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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.
| Original language | English |
|---|---|
| Article number | 1044 |
| Number of pages | 16 |
| Journal | Entropy |
| Volume | 23 |
| Issue number | 8 |
| DOIs | |
| Publication status | Published - 13 Aug 2021 |
Bibliographical note
Funding Information:Funding: This work was partially supported by a Wellcome Trust Senior Research Fellowship (212313/Z/18/Z to D.C.).
Publisher Copyright:
© 2021 by the authors. Licensee MDPI, Basel, Switzerland.
Keywords
- single particle trajectory
- stochastic processes
- trapping
- confinement
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Dive into the research topics of 'Detecting transient trapping from a single trajectory: a structural approach'. Together they form a unique fingerprint.Projects
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Towards a Single-Molecule Pharmacology of G-Protein-Coupled Receptors: Understanding Receptor Dynamics to Develop Innovative Drugs
Calebiro, D. (Principal Investigator)
12/03/19 → 12/09/25
Project: Research