A Cellular Potts Model for Analyzing Cell Migration across Constraining Pillar Arrays

Cell migration in highly constrained environments is fundamental in a wide variety of physiological and pathological phenomena. In particular, it has been experimentally shown that the migratory capacity of most cell lines depends on their ability to transmigrate through narrow constrictions, which...

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Main Authors: Marco Scianna, Luigi Preziosi
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Axioms
Subjects:
Online Access:https://www.mdpi.com/2075-1680/10/1/32
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spelling doaj-947f4b4fe4c044f3b3b674d7166ac4022021-03-13T00:01:29ZengMDPI AGAxioms2075-16802021-03-0110323210.3390/axioms10010032A Cellular Potts Model for Analyzing Cell Migration across Constraining Pillar ArraysMarco Scianna0Luigi Preziosi1Department of Mathematical Sciences, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, ItalyDepartment of Mathematical Sciences, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, ItalyCell migration in highly constrained environments is fundamental in a wide variety of physiological and pathological phenomena. In particular, it has been experimentally shown that the migratory capacity of most cell lines depends on their ability to transmigrate through narrow constrictions, which in turn relies on their deformation capacity. In this respect, the nucleus, which occupies a large fraction of the cell volume and is substantially stiffer than the surrounding cytoplasm, imposes a major obstacle. This aspect has also been investigated with the use of microfluidic devices formed by dozens of arrays of aligned polymeric pillars that limit the available space for cell movement. Such experimental systems, in particular, in the designs developed by the groups of Denais and of Davidson, were here reproduced with a tailored version of the Cellular Potts model, a grid-based stochastic approach where cell dynamics are established by a Metropolis algorithm for energy minimization. The proposed model allowed quantitatively analyzing selected cell migratory determinants (e.g., the cell and nuclear speed and deformation, and forces acting at the nuclear membrane) in the case of different experimental setups. Most of the numerical results show a remarkable agreement with the corresponding empirical data.https://www.mdpi.com/2075-1680/10/1/32Cellular Potts modelcell migrationnucleus deformationmicrochannel device
collection DOAJ
language English
format Article
sources DOAJ
author Marco Scianna
Luigi Preziosi
spellingShingle Marco Scianna
Luigi Preziosi
A Cellular Potts Model for Analyzing Cell Migration across Constraining Pillar Arrays
Axioms
Cellular Potts model
cell migration
nucleus deformation
microchannel device
author_facet Marco Scianna
Luigi Preziosi
author_sort Marco Scianna
title A Cellular Potts Model for Analyzing Cell Migration across Constraining Pillar Arrays
title_short A Cellular Potts Model for Analyzing Cell Migration across Constraining Pillar Arrays
title_full A Cellular Potts Model for Analyzing Cell Migration across Constraining Pillar Arrays
title_fullStr A Cellular Potts Model for Analyzing Cell Migration across Constraining Pillar Arrays
title_full_unstemmed A Cellular Potts Model for Analyzing Cell Migration across Constraining Pillar Arrays
title_sort cellular potts model for analyzing cell migration across constraining pillar arrays
publisher MDPI AG
series Axioms
issn 2075-1680
publishDate 2021-03-01
description Cell migration in highly constrained environments is fundamental in a wide variety of physiological and pathological phenomena. In particular, it has been experimentally shown that the migratory capacity of most cell lines depends on their ability to transmigrate through narrow constrictions, which in turn relies on their deformation capacity. In this respect, the nucleus, which occupies a large fraction of the cell volume and is substantially stiffer than the surrounding cytoplasm, imposes a major obstacle. This aspect has also been investigated with the use of microfluidic devices formed by dozens of arrays of aligned polymeric pillars that limit the available space for cell movement. Such experimental systems, in particular, in the designs developed by the groups of Denais and of Davidson, were here reproduced with a tailored version of the Cellular Potts model, a grid-based stochastic approach where cell dynamics are established by a Metropolis algorithm for energy minimization. The proposed model allowed quantitatively analyzing selected cell migratory determinants (e.g., the cell and nuclear speed and deformation, and forces acting at the nuclear membrane) in the case of different experimental setups. Most of the numerical results show a remarkable agreement with the corresponding empirical data.
topic Cellular Potts model
cell migration
nucleus deformation
microchannel device
url https://www.mdpi.com/2075-1680/10/1/32
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