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A protocol for CABS-dock protein–peptide docking driven by side-chain contact information

BACKGROUND: The characterization of protein–peptide interactions is a challenge for computational molecular docking. Protein–peptide docking tools face at least two major difficulties: (1) efficient sampling of large-scale conformational changes induced by binding and (2) selection of the best model...

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Autores principales: Kurcinski, Mateusz, Blaszczyk, Maciej, Ciemny, Maciej Pawel, Kolinski, Andrzej, Kmiecik, Sebastian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5568604/
https://www.ncbi.nlm.nih.gov/pubmed/28830545
http://dx.doi.org/10.1186/s12938-017-0363-6
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author Kurcinski, Mateusz
Blaszczyk, Maciej
Ciemny, Maciej Pawel
Kolinski, Andrzej
Kmiecik, Sebastian
author_facet Kurcinski, Mateusz
Blaszczyk, Maciej
Ciemny, Maciej Pawel
Kolinski, Andrzej
Kmiecik, Sebastian
author_sort Kurcinski, Mateusz
collection PubMed
description BACKGROUND: The characterization of protein–peptide interactions is a challenge for computational molecular docking. Protein–peptide docking tools face at least two major difficulties: (1) efficient sampling of large-scale conformational changes induced by binding and (2) selection of the best models from a large set of predicted structures. In this paper, we merge an efficient sampling technique with external information about side-chain contacts to sample and select the best possible models. METHODS: In this paper we test a new protocol that uses information about side-chain contacts in CABS-dock protein–peptide docking. As shown in our recent studies, CABS-dock enables efficient modeling of large-scale conformational changes without knowledge about the binding site. However, the resulting set of binding sites and poses is in many cases highly diverse and difficult to score. RESULTS: As we demonstrate here, information about a single side-chain contact can significantly improve the prediction accuracy. Importantly, the imposed constraints for side-chain contacts are quite soft. Therefore, the developed protocol does not require precise contact information and ensures large-scale peptide flexibility in the broad contact area. CONCLUSIONS: The demonstrated protocol provides the extension of the CABS-dock method that can be practically used in the structure prediction of protein–peptide complexes guided by the knowledge of the binding interface.
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spelling pubmed-55686042017-08-29 A protocol for CABS-dock protein–peptide docking driven by side-chain contact information Kurcinski, Mateusz Blaszczyk, Maciej Ciemny, Maciej Pawel Kolinski, Andrzej Kmiecik, Sebastian Biomed Eng Online Research BACKGROUND: The characterization of protein–peptide interactions is a challenge for computational molecular docking. Protein–peptide docking tools face at least two major difficulties: (1) efficient sampling of large-scale conformational changes induced by binding and (2) selection of the best models from a large set of predicted structures. In this paper, we merge an efficient sampling technique with external information about side-chain contacts to sample and select the best possible models. METHODS: In this paper we test a new protocol that uses information about side-chain contacts in CABS-dock protein–peptide docking. As shown in our recent studies, CABS-dock enables efficient modeling of large-scale conformational changes without knowledge about the binding site. However, the resulting set of binding sites and poses is in many cases highly diverse and difficult to score. RESULTS: As we demonstrate here, information about a single side-chain contact can significantly improve the prediction accuracy. Importantly, the imposed constraints for side-chain contacts are quite soft. Therefore, the developed protocol does not require precise contact information and ensures large-scale peptide flexibility in the broad contact area. CONCLUSIONS: The demonstrated protocol provides the extension of the CABS-dock method that can be practically used in the structure prediction of protein–peptide complexes guided by the knowledge of the binding interface. BioMed Central 2017-08-18 /pmc/articles/PMC5568604/ /pubmed/28830545 http://dx.doi.org/10.1186/s12938-017-0363-6 Text en © The Author(s) 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Kurcinski, Mateusz
Blaszczyk, Maciej
Ciemny, Maciej Pawel
Kolinski, Andrzej
Kmiecik, Sebastian
A protocol for CABS-dock protein–peptide docking driven by side-chain contact information
title A protocol for CABS-dock protein–peptide docking driven by side-chain contact information
title_full A protocol for CABS-dock protein–peptide docking driven by side-chain contact information
title_fullStr A protocol for CABS-dock protein–peptide docking driven by side-chain contact information
title_full_unstemmed A protocol for CABS-dock protein–peptide docking driven by side-chain contact information
title_short A protocol for CABS-dock protein–peptide docking driven by side-chain contact information
title_sort protocol for cabs-dock protein–peptide docking driven by side-chain contact information
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5568604/
https://www.ncbi.nlm.nih.gov/pubmed/28830545
http://dx.doi.org/10.1186/s12938-017-0363-6
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