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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2018
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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. |
format | Online Article Text |
id | pubmed-6286760 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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