Thermodynamic integration to predict host-guest binding affinities

An alchemical free energy method with explicit solvent molecular dynamics simulations was applied as part of the blind prediction contest SAMPL3 to calculate binding free energies for seven guests to an acyclic cucurbit-[n]uril host. The predictions included determination of protonation states for both host and guests, docking pose generation, and binding free energy calculations using thermodynamic integration. We found a root mean square error (RMSE) of $$3.6\,\hbox{kcal}\,\hbox{mol}^{-1}$$ from the reference experimental results, with an R2 correlation of 0.51. The agreement with experiment for the largest contributor to this error, guest 6, is improved by $$1.7\,\hbox{kcal}\,\hbox{mol}^{-1}$$ when a periodicity-induced free energy correction is applied. The corrections for the other ligands were significantly smaller, and altogether the RMSE was reduced by $$0.4 \,\hbox{kcal}\,\hbox{mol}^{-1}$$. We link properties of the host-guest systems during simulation to errors in the computed free energies. Overall, we show that charged host-guest systems studied here, initialized in unconfirmed docking poses, present a challenge to accurate alchemical simulation methods.

[1]  Christophe Chipot,et al.  Good practices in free-energy calculations. , 2010, The journal of physical chemistry. B.

[2]  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.

[3]  H. C. Andersen Rattle: A “velocity” version of the shake algorithm for molecular dynamics calculations , 1983 .

[4]  Stefan Boresch,et al.  Absolute Binding Free Energies: A Quantitative Approach for Their Calculation , 2003 .

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

[6]  J. Åqvist,et al.  Ion-water interaction potentials derived from free energy perturbation simulations , 1990 .

[7]  Matthew P. Repasky,et al.  Extra precision glide: docking and scoring incorporating a model of hydrophobic enclosure for protein-ligand complexes. , 2006, Journal of medicinal chemistry.

[8]  Wilfred F. van Gunsteren,et al.  Computation of free energy , 2002 .

[9]  T. Straatsma,et al.  Separation‐shifted scaling, a new scaling method for Lennard‐Jones interactions in thermodynamic integration , 1994 .

[10]  W. L. Jorgensen,et al.  Comparison of simple potential functions for simulating liquid water , 1983 .

[11]  Junmei Wang,et al.  Junmei Wang, Romain M. Wolf, James W. Caldwell, Peter A. Kollman, and David A. Case, "Development and testing of a general amber force field"Journal of Computational Chemistry(2004) 25(9) 1157–1174 , 2005, J. Comput. Chem..

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

[13]  Laxmikant V. Kalé,et al.  Scalable molecular dynamics with NAMD , 2005, J. Comput. Chem..

[14]  Matthew P. Repasky,et al.  Glide: a new approach for rapid, accurate docking and scoring. 1. Method and assessment of docking accuracy. , 2004, Journal of medicinal chemistry.

[15]  B. Brooks,et al.  Constant pressure molecular dynamics simulation: The Langevin piston method , 1995 .

[16]  James Andrew McCammon,et al.  Ligand-receptor interactions , 1984, Comput. Chem..

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

[18]  Junmei Wang,et al.  Development and testing of a general amber force field , 2004, J. Comput. Chem..

[19]  J. Mccammon,et al.  Ewald artifacts in computer simulations of ionic solvation and ion–ion interaction: A continuum electrostatics study , 1999 .

[20]  Yi Wang,et al.  Effects of Biomolecular Flexibility on Alchemical Calculations of Absolute Binding Free Energies. , 2011, Journal of chemical theory and computation.

[21]  T. Straatsma,et al.  Free energy of ionic hydration: Analysis of a thermodynamic integration technique to evaluate free energy differences by molecular dynamics simulations , 1988 .

[22]  Carsten Kutzner,et al.  GROMACS 4:  Algorithms for Highly Efficient, Load-Balanced, and Scalable Molecular Simulation. , 2008, Journal of chemical theory and computation.

[23]  Michael R. Shirts,et al.  Direct calculation of the binding free energies of FKBP ligands. , 2005, The Journal of chemical physics.

[24]  P. Kollman,et al.  Settle: An analytical version of the SHAKE and RATTLE algorithm for rigid water models , 1992 .

[25]  W. L. Jorgensen The Many Roles of Computation in Drug Discovery , 2004, Science.

[26]  P. Kollman,et al.  A Second Generation Force Field for the Simulation of Proteins, Nucleic Acids, and Organic Molecules , 1995 .

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

[28]  Ignacio J General A Note on the Standard State's Binding Free Energy. , 2010, Journal of chemical theory and computation.

[29]  Wilfred F van Gunsteren,et al.  Computational Analysis of the Mechanism and Thermodynamics of Inhibition of Phosphodiesterase 5A by Synthetic Ligands. , 2007, Journal of chemical theory and computation.

[30]  D. Beveridge,et al.  Free energy via molecular simulation: applications to chemical and biomolecular systems. , 1989, Annual review of biophysics and biophysical chemistry.

[31]  Peter A. Kollman,et al.  FREE ENERGY CALCULATIONS : APPLICATIONS TO CHEMICAL AND BIOCHEMICAL PHENOMENA , 1993 .

[32]  Hege S. Beard,et al.  Glide: a new approach for rapid, accurate docking and scoring. 2. Enrichment factors in database screening. , 2004, Journal of medicinal chemistry.

[33]  Donald Hamelberg,et al.  Standard free energy of releasing a localized water molecule from the binding pockets of proteins: double-decoupling method. , 2004, Journal of the American Chemical Society.

[34]  Michael K Gilson,et al.  Host-guest complexes with protein-ligand-like affinities: computational analysis and design. , 2009, Journal of the American Chemical Society.

[35]  T. Darden,et al.  Particle mesh Ewald: An N⋅log(N) method for Ewald sums in large systems , 1993 .

[36]  J. Andrew McCammon,et al.  Independent-Trajectories Thermodynamic-Integration Free-Energy Changes for Biomolecular Systems: Determinants of H5N1 Avian Influenza Virus Neuraminidase Inhibition by Peramivir , 2009, Journal of chemical theory and computation.

[37]  Lyle Isaacs,et al.  Acyclic cucurbit[n]uril congeners are high affinity hosts. , 2010, The Journal of organic chemistry.

[38]  Wilfred F. van Gunsteren,et al.  Basic ingredients of free energy calculations: A review , 2009, J. Comput. Chem..

[39]  E. Carlstein The Use of Subseries Values for Estimating the Variance of a General Statistic from a Stationary Sequence , 1986 .