The application of WaterMap-guided structure-based virtual screening in novel drug discovery

Expert Opin Drug Discov. 2024 Jan-Jun;19(1):73-83. doi: 10.1080/17460441.2023.2267015. Epub 2024 Jan 8.

Abstract

Introduction: Nowadays, it is widely accepted that water molecules play a key role in binding a ligand to a molecular target. Neglecting water molecules in the process of molecular recognition was the result of several failures of the structure-based drug discovery campaigns. The application of WaterMap, in particular WaterMap-guided molecular docking, enables the reasonably accurate and quick description of the location and energetics of water molecules at the ligand-protein interface.

Areas covered: In this review, the authors shortly discuss the importance of water in drug design and discovery and provide a brief overview of the computational approaches used to predict the solvent-related effects for the purposes of presenting WaterMap in the context of other available techniques and tools. A concise description of WaterMap concept is followed by the presentation of WaterMap-assisted virtual screening literature published between 2013 and 2023.

Expert opinion: In recent years, WaterMap software has been extensively used to support structure-based drug design, in particular structure-based virtual screening. Indeed, it is a useful tool to rescore docking results considering water molecules in the binding pocket. Although WaterMap allows for the consideration of the dynamic behavior of water molecules in the binding site, for best accuracy, its application in conjunction with other techniques such as molecular mechanics-generalized Born surface area of FEP (Free Energy Perturbation) is recommended.

Keywords: Computer-aided drug design; WaterMap; structure-based drug discovery; virtual screening; water in drug design.

Publication types

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

MeSH terms

  • Binding Sites
  • Drug Design*
  • Drug Discovery* / methods
  • Humans
  • Ligands
  • Molecular Docking Simulation
  • Water / chemistry

Substances

  • Ligands
  • Water