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Impact of global structure on diffusive exploration of organelle networks
We investigate diffusive search on planar networks, motivated by tubular organelle networks in cell biology that contain molecules searching for reaction partners and binding sites. Exact calculation of the diffusive mean first-passage time on a spatial network is used to characterize the typical se...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7080787/ https://www.ncbi.nlm.nih.gov/pubmed/32188905 http://dx.doi.org/10.1038/s41598-020-61598-8 |
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author | Brown, Aidan I. Westrate, Laura M. Koslover, Elena F. |
author_facet | Brown, Aidan I. Westrate, Laura M. Koslover, Elena F. |
author_sort | Brown, Aidan I. |
collection | PubMed |
description | We investigate diffusive search on planar networks, motivated by tubular organelle networks in cell biology that contain molecules searching for reaction partners and binding sites. Exact calculation of the diffusive mean first-passage time on a spatial network is used to characterize the typical search time as a function of network connectivity. We find that global structural properties — the total edge length and number of loops — are sufficient to largely determine network exploration times for a variety of both synthetic planar networks and organelle morphologies extracted from living cells. For synthetic networks on a lattice, we predict the search time dependence on these global structural parameters by connecting with percolation theory, providing a bridge from irregular real-world networks to a simpler physical model. The dependence of search time on global network structural properties suggests that network architecture can be designed for efficient search without controlling the precise arrangement of connections. Specifically, increasing the number of loops substantially decreases search times, pointing to a potential physical mechanism for regulating reaction rates within organelle network structures. |
format | Online Article Text |
id | pubmed-7080787 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-70807872020-03-23 Impact of global structure on diffusive exploration of organelle networks Brown, Aidan I. Westrate, Laura M. Koslover, Elena F. Sci Rep Article We investigate diffusive search on planar networks, motivated by tubular organelle networks in cell biology that contain molecules searching for reaction partners and binding sites. Exact calculation of the diffusive mean first-passage time on a spatial network is used to characterize the typical search time as a function of network connectivity. We find that global structural properties — the total edge length and number of loops — are sufficient to largely determine network exploration times for a variety of both synthetic planar networks and organelle morphologies extracted from living cells. For synthetic networks on a lattice, we predict the search time dependence on these global structural parameters by connecting with percolation theory, providing a bridge from irregular real-world networks to a simpler physical model. The dependence of search time on global network structural properties suggests that network architecture can be designed for efficient search without controlling the precise arrangement of connections. Specifically, increasing the number of loops substantially decreases search times, pointing to a potential physical mechanism for regulating reaction rates within organelle network structures. Nature Publishing Group UK 2020-03-18 /pmc/articles/PMC7080787/ /pubmed/32188905 http://dx.doi.org/10.1038/s41598-020-61598-8 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 Brown, Aidan I. Westrate, Laura M. Koslover, Elena F. Impact of global structure on diffusive exploration of organelle networks |
title | Impact of global structure on diffusive exploration of organelle networks |
title_full | Impact of global structure on diffusive exploration of organelle networks |
title_fullStr | Impact of global structure on diffusive exploration of organelle networks |
title_full_unstemmed | Impact of global structure on diffusive exploration of organelle networks |
title_short | Impact of global structure on diffusive exploration of organelle networks |
title_sort | impact of global structure on diffusive exploration of organelle networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7080787/ https://www.ncbi.nlm.nih.gov/pubmed/32188905 http://dx.doi.org/10.1038/s41598-020-61598-8 |
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