Local Analysis of Heterogeneous Intracellular Transport: Slow and Fast Moving Endosomes.
anomalous diffusion
endosomes
heterogeneous
Journal
Entropy (Basel, Switzerland)
ISSN: 1099-4300
Titre abrégé: Entropy (Basel)
Pays: Switzerland
ID NLM: 101243874
Informations de publication
Date de publication:
27 Jul 2021
27 Jul 2021
Historique:
received:
14
06
2021
revised:
19
07
2021
accepted:
23
07
2021
entrez:
27
8
2021
pubmed:
28
8
2021
medline:
28
8
2021
Statut:
epublish
Résumé
Trajectories of endosomes inside living eukaryotic cells are highly heterogeneous in space and time and diffuse anomalously due to a combination of viscoelasticity, caging, aggregation and active transport. Some of the trajectories display switching between persistent and anti-persistent motion, while others jiggle around in one position for the whole measurement time. By splitting the ensemble of endosome trajectories into slow moving subdiffusive and fast moving superdiffusive endosomes, we analyzed them separately. The mean squared displacements and velocity auto-correlation functions confirm the effectiveness of the splitting methods. Applying the local analysis, we show that both ensembles are characterized by a spectrum of local anomalous exponents and local generalized diffusion coefficients. Slow and fast endosomes have exponential distributions of local anomalous exponents and power law distributions of generalized diffusion coefficients. This suggests that heterogeneous fractional Brownian motion is an appropriate model for both fast and slow moving endosomes. This article is part of a Special Issue entitled: "Recent Advances In Single-Particle Tracking: Experiment and Analysis" edited by Janusz Szwabiński and Aleksander Weron.
Identifiants
pubmed: 34441098
pii: e23080958
doi: 10.3390/e23080958
pmc: PMC8394768
pii:
doi:
Types de publication
Journal Article
Langues
eng
Subventions
Organisme : Engineering and Physical Sciences Research Council
ID : EP/V008641/1
Organisme : Wellcome Trust
ID : Grant No. 215189/Z/19/Z
Pays : United Kingdom
Organisme : Basque Government
ID : BERC 2018-2021 programs
Organisme : Spanish Ministry of Economy and Competitiveness MINECO
ID : BCAM Severo Ochoa excellence accreditation SEV-2017-0718
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