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Molecular dynamics to enhance structure-based virtual screening on cathepsin B
- Source :
- Journal of Computer-Aided Molecular Design. 29:707-712
- Publication Year :
- 2015
- Publisher :
- Springer Science and Business Media LLC, 2015.
-
Abstract
- Molecular dynamics (MD) and molecular docking are commonly used to study molecular interactions in drug discovery. Most docking approaches consider proteins as rigid, which can decrease the accuracy of predicted docked poses. Therefore MD simulations can be used prior to docking to add flexibility to proteins. We evaluated the contribution of using MD together with docking in a docking study on human cathepsin B, a well-studied protein involved in numerous pathological processes. Using CHARMM biomolecular simulation program and AutoDock Vina molecular docking program, we found, that short MD simulations significantly improved molecular docking. Our results, expressed with the area under the receiver operating characteristic curves, show an increase in discriminatory power i.e. the ability to discriminate active from inactive compounds of molecular docking, when docking is performed to selected snapshots from MD simulations.
- Subjects :
- Lead Finder
Virtual screening
Protein Conformation
Chemistry
Drug discovery
Drug Evaluation, Preclinical
Computational biology
Molecular Dynamics Simulation
Molecular Docking Simulation
Cathepsin B
Computer Science Applications
Small Molecule Libraries
Molecular dynamics
ROC Curve
Protein–ligand docking
Docking (molecular)
Computational chemistry
Searching the conformational space for docking
Drug Discovery
Humans
Physical and Theoretical Chemistry
Subjects
Details
- ISSN :
- 15734951 and 0920654X
- Volume :
- 29
- Database :
- OpenAIRE
- Journal :
- Journal of Computer-Aided Molecular Design
- Accession number :
- edsair.doi.dedup.....d3e0d06768f058ac06fc584df244fc60
- Full Text :
- https://doi.org/10.1007/s10822-015-9847-2