Scoring binding affinity of multiple ligands using implicit solvent and a single molecular dynamics trajectory:: Application to Influenza neuraminidase

被引:32
作者
Bonnet, P [1 ]
Bryce, RA [1 ]
机构
[1] Univ Manchester, Sch Pharm & Pharmaceut Sci, Manchester M13 9PL, Lancs, England
基金
英国惠康基金;
关键词
computer-aided ligand design; MM-PB/SA; MM-GB/SA; binding free energies; molecular dynamics;
D O I
10.1016/j.jmgm.2005.06.003
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
We explore a perturbative approach to calculation of binding free energy of multiple ligands, based on a single molecular dynamics simulation of a reference ligand-receptor complex and analysis via a hybrid force field/continuum model potential. The methodology is applied to prediction of relative binding free energies of 10 Influenza neuraminiclase inhibitors, using Poisson-Boltzmann and generalised Born models of implicit solvent. These single-step MM-PB/SA and MM-GB/SA approaches predict the experimentally most potent ligand as first- or second-ranked according to total binding free energy. Ranking of inhibitors displays only moderate sensitivity to the choice of reference trajectory and ligand partial charge scheme. When ranked according to total electrostatic binding free energy, correlation with experiment improves (r(2) of 0.72); this may be related to underestimated first solvation shell effects by the implicit water models. Therefore, to increase the generality of this single-step approach as part of a potential computational compound optimisation strategy, further development of the treatment of short-range solvent interactions is warranted. (c) 2005 Elsevier Inc. All rights reserved.
引用
收藏
页码:147 / 156
页数:10
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  • [1] NEW METHOD FOR PREDICTING BINDING-AFFINITY IN COMPUTER-AIDED DRUG DESIGN
    AQVIST, J
    MEDINA, C
    SAMUELSSON, JE
    [J]. PROTEIN ENGINEERING, 1994, 7 (03): : 385 - 391
  • [2] Progress toward chemical accuracy in the computer simulation of condensed phase reactions
    Bash, PA
    Ho, LL
    MacKerell, AD
    Levine, D
    Hallstrom, P
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1996, 93 (08) : 3698 - 3703
  • [3] A WELL-BEHAVED ELECTROSTATIC POTENTIAL BASED METHOD USING CHARGE RESTRAINTS FOR DERIVING ATOMIC CHARGES - THE RESP MODEL
    BAYLY, CI
    CIEPLAK, P
    CORNELL, WD
    KOLLMAN, PA
    [J]. JOURNAL OF PHYSICAL CHEMISTRY, 1993, 97 (40) : 10269 - 10280
  • [4] Molecular dynamics and free energy analysis of neuraminidase-ligand interactions
    Bonnet, P
    Bryce, RA
    [J]. PROTEIN SCIENCE, 2004, 13 (04) : 946 - 957
  • [5] Carbohydrate-protein recognition: Molecular dynamics simulations and free energy analysis of oligosaccharide binding to Concanavalin A
    Bryce, RA
    Hillier, IH
    Naismith, JH
    [J]. BIOPHYSICAL JOURNAL, 2001, 81 (03) : 1373 - 1388
  • [6] Case D. A., 1996, AMBER6
  • [7] A 2ND GENERATION FORCE-FIELD FOR THE SIMULATION OF PROTEINS, NUCLEIC-ACIDS, AND ORGANIC-MOLECULES
    CORNELL, WD
    CIEPLAK, P
    BAYLY, CI
    GOULD, IR
    MERZ, KM
    FERGUSON, DM
    SPELLMEYER, DC
    FOX, T
    CALDWELL, JW
    KOLLMAN, PA
    [J]. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 1995, 117 (19) : 5179 - 5197
  • [8] Calculation and prediction of binding free energies for the matrix metalloproteinases
    Donini, OAT
    Kollman, PA
    [J]. JOURNAL OF MEDICINAL CHEMISTRY, 2000, 43 (22) : 4180 - 4188
  • [9] Solvation free energies of peptides: Comparison of approximate continuum solvation models with accurate solution of the Poisson-Boltzmann equation
    Edinger, SR
    Cortis, C
    Shenkin, PS
    Friesner, RA
    [J]. JOURNAL OF PHYSICAL CHEMISTRY B, 1997, 101 (07): : 1190 - 1197
  • [10] A SMOOTH PARTICLE MESH EWALD METHOD
    ESSMANN, U
    PERERA, L
    BERKOWITZ, ML
    DARDEN, T
    LEE, H
    PEDERSEN, LG
    [J]. JOURNAL OF CHEMICAL PHYSICS, 1995, 103 (19) : 8577 - 8593