Multiscale coarse-graining via normal mode analysis

A multiscale coarse-graining method called the normal-mode analysis based fluctuation matching (NMA-FM) is developed for constructing coarse-grained models of biomolecular systems. In the framework of normal-mode analysis, an arbitrary fine-grained model can be systematically converted to a more coa...

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Main Authors: Xia, Fei, Lu, Lanyuan
Other Authors: School of Biological Sciences
Format: Article
Language:English
Published: 2013
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Online Access:https://hdl.handle.net/10356/105599
http://hdl.handle.net/10220/17927
http://dx.doi.org/10.1021/ct3006387
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spelling sg-ntu-dr.10356-1055992019-12-06T21:54:16Z Multiscale coarse-graining via normal mode analysis Xia, Fei Lu, Lanyuan School of Biological Sciences DRNTU::Science::Biological sciences A multiscale coarse-graining method called the normal-mode analysis based fluctuation matching (NMA-FM) is developed for constructing coarse-grained models of biomolecular systems. In the framework of normal-mode analysis, an arbitrary fine-grained model can be systematically converted to a more coarse-grained model, while the crucial low-frequency motions of the fine-grained system are able to be reproduced in the coarse-grained modeling. The method relies on the technique of fluctuation matching that has been devised earlier for parametrizing heterogeneous elastic network models based on data from atomistic molecular dynamics simulations. The new approach is quite efficient since it avoids expensive atomistic molecular dynamics simulations and can start from already coarse-grained elastic network models. In the practical aspect, the method is suitable for conformational analyses of large biomacromolecules and calculations of mechanical properties of biomaterials, which is demonstrated by the studied systems including an amyloid dimer, lysozyme and adenylate kinase proteins, and the S2 subdomain of myosin. 2013-11-29T06:16:30Z 2019-12-06T21:54:16Z 2013-11-29T06:16:30Z 2019-12-06T21:54:16Z 2012 2012 Journal Article Xia, F., & Lu, L. (2012). Multiscale coarse-graining via normal mode analysis. Journal of chemical theory and computation, 8(11), 4797-4806. https://hdl.handle.net/10356/105599 http://hdl.handle.net/10220/17927 http://dx.doi.org/10.1021/ct3006387 en Journal of chemical theory and computation
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Science::Biological sciences
spellingShingle DRNTU::Science::Biological sciences
Xia, Fei
Lu, Lanyuan
Multiscale coarse-graining via normal mode analysis
description A multiscale coarse-graining method called the normal-mode analysis based fluctuation matching (NMA-FM) is developed for constructing coarse-grained models of biomolecular systems. In the framework of normal-mode analysis, an arbitrary fine-grained model can be systematically converted to a more coarse-grained model, while the crucial low-frequency motions of the fine-grained system are able to be reproduced in the coarse-grained modeling. The method relies on the technique of fluctuation matching that has been devised earlier for parametrizing heterogeneous elastic network models based on data from atomistic molecular dynamics simulations. The new approach is quite efficient since it avoids expensive atomistic molecular dynamics simulations and can start from already coarse-grained elastic network models. In the practical aspect, the method is suitable for conformational analyses of large biomacromolecules and calculations of mechanical properties of biomaterials, which is demonstrated by the studied systems including an amyloid dimer, lysozyme and adenylate kinase proteins, and the S2 subdomain of myosin.
author2 School of Biological Sciences
author_facet School of Biological Sciences
Xia, Fei
Lu, Lanyuan
format Article
author Xia, Fei
Lu, Lanyuan
author_sort Xia, Fei
title Multiscale coarse-graining via normal mode analysis
title_short Multiscale coarse-graining via normal mode analysis
title_full Multiscale coarse-graining via normal mode analysis
title_fullStr Multiscale coarse-graining via normal mode analysis
title_full_unstemmed Multiscale coarse-graining via normal mode analysis
title_sort multiscale coarse-graining via normal mode analysis
publishDate 2013
url https://hdl.handle.net/10356/105599
http://hdl.handle.net/10220/17927
http://dx.doi.org/10.1021/ct3006387
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