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Detecting Transient Trapping from a Single Trajectory: A Structural Approach
In this article, we introduce a new method to detect transient trapping events within a single particle trajectory, thus allowing the explicit accounting of changes in the particle’s dynamics over time. Our method is based on new measures of a smoothed recurrence matrix. The newly introduced set of...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8394669/ https://www.ncbi.nlm.nih.gov/pubmed/34441183 http://dx.doi.org/10.3390/e23081044 |
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author | Lanoiselée, Yann Grimes, Jak Koszegi, Zsombor Calebiro, Davide |
author_facet | Lanoiselée, Yann Grimes, Jak Koszegi, Zsombor Calebiro, Davide |
author_sort | Lanoiselée, Yann |
collection | PubMed |
description | In this article, we introduce a new method to detect transient trapping events within a single particle trajectory, thus allowing the explicit accounting of changes in the particle’s dynamics over time. Our method is based on new measures of a smoothed recurrence matrix. The newly introduced set of measures takes into account both the spatial and temporal structure of the trajectory. Therefore, it is adapted to study short-lived trapping domains that are not visited by multiple trajectories. Contrary to most existing methods, it does not rely on using a window, sliding along the trajectory, but rather investigates the trajectory as a whole. This method provides useful information to study intracellular and plasma membrane compartmentalisation. Additionally, this method is applied to single particle trajectory data of [Formula: see text]-adrenergic receptors, revealing that receptor stimulation results in increased trapping of receptors in defined domains, without changing the diffusion of free receptors. |
format | Online Article Text |
id | pubmed-8394669 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83946692021-08-28 Detecting Transient Trapping from a Single Trajectory: A Structural Approach Lanoiselée, Yann Grimes, Jak Koszegi, Zsombor Calebiro, Davide Entropy (Basel) Article In this article, we introduce a new method to detect transient trapping events within a single particle trajectory, thus allowing the explicit accounting of changes in the particle’s dynamics over time. Our method is based on new measures of a smoothed recurrence matrix. The newly introduced set of measures takes into account both the spatial and temporal structure of the trajectory. Therefore, it is adapted to study short-lived trapping domains that are not visited by multiple trajectories. Contrary to most existing methods, it does not rely on using a window, sliding along the trajectory, but rather investigates the trajectory as a whole. This method provides useful information to study intracellular and plasma membrane compartmentalisation. Additionally, this method is applied to single particle trajectory data of [Formula: see text]-adrenergic receptors, revealing that receptor stimulation results in increased trapping of receptors in defined domains, without changing the diffusion of free receptors. MDPI 2021-08-13 /pmc/articles/PMC8394669/ /pubmed/34441183 http://dx.doi.org/10.3390/e23081044 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Lanoiselée, Yann Grimes, Jak Koszegi, Zsombor Calebiro, Davide Detecting Transient Trapping from a Single Trajectory: A Structural Approach |
title | Detecting Transient Trapping from a Single Trajectory: A Structural Approach |
title_full | Detecting Transient Trapping from a Single Trajectory: A Structural Approach |
title_fullStr | Detecting Transient Trapping from a Single Trajectory: A Structural Approach |
title_full_unstemmed | Detecting Transient Trapping from a Single Trajectory: A Structural Approach |
title_short | Detecting Transient Trapping from a Single Trajectory: A Structural Approach |
title_sort | detecting transient trapping from a single trajectory: a structural approach |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8394669/ https://www.ncbi.nlm.nih.gov/pubmed/34441183 http://dx.doi.org/10.3390/e23081044 |
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