Related Experiment Video

Updated: Jan 7, 2026

Screening Traditional Chinese Medicine Compounds for Inhibiting UCHL3 Activity Based on Molecular Docking and Deubiquitinating Enzyme Probe Technology
10:25

Screening Traditional Chinese Medicine Compounds for Inhibiting UCHL3 Activity Based on Molecular Docking and Deubiquitinating Enzyme Probe Technology

Published on: November 22, 2024

599

Needle-in-a-haystack approach: rapid screening of PDE1C inhibitors through the combination of machine learning,

Yihuan Zhao1,2,3, Kun Fang4,5,6, Qiandan Yang4,5,6

  • 1Key Laboratory of Basic Pharmacology of Guizhou Province and School of Pharmacy, Zunyi Medical University, Zunyi, 563006, People's Republic of China. zyhws@zmu.edu.cn.

Journal of Computer-Aided Molecular Design
|December 29, 2025
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Machine learningMolecular dockingMolecular dynamicsPDE1C inhibitor

More Related Videos

Author Spotlight: Streamlining Protein Target Prediction and Validation via Molecular Docking and CETSA
10:21

Author Spotlight: Streamlining Protein Target Prediction and Validation via Molecular Docking and CETSA

Published on: February 23, 2024

3.6K
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

1.1K

Related Experiment Videos

Last Updated: Jan 7, 2026

Screening Traditional Chinese Medicine Compounds for Inhibiting UCHL3 Activity Based on Molecular Docking and Deubiquitinating Enzyme Probe Technology
10:25

Screening Traditional Chinese Medicine Compounds for Inhibiting UCHL3 Activity Based on Molecular Docking and Deubiquitinating Enzyme Probe Technology

Published on: November 22, 2024

599
Author Spotlight: Streamlining Protein Target Prediction and Validation via Molecular Docking and CETSA
10:21

Author Spotlight: Streamlining Protein Target Prediction and Validation via Molecular Docking and CETSA

Published on: February 23, 2024

3.6K
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

1.1K

Related Concept Videos

Drug Discovery: Overview01:26

Drug Discovery: Overview

10.9K
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...
10.9K

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

Frailty, Insulin Resistance, and Stroke Risk: A Prospective Cohort Study and Mendelian Randomization Analysis.

Current neurovascular research·2026

Novel Pyrazole-4-carboxamide Derivatives with a Tetrahydroquinoline Skeleton: Promising SDHIs for the Control of Rhizoctonia solani.

Journal of agricultural and food chemistry·2026

The ABI4-SEN1-TRXm1 module integrates ABA and H2S signaling to coordinate redox homeostasis, senescence and plant immunity.

Plant communications·2026

Burden of Encephalitis in Low- and Middle-Income Countries, 1990-2023.

Neuroepidemiology·2026

Membranolytic peptide programs immunogenic cell death for cancer therapy.

Nature·2026

Gelatin/sodium alginate/zinc oxide hydrogel microspheres for pH-triggered berberine release: A novel dual-functional platform with antitumor and antibacterial properties.

International journal of biological macromolecules·2026

Structure-guided identification and experimental validation of NAT10-targeting small molecules in colorectal cancer cells.

Journal of computer-aided molecular design·2026

Docking-score landscapes shape active-learning performance across Vina, Glide, and SILCS.

Journal of computer-aided molecular design·2026

Design, synthesis and multitarget evaluation of cyclopropyl-appended thiohydantoin derivatives as dual cholinesterase and COX inhibitors with antioxidant activity: a combined experimental and computational study.

Journal of computer-aided molecular design·2026

A novel framework for the discovery of MAPK-activated protein kinase 2 (MAPKAPK2) inhibitors using a multi-feature deep learning ensemble.

Journal of computer-aided molecular design·2026

Structure prediction and drug screening targeting monkeypox virus polymerase and surface proteins.

Journal of computer-aided molecular design·2026

Data-driven prediction of hardness and layer behavior in YbSi-mullite-Si environmental barriers.

Journal of computer-aided molecular design·2026

Mass Chlorfenapyr Poisoning: A Family Cluster Case Report.

Journal of emergency nursing·2026

Identification, Structure-Activity Relationship (SAR), and Biological Evaluation of New Chemical Series as Malaria Parasite PfGCN5 Bromodomain Inhibitors.

ACS omega·2026

Influences of 5-Hydroxytryptamine Receptor Agonists on Spermatozoal Hyperactivation and In Vitro Fertilization Success in Mice.

Reproductive medicine and biology·2026

Integrated molecular docking, simulation dynamics and cytotoxicity assays of Desmodium gangeticum-derived phytochemicals for multi-target cancer therapy.

In silico pharmacology·2026

Synthesis, Biological Evaluation, and Molecular Modeling of Novel Pyrimidine Scaffolds as Prospective Anticancer and Antimicrobial Agents.

ChemMedChem·2026

Revisiting molecular descriptors with TDiMS for interpretable intramolecular interactions based on substructure pairs.

Nature computational science·2026
See all related articles
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
Jove
Visualize
Contact Us