Free enthalpies of replacing water molecules in protein binding pockets

Water molecules in the binding pocket of a protein and their role in ligand binding have increasingly raised interest in recent years. Displacement of such water molecules by ligand atoms can be either favourable or unfavourable for ligand binding depending on the change in free enthalpy. In this study, we investigate the displacement of water molecules by an apolar probe in the binding pocket of two proteins, cyclin-dependent kinase 2 and tRNA-guanine transglycosylase, using the method of enveloping distribution sampling (EDS) to obtain free enthalpy differences. In both cases, a ligand core is placed inside the respective pocket and the remaining water molecules are converted to apolar probes, both individually and in pairs. The free enthalpy difference between a water molecule and a CH3 group at the same location in the pocket in comparison to their presence in bulk solution calculated from EDS molecular dynamics simulations corresponds to the binding free enthalpy of CH3 at this location. From the free enthalpy difference and the enthalpy difference, the entropic contribution of the displacement can be obtained too. The overlay of the resulting occupancy volumes of the water molecules with crystal structures of analogous ligands shows qualitative correlation between experimentally measured inhibition constants and the calculated free enthalpy differences. Thus, such an EDS analysis of the water molecules in the binding pocket may give valuable insight for potency optimization in drug design.

[1]  B. Berne,et al.  Role of the active-site solvent in the thermodynamics of factor Xa ligand binding. , 2008, Journal of the American Chemical Society.

[2]  Philip M. Dean,et al.  Hydration in drug design. 2. Influence of local site surface shape on water binding , 1995, J. Comput. Aided Mol. Des..

[3]  G. Klebe,et al.  High-affinity inhibitors of tRNA-guanine transglycosylase replacing the function of a structural water cluster. , 2009, Chemistry.

[4]  A H Calvert,et al.  Identification of novel purine and pyrimidine cyclin-dependent kinase inhibitors with distinct molecular interactions and tumor cell growth inhibition profiles. , 2000, Journal of medicinal chemistry.

[5]  R. Hockney The potential calculation and some applications , 1970 .

[6]  Markus Christen,et al.  The GROMOS software for biomolecular simulation: GROMOS05 , 2005, J. Comput. Chem..

[7]  Nader Fotouhi,et al.  Discovery of [4-Amino-2-(1-methanesulfonylpiperidin-4-ylamino)pyrimidin-5-yl](2,3-difluoro-6- methoxyphenyl)methanone (R547), a potent and selective cyclin-dependent kinase inhibitor with significant in vivo antitumor activity. , 2006, Journal of medicinal chemistry.

[8]  J. Boer,et al.  Symbols units and nomenclature in physics , 1962 .

[9]  Gerhard Klebe,et al.  How to Replace the Residual Solvation Shell of Polar Active Site Residues to Achieve Nanomolar Inhibition of tRNA‐Guanine Transglycosylase , 2009, ChemMedChem.

[10]  Third Edition,et al.  Quantities, Units and Symbols in Physical Chemistry , 2009 .

[11]  A. Weiss,et al.  I. Mills, T. Cvitaš, K. Homann, N. Kallay, and K. Kuchitsu: Quantities, Units and Symbols in Physical Chemistry, Iupac, Physical Chemistry Division, Blackwell Sci. Publication, Oxford 1988. 134 Seiten, Preis: £ 19.95 , 1989 .

[12]  W. Sherman,et al.  Understanding Kinase Selectivity Through Energetic Analysis of Binding Site Waters , 2010, ChemMedChem.

[13]  Wilfred F van Gunsteren,et al.  Multiple free energies from a single simulation: extending enveloping distribution sampling to nonoverlapping phase-space distributions. , 2008, The Journal of chemical physics.

[14]  M. Gilson,et al.  The statistical-thermodynamic basis for computation of binding affinities: a critical review. , 1997, Biophysical journal.

[15]  Chris de Graaf,et al.  Binding mode prediction of cytochrome p450 and thymidine kinase protein-ligand complexes by consideration of water and rescoring in automated docking. , 2005, Journal of medicinal chemistry.

[16]  T. N. Bhat,et al.  The Protein Data Bank , 2000, Nucleic Acids Res..

[17]  Wilfred F van Gunsteren,et al.  Calculation of relative free energies for ligand-protein binding, solvation, and conformational transitions using the GROMOS software. , 2011, The journal of physical chemistry. B.

[18]  Ricardo L. Mancera,et al.  De novo ligand design with explicit water molecules: an application to bacterial neuraminidase , 2002, J. Comput. Aided Mol. Des..

[19]  James M. Roberts,et al.  Cleavage of p21Cip1/Waf1 and p27Kip1 mediates apoptosis in endothelial cells through activation of Cdk2: role of a caspase cascade. , 1998, Molecular cell.

[20]  Y. Cheng,et al.  Relationship between the inhibition constant (K1) and the concentration of inhibitor which causes 50 per cent inhibition (I50) of an enzymatic reaction. , 1973, Biochemical pharmacology.

[21]  Philip M. Dean,et al.  Hydration in drug design. 1. Multiple hydrogen-bonding features of water molecules in mediating protein-ligand interactions , 1995, J. Comput. Aided Mol. Des..

[22]  C. Sasakawa,et al.  Virulence‐associated chromosomal loci of Shigella flexneri identified by random Tn5 insertion mutagenesis , 1991, Molecular microbiology.

[23]  X. Daura,et al.  Derivation of an improved simple point charge model for liquid water: SPC/A and SPC/L , 2002 .

[24]  Wilfred F van Gunsteren,et al.  Comparison of enveloping distribution sampling and thermodynamic integration to calculate binding free energies of phenylethanolamine N-methyltransferase inhibitors. , 2011, The Journal of chemical physics.

[25]  Wilfred F. van Gunsteren,et al.  A generalized reaction field method for molecular dynamics simulations , 1995 .

[26]  I. Mills,et al.  Quantities, Units and Symbols in Physical Chemistry , 1993 .

[27]  Woody Sherman,et al.  High‐energy water sites determine peptide binding affinity and specificity of PDZ domains , 2009, Protein science : a publication of the Protein Society.

[28]  H. Berendsen,et al.  Molecular dynamics with coupling to an external bath , 1984 .

[29]  Wilfred F van Gunsteren,et al.  Simple, Efficient, and Reliable Computation of Multiple Free Energy Differences from a Single Simulation: A Reference Hamiltonian Parameter Update Scheme for Enveloping Distribution Sampling (EDS). , 2009, Journal of chemical theory and computation.

[30]  Wilfred F. van Gunsteren,et al.  Comparison of three enveloping distribution sampling Hamiltonians for the estimation of multiple free energy differences from a single simulation , 2009, J. Comput. Chem..

[31]  Caterina Barillari,et al.  Classification of water molecules in protein binding sites. , 2007, Journal of the American Chemical Society.

[32]  Markus Christen,et al.  Architecture, implementation and parallelisation of the GROMOS software for biomolecular simulation , 2012, Comput. Phys. Commun..

[33]  Peter M Fischer,et al.  Design, synthesis, and evaluation of 2-methyl- and 2-amino-N-aryl-4,5-dihydrothiazolo[4,5-h]quinazolin-8-amines as ring-constrained 2-anilino-4-(thiazol-5-yl)pyrimidine cyclin-dependent kinase inhibitors. , 2010, Journal of medicinal chemistry.

[34]  M. Gilson,et al.  Calculation of protein-ligand binding affinities. , 2007, Annual review of biophysics and biomolecular structure.

[35]  Woody Sherman,et al.  New hypotheses about the structure–function of proprotein convertase subtilisin/kexin type 9: Analysis of the epidermal growth factor‐like repeat A docking site using WaterMap , 2010, Proteins.

[36]  G. Ciccotti,et al.  Numerical Integration of the Cartesian Equations of Motion of a System with Constraints: Molecular Dynamics of n-Alkanes , 1977 .

[37]  Lingle Wang,et al.  Ligand binding to protein-binding pockets with wet and dry regions , 2011, Proceedings of the National Academy of Sciences.

[38]  Pramod C. Nair,et al.  An Automated Force Field Topology Builder (ATB) and Repository: Version 1.0. , 2011, Journal of chemical theory and computation.

[39]  K Schulten,et al.  VMD: visual molecular dynamics. , 1996, Journal of molecular graphics.

[40]  J. Kirkwood Statistical Mechanics of Fluid Mixtures , 1935 .

[41]  P. A. Harris,et al.  Oxindole-based inhibitors of cyclin-dependent kinase 2 (CDK2): design, synthesis, enzymatic activities, and X-ray crystallographic analysis. , 2001, Journal of medicinal chemistry.

[42]  Wilfred F van Gunsteren,et al.  GROMOS++ Software for the Analysis of Biomolecular Simulation Trajectories. , 2011, Journal of chemical theory and computation.

[43]  Ken A Dill,et al.  Use of the Weighted Histogram Analysis Method for the Analysis of Simulated and Parallel Tempering Simulations. , 2007, Journal of chemical theory and computation.

[44]  L. Johnson,et al.  Probing the ATP ribose-binding domain of cyclin-dependent kinases 1 and 2 with O(6)-substituted guanine derivatives. , 2002, Journal of medicinal chemistry.

[45]  Philip M. Dean,et al.  Hydration in drug design. 3. Conserved water molecules at the ligand-binding sites of homologous proteins , 1995, J. Comput. Aided Mol. Des..

[46]  Chris Oostenbrink,et al.  A biomolecular force field based on the free enthalpy of hydration and solvation: The GROMOS force‐field parameter sets 53A5 and 53A6 , 2004, J. Comput. Chem..

[47]  Richard D. Taylor,et al.  Modeling water molecules in protein-ligand docking using GOLD. , 2005, Journal of medicinal chemistry.

[48]  András Fiser,et al.  ModLoop: automated modeling of loops in protein structures , 2003, Bioinform..

[49]  W. L. Jorgensen,et al.  Energetics of displacing water molecules from protein binding sites: consequences for ligand optimization. , 2009, Journal of the American Chemical Society.

[50]  C L Verlinde,et al.  The role of waters in docking strategies with incremental flexibility for carbohydrate derivatives: heat-labile enterotoxin, a multivalent test case. , 1999, Journal of medicinal chemistry.