Literature DB >> 23425456

Reduced atomic pair-interaction design (RAPID) model for simulations of proteins.

Boris Ni1, Andrij Baumketner.   

Abstract

Increasingly, theoretical studies of proteins focus on large systems. This trend demands the development of computational models that are fast, to overcome the growing complexity, and accurate, to capture the physically relevant features. To address this demand, we introduce a protein model that uses all-atom architecture to ensure the highest level of chemical detail while employing effective pair potentials to represent the effect of solvent to achieve the maximum speed. The effective potentials are derived for amino acid residues based on the condition that the solvent-free model matches the relevant pair-distribution functions observed in explicit solvent simulations. As a test, the model is applied to alanine polypeptides. For the chain with 10 amino acid residues, the model is found to reproduce properly the native state and its population. Small discrepancies are observed for other folding properties and can be attributed to the approximations inherent in the model. The transferability of the generated effective potentials is investigated in simulations of a longer peptide with 25 residues. A minimal set of potentials is identified that leads to qualitatively correct results in comparison with the explicit solvent simulations. Further tests, conducted for multiple peptide chains, show that the transferable model correctly reproduces the experimentally observed tendency of polyalanines to aggregate into β-sheets more strongly with the growing length of the peptide chain. Taken together, the reported results suggest that the proposed model could be used to succesfully simulate folding and aggregation of small peptides in atomic detail. Further tests are needed to assess the strengths and limitations of the model more thoroughly.

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Year:  2013        PMID: 23425456      PMCID: PMC3579890          DOI: 10.1063/1.4790160

Source DB:  PubMed          Journal:  J Chem Phys        ISSN: 0021-9606            Impact factor:   3.488


  66 in total

1.  Amyloid beta-protein fibrillogenesis. Structure and biological activity of protofibrillar intermediates.

Authors:  D M Walsh; D M Hartley; Y Kusumoto; Y Fezoui; M M Condron; A Lomakin; G B Benedek; D J Selkoe; D B Teplow
Journal:  J Biol Chem       Date:  1999-09-03       Impact factor: 5.157

2.  Molecular dynamics simulations of spontaneous fibril formation by random-coil peptides.

Authors:  Hung D Nguyen; Carol K Hall
Journal:  Proc Natl Acad Sci U S A       Date:  2004-11-08       Impact factor: 11.205

3.  Probing the initial stage of aggregation of the Abeta(10-35)-protein: assessing the propensity for peptide dimerization.

Authors:  Bogdan Tarus; John E Straub; D Thirumalai
Journal:  J Mol Biol       Date:  2004-12-19       Impact factor: 5.469

4.  Spontaneous fibril formation by polyalanines; discontinuous molecular dynamics simulations.

Authors:  Hung D Nguyen; Carol K Hall
Journal:  J Am Chem Soc       Date:  2006-02-15       Impact factor: 15.419

Review 5.  The protein folding problem.

Authors:  Ken A Dill; S Banu Ozkan; M Scott Shell; Thomas R Weikl
Journal:  Annu Rev Biophys       Date:  2008       Impact factor: 12.981

Review 6.  Molecular chaperones in protein folding and proteostasis.

Authors:  F Ulrich Hartl; Andreas Bracher; Manajit Hayer-Hartl
Journal:  Nature       Date:  2011-07-20       Impact factor: 49.962

7.  Multiscale coarse-graining of monosaccharides.

Authors:  Pu Liu; Sergei Izvekov; Gregory A Voth
Journal:  J Phys Chem B       Date:  2007-09-13       Impact factor: 2.991

8.  Versatile Object-Oriented Toolkit for Coarse-Graining Applications.

Authors:  Victor Rühle; Christoph Junghans; Alexander Lukyanov; Kurt Kremer; Denis Andrienko
Journal:  J Chem Theory Comput       Date:  2009-11-09       Impact factor: 6.006

9.  Formation and growth of oligomers: a Monte Carlo study of an amyloid tau fragment.

Authors:  Da-Wei Li; Sandipan Mohanty; Anders Irbäck; Shuanghong Huo
Journal:  PLoS Comput Biol       Date:  2008-12-05       Impact factor: 4.475

10.  Structural reorganisation and potential toxicity of oligomeric species formed during the assembly of amyloid fibrils.

Authors:  Mookyung Cheon; Iksoo Chang; Sandipan Mohanty; Leila M Luheshi; Christopher M Dobson; Michele Vendruscolo; Giorgio Favrin
Journal:  PLoS Comput Biol       Date:  2007-09       Impact factor: 4.475

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  1 in total

1.  COFFDROP: A Coarse-Grained Nonbonded Force Field for Proteins Derived from All-Atom Explicit-Solvent Molecular Dynamics Simulations of Amino Acids.

Authors:  Casey T Andrews; Adrian H Elcock
Journal:  J Chem Theory Comput       Date:  2014-10-07       Impact factor: 6.006

  1 in total

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