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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-...

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Autores principales: Szała-Mendyk, Beata, Drajkowska, Aleksandra, Molski, Andrzej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
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.
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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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