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Volumn 32, Issue 11, 2014, Pages 1817-1832

Comparing atomistic molecular mechanics force fields for a difficult target: A case study on the Alzheimers amyloid β-peptide

Author keywords

force field; molecular dynamics; molecular mechanics; protein folding; simulation

Indexed keywords

AMYLOID BETA PROTEIN;

EID: 84905701176     PISSN: 07391102     EISSN: 15380254     Source Type: Journal    
DOI: 10.1080/07391102.2013.838518     Document Type: Article
Times cited : (71)

References (61)
  • 1
    • 84875354777 scopus 로고    scopus 로고
    • 2013 Alzheimer's disease facts and figures
    • Alzheimer's Association. (2013). 2013 Alzheimer's disease facts and figures. Alzheimer's &Dementia, 9, 1-68.
    • (2013) Alzheimer's &Dementia , vol.9 , pp. 1-68
  • 3
    • 84879194859 scopus 로고    scopus 로고
    • Differences in β-strand populations of monomeric Aβ40 and Aβ42
    • Ball, K. A., Phillips, A. H., Wemmer, D. E., &Head-Gordon, T. (2013). Differences in β-strand populations of monomeric Aβ40 and Aβ42. Biophysical Journal, 104, 2714-2724.
    • (2013) Biophysical Journal , vol.104 , pp. 2714-2724
    • Ball, K.A.1    Phillips, A.H.2    Wemmer, D.E.3    Head-Gordon, T.4
  • 4
    • 46749127364 scopus 로고    scopus 로고
    • Are current molecular dynamics force fields too helical?
    • Best, R. B., Buchete, N.-V., &Hummer, G. (2008). Are current molecular dynamics force fields too helical? Biophysical Journal, 95, L07-L09.
    • (2008) Biophysical Journal , vol.95
    • Best, R.B.1    Buchete, N.-V.2    Hummer, G.3
  • 5
    • 33746377894 scopus 로고    scopus 로고
    • Protein misfolding, functional amyloid, and human disease
    • Chiti, F., &Dobson, C. M. (2006). Protein misfolding, functional amyloid, and human disease. Annual Review of Biochemistry, 75, 333-366.
    • (2006) Annual Review of Biochemistry , vol.75 , pp. 333-366
    • Chiti, F.1    Dobson, C.M.2
  • 8
    • 33746265961 scopus 로고    scopus 로고
    • 15N relaxation study of the amyloid β-peptide: Structural propensities and persistence length
    • Danielsson, J., Andersson, A., Jarvet, J., &Gräslund, A. (2006). 15N relaxation study of the amyloid β-peptide: Structural propensities and persistence length. Magnetic Resonance in Chemistry, 44, S114-S121.
    • (2006) Magnetic Resonance in Chemistry , vol.44
    • Danielsson, J.1    Andersson, A.2    Jarvet, J.3    Gräslund, A.4
  • 9
    • 33846823909 scopus 로고
    • Particle mesh Ewald: An N• log(N) method for Ewald sums in large systems
    • Darden, T., York, D., &Pedersen, L. (1993). Particle mesh Ewald: An N• log(N) method for Ewald sums in large systems. Journal of Chemical Physics, 98, 10089-10092.
    • (1993) Journal of Chemical Physics , vol.98 , pp. 10089-10092
    • Darden, T.1    York, D.2    Pedersen, L.3
  • 12
    • 0242663237 scopus 로고    scopus 로고
    • A point-charge force field for molecular mechanics simulations of proteins based on condensed-phase quantum mechanical calculations
    • Duan, Y., Wu, C., Chowdhury, S., Lee, M. C., Xiong, G., Zhang, W., Kollman, P. (2003). A point-charge force field for molecular mechanics simulations of proteins based on condensed-phase quantum mechanical calculations. Journal of Computational Chemistry, 24, 1999-2012.
    • (2003) Journal of Computational Chemistry , vol.24 , pp. 1999-2012
    • Duan, Y.1    Wu, C.2    Chowdhury, S.3    Lee, M.C.4    Xiong, G.5    Zhang, W.6    Kollman, P.7
  • 15
    • 84879588570 scopus 로고    scopus 로고
    • Structural insights into Aβ42 oligomers using site-directed spin labeling
    • Gu, L., Liu, C., &Guo, Z. (2013). Structural insights into Aβ42 oligomers using site-directed spin labeling. Journal of Biological Chemistry, 288, 18673-18683.
    • (2013) Journal of Biological Chemistry , vol.288 , pp. 18673-18683
    • Gu, L.1    Liu, C.2    Guo, Z.3
  • 16
    • 33847662852 scopus 로고    scopus 로고
    • Soluble protein oligomers in neurodegeneration: Lessons form the Alzheimer's amyloid β-peptide
    • Haass, C., &Selkoe, D. J. (2007). Soluble protein oligomers in neurodegeneration: Lessons form the Alzheimer's amyloid β-peptide. Nature Reviews: Molecular Cell Biology, 8, 101-112.
    • (2007) Nature Reviews: Molecular Cell Biology , vol.8 , pp. 101-112
    • Haass, C.1    Selkoe, D.J.2
  • 17
    • 0026597063 scopus 로고
    • Alzheimer's disease: The amyloid cascade hypothesis
    • Hardy, J. A., &Higgins, G. A. (1992). Alzheimer's disease: The amyloid cascade hypothesis. Science, 256, 184-185.
    • (1992) Science , vol.256 , pp. 184-185
    • Hardy, J.A.1    Higgins, G.A.2
  • 18
    • 0030908095 scopus 로고    scopus 로고
    • Models of amyloid seeding in Alzheimer's disease and Scrapie: Mechanistic truths and physiological consequences of the time-dependent solubility of amyloid proteins
    • Harper, J. D., &Lansbury, P. T. (1997). Models of amyloid seeding in Alzheimer's disease and Scrapie: Mechanistic truths and physiological consequences of the time-dependent solubility of amyloid proteins. Annual Review of Biochemistry, 66, 385-407.
    • (1997) Annual Review of Biochemistry , vol.66 , pp. 385-407
    • Harper, J.D.1    Lansbury, P.T.2
  • 19
    • 38749123962 scopus 로고    scopus 로고
    • P-LINCS: A parallel linear constraint solver for molecular simulation
    • Hess, B. (2008). P-LINCS: A parallel linear constraint solver for molecular simulation. Journal of Chemical Theory and Computation, 4, 116-122.
    • (2008) Journal of Chemical Theory and Computation , vol.4 , pp. 116-122
    • Hess, B.1
  • 22
    • 10744219665 scopus 로고    scopus 로고
    • Solution NMR studies of the Aβ(1-40) and Aβ(1-42) peptides establish that the Met35 oxidation state affects the mechanism of amyloid formation
    • Hou, L., Shao, H., Zhang, Y., Li, H., Menon, N. K., Neuhaus, E. B., Zagorski, M. G. (2004). Solution NMR studies of the Aβ(1-40) and Aβ(1-42) peptides establish that the Met35 oxidation state affects the mechanism of amyloid formation. Journal of the American Chemical Society, 126, 1992-2005.
    • (2004) Journal of the American Chemical Society , vol.126 , pp. 1992-2005
    • Hou, L.1    Shao, H.2    Zhang, Y.3    Li, H.4    Menon, N.K.5    Neuhaus, E.B.6    Zagorski, M.G.7
  • 23
    • 0027195933 scopus 로고
    • Seeding "One-Dimensional Crystallization" of amyloid: A pathogenic mechanism in Alzheimer's disease and Scrapie?
    • Jarrett, J. T., &Lansbury, P. T. (1993). Seeding "One- Dimensional Crystallization" of amyloid: A pathogenic mechanism in Alzheimer's disease and Scrapie? Cell, 73, 1055-1058.
    • (1993) Cell , vol.73 , pp. 1055-1058
    • Jarrett, J.T.1    Lansbury, P.T.2
  • 24
    • 0020997912 scopus 로고
    • Dictionary of protein secondary structure: Pattern recognition of hydrogen-bonded and geometrical features
    • Kabsch, W., &Sander, C. (1983). Dictionary of protein secondary structure: Pattern recognition of hydrogen-bonded and geometrical features. Biopolymers, 22, 2577-2637.
    • (1983) Biopolymers , vol.22 , pp. 2577-2637
    • Kabsch, W.1    Sander, C.2
  • 25
    • 0035913529 scopus 로고    scopus 로고
    • Evaluation and reparametrization of the OPLS-AA force field for proteins via comparison with accurate quantum chemical calculations on peptides
    • Kaminski, G. A., Friesner, R. A., Tirado-Rives, J., &Jorgensen, W. L. (2001). Evaluation and reparametrization of the OPLS-AA force field for proteins via comparison with accurate quantum chemical calculations on peptides. Journal of Physical Chemistry B, 105, 6474-6487.
    • (2001) Journal of Physical Chemistry B , vol.105 , pp. 6474-6487
    • Kaminski, G.A.1    Friesner, R.A.2    Tirado-Rives, J.3    Jorgensen, W.L.4
  • 26
    • 0242668337 scopus 로고    scopus 로고
    • Common structure of soluble amyloid oligomers implies common mechanism of pathogenesis
    • Kayed, R., Head, E., Thompson, J. L., McIntire, T. M., Milton, S. C., Cotman, C. W., &Glabe, C. G. (2003). Common structure of soluble amyloid oligomers implies common mechanism of pathogenesis. Science, 300, 486-489.
    • (2003) Science , vol.300 , pp. 486-489
    • Kayed, R.1    Head, E.2    Thompson, J.L.3    McIntire, T.M.4    Milton, S.C.5    Cotman, C.W.6    Glabe, C.G.7
  • 27
    • 8744220663 scopus 로고    scopus 로고
    • Permeabilization of lipid bilayers is a common conformation-dependent activity of soluble amyloid oligomers in protein misfolding diseases
    • Kayed, R., Sokolov, Y., Edmonds, B., McIntire, T. M., Milton, S. C., Hall, J. E., &Glabe, C. G. (2004). Permeabilization of lipid bilayers is a common conformation-dependent activity of soluble amyloid oligomers in protein misfolding diseases. Journal of Biological Chemistry, 279, 46363-46366.
    • (2004) Journal of Biological Chemistry , vol.279 , pp. 46363-46366
    • Kayed, R.1    Sokolov, Y.2    Edmonds, B.3    McIntire, T.M.4    Milton, S.C.5    Hall, J.E.6    Glabe, C.G.7
  • 28
    • 0035812658 scopus 로고    scopus 로고
    • Identification and characterization of key kinetic intermediates in amyloid β-protein fibrillogenesis
    • Kirkitadze, M. D., Condron, M. M., &Teplow, D. B. (2001). Identification and characterization of key kinetic intermediates in amyloid β-protein fibrillogenesis. Journal of Molecular Biology, 312, 1103-1119.
    • (2001) Journal of Molecular Biology , vol.312 , pp. 1103-1119
    • Kirkitadze, M.D.1    Condron, M.M.2    Teplow, D.B.3
  • 30
    • 78650086243 scopus 로고    scopus 로고
    • Characterizing amyloid-beta protein misfolding from molecular dynamics simulations with explicit water
    • Lee, C., &Ham, S. (2011). Characterizing amyloid-beta protein misfolding from molecular dynamics simulations with explicit water. Journal of Computational Chemistry, 32, 349-355.
    • (2011) Journal of Computational Chemistry , vol.32 , pp. 349-355
    • Lee, C.1    Ham, S.2
  • 31
    • 33645396508 scopus 로고    scopus 로고
    • All-atom molecular dynamics studies of the full-length β-amyloid peptides
    • Luttmann, E., &Fels, G. (2006). All-atom molecular dynamics studies of the full-length β-amyloid peptides. Chemical Physics, 323, 138-147.
    • (2006) Chemical Physics , vol.323 , pp. 138-147
    • Luttmann, E.1    Fels, G.2
  • 32
    • 0242593434 scopus 로고    scopus 로고
    • Development and current status of the CHARMM force field for nucleic acids
    • MacKerell, A. D.Jr., Banavali, N., &Foloppe, N. (2001). Development and current status of the CHARMM force field for nucleic acids. Biopolymers, 56, 257-265.
    • (2001) Biopolymers , vol.56 , pp. 257-265
    • MacKerell Jr., A.D.1    Banavali, N.2    Foloppe, N.3
  • 33
    • 3142714765 scopus 로고    scopus 로고
    • Extending the treatment of backbone energetics in protein force fields: Limitations of gas-phase quantum mechanics in reproducing protein conformational distributions in molecular dynamics simulations
    • MacKerell, A. D.Jr., Feig, M., &Brooks, C. L.III (2004). Extending the treatment of backbone energetics in protein force fields: Limitations of gas-phase quantum mechanics in reproducing protein conformational distributions in molecular dynamics simulations. Journal of Computational Chemistry, 25, 1400-1415.
    • (2004) Journal of Computational Chemistry , vol.25 , pp. 1400-1415
    • MacKerell Jr., A.D.1    Feig, M.2    Brooks, C.L.3
  • 34
    • 0000224283 scopus 로고    scopus 로고
    • CHARMM: The energy function and its parameterization with an overview of the program
    • In P. V. Schleyer, N. L. Allinger, T. Clark, J. Gasteiger, P. A. Kollman, H. F. Shaefer III, &P. R. Schreiner (Eds.)Chichester: Wiley
    • MacKerell, A. D.Jr., Brooks, B. R., Brooks, C. L.III, Nilsson, L., Roux, B., Won, Y., &Karplus, M. (1998). CHARMM: The energy function and its parameterization with an overview of the program. In P. V. Schleyer, N. L. Allinger, T. Clark, J. Gasteiger, P. A. Kollman, H. F. Shaefer III, &P. R. Schreiner (Eds.), Encyclopedia of computational chemistry (pp. 271-277). Chichester: Wiley.
    • (1998) Encyclopedia of Computational Chemistry , pp. 271-277
    • MacKerell Jr., A.D.1    Brooks, B.R.2    Brooks, C.L.3    Nilsson, L.4    Roux, B.5    Won, Y.6    Karplus, M.7
  • 35
    • 84986440341 scopus 로고
    • SETTLE: An analytical version of the SHAKE and RATTLE algorithms for rigid water models
    • Miyamoto, S., &Kollman, P. A. (1992). SETTLE: An analytical version of the SHAKE and RATTLE algorithms for rigid water models. Journal of Computational Chemistry, 13, 952-962.
    • (1992) Journal of Computational Chemistry , vol.13 , pp. 952-962
    • Miyamoto, S.1    Kollman, P.A.2
  • 37
    • 84926811618 scopus 로고
    • Constant pressure molecular dynamics for molecular systems
    • Nosé, S., &Klein, M. L. (1983). Constant pressure molecular dynamics for molecular systems. Molecular Physics, 50, 1055-1076.
    • (1983) Molecular Physics , vol.50 , pp. 1055-1076
    • Nosé, S.1    Klein, M.L.2
  • 38
    • 84858300261 scopus 로고    scopus 로고
    • Structures of the amyloid β-peptides Aβ1-40 and Aβ1-42 as influenced by pH and a Dpeptide
    • Olubiyi, O. O., &Strodel, B. (2012). Structures of the amyloid β-peptides Aβ1-40 and Aβ1-42 as influenced by pH and a Dpeptide. Journal of Physical Chemistry B, 116, 3280-3291.
    • (2012) Journal of Physical Chemistry B , vol.116 , pp. 3280-3291
    • Olubiyi, O.O.1    Strodel, B.2
  • 39
    • 4444282928 scopus 로고    scopus 로고
    • A biomolecular force field based on the free enthalpy of hydration and solvation: The GROMOS forcefield parameter sets 53A5 and 53A6
    • Oostenbrink, C., Villa, A., Mark, A. E., &van Gunsteren, W. F. (2004). A biomolecular force field based on the free enthalpy of hydration and solvation: The GROMOS forcefield parameter sets 53A5 and 53A6. Journal of Computational Chemistry, 25, 1656-1676.
    • (2004) Journal of Computational Chemistry , vol.25 , pp. 1656-1676
    • Oostenbrink, C.1    Villa, A.2    Mark, A.E.3    Van Gunsteren, W.F.4
  • 40
    • 84860430705 scopus 로고    scopus 로고
    • Structure and dynamics of small soluble Aβ(1-40) oligomers studied by top-down hydrogen exchange mass spectrometry
    • Pan, J., Han, J., Borchers, C. H., &Konermann, L. (2012). Structure and dynamics of small soluble Aβ(1-40) oligomers studied by top-down hydrogen exchange mass spectrometry. Biochemistry, 51, 3694-3703.
    • (2012) Biochemistry , vol.51 , pp. 3694-3703
    • Pan, J.1    Han, J.2    Borchers, C.H.3    Konermann, L.4
  • 41
    • 0019707626 scopus 로고
    • Polymorphic transitions in single crystals: A new molecular dynamics method
    • Parrinello, M., &Rahman, A. (1981). Polymorphic transitions in single crystals: A new molecular dynamics method. Journal of Applied Physics, 52, 7182-7190.
    • (1981) Journal of Applied Physics , vol.52 , pp. 7182-7190
    • Parrinello, M.1    Rahman, A.2
  • 42
    • 79959720287 scopus 로고    scopus 로고
    • How robust are protein folding simulations with respect to force field parameterization?
    • Piana, S., Lindorff-Larsen, K., &Shaw, D. E. (2011). How robust are protein folding simulations with respect to force field parameterization? Biophysical Journal, 100, L47-L49.
    • (2011) Biophysical Journal , vol.100
    • Piana, S.1    Lindorff-Larsen, K.2    Shaw, D.E.3
  • 43
    • 77953208542 scopus 로고    scopus 로고
    • Force fielddependent structural divergence revealed during long time simulations of calbindin d9k
    • Project, E., Nachliel, E., &Gutman, M. (2010). Force fielddependent structural divergence revealed during long time simulations of calbindin d9k. Journal of Computational Chemistry, 31, 1864-1872.
    • (2010) Journal of Computational Chemistry , vol.31 , pp. 1864-1872
    • Project, E.1    Nachliel, E.2    Gutman, M.3
  • 44
    • 84875592758 scopus 로고    scopus 로고
    • GROMACS 4.5: A highthroughput and highly parallel open source molecular simulation toolkit
    • Pronk, S., Páll, S., Schulz, R., Larsson, P., Bjelkmar, P., Apostolov, R., Lindahl, E. (2013). GROMACS 4.5: A highthroughput and highly parallel open source molecular simulation toolkit. Bioinformatics, 29, 845-854.
    • (2013) Bioinformatics , vol.29 , pp. 845-854
    • Pronk, S.1    Páll, S.2    Schulz, R.3    Larsson, P.4    Bjelkmar, P.5    Apostolov, R.6    Lindahl, E.7
  • 45
    • 84883297832 scopus 로고    scopus 로고
    • Aβ monomers transiently sample oligomer and fibril-like configurations: Ensemble characterization using a combined MD/NMR approach
    • Rosenman, D. J., Connors, C., Chen, W., Wang, C., &García, A. E. (2013). Aβ monomers transiently sample oligomer and fibril-like configurations: Ensemble characterization using a combined MD/NMR approach. Journal of Molecular Biology, 425, 3338-3359.
    • (2013) Journal of Molecular Biology , vol.425 , pp. 3338-3359
    • Rosenman, D.J.1    Connors, C.2    Chen, W.3    Wang, C.4    García, A.E.5
  • 47
    • 84989629173 scopus 로고
    • Conformation-dependent 13C chemical shifts: A new means of conformational characterization as obtained by high-resolution solid-state 13C NMR
    • Saitô, H. (1986). Conformation-dependent 13C chemical shifts: A new means of conformational characterization as obtained by high-resolution solid-state 13C NMR. Magnetic Resonance in Chemistry, 24, 835-852.
    • (1986) Magnetic Resonance in Chemistry , vol.24 , pp. 835-852
    • Saitô, H.1
  • 50
    • 34247234602 scopus 로고    scopus 로고
    • The Alzheimer's peptide Aβ40 and Aβ42 adopt distinct conformations in water: A combined MD/ NMR study
    • Sgourakis, N. G., Yan, Y., McCallum, S. A., Wang, C., &Garcia, A. E. (2007). The Alzheimer's peptide Aβ40 and Aβ42 adopt distinct conformations in water: A combined MD/ NMR study. Journal of Molecular Biology, 368, 1448-1457.
    • (2007) Journal of Molecular Biology , vol.368 , pp. 1448-1457
    • Sgourakis, N.G.1    Yan, Y.2    McCallum, S.A.3    Wang, C.4    Garcia, A.E.5
  • 51
    • 0028980362 scopus 로고
    • The α-helical to β-strand transition in the amino-terminal fragment of the amyloid β-peptide modulates amyloid formation
    • Soto, C., Castaño, E. M., Frangione, B., &Inestrosa, N. C. (1995). The α-helical to β-strand transition in the amino-terminal fragment of the amyloid β-peptide modulates amyloid formation. Journal of Biological Chemistry, 270, 3063-3067.
    • (1995) Journal of Biological Chemistry , vol.270 , pp. 3063-3067
    • Soto, C.1    Castaño, E.M.2    Frangione, B.3    Inestrosa, N.C.4
  • 52
    • 0037465708 scopus 로고    scopus 로고
    • Insights into the amyloid folding problem from solid-state NMR
    • Tycko, R. (2003). Insights into the amyloid folding problem from solid-state NMR. Biochemistry, 42, 3151-3159.
    • (2003) Biochemistry , vol.42 , pp. 3151-3159
    • Tycko, R.1
  • 54
    • 12044259775 scopus 로고
    • Quantitative J correlation: A new approach for measuring homonuclear three-bond J (HNHα) coupling constants in 15N-enriched proteins
    • Vuister, G. W., &Bax, A. (1993). Quantitative J correlation: A new approach for measuring homonuclear three-bond J (HNHα) coupling constants in 15N-enriched proteins. Journal of the American Chemical Society, 115, 7772-7777.
    • (1993) Journal of the American Chemical Society , vol.115 , pp. 7772-7777
    • Vuister, G.W.1    Bax, A.2
  • 55
    • 0036129107 scopus 로고    scopus 로고
    • Probability-based protein secondary structure identification using combined NMR chemical-shift data
    • Wang, Y., &Jardetzky, O. (2002). Probability-based protein secondary structure identification using combined NMR chemical-shift data. Protein Science, 11, 852-861.
    • (2002) Protein Science , vol.11 , pp. 852-861
    • Wang, Y.1    Jardetzky, O.2
  • 56
    • 68949086461 scopus 로고    scopus 로고
    • Evaluating the performance of the ff99SB force field based on NMR scalar coupling data
    • Wickstrom, L., Okur, A., &Simmerling, C. (2009). Evaluating the performance of the ff99SB force field based on NMR scalar coupling data. Biophysical Journal, 97, 853-856.
    • (2009) Biophysical Journal , vol.97 , pp. 853-856
    • Wickstrom, L.1    Okur, A.2    Simmerling, C.3
  • 57
    • 0028393784 scopus 로고
    • The 13C chemical-shift index: A simple method for the identification of protein secondary structure using 13C chemical-shift data
    • Wishart, D. S., &Sykes, B. D. (1994). The 13C chemical-shift index: A simple method for the identification of protein secondary structure using 13C chemical-shift data. Journal of Biomolecular NMR, 4, 171-180.
    • (1994) Journal of Biomolecular NMR , vol.4 , pp. 171-180
    • Wishart, D.S.1    Sykes, B.D.2
  • 58
    • 0026597879 scopus 로고
    • The chemical shift index: A fast and simple method for the assignment of protein secondary structure through NMR spectroscopy
    • Wishart, D. S., Sykes, B. D., &Richards, F. M. (1992). The chemical shift index: A fast and simple method for the assignment of protein secondary structure through NMR spectroscopy. Biochemistry, 31, 1647-1651.
    • (1992) Biochemistry , vol.31 , pp. 1647-1651
    • Wishart, D.S.1    Sykes, B.D.2    Richards, F.M.3
  • 59
    • 42949166112 scopus 로고    scopus 로고
    • M35 oxidation induces Aβ40-like structural and dynamical changes in Aβ42
    • Yan, Y., McCallum, S. A., &Wang, C. (2008). M35 oxidation induces Aβ40-like structural and dynamical changes in Aβ42. Journal of the American Chemical Society, 130, 5394-5395.
    • (2008) Journal of the American Chemical Society , vol.130 , pp. 5394-5395
    • Yan, Y.1    McCallum, S.A.2    Wang, C.3
  • 60
    • 84954358028 scopus 로고    scopus 로고
    • Amyloid β-protein monomer folding: Free-energy surfaces reveal alloform-specific differences
    • Yang, M., &Teplow, D. B. (2008). Amyloid β-protein monomer folding: Free-energy surfaces reveal alloform-specific differences. Journal of Molecular Biology, 384, 450-464.
    • (2008) Journal of Molecular Biology , vol.384 , pp. 450-464
    • Yang, M.1    Teplow, D.B.2


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