Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Virtual Work01:20

Virtual Work

1.4K
The principle of virtual work states that if a body is in static and dynamic equilibrium, then the sum of all the virtual work done by all external forces and couple moments for any given virtual displacement must be zero.
In static equilibrium, a body can experience an imaginary or virtual movement, such as displacement or rotation. The virtual work done by a force is equal to the dot product of force and virtual displacement in the direction of the force. When it comes to virtually rotating a...
1.4K
Molecules and Compounds02:38

Molecules and Compounds

68.4K
Atoms and Molecules
68.4K
Structure of Lipids03:38

Structure of Lipids

98.5K
Lipids include a diverse group of compounds that are largely nonpolar in nature. This is because they are hydrocarbons that include mostly nonpolar carbon-carbon or carbon-hydrogen bonds. Non-polar molecules are hydrophobic (“water fearing”), or insoluble in water. Lipids perform many different functions in a cell. Cells store energy for long-term use in the form of fats. Lipids also provide insulation from the environment for plants and animals. For example, they help keep aquatic...
98.5K
Principle of Virtual Work: Problem Solving01:13

Principle of Virtual Work: Problem Solving

1.6K
The principle of virtual work is an essential concept in the field of mechanics and engineering. This is used to solve problems related to the equilibrium of a structure or system. It is based on the assumption that if a system is in equilibrium, the work done by all the forces during a virtual displacement is zero. This principle is applied by considering virtual displacements of the system and the corresponding work done by internal and external forces.
To apply the principle of virtual work,...
1.6K
RNA Structure01:23

RNA Structure

78.9K
Overview
The basic structure of RNA consists of a five-carbon sugar and one of four nitrogenous bases. Although most RNA is single-stranded, it can form complex secondary and tertiary structures. Such structures play essential roles in the regulation of transcription and translation.
Different Types of RNA Have the Same Basic Structure
There are three main types of ribonucleic acid (RNA): messenger RNA (mRNA), transfer RNA (tRNA), and ribosomal RNA (rRNA). All three RNA types consist of a...
78.9K
Sinusoidal Sources01:18

Sinusoidal Sources

1.1K
Direct current (DC) refers to an electric current that flows in a single direction, maintaining a constant polarity. This is in contrast to alternating current (AC), which periodically changes its direction and magnitude. AC forms the backbone of modern electricity transmission and distribution systems due to its efficient long-distance transmission capabilities.
In homes, the power supplies use sinusoidal sources to provide electricity. These sources generate a voltage that varies sinusoidally...
1.1K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Focused ultrasound-induced cavitation in a human brain microphysiological system produces injury signaling biomarkers consistent with blast trauma.

npj biomedical innovations·2026
Same author

Precision fragment addition: domain-specific DeepFrag2 models for smarter lead optimization.

Digital discovery·2026
Same author

CENsible: Interpretable Insights into Small-Molecule Binding with Context Explanation Networks.

Journal of chemical information and modeling·2024
Same author

MolModa: accessible and secure molecular docking in a web browser.

Nucleic acids research·2024
Same author

Genome mining yields putative disease-associated ROMK variants with distinct defects.

PLoS genetics·2023
Same author

Worth the Weight: Sub-Pocket EXplorer (SubPEx), a Weighted Ensemble Method to Enhance Binding-Pocket Conformational Sampling.

Journal of chemical theory and computation·2023
Same journal

Unified heterogeneity-aware benchmark of drug synergy prediction: a cross-study analysis of traditional machine learning and graph deep learning models.

Journal of cheminformatics·2026
Same journal

Count your bits: fingerprint benchmarking to assess broad chemical space representation.

Journal of cheminformatics·2026
Same journal

Sampling out-of-distribution chemical spaces via Bayesian flow.

Journal of cheminformatics·2026
Same journal

Hold on tight: the kinetic profiling of opioid receptor ligands using the CORAL-MD.

Journal of cheminformatics·2026
Same journal

Transformer-accelerated discovery of inhibitors targeting the RpsA<sub>Δ438</sub> deletion in PZA-resistant tuberculosis.

Journal of cheminformatics·2026
Same journal

DICL: a manually curated database of ion channels and ligands as a useful platform for drug discovery targeting ion channels.

Journal of cheminformatics·2026
See all related articles

Related Experiment Video

Updated: Jan 24, 2026

Large Scale Zebrafish-Based In vivo Small Molecule Screen
07:03

Large Scale Zebrafish-Based In vivo Small Molecule Screen

Published on: December 30, 2010

14.1K

Gypsum-DL: an open-source program for preparing small-molecule libraries for structure-based virtual screening.

Patrick J Ropp1, Jacob O Spiegel1, Jennifer L Walker1

  • 1Department of Biological Sciences, University of Pittsburgh, Pittsburgh, PA, 15260, USA.

Journal of Cheminformatics
|May 26, 2019
PubMed
Summary
This summary is machine-generated.

Gypsum-DL is a new, free, open-source program for preparing 3D small-molecule models for virtual screening. It accurately generates diverse molecular forms, improving drug discovery efficiency.

Keywords:
3D structure generationChemical biologyComputational biologyComputer-aided drug discoverySmall-molecule librariesVirtual screening

More Related Videos

Mating-based Overexpression Library Screening in Yeast
11:39

Mating-based Overexpression Library Screening in Yeast

Published on: July 6, 2018

8.2K
Mobile Game-based Virtual Reality Program for Upper Extremity Stroke Rehabilitation
05:52

Mobile Game-based Virtual Reality Program for Upper Extremity Stroke Rehabilitation

Published on: March 8, 2018

19.7K

Related Experiment Videos

Last Updated: Jan 24, 2026

Large Scale Zebrafish-Based In vivo Small Molecule Screen
07:03

Large Scale Zebrafish-Based In vivo Small Molecule Screen

Published on: December 30, 2010

14.1K
Mating-based Overexpression Library Screening in Yeast
11:39

Mating-based Overexpression Library Screening in Yeast

Published on: July 6, 2018

8.2K
Mobile Game-based Virtual Reality Program for Upper Extremity Stroke Rehabilitation
05:52

Mobile Game-based Virtual Reality Program for Upper Extremity Stroke Rehabilitation

Published on: March 8, 2018

19.7K

Area of Science:

  • Computational chemistry
  • Cheminformatics
  • Drug discovery

Background:

  • Structure-based virtual screening requires accurate 3D ligand models.
  • Existing commercial software has licensing restrictions.
  • Free alternatives often lack comprehensive tautomeric and isomeric form generation.

Purpose of the Study:

  • Introduce Gypsum-DL, a free, open-source program for virtual library preparation.
  • Address limitations of existing software in generating diverse molecular forms.
  • Enhance the accuracy of computational drug discovery methods.

Main Methods:

  • Gypsum-DL accepts virtual compound libraries (SMILES or SDF format).
  • It enumerates ionization, tautomeric, isomeric, and ring-conformational variants.
  • Generates 3D coordinates for each molecular form in SDF format.

Main Results:

  • Processed 1558 molecules from NCI Diversity Set VI and 56,608 from a D3 library.
  • Demonstrated improved virtual screening pose prediction using PDBBind complexes.
  • Gypsum-DL successfully generated diverse molecular forms for large virtual libraries.

Conclusions:

  • Gypsum-DL provides a robust, free solution for preparing 3D small-molecule models.
  • The program enhances the quality and diversity of input for virtual screening.
  • Gypsum-DL facilitates more accurate computational drug discovery and pose prediction.