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Development of a group contribution method for estimating free energy of peptides in a dodecane-water system via molecular dynamic simulations

BACKGROUND: Calculation of the Gibbs free energy changes of biological molecules at the oil-water interface is commonly performed with Molecular Dynamics simulations (MD). It is a process that could be performed repeatedly in order to find some molecules of high stability in this medium. Here, an al...

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Autores principales: Mora Osorio, Camilo Andrés, González Barrios, Andrés Fernando
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5142407/
https://www.ncbi.nlm.nih.gov/pubmed/27927167
http://dx.doi.org/10.1186/s12859-016-1399-5
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author Mora Osorio, Camilo Andrés
González Barrios, Andrés Fernando
author_facet Mora Osorio, Camilo Andrés
González Barrios, Andrés Fernando
author_sort Mora Osorio, Camilo Andrés
collection PubMed
description BACKGROUND: Calculation of the Gibbs free energy changes of biological molecules at the oil-water interface is commonly performed with Molecular Dynamics simulations (MD). It is a process that could be performed repeatedly in order to find some molecules of high stability in this medium. Here, an alternative method of calculation has been proposed: a group contribution method (GCM) for peptides based on MD of the twenty classic amino acids to obtain free energy change during the insertion of any peptide chain in water-dodecane interfaces. Multiple MD of the twenty classic amino acids located at the interface of rectangular simulation boxes with a dodecane-water medium were performed. RESULTS: A GCM to calculate the free energy of entire peptides is then proposed. The method uses the summation of the Gibbs free energy of each amino acid adjusted in function of its presence or absence in the chain as well as its hydrophobic characteristics. CONCLUSION: Validation of the equation was performed with twenty-one peptides all simulated using MD in dodecane-water rectangular boxes in previous work, obtaining an average relative error of 16%. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-016-1399-5) contains supplementary material, which is available to authorized users.
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spelling pubmed-51424072016-12-15 Development of a group contribution method for estimating free energy of peptides in a dodecane-water system via molecular dynamic simulations Mora Osorio, Camilo Andrés González Barrios, Andrés Fernando BMC Bioinformatics Research Article BACKGROUND: Calculation of the Gibbs free energy changes of biological molecules at the oil-water interface is commonly performed with Molecular Dynamics simulations (MD). It is a process that could be performed repeatedly in order to find some molecules of high stability in this medium. Here, an alternative method of calculation has been proposed: a group contribution method (GCM) for peptides based on MD of the twenty classic amino acids to obtain free energy change during the insertion of any peptide chain in water-dodecane interfaces. Multiple MD of the twenty classic amino acids located at the interface of rectangular simulation boxes with a dodecane-water medium were performed. RESULTS: A GCM to calculate the free energy of entire peptides is then proposed. The method uses the summation of the Gibbs free energy of each amino acid adjusted in function of its presence or absence in the chain as well as its hydrophobic characteristics. CONCLUSION: Validation of the equation was performed with twenty-one peptides all simulated using MD in dodecane-water rectangular boxes in previous work, obtaining an average relative error of 16%. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-016-1399-5) contains supplementary material, which is available to authorized users. BioMed Central 2016-12-07 /pmc/articles/PMC5142407/ /pubmed/27927167 http://dx.doi.org/10.1186/s12859-016-1399-5 Text en © The Author(s). 2016 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 Article
Mora Osorio, Camilo Andrés
González Barrios, Andrés Fernando
Development of a group contribution method for estimating free energy of peptides in a dodecane-water system via molecular dynamic simulations
title Development of a group contribution method for estimating free energy of peptides in a dodecane-water system via molecular dynamic simulations
title_full Development of a group contribution method for estimating free energy of peptides in a dodecane-water system via molecular dynamic simulations
title_fullStr Development of a group contribution method for estimating free energy of peptides in a dodecane-water system via molecular dynamic simulations
title_full_unstemmed Development of a group contribution method for estimating free energy of peptides in a dodecane-water system via molecular dynamic simulations
title_short Development of a group contribution method for estimating free energy of peptides in a dodecane-water system via molecular dynamic simulations
title_sort development of a group contribution method for estimating free energy of peptides in a dodecane-water system via molecular dynamic simulations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5142407/
https://www.ncbi.nlm.nih.gov/pubmed/27927167
http://dx.doi.org/10.1186/s12859-016-1399-5
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