A comparative study of binding affinities for 6,7-dimethoxy-4-pyrrolidylquinazolines as phosphodiesterase 10A inhibitors using the linear interaction energy method

J Mol Graph Model. 2015 Sep:61:44-52. doi: 10.1016/j.jmgm.2015.06.010. Epub 2015 Jun 29.

Abstract

The linear interaction energy (LIE) method was used to estimate the free energies of binding for a set of 27 pyrrolidylquinazoline derivatives as phosphodiesterase 10A inhibitors. Twenty-six X-ray crystal structures of phosphodiesterase 10A and two sampling methods, minimization and Hybrid Monte Carlo, were used to assess the affinity models based on the linear interaction energies. The best model was obtained based on the parameters α=0.16 and β=0.04, which represent non-polar and polar interactions, respectively, with a root mean square error (RMSE) of 0.42kcal/mol (R(2)=0.71) and 0.52kcal/mol (R(2)=0.86) for the training and test sets, respectively. In addition, the applicability domain of the model was investigated. After validation of the models, the best model was subsequently used in a virtual screening process, which resulted in a set of optimized compounds. The models developed in this study could be useful as filter for virtual screening and lead optimization processes for phosphodiesterase 10A drug developments.

Keywords: Binding affinity; Linear interaction energy; Phosphodiesterase 10A; Pyrrolidylquinazoline; Schizophrenia; Virtual screening and applicability domain.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Amino Acid Motifs
  • Antipsychotic Agents / chemistry*
  • Binding Sites
  • Crystallography, X-Ray
  • High-Throughput Screening Assays
  • Humans
  • Kinetics
  • Ligands
  • Molecular Docking Simulation*
  • Molecular Sequence Data
  • Monte Carlo Method
  • Phosphodiesterase Inhibitors / chemistry*
  • Phosphoric Diester Hydrolases / chemistry*
  • Protein Binding
  • Protein Structure, Secondary
  • Protein Structure, Tertiary
  • Pyrrolidines / chemistry*
  • Quinazolines / chemistry*
  • Structure-Activity Relationship
  • Thermodynamics
  • User-Computer Interface

Substances

  • Antipsychotic Agents
  • Ligands
  • Phosphodiesterase Inhibitors
  • Pyrrolidines
  • Quinazolines
  • PDE10A protein, human
  • Phosphoric Diester Hydrolases