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Nonmotile Single-Cell Migration as a Random Walk in Nonuniformity: The “Extreme Dumping Limit” for Cell-to-Cell Communications

In the present work, we model single-cell movement as a random walk in an external potential observed within the extreme dumping limit, which we define herein as the extreme nonuniform behavior observed for cell responses and cell-to-cell communications. Starting from the Newton–Langevin equation of...

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Detalles Bibliográficos
Autores principales: Panotopoulos, Grigorios P., Aguayo, Sebastian, Haidar, Ziyad S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6286760/
https://www.ncbi.nlm.nih.gov/pubmed/30595832
http://dx.doi.org/10.1155/2018/9680713
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author Panotopoulos, Grigorios P.
Aguayo, Sebastian
Haidar, Ziyad S.
author_facet Panotopoulos, Grigorios P.
Aguayo, Sebastian
Haidar, Ziyad S.
author_sort Panotopoulos, Grigorios P.
collection PubMed
description In the present work, we model single-cell movement as a random walk in an external potential observed within the extreme dumping limit, which we define herein as the extreme nonuniform behavior observed for cell responses and cell-to-cell communications. Starting from the Newton–Langevin equation of motion, we solve the corresponding Fokker–Planck equation to compute higher moments of the displacement of the cell, and then we build certain quantities that can be measurable experimentally. We show that, each time, the dynamics depend on the external force applied, leading to predictions distinct from the standard results of a free Brownian particle. Our findings demonstrate that cell migration viewed as a stochastic process is still compatible with biological and experimental observations without the need to rely on more complicated or sophisticated models proposed previously in the literature.
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spelling pubmed-62867602018-12-30 Nonmotile Single-Cell Migration as a Random Walk in Nonuniformity: The “Extreme Dumping Limit” for Cell-to-Cell Communications Panotopoulos, Grigorios P. Aguayo, Sebastian Haidar, Ziyad S. J Healthc Eng Research Article In the present work, we model single-cell movement as a random walk in an external potential observed within the extreme dumping limit, which we define herein as the extreme nonuniform behavior observed for cell responses and cell-to-cell communications. Starting from the Newton–Langevin equation of motion, we solve the corresponding Fokker–Planck equation to compute higher moments of the displacement of the cell, and then we build certain quantities that can be measurable experimentally. We show that, each time, the dynamics depend on the external force applied, leading to predictions distinct from the standard results of a free Brownian particle. Our findings demonstrate that cell migration viewed as a stochastic process is still compatible with biological and experimental observations without the need to rely on more complicated or sophisticated models proposed previously in the literature. Hindawi 2018-11-25 /pmc/articles/PMC6286760/ /pubmed/30595832 http://dx.doi.org/10.1155/2018/9680713 Text en Copyright © 2018 Grigorios P. Panotopoulos et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Panotopoulos, Grigorios P.
Aguayo, Sebastian
Haidar, Ziyad S.
Nonmotile Single-Cell Migration as a Random Walk in Nonuniformity: The “Extreme Dumping Limit” for Cell-to-Cell Communications
title Nonmotile Single-Cell Migration as a Random Walk in Nonuniformity: The “Extreme Dumping Limit” for Cell-to-Cell Communications
title_full Nonmotile Single-Cell Migration as a Random Walk in Nonuniformity: The “Extreme Dumping Limit” for Cell-to-Cell Communications
title_fullStr Nonmotile Single-Cell Migration as a Random Walk in Nonuniformity: The “Extreme Dumping Limit” for Cell-to-Cell Communications
title_full_unstemmed Nonmotile Single-Cell Migration as a Random Walk in Nonuniformity: The “Extreme Dumping Limit” for Cell-to-Cell Communications
title_short Nonmotile Single-Cell Migration as a Random Walk in Nonuniformity: The “Extreme Dumping Limit” for Cell-to-Cell Communications
title_sort nonmotile single-cell migration as a random walk in nonuniformity: the “extreme dumping limit” for cell-to-cell communications
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6286760/
https://www.ncbi.nlm.nih.gov/pubmed/30595832
http://dx.doi.org/10.1155/2018/9680713
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