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Volumn 56, Issue 1, 2016, Pages 223-233

Impact of Surface Water Layers on Protein-Ligand Binding: How Well Are Experimental Data Reproduced by Molecular Dynamics Simulations in a Thermolysin Test Case?

Author keywords

[No Author keywords available]

Indexed keywords

BINDING ENERGY; COMPLEX NETWORKS; CRYSTAL STRUCTURE; LIGANDS; MOLECULAR DYNAMICS; PROTEINS; SOLVATION; SURFACE TESTING;

EID: 84955472225     PISSN: 15499596     EISSN: 1549960X     Source Type: Journal    
DOI: 10.1021/acs.jcim.5b00621     Document Type: Article
Times cited : (31)

References (40)
  • 1
    • 3843096194 scopus 로고
    • Water Revisited
    • Stillinger, F. H. Water Revisited Science 1980, 209, 451-457 10.1126/science.209.4455.451
    • (1980) Science , vol.209 , pp. 451-457
    • Stillinger, F.H.1
  • 2
    • 38849196324 scopus 로고    scopus 로고
    • Water as an Active Constituent in Cell Biology
    • Ball, P. Water as an Active Constituent in Cell Biology Chem. Rev. 2008, 108, 74-108 10.1021/cr068037a
    • (2008) Chem. Rev. , vol.108 , pp. 74-108
    • Ball, P.1
  • 3
    • 0001463498 scopus 로고
    • Fluctuation, Relaxations, and Hydration in Liquid Water. Hydrogen-bond Rearrangement Dynamics
    • Ohmine, I.; Tanaka, H. Fluctuation, Relaxations, and Hydration in Liquid Water. Hydrogen-bond Rearrangement Dynamics Chem. Rev. 1993, 93, 2545-2566 10.1021/cr00023a011
    • (1993) Chem. Rev. , vol.93 , pp. 2545-2566
    • Ohmine, I.1    Tanaka, H.2
  • 4
    • 0001554681 scopus 로고
    • Water Structure of a Hydrophobic Protein at Atomic Resolution: Pentagon Rings of Water Molecules in Crystals of Crambin
    • Teeter, M. M. Water Structure of a Hydrophobic Protein at Atomic Resolution: Pentagon Rings of Water Molecules in Crystals of Crambin Proc. Natl. Acad. Sci. U. S. A. 1984, 81, 6014-6018 10.1073/pnas.81.19.6014
    • (1984) Proc. Natl. Acad. Sci. U. S. A. , vol.81 , pp. 6014-6018
    • Teeter, M.M.1
  • 5
    • 23744466879 scopus 로고    scopus 로고
    • Water Superstructures within Organic Arrays; Hydrogen-bonded Water Sheets, Chains and Clusters
    • Oxtoby, N. S.; Blake, A. J.; Champness, N. R.; Wilson, C. Water Superstructures within Organic Arrays; Hydrogen-bonded Water Sheets, Chains and Clusters Chem.-Eur. J. 2005, 11, 4643-4654 10.1002/chem.200500091
    • (2005) Chem. - Eur. J. , vol.11 , pp. 4643-4654
    • Oxtoby, N.S.1    Blake, A.J.2    Champness, N.R.3    Wilson, C.4
  • 6
    • 0030466444 scopus 로고    scopus 로고
    • Just Add Water! the Effect of Water on the Specificity of Protein-ligand Binding Sites and its Potential Application to Drug Design
    • Ladbury, J. E. Just Add Water! The Effect of Water on the Specificity of Protein-ligand Binding Sites and its Potential Application to Drug Design Chem. Biol. 1996, 3, 973-980 10.1016/S1074-5521(96)90164-7
    • (1996) Chem. Biol. , vol.3 , pp. 973-980
    • Ladbury, J.E.1
  • 7
    • 34447108978 scopus 로고    scopus 로고
    • Water, Water Everywhere - Except Where it Matters?
    • Homans, S. W. Water, Water Everywhere-Except Where it Matters? Drug Discovery Today 2007, 12, 534-539 10.1016/j.drudis.2007.05.004
    • (2007) Drug Discovery Today , vol.12 , pp. 534-539
    • Homans, S.W.1
  • 8
    • 77953631827 scopus 로고    scopus 로고
    • A Medicinal Chemist's Guide to Molecular Interactions
    • Bissantz, C.; Kuhn, B.; Stahl, M. A Medicinal Chemist's Guide to Molecular Interactions J. Med. Chem. 2010, 53, 5061-5084 10.1021/jm100112j
    • (2010) J. Med. Chem. , vol.53 , pp. 5061-5084
    • Bissantz, C.1    Kuhn, B.2    Stahl, M.3
  • 9
    • 33846524439 scopus 로고    scopus 로고
    • Motifs for Molecular Recognition Exploiting Hydrophobic Enclosure in Protein-ligand Binding
    • Young, T.; Abel, R.; Kim, B.; Berne, B. J.; Friesner, R. A. Motifs for Molecular Recognition Exploiting Hydrophobic Enclosure in Protein-ligand Binding Proc. Natl. Acad. Sci. U. S. A. 2007, 104, 808-813 10.1073/pnas.0610202104
    • (2007) Proc. Natl. Acad. Sci. U. S. A. , vol.104 , pp. 808-813
    • Young, T.1    Abel, R.2    Kim, B.3    Berne, B.J.4    Friesner, R.A.5
  • 10
    • 79952161696 scopus 로고    scopus 로고
    • Ligand Binding to Protein-binding Pockets with Wet and Dry Regions
    • Wang, L.; Berne, B. J.; Friesner, R. A. Ligand Binding to Protein-binding Pockets with Wet and Dry Regions Proc. Natl. Acad. Sci. U. S. A. 2011, 108, 1326-1330 10.1073/pnas.1016793108
    • (2011) Proc. Natl. Acad. Sci. U. S. A. , vol.108 , pp. 1326-1330
    • Wang, L.1    Berne, B.J.2    Friesner, R.A.3
  • 11
    • 79957585828 scopus 로고    scopus 로고
    • Contribution of Explicit Solvent Effects to the Binding Affinity of Small-molecule Inhibitors in Blood Coagulation Factor Serine Proteases
    • Abel, R.; Salam, N. K.; Shelley, J.; Farid, R.; Friesner, R. A.; Sherman, W. Contribution of Explicit Solvent Effects to the Binding Affinity of Small-molecule Inhibitors in Blood Coagulation Factor Serine Proteases ChemMedChem 2011, 6, 1049-1066 10.1002/cmdc.201000533
    • (2011) ChemMedChem , vol.6 , pp. 1049-1066
    • Abel, R.1    Salam, N.K.2    Shelley, J.3    Farid, R.4    Friesner, R.A.5    Sherman, W.6
  • 12
    • 0017884417 scopus 로고
    • The Hydrophobic Effect and the Organization of Living Matter
    • Tanford, C. The Hydrophobic Effect and the Organization of Living Matter Science 1978, 200, 1012-1018 10.1126/science.653353
    • (1978) Science , vol.200 , pp. 1012-1018
    • Tanford, C.1
  • 14
    • 84947739432 scopus 로고    scopus 로고
    • The Hydrophobic Effect Revisited-Studies with Supramolecular Complexes Imply High-Energy Water as a Noncovalent Driving Force
    • Biedermann, F.; Nau, W. M.; Schneider, H. The Hydrophobic Effect Revisited-Studies with Supramolecular Complexes Imply High-Energy Water as a Noncovalent Driving Force Angew. Chem., Int. Ed. 2014, 53, 11158 10.1002/anie.201310958
    • (2014) Angew. Chem., Int. Ed. , vol.53 , pp. 11158
    • Biedermann, F.1    Nau, W.M.2    Schneider, H.3
  • 15
    • 84864400966 scopus 로고    scopus 로고
    • Water Makes the Difference: Rearrangement of Water Solvation Layer Triggers Non-additivity of Functional Group Contributions in Protein-Ligand Binding
    • Biela, A.; Betz, M.; Heine, A.; Klebe, G. Water Makes the Difference: Rearrangement of Water Solvation Layer Triggers Non-additivity of Functional Group Contributions in Protein-Ligand Binding ChemMedChem 2012, 7, 1423-1434 10.1002/cmdc.201200206
    • (2012) ChemMedChem , vol.7 , pp. 1423-1434
    • Biela, A.1    Betz, M.2    Heine, A.3    Klebe, G.4
  • 16
    • 84898890330 scopus 로고    scopus 로고
    • Enthalpy/entropy Compensation Effects from Cavity Desolvation underpin broad Ligand Binding Selectivity for Rat Odorant Binding Protein 3
    • Portman, K. L.; Long, J.; Carr, S.; Briand, L.; Winzor, D. J.; Searle, M. S.; Scott, D. J. Enthalpy/entropy Compensation Effects from Cavity Desolvation underpin broad Ligand Binding Selectivity for Rat Odorant Binding Protein 3 Biochemistry 2014, 53, 2371-2379 10.1021/bi5002344
    • (2014) Biochemistry , vol.53 , pp. 2371-2379
    • Portman, K.L.1    Long, J.2    Carr, S.3    Briand, L.4    Winzor, D.J.5    Searle, M.S.6    Scott, D.J.7
  • 17
    • 84873351927 scopus 로고    scopus 로고
    • Dissecting the Hydrophobic Effect on the Molecular Level: the Role of Water, Enthalpy, and Entropy in Ligand Binding to Thermolysin
    • Biela, A.; Nasief, N. N.; Betz, M.; Heine, A.; Hangauer, D.; Klebe, G. Dissecting the Hydrophobic Effect on the Molecular Level: The Role of Water, Enthalpy, and Entropy in Ligand Binding to Thermolysin Angew. Chem., Int. Ed. 2013, 52, 1822-1828 10.1002/anie.201208561
    • (2013) Angew. Chem., Int. Ed. , vol.52 , pp. 1822-1828
    • Biela, A.1    Nasief, N.N.2    Betz, M.3    Heine, A.4    Hangauer, D.5    Klebe, G.6
  • 18
    • 84898006931 scopus 로고    scopus 로고
    • Methyl, Ethyl, Propyl, Butyl: Futile but not for Water, as the Correlation of Structure and Thermodynamic Signature shows in a Congeneric Series of Thermolysin Inhibitors
    • Krimmer, S. G.; Betz, M.; Heine, A.; Klebe, G. Methyl, Ethyl, Propyl, Butyl: Futile but not for Water, as the Correlation of Structure and Thermodynamic Signature shows in a Congeneric Series of Thermolysin Inhibitors ChemMedChem 2014, 9, 833-846 10.1002/cmdc.201400013
    • (2014) ChemMedChem , vol.9 , pp. 833-846
    • Krimmer, S.G.1    Betz, M.2    Heine, A.3    Klebe, G.4
  • 19
    • 0035044857 scopus 로고    scopus 로고
    • Experimental and Computational Mapping of the Binding Surface of a Crystalline Protein
    • English, A. C.; Groom, C. R.; Hubbard, R. E. Experimental and Computational Mapping of the Binding Surface of a Crystalline Protein Protein Eng., Des. Sel. 2001, 14, 47-59 10.1093/protein/14.1.47
    • (2001) Protein Eng., Des. Sel. , vol.14 , pp. 47-59
    • English, A.C.1    Groom, C.R.2    Hubbard, R.E.3
  • 22
    • 77956268336 scopus 로고    scopus 로고
    • Displacement of Disordered Water Molecules from Hydrophobic Pocket Creates Enthalpic Signature: Binding of Phosphonamidate to the S1′-pocket of Thermolysin
    • Englert, L.; Biela, A.; Zayed, M.; Heine, A.; Hangauer, D.; Klebe, G. Displacement of Disordered Water Molecules from Hydrophobic Pocket Creates Enthalpic Signature: Binding of Phosphonamidate to the S1′-pocket of Thermolysin Biochim. Biophys. Acta, Gen. Subj. 2010, 1800, 1192-1202 10.1016/j.bbagen.2010.06.009
    • (2010) Biochim. Biophys. Acta, Gen. Subj. , vol.1800 , pp. 1192-1202
    • Englert, L.1    Biela, A.2    Zayed, M.3    Heine, A.4    Hangauer, D.5    Klebe, G.6
  • 23
    • 58149103584 scopus 로고    scopus 로고
    • The Thermolysin Family (M4) of Enzymes: Therapeutic and Biotechnological Potential
    • Adekoya, O. A.; Sylte, I. The Thermolysin Family (M4) of Enzymes: Therapeutic and Biotechnological Potential Chem. Biol. Drug Des. 2009, 73, 7-16 10.1111/j.1747-0285.2008.00757.x
    • (2009) Chem. Biol. Drug Des. , vol.73 , pp. 7-16
    • Adekoya, O.A.1    Sylte, I.2
  • 26
    • 0033081137 scopus 로고    scopus 로고
    • How Many Water Molecules can be Detected by Protein Crystallography?
    • Carugo, O.; Bordo, D. How Many Water Molecules can be Detected by Protein Crystallography? Acta Crystallogr., Sect. D: Biol. Crystallogr. 1999, 55, 479-483 10.1107/S0907444998012086
    • (1999) Acta Crystallogr., Sect. D: Biol. Crystallogr. , vol.55 , pp. 479-483
    • Carugo, O.1    Bordo, D.2
  • 29
    • 0000510540 scopus 로고    scopus 로고
    • Novel Zinc Protein Molecular Dynamics Simulations: Steps Toward Antiangiogenesis for Cancer Treatment
    • Pang, Y.; Clinic, M. Novel Zinc Protein Molecular Dynamics Simulations: Steps Toward Antiangiogenesis for Cancer Treatment J. Mol. Model. 1999, 5, 196-202 10.1007/s008940050119
    • (1999) J. Mol. Model. , vol.5 , pp. 196-202
    • Pang, Y.1    Clinic, M.2
  • 30
    • 3042524904 scopus 로고
    • A Well-behaved Electrostatic Potential Based Method using Charge Restraints for Deriving Atomic Charges-the RESP Model
    • Bayly, C. I.; Cieplak, P.; Cornell, W. D.; Kollman, P. A. A Well-behaved Electrostatic Potential Based Method using Charge Restraints for Deriving Atomic Charges-the RESP Model J. Phys. Chem. 1993, 97, 10269-10280 10.1021/j100142a004
    • (1993) J. Phys. Chem. , vol.97 , pp. 10269-10280
    • Bayly, C.I.1    Cieplak, P.2    Cornell, W.D.3    Kollman, P.A.4
  • 33
    • 33748538349 scopus 로고    scopus 로고
    • Automatic Atom type and Bond type Perception in Molecular Mechanical Calculations
    • Wang, J.; Wang, W.; Kollman, P. A.; Case, D. A. Automatic Atom type and Bond type Perception in Molecular Mechanical Calculations J. Mol. Graphics Modell. 2006, 25, 247-260 10.1016/j.jmgm.2005.12.005
    • (2006) J. Mol. Graphics Modell. , vol.25 , pp. 247-260
    • Wang, J.1    Wang, W.2    Kollman, P.A.3    Case, D.A.4
  • 35
    • 2942622288 scopus 로고    scopus 로고
    • Development of an Improved Four-site Water Model for Biomolecular Simulations: TIP4P-Ew
    • Horn, H. W.; Swope, W. C.; Pitera, J. W.; Madura, J. D.; Dick, T. J.; Hura, G. L.; Head-Gordon Development of an Improved Four-site Water Model for Biomolecular Simulations: TIP4P-Ew J. Chem. Phys. 2004, 120, 9665-9678 10.1063/1.1683075
    • (2004) J. Chem. Phys. , vol.120 , pp. 9665-9678
    • Horn, H.W.1    Swope, W.C.2    Pitera, J.W.3    Madura, J.D.4    Dick, T.J.5    Hura, G.L.6    Head-Gordon7
  • 36
    • 0000020246 scopus 로고    scopus 로고
    • A Five-site Model for Liquid Water and the Reproduction of the Density Anomaly by Rigid, Nonpolarizable Potential Functions
    • Mahoney, M. W.; Jorgensen, W. L. A Five-site Model for Liquid Water and the Reproduction of the Density Anomaly by Rigid, Nonpolarizable Potential Functions J. Chem. Phys. 2000, 112, 8910-8922 10.1063/1.481505
    • (2000) J. Chem. Phys. , vol.112 , pp. 8910-8922
    • Mahoney, M.W.1    Jorgensen, W.L.2
  • 37
    • 33646940952 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.; Berendsen, H. J. C. Numerical Integration of the Cartesian Equations of Motion of a System with Constraints: Molecular Dynamics of n-Alkanes J. Comput. Phys. 1977, 23, 327-341 10.1016/0021-9991(77)90098-5
    • (1977) J. Comput. Phys. , vol.23 , pp. 327-341
    • Ryckaert, J.P.1    Ciccotti, G.2    Berendsen, H.J.C.3
  • 38
    • 0029878720 scopus 로고    scopus 로고
    • VMD: Visual Molecular Dynamics
    • Humphrey, W.; Dalke, A.; Schulten, K. VMD: Visual Molecular Dynamics J. Mol. Graphics 1996, 14, 33-38 10.1016/0263-7855(96)00018-5
    • (1996) J. Mol. Graphics , vol.14 , pp. 33-38
    • Humphrey, W.1    Dalke, A.2    Schulten, K.3
  • 39
    • 0001752768 scopus 로고    scopus 로고
    • The Cambridge Structural Database: A Quarter of a Million Crystal Structures and Rising
    • Allen, F. H. The Cambridge Structural Database: A Quarter of a Million Crystal Structures and Rising Acta Crystallogr., Sect. B: Struct. Sci. 2002, 58, 380-388 10.1107/S0108768102003890
    • (2002) Acta Crystallogr., Sect. B: Struct. Sci. , vol.58 , pp. 380-388
    • Allen, F.H.1
  • 40
    • 84857458245 scopus 로고    scopus 로고
    • Molecular Simulation Methods in Drug Discovery: A Prospective Outlook
    • Barril, X.; Luque, F. J. Molecular Simulation Methods in Drug Discovery: A Prospective Outlook J. Comput.-Aided Mol. Des. 2012, 26, 81-86 10.1007/s10822-011-9506-1
    • (2012) J. Comput.-Aided Mol. Des. , vol.26 , pp. 81-86
    • Barril, X.1    Luque, F.J.2


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