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Multiscale Coarse-Graining via Normal Mode Analysis
- Source :
- Journal of Chemical Theory and Computation. 8:4797-4806
- Publication Year :
- 2012
- Publisher :
- American Chemical Society (ACS), 2012.
-
Abstract
- 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.
- Subjects :
- Quantitative Biology::Biomolecules
Matching (graph theory)
Computer science
computer.software_genre
Science::Biological sciences [DRNTU]
Computer Science Applications
Molecular dynamics
Normal mode
Mechanical properties of biomaterials
Granularity
Statistical physics
Data mining
Physical and Theoretical Chemistry
computer
Elastic network models
Subjects
Details
- ISSN :
- 15499626 and 15499618
- Volume :
- 8
- Database :
- OpenAIRE
- Journal :
- Journal of Chemical Theory and Computation
- Accession number :
- edsair.doi.dedup.....970ea1c6cbb63ac410bcbbe26b8ce582
- Full Text :
- https://doi.org/10.1021/ct3006387