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Detecting Transient Trapping from a Single Trajectory: A Structural Approach

Authors :
Yann Lanoiselée
Jak Grimes
Zsombor Koszegi
Davide Calebiro
Source :
Entropy, Vol 23, Iss 8, p 1044 (2021)
Publication Year :
2021
Publisher :
MDPI AG, 2021.

Abstract

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 β2-adrenergic receptors, revealing that receptor stimulation results in increased trapping of receptors in defined domains, without changing the diffusion of free receptors.

Details

Language :
English
ISSN :
10994300
Volume :
23
Issue :
8
Database :
Directory of Open Access Journals
Journal :
Entropy
Publication Type :
Academic Journal
Accession number :
edsdoj.8b4c9e392b7b4054839df5acb6aa5a84
Document Type :
article
Full Text :
https://doi.org/10.3390/e23081044