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Disentangling Random Motion and Flow in a Complex Medium
We describe a technique for deconvolving the stochastic motion of particles from large-scale fluid flow in a dynamic environment such as that found in living cells. The method leverages the separation of timescales to subtract out the persistent component of motion from single-particle trajectories....
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Biophysical Society
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4744162/ https://www.ncbi.nlm.nih.gov/pubmed/26840734 http://dx.doi.org/10.1016/j.bpj.2015.11.008 |
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author | Koslover, Elena F. Chan, Caleb K. Theriot, Julie A. |
author_facet | Koslover, Elena F. Chan, Caleb K. Theriot, Julie A. |
author_sort | Koslover, Elena F. |
collection | PubMed |
description | We describe a technique for deconvolving the stochastic motion of particles from large-scale fluid flow in a dynamic environment such as that found in living cells. The method leverages the separation of timescales to subtract out the persistent component of motion from single-particle trajectories. The mean-squared displacement of the resulting trajectories is rescaled so as to enable robust extraction of the diffusion coefficient and subdiffusive scaling exponent of the stochastic motion. We demonstrate the applicability of the method for characterizing both diffusive and fractional Brownian motion overlaid by flow and analytically calculate the accuracy of the method in different parameter regimes. This technique is employed to analyze the motion of lysosomes in motile neutrophil-like cells, showing that the cytoplasm of these cells behaves as a viscous fluid at the timescales examined. |
format | Online Article Text |
id | pubmed-4744162 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | The Biophysical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-47441622017-02-02 Disentangling Random Motion and Flow in a Complex Medium Koslover, Elena F. Chan, Caleb K. Theriot, Julie A. Biophys J Cell Biophysics We describe a technique for deconvolving the stochastic motion of particles from large-scale fluid flow in a dynamic environment such as that found in living cells. The method leverages the separation of timescales to subtract out the persistent component of motion from single-particle trajectories. The mean-squared displacement of the resulting trajectories is rescaled so as to enable robust extraction of the diffusion coefficient and subdiffusive scaling exponent of the stochastic motion. We demonstrate the applicability of the method for characterizing both diffusive and fractional Brownian motion overlaid by flow and analytically calculate the accuracy of the method in different parameter regimes. This technique is employed to analyze the motion of lysosomes in motile neutrophil-like cells, showing that the cytoplasm of these cells behaves as a viscous fluid at the timescales examined. The Biophysical Society 2016-02-02 2016-02-02 /pmc/articles/PMC4744162/ /pubmed/26840734 http://dx.doi.org/10.1016/j.bpj.2015.11.008 Text en © 2016 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Cell Biophysics Koslover, Elena F. Chan, Caleb K. Theriot, Julie A. Disentangling Random Motion and Flow in a Complex Medium |
title | Disentangling Random Motion and Flow in a Complex Medium |
title_full | Disentangling Random Motion and Flow in a Complex Medium |
title_fullStr | Disentangling Random Motion and Flow in a Complex Medium |
title_full_unstemmed | Disentangling Random Motion and Flow in a Complex Medium |
title_short | Disentangling Random Motion and Flow in a Complex Medium |
title_sort | disentangling random motion and flow in a complex medium |
topic | Cell Biophysics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4744162/ https://www.ncbi.nlm.nih.gov/pubmed/26840734 http://dx.doi.org/10.1016/j.bpj.2015.11.008 |
work_keys_str_mv | AT kosloverelenaf disentanglingrandommotionandflowinacomplexmedium AT chancalebk disentanglingrandommotionandflowinacomplexmedium AT theriotjuliea disentanglingrandommotionandflowinacomplexmedium |