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A Macroscopic Mathematical Model for Cell Migration Assays Using a Real-Time Cell Analysis

Experiments of cell migration and chemotaxis assays have been classically performed in the so-called Boyden Chambers. A recent technology, xCELLigence Real Time Cell Analysis, is now allowing to monitor the cell migration in real time. This technology measures impedance changes caused by the gradual...

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Autores principales: Di Costanzo, Ezio, Ingangi, Vincenzo, Angelini, Claudia, Carfora, Maria Francesca, Carriero, Maria Vincenza, Natalini, Roberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5040252/
https://www.ncbi.nlm.nih.gov/pubmed/27680883
http://dx.doi.org/10.1371/journal.pone.0162553
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author Di Costanzo, Ezio
Ingangi, Vincenzo
Angelini, Claudia
Carfora, Maria Francesca
Carriero, Maria Vincenza
Natalini, Roberto
author_facet Di Costanzo, Ezio
Ingangi, Vincenzo
Angelini, Claudia
Carfora, Maria Francesca
Carriero, Maria Vincenza
Natalini, Roberto
author_sort Di Costanzo, Ezio
collection PubMed
description Experiments of cell migration and chemotaxis assays have been classically performed in the so-called Boyden Chambers. A recent technology, xCELLigence Real Time Cell Analysis, is now allowing to monitor the cell migration in real time. This technology measures impedance changes caused by the gradual increase of electrode surface occupation by cells during the course of time and provide a Cell Index which is proportional to cellular morphology, spreading, ruffling and adhesion quality as well as cell number. In this paper we propose a macroscopic mathematical model, based on advection-reaction-diffusion partial differential equations, describing the cell migration assay using the real-time technology. We carried out numerical simulations to compare simulated model dynamics with data of observed biological experiments on three different cell lines and in two experimental settings: absence of chemotactic signals (basal migration) and presence of a chemoattractant. Overall we conclude that our minimal mathematical model is able to describe the phenomenon in the real time scale and numerical results show a good agreement with the experimental evidences.
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spelling pubmed-50402522016-10-27 A Macroscopic Mathematical Model for Cell Migration Assays Using a Real-Time Cell Analysis Di Costanzo, Ezio Ingangi, Vincenzo Angelini, Claudia Carfora, Maria Francesca Carriero, Maria Vincenza Natalini, Roberto PLoS One Research Article Experiments of cell migration and chemotaxis assays have been classically performed in the so-called Boyden Chambers. A recent technology, xCELLigence Real Time Cell Analysis, is now allowing to monitor the cell migration in real time. This technology measures impedance changes caused by the gradual increase of electrode surface occupation by cells during the course of time and provide a Cell Index which is proportional to cellular morphology, spreading, ruffling and adhesion quality as well as cell number. In this paper we propose a macroscopic mathematical model, based on advection-reaction-diffusion partial differential equations, describing the cell migration assay using the real-time technology. We carried out numerical simulations to compare simulated model dynamics with data of observed biological experiments on three different cell lines and in two experimental settings: absence of chemotactic signals (basal migration) and presence of a chemoattractant. Overall we conclude that our minimal mathematical model is able to describe the phenomenon in the real time scale and numerical results show a good agreement with the experimental evidences. Public Library of Science 2016-09-28 /pmc/articles/PMC5040252/ /pubmed/27680883 http://dx.doi.org/10.1371/journal.pone.0162553 Text en © 2016 Di Costanzo et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Di Costanzo, Ezio
Ingangi, Vincenzo
Angelini, Claudia
Carfora, Maria Francesca
Carriero, Maria Vincenza
Natalini, Roberto
A Macroscopic Mathematical Model for Cell Migration Assays Using a Real-Time Cell Analysis
title A Macroscopic Mathematical Model for Cell Migration Assays Using a Real-Time Cell Analysis
title_full A Macroscopic Mathematical Model for Cell Migration Assays Using a Real-Time Cell Analysis
title_fullStr A Macroscopic Mathematical Model for Cell Migration Assays Using a Real-Time Cell Analysis
title_full_unstemmed A Macroscopic Mathematical Model for Cell Migration Assays Using a Real-Time Cell Analysis
title_short A Macroscopic Mathematical Model for Cell Migration Assays Using a Real-Time Cell Analysis
title_sort macroscopic mathematical model for cell migration assays using a real-time cell analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5040252/
https://www.ncbi.nlm.nih.gov/pubmed/27680883
http://dx.doi.org/10.1371/journal.pone.0162553
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