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Are Current Atomistic Force Fields Accurate Enough to Study Proteins in Crowded Environments?
The high concentration of macromolecules in the crowded cellular interior influences different thermodynamic and kinetic properties of proteins, including their structural stabilities, intermolecular binding affinities and enzymatic rates. Moreover, various structural biology methods, such as NMR or...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4031056/ https://www.ncbi.nlm.nih.gov/pubmed/24854339 http://dx.doi.org/10.1371/journal.pcbi.1003638 |
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author | Petrov, Drazen Zagrovic, Bojan |
author_facet | Petrov, Drazen Zagrovic, Bojan |
author_sort | Petrov, Drazen |
collection | PubMed |
description | The high concentration of macromolecules in the crowded cellular interior influences different thermodynamic and kinetic properties of proteins, including their structural stabilities, intermolecular binding affinities and enzymatic rates. Moreover, various structural biology methods, such as NMR or different spectroscopies, typically involve samples with relatively high protein concentration. Due to large sampling requirements, however, the accuracy of classical molecular dynamics (MD) simulations in capturing protein behavior at high concentration still remains largely untested. Here, we use explicit-solvent MD simulations and a total of 6.4 µs of simulated time to study wild-type (folded) and oxidatively damaged (unfolded) forms of villin headpiece at 6 mM and 9.2 mM protein concentration. We first perform an exhaustive set of simulations with multiple protein molecules in the simulation box using GROMOS 45a3 and 54a7 force fields together with different types of electrostatics treatment and solution ionic strengths. Surprisingly, the two villin headpiece variants exhibit similar aggregation behavior, despite the fact that their estimated aggregation propensities markedly differ. Importantly, regardless of the simulation protocol applied, wild-type villin headpiece consistently aggregates even under conditions at which it is experimentally known to be soluble. We demonstrate that aggregation is accompanied by a large decrease in the total potential energy, with not only hydrophobic, but also polar residues and backbone contributing substantially. The same effect is directly observed for two other major atomistic force fields (AMBER99SB-ILDN and CHARMM22-CMAP) as well as indirectly shown for additional two (AMBER94, OPLS-AAL), and is possibly due to a general overestimation of the potential energy of protein-protein interactions at the expense of water-water and water-protein interactions. Overall, our results suggest that current MD force fields may distort the picture of protein behavior in biologically relevant crowded environments. |
format | Online Article Text |
id | pubmed-4031056 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-40310562014-05-28 Are Current Atomistic Force Fields Accurate Enough to Study Proteins in Crowded Environments? Petrov, Drazen Zagrovic, Bojan PLoS Comput Biol Research Article The high concentration of macromolecules in the crowded cellular interior influences different thermodynamic and kinetic properties of proteins, including their structural stabilities, intermolecular binding affinities and enzymatic rates. Moreover, various structural biology methods, such as NMR or different spectroscopies, typically involve samples with relatively high protein concentration. Due to large sampling requirements, however, the accuracy of classical molecular dynamics (MD) simulations in capturing protein behavior at high concentration still remains largely untested. Here, we use explicit-solvent MD simulations and a total of 6.4 µs of simulated time to study wild-type (folded) and oxidatively damaged (unfolded) forms of villin headpiece at 6 mM and 9.2 mM protein concentration. We first perform an exhaustive set of simulations with multiple protein molecules in the simulation box using GROMOS 45a3 and 54a7 force fields together with different types of electrostatics treatment and solution ionic strengths. Surprisingly, the two villin headpiece variants exhibit similar aggregation behavior, despite the fact that their estimated aggregation propensities markedly differ. Importantly, regardless of the simulation protocol applied, wild-type villin headpiece consistently aggregates even under conditions at which it is experimentally known to be soluble. We demonstrate that aggregation is accompanied by a large decrease in the total potential energy, with not only hydrophobic, but also polar residues and backbone contributing substantially. The same effect is directly observed for two other major atomistic force fields (AMBER99SB-ILDN and CHARMM22-CMAP) as well as indirectly shown for additional two (AMBER94, OPLS-AAL), and is possibly due to a general overestimation of the potential energy of protein-protein interactions at the expense of water-water and water-protein interactions. Overall, our results suggest that current MD force fields may distort the picture of protein behavior in biologically relevant crowded environments. Public Library of Science 2014-05-22 /pmc/articles/PMC4031056/ /pubmed/24854339 http://dx.doi.org/10.1371/journal.pcbi.1003638 Text en © 2014 Petrov, Zagrovic http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Petrov, Drazen Zagrovic, Bojan Are Current Atomistic Force Fields Accurate Enough to Study Proteins in Crowded Environments? |
title | Are Current Atomistic Force Fields Accurate Enough to Study Proteins in Crowded Environments? |
title_full | Are Current Atomistic Force Fields Accurate Enough to Study Proteins in Crowded Environments? |
title_fullStr | Are Current Atomistic Force Fields Accurate Enough to Study Proteins in Crowded Environments? |
title_full_unstemmed | Are Current Atomistic Force Fields Accurate Enough to Study Proteins in Crowded Environments? |
title_short | Are Current Atomistic Force Fields Accurate Enough to Study Proteins in Crowded Environments? |
title_sort | are current atomistic force fields accurate enough to study proteins in crowded environments? |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4031056/ https://www.ncbi.nlm.nih.gov/pubmed/24854339 http://dx.doi.org/10.1371/journal.pcbi.1003638 |
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