4.8 Article

Thermodynamics and kinetics of the amyloid-β peptide revealed by Markov state models based on MD data in agreement with experiment

Journal

CHEMICAL SCIENCE
Volume 12, Issue 19, Pages 6652-6669

Publisher

ROYAL SOC CHEMISTRY
DOI: 10.1039/d0sc04657d

Keywords

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Funding

  1. Palestinian-German Science Bridge - German Federal Ministry of Education and Research (BMBF)
  2. RWTH Aachen University [rwth0400]

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This study analyzed molecular dynamics simulations of Aβ peptide using different force fields to study its structure and dynamics, providing answers to important questions related to Aβ, such as suitable force fields for modeling, the actual appearance of Aβ peptide, and the time required for MD simulations to reach equilibrium. The analyses presented in this study will serve as a useful reference guide for understanding the behavior of Aβ peptide and other similar disordered proteins.
The amlyoid-beta peptide (A beta) is closely linked to the development of Alzheimer's disease. Molecular dynamics (MD) simulations have become an indispensable tool for studying the behavior of this peptide at the atomistic level. General key aspects of MD simulations are the force field used for modeling the peptide and its environment, which is important for accurate modeling of the system of interest, and the length of the simulations, which determines whether or not equilibrium is reached. In this study we address these points by analyzing 30-mu s MD simulations acquired for A beta 40 using seven different force fields. We assess the convergence of these simulations based on the convergence of various structural properties and of NMR and fluorescence spectroscopic observables. Moreover, we calculate Markov state models for the different MD simulations, which provide an unprecedented view of the thermodynamics and kinetics of the amyloid-beta peptide. This further allows us to provide answers for pertinent questions, like: which force fields are suitable for modeling A beta? (a99SB-UCB and a99SB-ILDN/TIP4P-D); what does A beta peptide really look like? (mostly extended and disordered) and; how long does it take MD simulations of A beta to attain equilibrium? (at least 20-30 mu s). We believe the analyses presented in this study will provide a useful reference guide for important questions relating to the structure and dynamics of A beta in particular, and by extension other similar disordered proteins.

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