42
    • 84893673328 scopus 로고    scopus 로고
    • Prediction and classification of ncRNAs using structural information
    • Panwar B., Arora A., Raghava G.P.S. Prediction and classification of ncRNAs using structural information. BMC Genomics 2014, 15:127. 10.1186/1471-2164-15-127.
    • (2014) BMC Genomics , vol.15 , pp. 127
    • Panwar, B.1    Arora, A.2    Raghava, G.P.S.3
  • 43
    • 77958513784 scopus 로고    scopus 로고
    • Understanding the recognition mechanism of protein-RNA complexes using energy based approach
    • accessed November 30, 2014
    • Gromiha M.M., Yokota K., Fukui K. Understanding the recognition mechanism of protein-RNA complexes using energy based approach. Curr. Protein Pept. Sci. 2010, 11:629-638. (http://www.ncbi.nlm.nih.gov/pubmed/20887255, accessed November 30, 2014).
    • (2010) Curr. Protein Pept. Sci. , vol.11 , pp. 629-638
    • Gromiha, M.M.1    Yokota, K.2    Fukui, K.3
  • 44
    • 77950471248 scopus 로고    scopus 로고
    • Identification of ATP binding residues of a protein from its primary sequence
    • Chauhan J.S., Mishra N.K., Raghava G.P.S. Identification of ATP binding residues of a protein from its primary sequence. BMC Bioinf 2009, 10:434. 10.1186/1471-2105-10-434.
    • (2009) BMC Bioinf , vol.10 , pp. 434
    • Chauhan, J.S.1    Mishra, N.K.2    Raghava, G.P.S.3
  • 45
    • 84862763897 scopus 로고    scopus 로고
    • Predicting sub-cellular localization of tRNA synthetases from their primary structures
    • Panwar B., Raghava G.P.S. Predicting sub-cellular localization of tRNA synthetases from their primary structures. Amino Acids 2012, 42:1703-1713. 10.1007/s00726-011-0872-8.
    • (2012) Amino Acids , vol.42 , pp. 1703-1713
    • Panwar, B.1    Raghava, G.P.S.2
  • 46
    • 84900463301 scopus 로고    scopus 로고
    • PseKNC: a flexible web server for generating pseudo K-tuple nucleotide composition
    • Chen W., Lei T.-Y., Jin D.-C., Lin H., Chou K.-C. PseKNC: a flexible web server for generating pseudo K-tuple nucleotide composition. Anal. Biochem. 2014, 456:53-60. 10.1016/j.ab.2014.04.001.
    • (2014) Anal. Biochem. , vol.456 , pp. 53-60
    • Chen, W.1    Lei, T.-Y.2    Jin, D.-C.3    Lin, H.4    Chou, K.-C.5
  • 47
    • 84876053736 scopus 로고    scopus 로고
    • IRSpot-PseDNC: identify recombination spots with pseudo dinucleotide composition
    • Chen W., Feng P.-M., Lin H., Chou K.-C. iRSpot-PseDNC: identify recombination spots with pseudo dinucleotide composition. Nucleic Acids Res. 2013, 41:e68. 10.1093/nar/gks1450.
    • (2013) Nucleic Acids Res. , vol.41 , pp. e68
    • Chen, W.1    Feng, P.-M.2    Lin, H.3    Chou, K.-C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.