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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...

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Autores principales: Lanoiselée, Yann, Grimes, Jak, Koszegi, Zsombor, Calebiro, Davide
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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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