125 research outputs found
Statistical thermodynamic basis in drug-receptor interactions: double annihilation and double decoupling alchemical theories, revisited
Alchemical theory is emerging as a promising tool in the context of molecular
dynamics simulations for drug discovery projects. In this theoretical
contribution, I revisit the statistical mechanics foundation of non covalent
interactions in drug-receptor systems, providing a unifying treatment that
encompasses the most important variants in the alchemical approaches, from the
seminal Double Annihilation Method by Jorgensen and Ravimohan [W.L. Jorgensen
and C. Ravimohan, J. Chem. Phys. 83,3050, 1985], to the Gilson's Double
Decoupling Method [M. K. Gilson and J. A. Given and B. L. Bush and J. A.
McCammon, Biophys. J. 72, 1047 1997] and the Deng and Roux alchemical theory
[Y. Deng and B. Roux, J. Chem. Theory Comput., 2, 1255 2006]. Connections and
differences between the various alchemical approaches are highlighted and
discussed, and finally placed into the broader context of nonequilibrium
thermodynamics.Comment: 25 pages, 4 figure
I. Dissociation free energies of drug-receptor systems: Via non-equilibrium alchemical simulations: A theoretical framework
In this contribution I critically revise the alchemical reversible approach
in the context of the statistical mechanics theory of non covalent bonding in
drug receptor systems. I show that most of the pitfalls and entanglements for
the binding free energies evaluation in computer simulations are rooted in the
equilibrium assumption that is implicit in the reversible method. These
critical issues can be resolved by using a non-equilibrium variant of the
alchemical method in molecular dynamics simulations, relying on the production
of many independent trajectories with a continuous dynamical evolution of an
externally driven alchemical coordinate, completing the decoupling of the
ligand in a matter of few tens of picoseconds rather than nanoseconds. The
absolute binding free energy can be recovered from the annihilation work
distributions by applying an unbiased unidirectional free energy estimate, on
the assumption that any observed work distribution is given by a mixture of
normal distributions, whose components are identical in either direction of the
non-equilibrium process, with weights regulated by the Crooks theorem. I
finally show that the inherent reliability and accuracy of the unidirectional
estimate of the decoupling free energies, based on the production of few
hundreds of non-equilibrium independent sub-nanoseconds unrestrained alchemical
annihilation processes, is a direct consequence of the funnel-like shape of the
free energy surface in molecular recognition. An application of the technique
on a real drug-receptor system is presented in the companion paper.Comment: 34 pages, 4 figure
Calculation of the potential of mean force from nonequilibrium measurements via maximum likelihood estimators
We present an approach to the estimate of the potential of mean force along a
generic reaction coordinate based on maximum likelihood methods and
path-ensemble averages in systems driven far from equilibrium. Following
similar arguments, various free energy estimators can be recovered, all
providing comparable computational accuracy. The method, applied to the
unfolding process of the alpha-helix form of an alanine deca-peptide, gives
results in good agreement with thermodynamic integration.Comment: 9 pages, 3 figures; important changes (figure 2, demonstration of Eq.
16, figure 3 and related discussion); style correction
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