Literature DB >> 30876367

The combined force field-sampling problem in simulations of disordered amyloid-β peptides.

James Lincoff1, Sukanya Sasmal1, Teresa Head-Gordon1.   

Abstract

Molecular dynamics simulations of intrinsically disordered proteins (IDPs) can provide high resolution structural ensembles if the force field is accurate enough and if the simulation sufficiently samples the conformational space of the IDP with the correct weighting of sub-populations. Here, we investigate the combined force field-sampling problem by testing a standard force field as well as newer fixed charge force fields, the latter specifically motivated for better description of unfolded states and IDPs, and comparing them with a standard temperature replica exchange (TREx) protocol and a non-equilibrium Temperature Cool Walking (TCW) sampling algorithm. The force field and sampling combinations are used to characterize the structural ensembles of the amyloid-beta peptides Aβ42 and Aβ43, which both should be random coils as shown recently by experimental nuclear magnetic resonance (NMR) and 2D Förster resonance energy transfer (FRET) experiments. The results illustrate the key importance of the sampling algorithm: while the standard force field using TREx is in poor agreement with the NMR J-coupling and nuclear Overhauser effect and 2D FRET data, when using the TCW method, the standard and optimized protein-water force field combinations are in very good agreement with the same experimental data since the TCW sampling method produces qualitatively different ensembles than TREx. We also discuss the relative merit of the 2D FRET data when validating structural ensembles using the different force fields and sampling protocols investigated in this work for small IDPs such as the Aβ42 and Aβ43 peptides.

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Year:  2019        PMID: 30876367      PMCID: PMC6417907          DOI: 10.1063/1.5078615

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


  77 in total

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Journal:  J Chem Phys       Date:  2004-05-22       Impact factor: 3.488

4.  Reassessing random-coil statistics in unfolded proteins.

Authors:  Nicholas C Fitzkee; George D Rose
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5.  Optimal allocation of replicas in parallel tempering simulations.

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Journal:  J Chem Phys       Date:  2005-01-08       Impact factor: 3.488

6.  The GROMOS software for biomolecular simulation: GROMOS05.

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Journal:  J Comput Chem       Date:  2005-12       Impact factor: 3.376

7.  The Amber biomolecular simulation programs.

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8.  Comparison of multiple Amber force fields and development of improved protein backbone parameters.

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9.  Site-specific dimensions across a highly denatured protein; a single molecule study.

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4.  Configurational Entropy of Folded Proteins and Its Importance for Intrinsically Disordered Proteins.

Authors:  Meili Liu; Akshaya K Das; James Lincoff; Sukanya Sasmal; Sara Y Cheng; Robert M Vernon; Julie D Forman-Kay; Teresa Head-Gordon
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5.  Thermodynamics and kinetics of the amyloid-β peptide revealed by Markov state models based on MD data in agreement with experiment.

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7.  Fluorescence-Labeled Amyloid Beta Monomer: A Molecular Dynamical Study.

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8.  Molecular Dynamics Ensemble Refinement of Intrinsically Disordered Peptides According to Deconvoluted Spectra from Circular Dichroism.

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9.  Full structural ensembles of intrinsically disordered proteins from unbiased molecular dynamics simulations.

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10.  Integrating single-molecule spectroscopy and simulations for the study of intrinsically disordered proteins.

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  10 in total

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