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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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 |
work_keys_str_mv |
AT marcoscianna acellularpottsmodelforanalyzingcellmigrationacrossconstrainingpillararrays AT luigipreziosi acellularpottsmodelforanalyzingcellmigrationacrossconstrainingpillararrays AT marcoscianna cellularpottsmodelforanalyzingcellmigrationacrossconstrainingpillararrays AT luigipreziosi cellularpottsmodelforanalyzingcellmigrationacrossconstrainingpillararrays |
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1724222581157920768 |