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Power transformations improve interpolation of grids for molecular mechanics interaction energies.

David D L Minh
Published in: Journal of computational chemistry (2018)
A common strategy for speeding up molecular docking calculations is to precompute nonbonded interaction energies between a receptor molecule and a set of three-dimensional grids. The grids are then interpolated to compute energies for ligand atoms in many different binding poses. Here, I evaluate a smoothing strategy of taking a power transformation of grid point energies and inverse transformation of the result from trilinear interpolation. For molecular docking poses from 85 protein-ligand complexes, this smoothing procedure leads to significant accuracy improvements, including an approximately twofold reduction in the root mean square error at a grid spacing of 0.4 Å and retaining the ability to rank docking poses even at a grid spacing of 0.7 Å. © 2018 Wiley Periodicals, Inc.
Keyphrases
  • molecular docking
  • density functional theory
  • molecular dynamics simulations
  • molecular dynamics
  • protein protein
  • binding protein
  • minimally invasive
  • amino acid
  • single molecule
  • dna binding