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Backmapping triangulated surfaces to coarse-grained membrane models

Many biological processes involve large-scale changes in membrane shape. Computer simulations of these processes are challenging since they occur across a wide range of spatiotemporal scales that cannot be investigated in full by any single current simulation technique. A potential solution is to co...

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Autores principales: Pezeshkian, Weria, König, Melanie, Wassenaar, Tsjerk A., Marrink, Siewert J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7210967/
https://www.ncbi.nlm.nih.gov/pubmed/32385270
http://dx.doi.org/10.1038/s41467-020-16094-y
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author Pezeshkian, Weria
König, Melanie
Wassenaar, Tsjerk A.
Marrink, Siewert J.
author_facet Pezeshkian, Weria
König, Melanie
Wassenaar, Tsjerk A.
Marrink, Siewert J.
author_sort Pezeshkian, Weria
collection PubMed
description Many biological processes involve large-scale changes in membrane shape. Computer simulations of these processes are challenging since they occur across a wide range of spatiotemporal scales that cannot be investigated in full by any single current simulation technique. A potential solution is to combine different levels of resolution through a multiscale scheme. Here, we present a multiscale algorithm that backmaps a continuum membrane model represented as a dynamically triangulated surface (DTS) to its corresponding molecular model based on the coarse-grained (CG) Martini force field. Thus, we can use DTS simulations to equilibrate slow large-scale membrane conformational changes and then explore the local properties at CG resolution. We demonstrate the power of our method by backmapping a vesicular bud induced by binding of Shiga toxin and by transforming the membranes of an entire mitochondrion to near-atomic resolution. Our approach opens the way to whole cell simulations at molecular detail.
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spelling pubmed-72109672020-05-13 Backmapping triangulated surfaces to coarse-grained membrane models Pezeshkian, Weria König, Melanie Wassenaar, Tsjerk A. Marrink, Siewert J. Nat Commun Article Many biological processes involve large-scale changes in membrane shape. Computer simulations of these processes are challenging since they occur across a wide range of spatiotemporal scales that cannot be investigated in full by any single current simulation technique. A potential solution is to combine different levels of resolution through a multiscale scheme. Here, we present a multiscale algorithm that backmaps a continuum membrane model represented as a dynamically triangulated surface (DTS) to its corresponding molecular model based on the coarse-grained (CG) Martini force field. Thus, we can use DTS simulations to equilibrate slow large-scale membrane conformational changes and then explore the local properties at CG resolution. We demonstrate the power of our method by backmapping a vesicular bud induced by binding of Shiga toxin and by transforming the membranes of an entire mitochondrion to near-atomic resolution. Our approach opens the way to whole cell simulations at molecular detail. Nature Publishing Group UK 2020-05-08 /pmc/articles/PMC7210967/ /pubmed/32385270 http://dx.doi.org/10.1038/s41467-020-16094-y 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
Pezeshkian, Weria
König, Melanie
Wassenaar, Tsjerk A.
Marrink, Siewert J.
Backmapping triangulated surfaces to coarse-grained membrane models
title Backmapping triangulated surfaces to coarse-grained membrane models
title_full Backmapping triangulated surfaces to coarse-grained membrane models
title_fullStr Backmapping triangulated surfaces to coarse-grained membrane models
title_full_unstemmed Backmapping triangulated surfaces to coarse-grained membrane models
title_short Backmapping triangulated surfaces to coarse-grained membrane models
title_sort backmapping triangulated surfaces to coarse-grained membrane models
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7210967/
https://www.ncbi.nlm.nih.gov/pubmed/32385270
http://dx.doi.org/10.1038/s41467-020-16094-y
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