Literature DB >> 25917684

The performance of fine-grained and coarse-grained elastic network models and its dependence on various factors.

Hyuntae Na1, Guang Song1,2,3.   

Abstract

In a recent work we developed a method for deriving accurate simplified models that capture the essentials of conventional all-atom NMA and identified two best simplified models: ssNMA and eANM, both of which have a significantly higher correlation with NMA in mean square fluctuation calculations than existing elastic network models such as ANM and ANMr2, a variant of ANM that uses the inverse of the squared separation distances as spring constants. Here, we examine closely how the performance of these elastic network models depends on various factors, namely, the presence of hydrogen atoms in the model, the quality of input structures, and the effect of crystal packing. The study reveals the strengths and limitations of these models. Our results indicate that ssNMA and eANM are the best fine-grained elastic network models but their performance is sensitive to the quality of input structures. When the quality of input structures is poor, ANMr2 is a good alternative for computing mean-square fluctuations while ANM model is a good alternative for obtaining normal modes.
© 2015 Wiley Periodicals, Inc.

Entities:  

Keywords:  crystal packing; hydrogen atoms; mean-square fluctuations; normal mode analysis; ssNMA; structure quality

Mesh:

Substances:

Year:  2015        PMID: 25917684     DOI: 10.1002/prot.24819

Source DB:  PubMed          Journal:  Proteins        ISSN: 0887-3585


  3 in total

1.  A critical assessment of finite element modeling approach for protein dynamics.

Authors:  Giseok Yun; Jaehoon Kim; Do-Nyun Kim
Journal:  J Comput Aided Mol Des       Date:  2017-06-01       Impact factor: 3.686

2.  Bridging between NMA and Elastic Network Models: Preserving All-Atom Accuracy in Coarse-Grained Models.

Authors:  Hyuntae Na; Robert L Jernigan; Guang Song
Journal:  PLoS Comput Biol       Date:  2015-10-16       Impact factor: 4.475

3.  A comparison of the innate flexibilities of six chains in F1-ATPase with identical secondary and tertiary folds; 3 active enzymes and 3 structural proteins.

Authors:  Monique M Tirion
Journal:  Struct Dyn       Date:  2016-11-04       Impact factor: 2.920

  3 in total

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