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Updated: May 21, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
08:49

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis

Published on: June 20, 2025

Accessible high-throughput virtual screening molecular docking software for students and educators.

Reed B Jacob1, Tim Andersen, Owen M McDougal

  • 1Boise State University, Boise, Idaho, United States of America.

Plos Computational Biology
|June 14, 2012
PubMed
Summary
This summary is machine-generated.

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Drug Discovery: Overview01:26

Drug Discovery: Overview

Drug discovery is a multifaceted process involving extensive screening, testing, and optimization of lead compounds to identify potential new drugs for therapeutic use. It combines several approaches, including screening large numbers of natural products, chemical modification of known active molecules, identification of new drug targets, and rational design based on biological mechanisms and drug-receptor structure. These approaches are carried out in both academic research laboratories and...

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This survey reviews affordable, high-throughput virtual screening (HTVS) software for teaching molecular docking in biochemistry and molecular biology courses. These computational tools aid drug discovery education on a budget.

Area of Science:

  • Biochemistry
  • Molecular Biology
  • Computational Chemistry
  • Drug Discovery

Background:

  • Molecular docking is central to drug discovery and essential for biochemistry and molecular biology education.
  • Traditional wet bench experiments for drug discovery are time-consuming and costly.
  • Advances in computing and software have made computational drug discovery accessible for academic settings.

Purpose of the Study:

  • To survey low-cost, high-throughput virtual screening (HTVS) programs suitable for educational purposes.
  • To identify user-friendly software that can demonstrate molecular docking principles to students.
  • To provide instructors with viable computational tools for drug discovery education.

Main Methods:

  • Focused on HTVS programs with graphical user interfaces (GUIs).

Related Experiment Videos

Last Updated: May 21, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
08:49

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis

Published on: June 20, 2025

  • Selected software based on the use of established docking engines like DOCK or AutoDock.
  • Evaluated programs for affordability, proven utility, and cross-platform compatibility.

    • Main Results:

    • Identified DockoMatic, PyRx, DockingServer, and MOLA as suitable HTVS programs.
    • These programs are free or affordable, meeting institutional and non-profit budget constraints.
    • The selected software utilizes reliable docking algorithms and offers user-friendly interfaces.

    Conclusions:

    • Affordable HTVS programs with GUIs can effectively supplement traditional laboratory experiments in teaching molecular docking.
    • These tools democratize computational drug discovery education, making it accessible to a wider range of academic institutions.
    • The surveyed software provides practical solutions for instructors aiming to integrate modern drug discovery techniques into their curriculum.