Dynamic undocking and the quasi-bound state as tools for drug discovery

Nat Chem. 2017 Mar;9(3):201-206. doi: 10.1038/nchem.2660. Epub 2016 Nov 14.

Abstract

There is a pressing need for new technologies that improve the efficacy and efficiency of drug discovery. Structure-based methods have contributed towards this goal but they focus on predicting the binding affinity of protein-ligand complexes, which is notoriously difficult. We adopt an alternative approach that evaluates structural, rather than thermodynamic, stability. As bioactive molecules present a static binding mode, we devised dynamic undocking (DUck), a fast computational method to calculate the work necessary to reach a quasi-bound state at which the ligand has just broken the most important native contact with the receptor. This non-equilibrium property is surprisingly effective in virtual screening because true ligands form more-resilient interactions than decoys. Notably, DUck is orthogonal to docking and other 'thermodynamic' methods. We demonstrate the potential of the docking-undocking combination in a fragment screening against the molecular chaperone and oncology target Hsp90, for which we obtain novel chemotypes and a hit rate that approaches 40%.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Drug Discovery*
  • HSP90 Heat-Shock Proteins / antagonists & inhibitors
  • HSP90 Heat-Shock Proteins / chemistry
  • Humans
  • Ligands
  • Molecular Docking Simulation*
  • Molecular Structure
  • Pharmaceutical Preparations / chemical synthesis
  • Pharmaceutical Preparations / chemistry*
  • Thermodynamics

Substances

  • HSP90 Heat-Shock Proteins
  • Ligands
  • Pharmaceutical Preparations