메뉴 건너뛰기




Volumn 52, Issue 45, 2013, Pages 8150-8164

Analysis and assay of oseltamivir-resistant mutants of influenza neuraminidase via direct observation of drug unbinding and rebinding in simulation

Author keywords

[No Author keywords available]

Indexed keywords

BOUND WATER MOLECULES; CONFORMATIONAL CHANGE; DIRECT OBSERVATIONS; EXPLICIT MODELING; GRAPHICS PROCESSOR; MOLECULAR DYNAMICS SIMULATIONS; TRANSITION-STATE ANALOGUES; VISUALIZATION AND ANALYSIS;

EID: 84887591023     PISSN: 00062960     EISSN: 15204995     Source Type: Journal    
DOI: 10.1021/bi400754t     Document Type: Article
Times cited : (23)

References (59)
  • 1
    • 84876473160 scopus 로고    scopus 로고
    • Increased symptom severity but unchanged neuraminidase inhibitor effectiveness for A(H1N1)pdm09 in the 2010-2011 season: Comparison with the previous season and with seasonal A(H3N2) and B
    • Kawai, N., Ikematsu, H., Kawashima, T., Maeda, T., Ukai, H., Hirotsu, N., Iwaki, N., and Kashiwagi, S. (2013) Increased symptom severity but unchanged neuraminidase inhibitor effectiveness for A(H1N1)pdm09 in the 2010-2011 season: Comparison with the previous season and with seasonal A(H3N2) and B Influenza Other Respir. Viruses 7, 448-455
    • (2013) Influenza Other Respir. Viruses , vol.7 , pp. 448-455
    • Kawai, N.1    Ikematsu, H.2    Kawashima, T.3    Maeda, T.4    Ukai, H.5    Hirotsu, N.6    Iwaki, N.7    Kashiwagi, S.8
  • 2
    • 63449093584 scopus 로고    scopus 로고
    • Stockpiling drugs for an avian influenza outbreak: Examining the surge in oseltamivir prescriptions during heightened media coverage of the potential for a worldwide pandemic
    • Gasink, L. B., Linkin, D. R., Fishman, N. O., Bilker, W. B., Weiner, M. G., and Lautenbach, E. (2009) Stockpiling drugs for an avian influenza outbreak: Examining the surge in oseltamivir prescriptions during heightened media coverage of the potential for a worldwide pandemic Infection Control and Hospital Epidemiology 30, 370-376
    • (2009) Infection Control and Hospital Epidemiology , vol.30 , pp. 370-376
    • Gasink, L.B.1    Linkin, D.R.2    Fishman, N.O.3    Bilker, W.B.4    Weiner, M.G.5    Lautenbach, E.6
  • 4
    • 70349972794 scopus 로고    scopus 로고
    • Maximizing the value of drug stockpiles for pandemic influenza
    • Wan Po, A. L., Farndon, P., and Palmer, N. (2009) Maximizing the value of drug stockpiles for pandemic influenza Emerging Infect. Dis. 15, 1686-1687
    • (2009) Emerging Infect. Dis. , vol.15 , pp. 1686-1687
    • Wan Po, A.L.1    Farndon, P.2    Palmer, N.3
  • 5
    • 84875980586 scopus 로고    scopus 로고
    • Global assessment of resistance to neuraminidase inhibitors: 2008-2011. the influenza resistance information study (IRIS)
    • Whitley, R. J., Boucher, C. A. B., Lina, B., Nguyen-Van-Tam, J. S., Osterhaus, A., Schutten, M., and Monto, A. S. (2013) Global assessment of resistance to neuraminidase inhibitors: 2008-2011. The influenza resistance information study (IRIS) Clin. Infect. Dis. 56, 1197-1205
    • (2013) Clin. Infect. Dis. , vol.56 , pp. 1197-1205
    • Whitley, R.J.1    Boucher, C.A.B.2    Lina, B.3    Nguyen-Van-Tam, J.S.4    Osterhaus, A.5    Schutten, M.6    Monto, A.S.7
  • 6
    • 79956007117 scopus 로고    scopus 로고
    • Systematic review of influenza resistance to the neuraminidase inhibitors
    • Thorlund, K., Awad, T., Boivin, G., and Thabane, L. (2011) Systematic review of influenza resistance to the neuraminidase inhibitors BMC Infect. Dis. 11, 134
    • (2011) BMC Infect. Dis. , vol.11 , pp. 134
    • Thorlund, K.1    Awad, T.2    Boivin, G.3    Thabane, L.4
  • 7
    • 84861625628 scopus 로고    scopus 로고
    • Long time scale GPU dynamics reveal the mechanism of drug resistance of the dual mutant I223R/H275Y neuraminidase from H1N1-2009 influenza virus
    • Woods, C. J., Malaisree, M., Pattarapongdilok, N., Sompornpisut, P., Hannongbua, S., and Mulholland, A. J. (2012) Long time scale GPU dynamics reveal the mechanism of drug resistance of the dual mutant I223R/H275Y neuraminidase from H1N1-2009 influenza virus Biochemistry 51, 4364-4375
    • (2012) Biochemistry , vol.51 , pp. 4364-4375
    • Woods, C.J.1    Malaisree, M.2    Pattarapongdilok, N.3    Sompornpisut, P.4    Hannongbua, S.5    Mulholland, A.J.6
  • 8
    • 73349096620 scopus 로고    scopus 로고
    • Infiltration of water molecules into the oseltamivir-binding site of H274Y neuraminidase mutant causes resistance to oseltamivir
    • Park, J. W. and Jo, W. H. (2009) Infiltration of water molecules into the oseltamivir-binding site of H274Y neuraminidase mutant causes resistance to oseltamivir J. Chem. Inf. Model. 49, 2735-2741
    • (2009) J. Chem. Inf. Model. , vol.49 , pp. 2735-2741
    • Park, J.W.1    Jo, W.H.2
  • 12
    • 77957767268 scopus 로고    scopus 로고
    • The 2009 pandemic H1N1 neuraminidase N1 lacks the 150-cavity in its active site
    • Li, Q. 2010, The 2009 pandemic H1N1 neuraminidase N1 lacks the 150-cavity in its active site Nat. Struct. Mol. Biol. 17, 1266-1268
    • (2010) Nat. Struct. Mol. Biol. , vol.17 , pp. 1266-1268
    • Li, Q.1
  • 13
    • 0026665418 scopus 로고
    • The structure of the complex between influenza virus neuraminidase and sialic acid, the viral receptor
    • Varghese, J. N., McKimm-Breschkin, J. L., Caldwell, J. B., Kortt, A. A., and Colman, P. M. (1992) The structure of the complex between influenza virus neuraminidase and sialic acid, the viral receptor Proteins 14, 327-332
    • (1992) Proteins , vol.14 , pp. 327-332
    • Varghese, J.N.1    McKimm-Breschkin, J.L.2    Caldwell, J.B.3    Kortt, A.A.4    Colman, P.M.5
  • 14
    • 84870703991 scopus 로고    scopus 로고
    • Influenza virus neuraminidases with reduced enzymatic activity that avidly bind sialic acid receptors
    • Zhu, X., McBride, R., Nycholat, C. M., Yu, W., Paulson, J. C., and Wilson, I. A. (2012) Influenza virus neuraminidases with reduced enzymatic activity that avidly bind sialic acid receptors J. Virol. 86, 13371-13383
    • (2012) J. Virol. , vol.86 , pp. 13371-13383
    • Zhu, X.1    McBride, R.2    Nycholat, C.M.3    Yu, W.4    Paulson, J.C.5    Wilson, I.A.6
  • 15
    • 33751517736 scopus 로고    scopus 로고
    • Antiviral agents active against influenza A viruses
    • De Clercq, E. (2006) Antiviral agents active against influenza A viruses Nat. Rev. Drug Discovery 5, 1015-1025
    • (2006) Nat. Rev. Drug Discovery , vol.5 , pp. 1015-1025
    • De Clercq, E.1
  • 16
    • 0031048319 scopus 로고    scopus 로고
    • Influenza neuraminidase inhibitors possessing a novel hydrophobic interaction in the enzyme active site: Design, synthesis and structural analysis of carbocyclic sialic acid analogues with potent anti-influenza activity
    • Kim, C. U., Lew, W., Williams, M. A., Liu, H., Zhang, L., Swaminathan, S., Bischofberger, N., Chen, M. S., Mendel, D. B., Tai, C. Y., Laver, W. G., and Stevens, R. C. (1997) Influenza neuraminidase inhibitors possessing a novel hydrophobic interaction in the enzyme active site: Design, synthesis and structural analysis of carbocyclic sialic acid analogues with potent anti-influenza activity J. Am. Chem. Soc. 119, 681-690
    • (1997) J. Am. Chem. Soc. , vol.119 , pp. 681-690
    • Kim, C.U.1    Lew, W.2    Williams, M.A.3    Liu, H.4    Zhang, L.5    Swaminathan, S.6    Bischofberger, N.7    Chen, M.S.8    Mendel, D.B.9    Tai, C.Y.10    Laver, W.G.11    Stevens, R.C.12
  • 18
    • 27144468290 scopus 로고    scopus 로고
    • Avian flu: Isolation of drug-resistant H5N1 virus
    • Le, Q. M. 2005, Avian flu: Isolation of drug-resistant H5N1 virus Nature 437, 1108
    • (2005) Nature , vol.437 , pp. 1108
    • Le, Q.M.1
  • 19
    • 71849086651 scopus 로고    scopus 로고
    • Oseltamivir resistance and the H274Y neuraminidase mutation in seasonal, pandemic and highly pathogenic influenza viruses
    • Hurt, A. C., Holien, J. K., Parker, M. W., and Barr, I. G. (2009) Oseltamivir resistance and the H274Y neuraminidase mutation in seasonal, pandemic and highly pathogenic influenza viruses Drugs 69, 2523-2531
    • (2009) Drugs , vol.69 , pp. 2523-2531
    • Hurt, A.C.1    Holien, J.K.2    Parker, M.W.3    Barr, I.G.4
  • 20
    • 84871833125 scopus 로고    scopus 로고
    • Influenza neuraminidase inhibitors: Antiviral action and mechanisms of resistance
    • McKimm-Breschkin, J. L. (2013) Influenza neuraminidase inhibitors: Antiviral action and mechanisms of resistance Influenza Other Respir. Viruses 1, 25-36
    • (2013) Influenza Other Respir. Viruses , vol.1 , pp. 25-36
    • McKimm-Breschkin, J.L.1
  • 22
    • 84857333256 scopus 로고    scopus 로고
    • Analysis of influenza viruses from patients clinically suspected of infection with an oseltamivir resistant virus during the 2009 pandemic in the United States
    • Nguyen, H. T., Trujillo, A. A., Sheu, T. G., Levine, M., Mishin, V. P., Shaw, M., Ades, E. W., Klimov, A. I., Fry, A. M., and Gubareva, L. V. (2012) Analysis of influenza viruses from patients clinically suspected of infection with an oseltamivir resistant virus during the 2009 pandemic in the United States Antiviral Res. 93, 381-386
    • (2012) Antiviral Res. , vol.93 , pp. 381-386
    • Nguyen, H.T.1    Trujillo, A.A.2    Sheu, T.G.3    Levine, M.4    Mishin, V.P.5    Shaw, M.6    Ades, E.W.7    Klimov, A.I.8    Fry, A.M.9    Gubareva, L.V.10
  • 23
    • 77957840126 scopus 로고    scopus 로고
    • Recovery of a multidrug-resistant strain of pandemic influenza A 2009 (H1N1) virus carrying a dual H275Y/I223R mutation from a child after prolonged treatment with oseltamivir
    • Nguyen, H. T., Fry, A. M., Loveless, P. A., Klimov, A. I., and Gubareva, L. V. (2010) Recovery of a multidrug-resistant strain of pandemic influenza A 2009 (H1N1) virus carrying a dual H275Y/I223R mutation from a child after prolonged treatment with oseltamivir Clin. Infect. Dis. 51, 983-984
    • (2010) Clin. Infect. Dis. , vol.51 , pp. 983-984
    • Nguyen, H.T.1    Fry, A.M.2    Loveless, P.A.3    Klimov, A.I.4    Gubareva, L.V.5
  • 24
    • 77957330207 scopus 로고    scopus 로고
    • Emergence of a multidrug-resistant pandemic influenza A (H1N1) virus
    • van der Vries, E., Stelma, F. F., and Boucher, C. A. (2010) Emergence of a multidrug-resistant pandemic influenza A (H1N1) virus N. Engl. J. Med. 363, 1381-1382
    • (2010) N. Engl. J. Med. , vol.363 , pp. 1381-1382
    • Van Der Vries, E.1    Stelma, F.F.2    Boucher, C.A.3
  • 25
    • 84857159099 scopus 로고    scopus 로고
    • Impact of mutations at residue I223 of the neuraminidase protein on the resistance profile, replication level, and virulence of the 2009 pandemic influenza virus
    • Pizzorno, A., Abed, Y., Bouhy, X., Beaulieu, E., Mallett, C., Russell, R., and Boivin, G. (2012) Impact of mutations at residue I223 of the neuraminidase protein on the resistance profile, replication level, and virulence of the 2009 pandemic influenza virus Antimicrob. Agents Chemother. 56, 1208-1214
    • (2012) Antimicrob. Agents Chemother. , vol.56 , pp. 1208-1214
    • Pizzorno, A.1    Abed, Y.2    Bouhy, X.3    Beaulieu, E.4    Mallett, C.5    Russell, R.6    Boivin, G.7
  • 28
    • 84856404510 scopus 로고    scopus 로고
    • Global monitoring of antiviral resistance in currently circulating human viruses
    • World Health Organization
    • World Health Organization (2011) Global monitoring of antiviral resistance in currently circulating human viruses Weekly Epidemiological Record 86, 497-508
    • (2011) Weekly Epidemiological Record , vol.86 , pp. 497-508
  • 30
    • 80053090644 scopus 로고    scopus 로고
    • Structural and functional analysis of laninamivir and its octanoate prodrug reveals group specific mechanisms for influenza NA inhibition
    • Vavricka, C. J., Li, Q., Wu, Y., Qi, J., Wang, M., Liu, Y., Gao, F., Liu, J., Feng, E., He, J., Wang, J., Liu, H., Jiang, H., and Gao, G. F. (2011) Structural and functional analysis of laninamivir and its octanoate prodrug reveals group specific mechanisms for influenza NA inhibition PLoS Pathog. 7, e1002249
    • (2011) PLoS Pathog. , vol.7 , pp. 1002249
    • Vavricka, C.J.1    Li, Q.2    Wu, Y.3    Qi, J.4    Wang, M.5    Liu, Y.6    Gao, F.7    Liu, J.8    Feng, E.9    He, J.10    Wang, J.11    Liu, H.12    Jiang, H.13    Gao, G.F.14
  • 31
    • 0036894107 scopus 로고    scopus 로고
    • Mechanism by which mutations at His274 alter sensitivity of influenza A virus N1 neuraminidase to oseltamivir carboxylate and zanamivir
    • Wang, M. Z., Tai, C. Y., and Mendel, D. B. (2002) Mechanism by which mutations at His274 alter sensitivity of influenza A virus N1 neuraminidase to oseltamivir carboxylate and zanamivir Antimicrob. Agents Chemother. 46, 3809-3816
    • (2002) Antimicrob. Agents Chemother. , vol.46 , pp. 3809-3816
    • Wang, M.Z.1    Tai, C.Y.2    Mendel, D.B.3
  • 32
    • 29144433925 scopus 로고    scopus 로고
    • Oseltamivir resistance-disabling our influenza defenses
    • Moscona, A. (2005) Oseltamivir resistance-disabling our influenza defenses N. Engl. J. Med. 353, 2633-2636
    • (2005) N. Engl. J. Med. , vol.353 , pp. 2633-2636
    • Moscona, A.1
  • 35
    • 63449087331 scopus 로고    scopus 로고
    • Computational studies of H5N1 influenza virus resistance to oseltamivir
    • Wang, N. X. and Zheng, J. J. (2009) Computational studies of H5N1 influenza virus resistance to oseltamivir Protein Sci. 18, 707-715
    • (2009) Protein Sci. , vol.18 , pp. 707-715
    • Wang, N.X.1    Zheng, J.J.2
  • 37
    • 84867759741 scopus 로고    scopus 로고
    • Theoretical studies on the susceptibility of oseltamivir against variants of 2009 A/H1N1 influenza neuraminidase
    • Li, L., Li, Y., Zhang, L., and Hou, T. (2012) Theoretical studies on the susceptibility of oseltamivir against variants of 2009 A/H1N1 influenza neuraminidase J. Chem. Inf. Model. 52, 2715-2729
    • (2012) J. Chem. Inf. Model. , vol.52 , pp. 2715-2729
    • Li, L.1    Li, Y.2    Zhang, L.3    Hou, T.4
  • 38
    • 78049425866 scopus 로고    scopus 로고
    • Molecular dynamics simulations suggest that electrostatic funnel directs binding of tamiflu to influenza N1 neuraminidases
    • Le, L., Lee, E. H., Hardy, D. J., Truong, T. N., and Schulten, K. (2010) Molecular dynamics simulations suggest that electrostatic funnel directs binding of tamiflu to influenza N1 neuraminidases PLoS Comput. Biol. 6, e1000939
    • (2010) PLoS Comput. Biol. , vol.6 , pp. 1000939
    • Le, L.1    Lee, E.H.2    Hardy, D.J.3    Truong, T.N.4    Schulten, K.5
  • 39
    • 84887592154 scopus 로고    scopus 로고
    • Computational Assay of H7N9 Influenza Neuraminidase Reveals R292K Mutation Reduces Drug Binding Affinity
    • manuscript submitted for publication
    • Woods, C. J., Malaisree, M., Long, B., McIntosh-Smith, S., and Mulholland, A. J. (2013) Computational Assay of H7N9 Influenza Neuraminidase Reveals R292K Mutation Reduces Drug Binding Affinity. Science Reports, manuscript submitted for publication.
    • (2013) Science Reports
    • Woods, C.J.1    Malaisree, M.2    Long, B.3    McIntosh-Smith, S.4    Mulholland, A.J.5
  • 40
    • 0038626673 scopus 로고    scopus 로고
    • Gaussian, Inc. Wallingford, CT.
    • Frisch, M. J., (2004) Gaussian 03, Gaussian, Inc., Wallingford, CT.
    • (2004) Gaussian 03
    • Frisch, M.J.1
  • 41
    • 84862614975 scopus 로고    scopus 로고
    • University of California, San Francisco.
    • Case, D., (2012) AMBER 12, University of California, San Francisco.
    • (2012) AMBER 12
    • Case, D.1
  • 42
    • 28644432877 scopus 로고    scopus 로고
    • Very fast empirical prediction and rationalization of protein pKa values
    • Li, H., Robertson, A. D., and Jensen, J. H. (2005) Very fast empirical prediction and rationalization of protein pKa values Proteins 61, 704-721
    • (2005) Proteins , vol.61 , pp. 704-721
    • Li, H.1    Robertson, A.D.2    Jensen, J.H.3
  • 45
    • 2942532422 scopus 로고    scopus 로고
    • Development and testing of a general AMBER force field
    • Wang, J., Wolf, R. M., Caldwell, J. W., and Kollman, P. A. (2004) Development and testing of a general AMBER force field J. Comput. Chem. 25, 1157-1174
    • (2004) J. Comput. Chem. , vol.25 , pp. 1157-1174
    • Wang, J.1    Wolf, R.M.2    Caldwell, J.W.3    Kollman, P.A.4
  • 46
    • 33748538349 scopus 로고    scopus 로고
    • Automatic atom type and bond type perception in molecular mechanical calculations
    • Wang, J., Wang, W., Kollman, P. A., and Case, D. A. (2006) Automatic atom type and bond type perception in molecular mechanical calculations J. Mol. Graphics Modell. 25, 247-260
    • (2006) J. Mol. Graphics Modell. , vol.25 , pp. 247-260
    • Wang, J.1    Wang, W.2    Kollman, P.A.3    Case, D.A.4
  • 47
    • 84860767348 scopus 로고    scopus 로고
    • Routine microsecond molecular dynamics simulations with AMBER on GPUs. 1. Generalized Born
    • Goetz, A. W., Williamson, M. J., Xu, D., Poole, D., Le Grand, S., and Walker, R. C. (2012) Routine microsecond molecular dynamics simulations with AMBER on GPUs. 1. Generalized Born J. Chem. Theory Comput. 8, 1542-1555
    • (2012) J. Chem. Theory Comput. , vol.8 , pp. 1542-1555
    • Goetz, A.W.1    Williamson, M.J.2    Xu, D.3    Poole, D.4    Le Grand, S.5    Walker, R.C.6
  • 48
    • 0033104039 scopus 로고    scopus 로고
    • New tricks for modelers from the crystallography toolkit: The particle mesh Ewald algorithm and its use in nucleic acid simulations
    • Darden, T., Perera, L., Li, L., and Pedersen, L. (1999) New tricks for modelers from the crystallography toolkit: The particle mesh Ewald algorithm and its use in nucleic acid simulations Structure 7, R55-R60
    • (1999) Structure , vol.7
    • Darden, T.1    Perera, L.2    Li, L.3    Pedersen, L.4
  • 49
    • 33646940952 scopus 로고    scopus 로고
    • Numerical integration of the cartesian equations of motion of a system with constraints: Molecular dynamics of n-alkanes
    • Ryckaert, J. P., Ciccotti, G., and Berendsen, H. J. C. (1997) Numerical integration of the cartesian equations of motion of a system with constraints: Molecular dynamics of n-alkanes J. Comput. Phys. 23, 327-341
    • (1997) J. Comput. Phys. , vol.23 , pp. 327-341
    • Ryckaert, J.P.1    Ciccotti, G.2    Berendsen, H.J.C.3
  • 50
    • 35748935079 scopus 로고    scopus 로고
    • Wordom: A program for efficient analysis of molecular dynamics simulations
    • Seeber, M., Cecchini, M., Rao, F., Settanni, G., and Caflisch, A. (2007) Wordom: A program for efficient analysis of molecular dynamics simulations Bioinformatics 23, 2625-2627
    • (2007) Bioinformatics , vol.23 , pp. 2625-2627
    • Seeber, M.1    Cecchini, M.2    Rao, F.3    Settanni, G.4    Caflisch, A.5
  • 53
    • 84870006566 scopus 로고    scopus 로고
    • Water structure, dynamics, and spectral signatures: Changes upon model cavity-ligand recognition
    • Baron, R., Setny, P., and Paesani, F. (2012) Water structure, dynamics, and spectral signatures: Changes upon model cavity-ligand recognition J. Phys. Chem. B 116, 13774-13780
    • (2012) J. Phys. Chem. B , vol.116 , pp. 13774-13780
    • Baron, R.1    Setny, P.2    Paesani, F.3
  • 54
    • 77956075440 scopus 로고    scopus 로고
    • Water in cavity-ligand recognition
    • Baron, R., Setny, P., and McCammon, J. A. (2010) Water in cavity-ligand recognition J. Am. Chem. Soc. 132, 12091-12097
    • (2010) J. Am. Chem. Soc. , vol.132 , pp. 12091-12097
    • Baron, R.1    Setny, P.2    McCammon, J.A.3
  • 55
    • 79952161696 scopus 로고    scopus 로고
    • Ligand binding to protein-binding pockets with wet and dry regions
    • Wang, L., Berne, B. J., and Friesner, R. A. (2011) Ligand binding to protein-binding pockets with wet and dry regions Proc. Natl. Acad. Sci. U.S.A. 108, 1326-1330
    • (2011) Proc. Natl. Acad. Sci. U.S.A. , vol.108 , pp. 1326-1330
    • Wang, L.1    Berne, B.J.2    Friesner, R.A.3
  • 57
    • 67949124553 scopus 로고    scopus 로고
    • Characterizing loop dynamics and ligand recognition in human- and avian-type influenza neuraminidases via generalized Born molecular dynamics and end-point free energy calculations
    • Amaro, R. E., Cheng, X., Ivanov, I., Xu, D., and McCammon, J. A. (2009) Characterizing loop dynamics and ligand recognition in human- and avian-type influenza neuraminidases via generalized Born molecular dynamics and end-point free energy calculations J. Am. Chem. Soc. 131, 4702-4709
    • (2009) J. Am. Chem. Soc. , vol.131 , pp. 4702-4709
    • Amaro, R.E.1    Cheng, X.2    Ivanov, I.3    Xu, D.4    McCammon, J.A.5
  • 59
    • 79951543355 scopus 로고    scopus 로고
    • A water-swap reaction coordinate for the calculation of absolute protein-ligand binding free energies
    • Woods, C. J., Malaisree, M., Hannongbua, S., and Mulholland, A. J. (2011) A water-swap reaction coordinate for the calculation of absolute protein-ligand binding free energies J. Chem. Phys. 134, 054114
    • (2011) J. Chem. Phys. , vol.134 , pp. 054114
    • Woods, C.J.1    Malaisree, M.2    Hannongbua, S.3    Mulholland, A.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.