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Large-scale simulation of biomembranes incorporating realistic kinetics into coarse-grained models

Biomembranes are two-dimensional assemblies of phospholipids that are only a few nanometres thick, but form micrometre-sized structures vital to cellular function. Explicit molecular modelling of biologically relevant membrane systems is computationally expensive due to the large number of solvent p...

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Autores principales: Sadeghi, Mohsen, Noé, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7289815/
https://www.ncbi.nlm.nih.gov/pubmed/32528158
http://dx.doi.org/10.1038/s41467-020-16424-0
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author Sadeghi, Mohsen
Noé, Frank
author_facet Sadeghi, Mohsen
Noé, Frank
author_sort Sadeghi, Mohsen
collection PubMed
description Biomembranes are two-dimensional assemblies of phospholipids that are only a few nanometres thick, but form micrometre-sized structures vital to cellular function. Explicit molecular modelling of biologically relevant membrane systems is computationally expensive due to the large number of solvent particles and slow membrane kinetics. Coarse-grained solvent-free membrane models offer efficient sampling but sacrifice realistic kinetics, thereby limiting the ability to predict pathways and mechanisms of membrane processes. Here, we present a framework for integrating coarse-grained membrane models with continuum-based hydrodynamics. This framework facilitates efficient simulation of large biomembrane systems with large timesteps, while achieving realistic equilibrium and non-equilibrium kinetics. It helps to bridge between the nanometer/nanosecond spatiotemporal resolutions of coarse-grained models and biologically relevant time- and lengthscales. As a demonstration, we investigate fluctuations of red blood cells, with varying cytoplasmic viscosities, in 150-milliseconds-long trajectories, and compare kinetic properties against single-cell experimental observations.
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spelling pubmed-72898152020-06-16 Large-scale simulation of biomembranes incorporating realistic kinetics into coarse-grained models Sadeghi, Mohsen Noé, Frank Nat Commun Article Biomembranes are two-dimensional assemblies of phospholipids that are only a few nanometres thick, but form micrometre-sized structures vital to cellular function. Explicit molecular modelling of biologically relevant membrane systems is computationally expensive due to the large number of solvent particles and slow membrane kinetics. Coarse-grained solvent-free membrane models offer efficient sampling but sacrifice realistic kinetics, thereby limiting the ability to predict pathways and mechanisms of membrane processes. Here, we present a framework for integrating coarse-grained membrane models with continuum-based hydrodynamics. This framework facilitates efficient simulation of large biomembrane systems with large timesteps, while achieving realistic equilibrium and non-equilibrium kinetics. It helps to bridge between the nanometer/nanosecond spatiotemporal resolutions of coarse-grained models and biologically relevant time- and lengthscales. As a demonstration, we investigate fluctuations of red blood cells, with varying cytoplasmic viscosities, in 150-milliseconds-long trajectories, and compare kinetic properties against single-cell experimental observations. Nature Publishing Group UK 2020-06-11 /pmc/articles/PMC7289815/ /pubmed/32528158 http://dx.doi.org/10.1038/s41467-020-16424-0 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Sadeghi, Mohsen
Noé, Frank
Large-scale simulation of biomembranes incorporating realistic kinetics into coarse-grained models
title Large-scale simulation of biomembranes incorporating realistic kinetics into coarse-grained models
title_full Large-scale simulation of biomembranes incorporating realistic kinetics into coarse-grained models
title_fullStr Large-scale simulation of biomembranes incorporating realistic kinetics into coarse-grained models
title_full_unstemmed Large-scale simulation of biomembranes incorporating realistic kinetics into coarse-grained models
title_short Large-scale simulation of biomembranes incorporating realistic kinetics into coarse-grained models
title_sort large-scale simulation of biomembranes incorporating realistic kinetics into coarse-grained models
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7289815/
https://www.ncbi.nlm.nih.gov/pubmed/32528158
http://dx.doi.org/10.1038/s41467-020-16424-0
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