Charting a Path to Success in Virtual Screening

Molecules. 2015 Oct 15;20(10):18732-58. doi: 10.3390/molecules201018732.

Abstract

Docking is commonly applied to drug design efforts, especially high-throughput virtual screenings of small molecules, to identify new compounds that bind to a given target. Despite great advances and successful applications in recent years, a number of issues remain unsolved. Most of the challenges and problems faced when running docking experiments are independent of the specific software used, and can be ascribed to either improper input preparation or to the simplified approaches applied to achieve high-throughput speed. Being aware of approximations and limitations of such methods is essential to prevent errors, deal with misleading results, and increase the success rate of virtual screening campaigns. In this review, best practices and most common issues of docking and virtual screening will be discussed, covering the journey from the design of the virtual experiment to the hit identification.

Keywords: docking; drug design; molecular modeling; virtual screening.

Publication types

  • Research Support, N.I.H., Extramural
  • Review

MeSH terms

  • Binding Sites
  • Crystallography, X-Ray
  • Drug Design
  • High-Throughput Screening Assays
  • Humans
  • Ligands
  • Molecular Docking Simulation*
  • Protein Binding
  • Proteins / agonists
  • Proteins / antagonists & inhibitors
  • Proteins / chemistry*
  • Protons*
  • Small Molecule Libraries / chemical synthesis
  • Small Molecule Libraries / chemistry*
  • Software*
  • Static Electricity
  • Stereoisomerism
  • Structure-Activity Relationship
  • User-Computer Interface

Substances

  • Ligands
  • Proteins
  • Protons
  • Small Molecule Libraries