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Evaluation of docking procedures reliability in affitins-partners interactions

Affitins constitute a class of small proteins belonging to Sul7d family, which, in microorganisms such as Sulfolobus acidocaldarius, bind DNA preventing its denaturation. Thanks to their stability and small size (60–66 residues in length) they have been considered as ideal candidates for engineering...

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Autores principales: Ranaudo, Anna, Cosentino, Ugo, Greco, Claudio, Moro, Giorgio, Bonardi, Alessandro, Maiocchi, Alessandro, Moroni, Elisabetta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9752850/
https://www.ncbi.nlm.nih.gov/pubmed/36531315
http://dx.doi.org/10.3389/fchem.2022.1074249
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author Ranaudo, Anna
Cosentino, Ugo
Greco, Claudio
Moro, Giorgio
Bonardi, Alessandro
Maiocchi, Alessandro
Moroni, Elisabetta
author_facet Ranaudo, Anna
Cosentino, Ugo
Greco, Claudio
Moro, Giorgio
Bonardi, Alessandro
Maiocchi, Alessandro
Moroni, Elisabetta
author_sort Ranaudo, Anna
collection PubMed
description Affitins constitute a class of small proteins belonging to Sul7d family, which, in microorganisms such as Sulfolobus acidocaldarius, bind DNA preventing its denaturation. Thanks to their stability and small size (60–66 residues in length) they have been considered as ideal candidates for engineering and have been used for more than 10 years now, for different applications. The individuation of a mutant able to recognize a specific target does not imply the knowledge of the binding geometry between the two proteins. However, its identification is of undoubted importance but not always experimentally accessible. For this reason, computational approaches such as protein-protein docking can be helpful for an initial structural characterization of the complex. This method, which produces tens of putative binding geometries ordered according to a binding score, needs to be followed by a further reranking procedure for finding the most plausible one. In the present paper, we use the server ClusPro for generating docking models of affitins with different protein partners whose experimental structures are available in the Protein Data Bank. Then, we apply two protocols for reranking the docking models. The first one investigates their stability by means of Molecular Dynamics simulations; the second one, instead, compares the docking models with the interacting residues predicted by the Matrix of Local Coupling Energies method. Results show that the more efficient way to deal with the reranking problem is to consider the information given by the two protocols together, i.e. employing a consensus approach.
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spelling pubmed-97528502022-12-16 Evaluation of docking procedures reliability in affitins-partners interactions Ranaudo, Anna Cosentino, Ugo Greco, Claudio Moro, Giorgio Bonardi, Alessandro Maiocchi, Alessandro Moroni, Elisabetta Front Chem Chemistry Affitins constitute a class of small proteins belonging to Sul7d family, which, in microorganisms such as Sulfolobus acidocaldarius, bind DNA preventing its denaturation. Thanks to their stability and small size (60–66 residues in length) they have been considered as ideal candidates for engineering and have been used for more than 10 years now, for different applications. The individuation of a mutant able to recognize a specific target does not imply the knowledge of the binding geometry between the two proteins. However, its identification is of undoubted importance but not always experimentally accessible. For this reason, computational approaches such as protein-protein docking can be helpful for an initial structural characterization of the complex. This method, which produces tens of putative binding geometries ordered according to a binding score, needs to be followed by a further reranking procedure for finding the most plausible one. In the present paper, we use the server ClusPro for generating docking models of affitins with different protein partners whose experimental structures are available in the Protein Data Bank. Then, we apply two protocols for reranking the docking models. The first one investigates their stability by means of Molecular Dynamics simulations; the second one, instead, compares the docking models with the interacting residues predicted by the Matrix of Local Coupling Energies method. Results show that the more efficient way to deal with the reranking problem is to consider the information given by the two protocols together, i.e. employing a consensus approach. Frontiers Media S.A. 2022-12-01 /pmc/articles/PMC9752850/ /pubmed/36531315 http://dx.doi.org/10.3389/fchem.2022.1074249 Text en Copyright © 2022 Ranaudo, Cosentino, Greco, Moro, Bonardi, Maiocchi and Moroni. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Chemistry
Ranaudo, Anna
Cosentino, Ugo
Greco, Claudio
Moro, Giorgio
Bonardi, Alessandro
Maiocchi, Alessandro
Moroni, Elisabetta
Evaluation of docking procedures reliability in affitins-partners interactions
title Evaluation of docking procedures reliability in affitins-partners interactions
title_full Evaluation of docking procedures reliability in affitins-partners interactions
title_fullStr Evaluation of docking procedures reliability in affitins-partners interactions
title_full_unstemmed Evaluation of docking procedures reliability in affitins-partners interactions
title_short Evaluation of docking procedures reliability in affitins-partners interactions
title_sort evaluation of docking procedures reliability in affitins-partners interactions
topic Chemistry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9752850/
https://www.ncbi.nlm.nih.gov/pubmed/36531315
http://dx.doi.org/10.3389/fchem.2022.1074249
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