Abstract
All-atom molecular dynamics computer simulations were used to blindly predict the hydration free energies of a range of chloro-organic compounds as part of the SAMPL3 challenge. All compounds were parameterized within the framework of the OPLS-AA force field, using an established protocol to compute the absolute hydration free energy via a windowed free energy perturbation approach and thermodynamic integration. Three different approaches to deriving partial charge parameters were pursued: (1) using existing OPLS-AA atom types and charges with minor adjustments of partial charges on equivalent connecting atoms; (2) calculation of quantum mechanical charges via geometry optimization, followed by electrostatic potential (ESP) fitting, using Jaguar at the LMP2/cc-pVTZ(-F) level; and (3) via geometry optimization and CHelpG charges (Gaussian03 at the HF/6-31G* level), followed by two-stage RESP fitting. Protocol 3 generated the most accurate predictions with a root mean square (RMS) error of 1.2 kcal mol-1 for the entire data set. It was found that the deficiency of the standard OPLS-AA parameters, protocol 1 (RMS error 2.4 kcal moL-1 overall), was mostly due to compounds with more than three chlorine substituents on an aromatic ring. For this latter subset, the RMS errors were 1.4 kcal mol-1 (protocol 3) and 4.3 kcal moL -1 (protocol 1), respectively. We propose new OPLS-AA atom types for aromatic carbon and chlorine atoms in rings with ≥4 Cl-substituents that perform better than the best QM-based approach, resulting in an RMS error of 1.2 kcal mol-1 for these difficult compounds.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 635-645 |
| Number of pages | 11 |
| Journal | Journal of Computer-Aided Molecular Design |
| Volume | 26 |
| Issue number | 5 |
| DOIs | |
| State | Published - May 2012 |
Keywords
- Free energy perturbation
- Hydration free energy
- Ligand parameterization
- Molecular dynamics
- OPLS-AA force field
- Thermodynamic integration
ASJC Scopus subject areas
- Drug Discovery
- Computer Science Applications
- Physical and Theoretical Chemistry
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