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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2020
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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. |
format | Online Article Text |
id | pubmed-7481008 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT gapsysvytautas ontheimportanceofstatisticsinmolecularsimulationsforthermodynamicskineticsandsimulationboxsize AT degrootbertl ontheimportanceofstatisticsinmolecularsimulationsforthermodynamicskineticsandsimulationboxsize |