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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2007-09-01
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Online Access: | http://dx.doi.org/10.5488/CMP.10.3.441 |
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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 |
_version_ |
1716822392537350144 |