» Articles » PMID: 34441098

Local Analysis of Heterogeneous Intracellular Transport: Slow and Fast Moving Endosomes

Overview
Journal Entropy (Basel)
Publisher MDPI
Date 2021 Aug 27
PMID 34441098
Citations 6
Authors
Affiliations
Soon will be listed here.
Abstract

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.

Citing Articles

Heterogeneous model for superdiffusive movement of dense core vesicles in C. elegans.

Gavrilova A, Korabel N, Allan V, Fedotov S Sci Rep. 2025; 15(1):6996.

PMID: 40016327 PMC: 11868511. DOI: 10.1038/s41598-024-83602-1.


Ensemble heterogeneity mimics ageing for endosomal dynamics within eukaryotic cells.

Korabel N, Taloni A, Pagnini G, Allan V, Fedotov S, Waigh T Sci Rep. 2023; 13(1):8789.

PMID: 37258614 PMC: 10232472. DOI: 10.1038/s41598-023-35903-0.


Conditional Entropic Approach to Nonequilibrium Complex Systems with Weak Fluctuation Correlation.

Itto Y Entropy (Basel). 2023; 25(4).

PMID: 37190346 PMC: 10137531. DOI: 10.3390/e25040556.


A new perspective of molecular diffusion by nuclear magnetic resonance.

Costantini G, Capuani S, Farrelly F, Taloni A Sci Rep. 2023; 13(1):1703.

PMID: 36717666 PMC: 9887074. DOI: 10.1038/s41598-023-27389-7.


The Fokker-Planck equation of the superstatistical fractional Brownian motion with application to passive tracers inside cytoplasm.

Runfola C, Vitali S, Pagnini G R Soc Open Sci. 2022; 9(11):221141.

PMID: 36340511 PMC: 9627453. DOI: 10.1098/rsos.221141.


References
1.
Han D, Korabel N, Chen R, Johnston M, Gavrilova A, Allan V . Deciphering anomalous heterogeneous intracellular transport with neural networks. Elife. 2020; 9. PMC: 7141808. DOI: 10.7554/eLife.52224. View

2.
Wang B, Kuo J, Bae S, Granick S . When Brownian diffusion is not Gaussian. Nat Mater. 2012; 11(6):481-5. DOI: 10.1038/nmat3308. View

3.
Waigh T . Advances in the microrheology of complex fluids. Rep Prog Phys. 2016; 79(7):074601. DOI: 10.1088/0034-4885/79/7/074601. View

4.
He W, Song H, Su Y, Geng L, Ackerson B, Peng H . Dynamic heterogeneity and non-Gaussian statistics for acetylcholine receptors on live cell membrane. Nat Commun. 2016; 7:11701. PMC: 4894960. DOI: 10.1038/ncomms11701. View

5.
Korabel N, Barkai E . Paradoxes of subdiffusive infiltration in disordered systems. Phys Rev Lett. 2010; 104(17):170603. DOI: 10.1103/PhysRevLett.104.170603. View