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Modified Smoluchowski Rate Equations for Aggregation and Fragmentation in Finite Systems
[Image: see text] Protein self-assembly into supramolecular structures is important for cell biology. Theoretical methods employed to investigate protein aggregation and analogous processes include molecular dynamics simulations, stochastic models, and deterministic rate equations based on the mass-...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10350959/ https://www.ncbi.nlm.nih.gov/pubmed/37369009 http://dx.doi.org/10.1021/acs.jpcb.3c02884 |
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author | Szała-Mendyk, Beata Drajkowska, Aleksandra Molski, Andrzej |
author_facet | Szała-Mendyk, Beata Drajkowska, Aleksandra Molski, Andrzej |
author_sort | Szała-Mendyk, Beata |
collection | PubMed |
description | [Image: see text] Protein self-assembly into supramolecular structures is important for cell biology. Theoretical methods employed to investigate protein aggregation and analogous processes include molecular dynamics simulations, stochastic models, and deterministic rate equations based on the mass-action law. In molecular dynamics simulations, the computation cost limits the system size, simulation length, and number of simulation repeats. Therefore, it is of practical interest to develop new methods for the kinetic analysis of simulations. In this work we consider the Smoluchowski rate equations modified to account for reversible aggregation in finite systems. We present several examples and argue that the modified Smoluchowski equations combined with Monte Carlo simulations of the corresponding master equation provide an effective tool for developing kinetic models of peptide aggregation in molecular dynamics simulations. |
format | Online Article Text |
id | pubmed-10350959 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-103509592023-07-18 Modified Smoluchowski Rate Equations for Aggregation and Fragmentation in Finite Systems Szała-Mendyk, Beata Drajkowska, Aleksandra Molski, Andrzej J Phys Chem B [Image: see text] Protein self-assembly into supramolecular structures is important for cell biology. Theoretical methods employed to investigate protein aggregation and analogous processes include molecular dynamics simulations, stochastic models, and deterministic rate equations based on the mass-action law. In molecular dynamics simulations, the computation cost limits the system size, simulation length, and number of simulation repeats. Therefore, it is of practical interest to develop new methods for the kinetic analysis of simulations. In this work we consider the Smoluchowski rate equations modified to account for reversible aggregation in finite systems. We present several examples and argue that the modified Smoluchowski equations combined with Monte Carlo simulations of the corresponding master equation provide an effective tool for developing kinetic models of peptide aggregation in molecular dynamics simulations. American Chemical Society 2023-06-27 /pmc/articles/PMC10350959/ /pubmed/37369009 http://dx.doi.org/10.1021/acs.jpcb.3c02884 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Szała-Mendyk, Beata Drajkowska, Aleksandra Molski, Andrzej Modified Smoluchowski Rate Equations for Aggregation and Fragmentation in Finite Systems |
title | Modified Smoluchowski
Rate Equations for Aggregation
and Fragmentation in Finite Systems |
title_full | Modified Smoluchowski
Rate Equations for Aggregation
and Fragmentation in Finite Systems |
title_fullStr | Modified Smoluchowski
Rate Equations for Aggregation
and Fragmentation in Finite Systems |
title_full_unstemmed | Modified Smoluchowski
Rate Equations for Aggregation
and Fragmentation in Finite Systems |
title_short | Modified Smoluchowski
Rate Equations for Aggregation
and Fragmentation in Finite Systems |
title_sort | modified smoluchowski
rate equations for aggregation
and fragmentation in finite systems |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10350959/ https://www.ncbi.nlm.nih.gov/pubmed/37369009 http://dx.doi.org/10.1021/acs.jpcb.3c02884 |
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