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Simulation-based Reconstructed Diffusion unveils the effect of aging on protein diffusion in Escherichia coli
We have developed Simulation-based Reconstructed Diffusion (SbRD) to determine diffusion coefficients corrected for confinement effects and for the bias introduced by two-dimensional models describing a three-dimensional motion. We validate the method on simulated diffusion data in three-dimensional...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10513214/ https://www.ncbi.nlm.nih.gov/pubmed/37695774 http://dx.doi.org/10.1371/journal.pcbi.1011093 |
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author | Mantovanelli, Luca Linnik, Dmitrii S. Punter, Michiel Kojakhmetov, Hildeberto Jardón Śmigiel, Wojciech M. Poolman, Bert |
author_facet | Mantovanelli, Luca Linnik, Dmitrii S. Punter, Michiel Kojakhmetov, Hildeberto Jardón Śmigiel, Wojciech M. Poolman, Bert |
author_sort | Mantovanelli, Luca |
collection | PubMed |
description | We have developed Simulation-based Reconstructed Diffusion (SbRD) to determine diffusion coefficients corrected for confinement effects and for the bias introduced by two-dimensional models describing a three-dimensional motion. We validate the method on simulated diffusion data in three-dimensional cell-shaped compartments. We use SbRD, combined with a new cell detection method, to determine the diffusion coefficients of a set of native proteins in Escherichia coli. We observe slower diffusion at the cell poles than in the nucleoid region of exponentially growing cells, which is independent of the presence of polysomes. Furthermore, we show that the newly formed pole of dividing cells exhibits a faster diffusion than the old one. We hypothesize that the observed slowdown at the cell poles is caused by the accumulation of aggregated or damaged proteins, and that the effect is asymmetric due to cell aging. |
format | Online Article Text |
id | pubmed-10513214 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-105132142023-09-22 Simulation-based Reconstructed Diffusion unveils the effect of aging on protein diffusion in Escherichia coli Mantovanelli, Luca Linnik, Dmitrii S. Punter, Michiel Kojakhmetov, Hildeberto Jardón Śmigiel, Wojciech M. Poolman, Bert PLoS Comput Biol Research Article We have developed Simulation-based Reconstructed Diffusion (SbRD) to determine diffusion coefficients corrected for confinement effects and for the bias introduced by two-dimensional models describing a three-dimensional motion. We validate the method on simulated diffusion data in three-dimensional cell-shaped compartments. We use SbRD, combined with a new cell detection method, to determine the diffusion coefficients of a set of native proteins in Escherichia coli. We observe slower diffusion at the cell poles than in the nucleoid region of exponentially growing cells, which is independent of the presence of polysomes. Furthermore, we show that the newly formed pole of dividing cells exhibits a faster diffusion than the old one. We hypothesize that the observed slowdown at the cell poles is caused by the accumulation of aggregated or damaged proteins, and that the effect is asymmetric due to cell aging. Public Library of Science 2023-09-11 /pmc/articles/PMC10513214/ /pubmed/37695774 http://dx.doi.org/10.1371/journal.pcbi.1011093 Text en © 2023 Mantovanelli et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Mantovanelli, Luca Linnik, Dmitrii S. Punter, Michiel Kojakhmetov, Hildeberto Jardón Śmigiel, Wojciech M. Poolman, Bert Simulation-based Reconstructed Diffusion unveils the effect of aging on protein diffusion in Escherichia coli |
title | Simulation-based Reconstructed Diffusion unveils the effect of aging on protein diffusion in Escherichia coli |
title_full | Simulation-based Reconstructed Diffusion unveils the effect of aging on protein diffusion in Escherichia coli |
title_fullStr | Simulation-based Reconstructed Diffusion unveils the effect of aging on protein diffusion in Escherichia coli |
title_full_unstemmed | Simulation-based Reconstructed Diffusion unveils the effect of aging on protein diffusion in Escherichia coli |
title_short | Simulation-based Reconstructed Diffusion unveils the effect of aging on protein diffusion in Escherichia coli |
title_sort | simulation-based reconstructed diffusion unveils the effect of aging on protein diffusion in escherichia coli |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10513214/ https://www.ncbi.nlm.nih.gov/pubmed/37695774 http://dx.doi.org/10.1371/journal.pcbi.1011093 |
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