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On the importance of statistics in molecular simulations for thermodynamics, kinetics and simulation box size

Computational simulations, akin to wetlab experimentation, are subject to statistical fluctuations. Assessing the magnitude of these fluctuations, that is, assigning uncertainties to the computed results, is of critical importance to drawing statistically reliable conclusions. Here, we use a simulat...

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Detalles Bibliográficos
Autores principales: Gapsys, Vytautas, de Groot, Bert L
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7481008/
https://www.ncbi.nlm.nih.gov/pubmed/32812868
http://dx.doi.org/10.7554/eLife.57589
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author Gapsys, Vytautas
de Groot, Bert L
author_facet Gapsys, Vytautas
de Groot, Bert L
author_sort Gapsys, Vytautas
collection PubMed
description Computational simulations, akin to wetlab experimentation, are subject to statistical fluctuations. Assessing the magnitude of these fluctuations, that is, assigning uncertainties to the computed results, is of critical importance to drawing statistically reliable conclusions. Here, we use a simulation box size as an independent variable, to demonstrate how crucial it is to gather sufficient amounts of data before drawing any conclusions about the potential thermodynamic and kinetic effects. In various systems, ranging from solvation free energies to protein conformational transition rates, we showcase how the proposed simulation box size effect disappears with increased sampling. This indicates that, if at all, the simulation box size only minimally affects both the thermodynamics and kinetics of the type of biomolecular systems presented in this work.
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spelling pubmed-74810082020-09-11 On the importance of statistics in molecular simulations for thermodynamics, kinetics and simulation box size Gapsys, Vytautas de Groot, Bert L eLife Structural Biology and Molecular Biophysics Computational simulations, akin to wetlab experimentation, are subject to statistical fluctuations. Assessing the magnitude of these fluctuations, that is, assigning uncertainties to the computed results, is of critical importance to drawing statistically reliable conclusions. Here, we use a simulation box size as an independent variable, to demonstrate how crucial it is to gather sufficient amounts of data before drawing any conclusions about the potential thermodynamic and kinetic effects. In various systems, ranging from solvation free energies to protein conformational transition rates, we showcase how the proposed simulation box size effect disappears with increased sampling. This indicates that, if at all, the simulation box size only minimally affects both the thermodynamics and kinetics of the type of biomolecular systems presented in this work. eLife Sciences Publications, Ltd 2020-08-19 /pmc/articles/PMC7481008/ /pubmed/32812868 http://dx.doi.org/10.7554/eLife.57589 Text en © 2020, Gapsys and de Groot http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Structural Biology and Molecular Biophysics
Gapsys, Vytautas
de Groot, Bert L
On the importance of statistics in molecular simulations for thermodynamics, kinetics and simulation box size
title On the importance of statistics in molecular simulations for thermodynamics, kinetics and simulation box size
title_full On the importance of statistics in molecular simulations for thermodynamics, kinetics and simulation box size
title_fullStr On the importance of statistics in molecular simulations for thermodynamics, kinetics and simulation box size
title_full_unstemmed On the importance of statistics in molecular simulations for thermodynamics, kinetics and simulation box size
title_short On the importance of statistics in molecular simulations for thermodynamics, kinetics and simulation box size
title_sort on the importance of statistics in molecular simulations for thermodynamics, kinetics and simulation box size
topic Structural Biology and Molecular Biophysics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7481008/
https://www.ncbi.nlm.nih.gov/pubmed/32812868
http://dx.doi.org/10.7554/eLife.57589
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