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DockBench: An Integrated Informatic Platform Bridging the Gap between the Robust Validation of Docking Protocols and Virtual Screening Simulations

Virtual screening (VS) is a computational methodology that streamlines the drug discovery process by reducing costs and required resources through the in silico identification of potential drug candidates. Structure-based VS (SBVS) exploits knowledge about the three-dimensional (3D) structure of pro...

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Autores principales: Cuzzolin, Alberto, Sturlese, Mattia, Malvacio, Ivana, Ciancetta, Antonella, Moro, Stefano, Ragno, Rino
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6272630/
https://www.ncbi.nlm.nih.gov/pubmed/26035098
http://dx.doi.org/10.3390/molecules20069977
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author Cuzzolin, Alberto
Sturlese, Mattia
Malvacio, Ivana
Ciancetta, Antonella
Moro, Stefano
Ragno, Rino
author_facet Cuzzolin, Alberto
Sturlese, Mattia
Malvacio, Ivana
Ciancetta, Antonella
Moro, Stefano
Ragno, Rino
author_sort Cuzzolin, Alberto
collection PubMed
description Virtual screening (VS) is a computational methodology that streamlines the drug discovery process by reducing costs and required resources through the in silico identification of potential drug candidates. Structure-based VS (SBVS) exploits knowledge about the three-dimensional (3D) structure of protein targets and uses the docking methodology as search engine for novel hits. The success of a SBVS campaign strongly depends upon the accuracy of the docking protocol used to select the candidates from large chemical libraries. The identification of suitable protocols is therefore a crucial step in the setup of SBVS experiments. Carrying out extensive benchmark studies, however, is usually a tangled task that requires users’ proficiency in handling different file formats and philosophies at the basis of the plethora of existing software packages. We present here DockBench 1.0, a platform available free of charge that eases the pipeline by automating the entire procedure, from docking benchmark to VS setups. In its current implementation, DockBench 1.0 handles seven docking software packages and offers the possibility to test up to seventeen different protocols. The main features of our platform are presented here and the results of the benchmark study of human Checkpoint kinase 1 (hChk1) are discussed as validation test.
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spelling pubmed-62726302018-12-31 DockBench: An Integrated Informatic Platform Bridging the Gap between the Robust Validation of Docking Protocols and Virtual Screening Simulations Cuzzolin, Alberto Sturlese, Mattia Malvacio, Ivana Ciancetta, Antonella Moro, Stefano Ragno, Rino Molecules Article Virtual screening (VS) is a computational methodology that streamlines the drug discovery process by reducing costs and required resources through the in silico identification of potential drug candidates. Structure-based VS (SBVS) exploits knowledge about the three-dimensional (3D) structure of protein targets and uses the docking methodology as search engine for novel hits. The success of a SBVS campaign strongly depends upon the accuracy of the docking protocol used to select the candidates from large chemical libraries. The identification of suitable protocols is therefore a crucial step in the setup of SBVS experiments. Carrying out extensive benchmark studies, however, is usually a tangled task that requires users’ proficiency in handling different file formats and philosophies at the basis of the plethora of existing software packages. We present here DockBench 1.0, a platform available free of charge that eases the pipeline by automating the entire procedure, from docking benchmark to VS setups. In its current implementation, DockBench 1.0 handles seven docking software packages and offers the possibility to test up to seventeen different protocols. The main features of our platform are presented here and the results of the benchmark study of human Checkpoint kinase 1 (hChk1) are discussed as validation test. MDPI 2015-05-29 /pmc/articles/PMC6272630/ /pubmed/26035098 http://dx.doi.org/10.3390/molecules20069977 Text en © 2015 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cuzzolin, Alberto
Sturlese, Mattia
Malvacio, Ivana
Ciancetta, Antonella
Moro, Stefano
Ragno, Rino
DockBench: An Integrated Informatic Platform Bridging the Gap between the Robust Validation of Docking Protocols and Virtual Screening Simulations
title DockBench: An Integrated Informatic Platform Bridging the Gap between the Robust Validation of Docking Protocols and Virtual Screening Simulations
title_full DockBench: An Integrated Informatic Platform Bridging the Gap between the Robust Validation of Docking Protocols and Virtual Screening Simulations
title_fullStr DockBench: An Integrated Informatic Platform Bridging the Gap between the Robust Validation of Docking Protocols and Virtual Screening Simulations
title_full_unstemmed DockBench: An Integrated Informatic Platform Bridging the Gap between the Robust Validation of Docking Protocols and Virtual Screening Simulations
title_short DockBench: An Integrated Informatic Platform Bridging the Gap between the Robust Validation of Docking Protocols and Virtual Screening Simulations
title_sort dockbench: an integrated informatic platform bridging the gap between the robust validation of docking protocols and virtual screening simulations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6272630/
https://www.ncbi.nlm.nih.gov/pubmed/26035098
http://dx.doi.org/10.3390/molecules20069977
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