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Diffusive search and trajectories on tubular networks: a propagator approach
ABSTRACT: Several organelles in eukaryotic cells, including mitochondria and the endoplasmic reticulum, form interconnected tubule networks extending throughout the cell. These tubular networks host many biochemical pathways that rely on proteins diffusively searching through the network to encounte...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8213674/ https://www.ncbi.nlm.nih.gov/pubmed/34143351 http://dx.doi.org/10.1140/epje/s10189-021-00083-0 |
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author | Scott, Zubenelgenubi C. Brown, Aidan I. Mogre, Saurabh S. Westrate, Laura M. Koslover, Elena F. |
author_facet | Scott, Zubenelgenubi C. Brown, Aidan I. Mogre, Saurabh S. Westrate, Laura M. Koslover, Elena F. |
author_sort | Scott, Zubenelgenubi C. |
collection | PubMed |
description | ABSTRACT: Several organelles in eukaryotic cells, including mitochondria and the endoplasmic reticulum, form interconnected tubule networks extending throughout the cell. These tubular networks host many biochemical pathways that rely on proteins diffusively searching through the network to encounter binding partners or localized target regions. Predicting the behavior of such pathways requires a quantitative understanding of how confinement to a reticulated structure modulates reaction kinetics. In this work, we develop both exact analytical methods to compute mean first passage times and efficient kinetic Monte Carlo algorithms to simulate trajectories of particles diffusing in a tubular network. Our approach leverages exact propagator functions for the distribution of transition times between network nodes and allows large simulation time steps determined by the network structure. The methodology is applied to both synthetic planar networks and organelle network structures, demonstrating key general features such as the heterogeneity of search times in different network regions and the functional advantage of broadly distributing target sites throughout the network. The proposed algorithms pave the way for future exploration of the interrelationship between tubular network structure and biomolecular reaction kinetics. GRAPHIC ABSTRACT: [Image: see text] |
format | Online Article Text |
id | pubmed-8213674 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-82136742021-07-01 Diffusive search and trajectories on tubular networks: a propagator approach Scott, Zubenelgenubi C. Brown, Aidan I. Mogre, Saurabh S. Westrate, Laura M. Koslover, Elena F. Eur Phys J E Soft Matter Regular Article – Living Systems ABSTRACT: Several organelles in eukaryotic cells, including mitochondria and the endoplasmic reticulum, form interconnected tubule networks extending throughout the cell. These tubular networks host many biochemical pathways that rely on proteins diffusively searching through the network to encounter binding partners or localized target regions. Predicting the behavior of such pathways requires a quantitative understanding of how confinement to a reticulated structure modulates reaction kinetics. In this work, we develop both exact analytical methods to compute mean first passage times and efficient kinetic Monte Carlo algorithms to simulate trajectories of particles diffusing in a tubular network. Our approach leverages exact propagator functions for the distribution of transition times between network nodes and allows large simulation time steps determined by the network structure. The methodology is applied to both synthetic planar networks and organelle network structures, demonstrating key general features such as the heterogeneity of search times in different network regions and the functional advantage of broadly distributing target sites throughout the network. The proposed algorithms pave the way for future exploration of the interrelationship between tubular network structure and biomolecular reaction kinetics. GRAPHIC ABSTRACT: [Image: see text] Springer Berlin Heidelberg 2021-06-18 2021 /pmc/articles/PMC8213674/ /pubmed/34143351 http://dx.doi.org/10.1140/epje/s10189-021-00083-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Regular Article – Living Systems Scott, Zubenelgenubi C. Brown, Aidan I. Mogre, Saurabh S. Westrate, Laura M. Koslover, Elena F. Diffusive search and trajectories on tubular networks: a propagator approach |
title | Diffusive search and trajectories on tubular networks: a propagator approach |
title_full | Diffusive search and trajectories on tubular networks: a propagator approach |
title_fullStr | Diffusive search and trajectories on tubular networks: a propagator approach |
title_full_unstemmed | Diffusive search and trajectories on tubular networks: a propagator approach |
title_short | Diffusive search and trajectories on tubular networks: a propagator approach |
title_sort | diffusive search and trajectories on tubular networks: a propagator approach |
topic | Regular Article – Living Systems |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8213674/ https://www.ncbi.nlm.nih.gov/pubmed/34143351 http://dx.doi.org/10.1140/epje/s10189-021-00083-0 |
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