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Specific Non-Local Interactions Are Not Necessary for Recovering Native Protein Dynamics

The elastic network model (ENM) is a widely used method to study native protein dynamics by normal mode analysis (NMA). In ENM we need information about all pairwise distances, and the distance between contacting atoms is restrained to the native value. Therefore ENM requires O(N(2)) information to...

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Autores principales: Dasgupta, Bhaskar, Kasahara, Kota, Kamiya, Narutoshi, Nakamura, Haruki, Kinjo, Akira R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3953337/
https://www.ncbi.nlm.nih.gov/pubmed/24625758
http://dx.doi.org/10.1371/journal.pone.0091347
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author Dasgupta, Bhaskar
Kasahara, Kota
Kamiya, Narutoshi
Nakamura, Haruki
Kinjo, Akira R.
author_facet Dasgupta, Bhaskar
Kasahara, Kota
Kamiya, Narutoshi
Nakamura, Haruki
Kinjo, Akira R.
author_sort Dasgupta, Bhaskar
collection PubMed
description The elastic network model (ENM) is a widely used method to study native protein dynamics by normal mode analysis (NMA). In ENM we need information about all pairwise distances, and the distance between contacting atoms is restrained to the native value. Therefore ENM requires O(N(2)) information to realize its dynamics for a protein consisting of N amino acid residues. To see if (or to what extent) such a large amount of specific structural information is required to realize native protein dynamics, here we introduce a novel model based on only O(N) restraints. This model, named the ‘contact number diffusion’ model (CND), includes specific distance restraints for only local (along the amino acid sequence) atom pairs, and semi-specific non-local restraints imposed on each atom, rather than atom pairs. The semi-specific non-local restraints are defined in terms of the non-local contact numbers of atoms. The CND model exhibits the dynamic characteristics comparable to ENM and more correlated with the explicit-solvent molecular dynamics simulation than ENM. Moreover, unrealistic surface fluctuations often observed in ENM were suppressed in CND. On the other hand, in some ligand-bound structures CND showed larger fluctuations of buried protein atoms interacting with the ligand compared to ENM. In addition, fluctuations from CND and ENM show comparable correlations with the experimental B-factor. Although there are some indications of the importance of some specific non-local interactions, the semi-specific non-local interactions are mostly sufficient for reproducing the native protein dynamics.
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spelling pubmed-39533372014-03-18 Specific Non-Local Interactions Are Not Necessary for Recovering Native Protein Dynamics Dasgupta, Bhaskar Kasahara, Kota Kamiya, Narutoshi Nakamura, Haruki Kinjo, Akira R. PLoS One Research Article The elastic network model (ENM) is a widely used method to study native protein dynamics by normal mode analysis (NMA). In ENM we need information about all pairwise distances, and the distance between contacting atoms is restrained to the native value. Therefore ENM requires O(N(2)) information to realize its dynamics for a protein consisting of N amino acid residues. To see if (or to what extent) such a large amount of specific structural information is required to realize native protein dynamics, here we introduce a novel model based on only O(N) restraints. This model, named the ‘contact number diffusion’ model (CND), includes specific distance restraints for only local (along the amino acid sequence) atom pairs, and semi-specific non-local restraints imposed on each atom, rather than atom pairs. The semi-specific non-local restraints are defined in terms of the non-local contact numbers of atoms. The CND model exhibits the dynamic characteristics comparable to ENM and more correlated with the explicit-solvent molecular dynamics simulation than ENM. Moreover, unrealistic surface fluctuations often observed in ENM were suppressed in CND. On the other hand, in some ligand-bound structures CND showed larger fluctuations of buried protein atoms interacting with the ligand compared to ENM. In addition, fluctuations from CND and ENM show comparable correlations with the experimental B-factor. Although there are some indications of the importance of some specific non-local interactions, the semi-specific non-local interactions are mostly sufficient for reproducing the native protein dynamics. Public Library of Science 2014-03-13 /pmc/articles/PMC3953337/ /pubmed/24625758 http://dx.doi.org/10.1371/journal.pone.0091347 Text en © 2014 Dasgupta et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Dasgupta, Bhaskar
Kasahara, Kota
Kamiya, Narutoshi
Nakamura, Haruki
Kinjo, Akira R.
Specific Non-Local Interactions Are Not Necessary for Recovering Native Protein Dynamics
title Specific Non-Local Interactions Are Not Necessary for Recovering Native Protein Dynamics
title_full Specific Non-Local Interactions Are Not Necessary for Recovering Native Protein Dynamics
title_fullStr Specific Non-Local Interactions Are Not Necessary for Recovering Native Protein Dynamics
title_full_unstemmed Specific Non-Local Interactions Are Not Necessary for Recovering Native Protein Dynamics
title_short Specific Non-Local Interactions Are Not Necessary for Recovering Native Protein Dynamics
title_sort specific non-local interactions are not necessary for recovering native protein dynamics
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3953337/
https://www.ncbi.nlm.nih.gov/pubmed/24625758
http://dx.doi.org/10.1371/journal.pone.0091347
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