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Molecular dynamics to enhance structure-based virtual screening on cathepsin B

Authors :
Janez Konc
Izidor Sosič
Samo Lešnik
Mitja Ogrizek
Janko Kos
Stanislav Gobec
Dušanka Janežič
Samo Turk
Bojana Mirković
Milan Hodošček
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.

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