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Quantum chemical molecular dynamics and metadynamics simulation of aluminium binding to amyloid-β and related peptides
We report semi-empirical tight-binding simulations of the interaction between Al(III) and biologically relevant peptides. The GFN2-XTB method is shown to accurately reproduce previously reported and density functional theory (DFT)-calculated geometries of model systems. Molecular dynamics simulation...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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The Royal Society
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7062105/ https://www.ncbi.nlm.nih.gov/pubmed/32257321 http://dx.doi.org/10.1098/rsos.191562 |
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author | Platts, James A. |
author_facet | Platts, James A. |
author_sort | Platts, James A. |
collection | PubMed |
description | We report semi-empirical tight-binding simulations of the interaction between Al(III) and biologically relevant peptides. The GFN2-XTB method is shown to accurately reproduce previously reported and density functional theory (DFT)-calculated geometries of model systems. Molecular dynamics simulations based on this method are able to sample peptide flexibility over timescales of up to nanoseconds, but these timescales are insufficient to explore potential changes in metal–peptide binding modes. To achieve this, metadynamics simulations using root mean square deviation as a collective variable were employed. With suitably chosen biasing potentials, these are able to efficiently explore diverse coordination modes, for instance, through Glu and/or Asp residues in a model peptide. Using these methods, we find that Al(III) binding to the N-terminal sequence of amyloid-β is highly fluxional, with all acidic sidechains and several backbone oxygens participating in coordination. We also show that such simulations could provide a means to predict a priori possible binding modes as a precursor to longer, atomistic simulations. |
format | Online Article Text |
id | pubmed-7062105 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-70621052020-03-31 Quantum chemical molecular dynamics and metadynamics simulation of aluminium binding to amyloid-β and related peptides Platts, James A. R Soc Open Sci Chemistry We report semi-empirical tight-binding simulations of the interaction between Al(III) and biologically relevant peptides. The GFN2-XTB method is shown to accurately reproduce previously reported and density functional theory (DFT)-calculated geometries of model systems. Molecular dynamics simulations based on this method are able to sample peptide flexibility over timescales of up to nanoseconds, but these timescales are insufficient to explore potential changes in metal–peptide binding modes. To achieve this, metadynamics simulations using root mean square deviation as a collective variable were employed. With suitably chosen biasing potentials, these are able to efficiently explore diverse coordination modes, for instance, through Glu and/or Asp residues in a model peptide. Using these methods, we find that Al(III) binding to the N-terminal sequence of amyloid-β is highly fluxional, with all acidic sidechains and several backbone oxygens participating in coordination. We also show that such simulations could provide a means to predict a priori possible binding modes as a precursor to longer, atomistic simulations. The Royal Society 2020-02-05 /pmc/articles/PMC7062105/ /pubmed/32257321 http://dx.doi.org/10.1098/rsos.191562 Text en © 2020 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Chemistry Platts, James A. Quantum chemical molecular dynamics and metadynamics simulation of aluminium binding to amyloid-β and related peptides |
title | Quantum chemical molecular dynamics and metadynamics simulation of aluminium binding to amyloid-β and related peptides |
title_full | Quantum chemical molecular dynamics and metadynamics simulation of aluminium binding to amyloid-β and related peptides |
title_fullStr | Quantum chemical molecular dynamics and metadynamics simulation of aluminium binding to amyloid-β and related peptides |
title_full_unstemmed | Quantum chemical molecular dynamics and metadynamics simulation of aluminium binding to amyloid-β and related peptides |
title_short | Quantum chemical molecular dynamics and metadynamics simulation of aluminium binding to amyloid-β and related peptides |
title_sort | quantum chemical molecular dynamics and metadynamics simulation of aluminium binding to amyloid-β and related peptides |
topic | Chemistry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7062105/ https://www.ncbi.nlm.nih.gov/pubmed/32257321 http://dx.doi.org/10.1098/rsos.191562 |
work_keys_str_mv | AT plattsjamesa quantumchemicalmoleculardynamicsandmetadynamicssimulationofaluminiumbindingtoamyloidbandrelatedpeptides |