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Related Concept Videos

Genetic Screens02:46

Genetic Screens

Genetic screens are tools used to identify genes and mutations responsible for phenotypes of interest. Genetic screens help identify individuals or a group of people at risk of developing  genetic diseases and help them with early intervention, targeted therapy, and reproductive options.
Forward genetic screens
Forward or “classical” genetic screens involve creating random mutations in an organism’s DNA using radiation, mutagens, or insertion of additional bases, which result in visible changes...

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Updated: Jun 14, 2026

High-Throughput Screening to Obtain Crystal Hits for Protein Crystallography
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Published on: March 10, 2023

Virtual screening: an endless staircase?

Gisbert Schneider1

  • 1Department of Chemistry and Applied Biosciences, Institute of Pharmaceutical Sciences, Swiss Federal Institute of Technology (ETH) Zurich, Wolfgang-Pauli-Strasse 10, Zurich, Switzerland. gisbert.schneider@pharma.ethz.ch

Nature Reviews. Drug Discovery
|April 2, 2010
PubMed
Summary
This summary is machine-generated.

Virtual screening in drug discovery shows promise but has limited key contributions. Future progress requires addressing current limitations to fully realize its potential in identifying drug candidates.

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Area of Science:

  • Computational chemistry
  • Drug discovery and development

Background:

  • Virtual screening (VS) is a computational chemistry technique used in drug discovery.
  • Numerous software tools exist for VS applications.

Purpose of the Study:

  • To evaluate the current impact and limitations of VS in drug discovery.
  • To identify future directions for enhancing VS potential.

Main Methods:

  • Review of existing literature and case studies on virtual screening applications.
  • Analysis of factors limiting the widespread success of VS in drug discovery projects.

Main Results:

  • Despite established applicability, VS has rarely been the primary driver in successful drug discovery projects.
  • Current limitations hinder the full realization of VS potential in identifying hit and lead compounds.

Conclusions:

  • Virtual screening has not yet reached its peak potential in drug discovery.
  • Addressing current limitations is crucial for significant future progress in leveraging VS for identifying novel therapeutics.