Abstract

Classical nonpolarizable models, normally based on a combination of Lennard-Jones sites and point charges, are extensively used to model thermodynamic properties of fluids, including solvation. An important shortcoming of these models is that they do not explicitly account for polarization effects, i.e., a description of how the electron density responds to changes in the molecular environment. Instead, polarization is implicitly included, in a mean-field sense, into the parameters of the model, usually by fitting to pure liquid properties (e.g., density). This causes problems when trying to describe thermodynamic properties that involve a change of phase (e.g., enthalpy of vaporization), that directly depend on the electronic response of the medium (e.g., dielectric constant), and that require mixing or solvation in different media (e.g., solvation free energies). Fully polarizable models present a natural route for addressing these limitations but at the price of a much higher computational cost. In this work, we combine the best of those two approaches by running fast simulations using nonpolarizable models and applying post facto corrections to the computed properties in order to account for the effects of polarization. By applying this new paradigm, a new united-atom force field for alcohols is developed that is able to predict both pure liquid properties, including dielectric constant, and solvation free energies in different solvents with a high degree of accuracy. This paves the way for the development of a generic classical nonpolarizable force field that can predict solvation of drug-like molecules in a variety of solvents.

Highlights

  • Solubility is a very important property in the manufacture and formulation of drugs.[1]

  • We focus only on properties for which polarization corrections are required, i.e., phase change properties and the dielectric constant

  • We have proposed a new nonpolarizable force field for alcohols that was parametrized taking into consideration polarization effects

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Summary

Introduction

Solubility is a very important property in the manufacture and formulation of drugs.[1]. About 40% of drugs in the market and nearly 90% of drugs in development are poorly water soluble.[2] Cosolvents can be used to enhance the solubility of nonpolar solutes by several orders of magnitude. These compounds commonly contain both hydrogen-bonding groups, which interact strongly with water, and nonhydrogen-bonding groups. Apart from their practical importance as solvents, alcohols are interesting from a fundamental point of view,[7−9] as they are the simplest molecules that combine a hydrophobic moiety with a hydrogen-bonding functional group

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