Towards coarse-grained modelling of proteins

This paper introduces a basic theoretical background to the description of conformational dynamics of proteins through a system of interacting domains. The essential collective degrees of freedom derived by principal component analysis of a molecular dynamics trajectory are used as dynamic variables...

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Main Author: M.Stepanova
Format: Article
Language:English
Published: Institute for Condensed Matter Physics 2007-09-01
Series:Condensed Matter Physics
Subjects:
Online Access:http://dx.doi.org/10.5488/CMP.10.3.441
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spelling doaj-9948fc2cd97d49c3ab7c753513e8443f2020-11-24T20:42:22ZengInstitute for Condensed Matter PhysicsCondensed Matter Physics1607-324X2007-09-01103441Towards coarse-grained modelling of proteinsM.StepanovaThis paper introduces a basic theoretical background to the description of conformational dynamics of proteins through a system of interacting domains. The essential collective degrees of freedom derived by principal component analysis of a molecular dynamics trajectory are used as dynamic variables defining the projection operator technique that underlies the formalism suggested. The explicit form of the corresponding projection operator is obtained, and the projection method is employed to derive systems of coupled generalized Langevin equations for both individual atomic degrees of freedom and essential collective degrees of freedom in a protein. A definition of correlated domains in proteins is introduced based on the analysis of the essential dynamics. Examples of identification of such domains are presented. A system of coupled generalized Langevin equations is derived representing the protein through a few interacting domains embedded into a dissipative medium. Further developments and potential applications of the formalism are outlined.http://dx.doi.org/10.5488/CMP.10.3.441protein dynamicsconformational changestheory andmodellingprojection operatorprincipal component analysis
collection DOAJ
language English
format Article
sources DOAJ
author M.Stepanova
spellingShingle M.Stepanova
Towards coarse-grained modelling of proteins
Condensed Matter Physics
protein dynamics
conformational changes
theory andmodelling
projection operator
principal component analysis
author_facet M.Stepanova
author_sort M.Stepanova
title Towards coarse-grained modelling of proteins
title_short Towards coarse-grained modelling of proteins
title_full Towards coarse-grained modelling of proteins
title_fullStr Towards coarse-grained modelling of proteins
title_full_unstemmed Towards coarse-grained modelling of proteins
title_sort towards coarse-grained modelling of proteins
publisher Institute for Condensed Matter Physics
series Condensed Matter Physics
issn 1607-324X
publishDate 2007-09-01
description This paper introduces a basic theoretical background to the description of conformational dynamics of proteins through a system of interacting domains. The essential collective degrees of freedom derived by principal component analysis of a molecular dynamics trajectory are used as dynamic variables defining the projection operator technique that underlies the formalism suggested. The explicit form of the corresponding projection operator is obtained, and the projection method is employed to derive systems of coupled generalized Langevin equations for both individual atomic degrees of freedom and essential collective degrees of freedom in a protein. A definition of correlated domains in proteins is introduced based on the analysis of the essential dynamics. Examples of identification of such domains are presented. A system of coupled generalized Langevin equations is derived representing the protein through a few interacting domains embedded into a dissipative medium. Further developments and potential applications of the formalism are outlined.
topic protein dynamics
conformational changes
theory andmodelling
projection operator
principal component analysis
url http://dx.doi.org/10.5488/CMP.10.3.441
work_keys_str_mv AT mstepanova towardscoarsegrainedmodellingofproteins
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