Cargando…
Derivation of continuum models from discrete models of mechanical forces in cell populations
In certain discrete models of populations of biological cells, the mechanical forces between the cells are center based or vertex based on the microscopic level where each cell is individually represented. The cells are circular or spherical in a center based model and polygonal or polyhedral in a v...
Autor principal: | |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8654724/ https://www.ncbi.nlm.nih.gov/pubmed/34878601 http://dx.doi.org/10.1007/s00285-021-01697-w |
_version_ | 1784611923352879104 |
---|---|
author | Lötstedt, Per |
author_facet | Lötstedt, Per |
author_sort | Lötstedt, Per |
collection | PubMed |
description | In certain discrete models of populations of biological cells, the mechanical forces between the cells are center based or vertex based on the microscopic level where each cell is individually represented. The cells are circular or spherical in a center based model and polygonal or polyhedral in a vertex based model. On a higher, macroscopic level, the time evolution of the density of the cells is described by partial differential equations (PDEs). We derive relations between the modelling on the micro and macro levels in one, two, and three dimensions by regarding the micro model as a discretization of a PDE for conservation of mass on the macro level. The forces in the micro model correspond on the macro level to a gradient of the pressure scaled by quantities depending on the cell geometry. The two levels of modelling are compared in numerical experiments in one and two dimensions. |
format | Online Article Text |
id | pubmed-8654724 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-86547242022-01-04 Derivation of continuum models from discrete models of mechanical forces in cell populations Lötstedt, Per J Math Biol Article In certain discrete models of populations of biological cells, the mechanical forces between the cells are center based or vertex based on the microscopic level where each cell is individually represented. The cells are circular or spherical in a center based model and polygonal or polyhedral in a vertex based model. On a higher, macroscopic level, the time evolution of the density of the cells is described by partial differential equations (PDEs). We derive relations between the modelling on the micro and macro levels in one, two, and three dimensions by regarding the micro model as a discretization of a PDE for conservation of mass on the macro level. The forces in the micro model correspond on the macro level to a gradient of the pressure scaled by quantities depending on the cell geometry. The two levels of modelling are compared in numerical experiments in one and two dimensions. Springer Berlin Heidelberg 2021-12-08 2021 /pmc/articles/PMC8654724/ /pubmed/34878601 http://dx.doi.org/10.1007/s00285-021-01697-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Lötstedt, Per Derivation of continuum models from discrete models of mechanical forces in cell populations |
title | Derivation of continuum models from discrete models of mechanical forces in cell populations |
title_full | Derivation of continuum models from discrete models of mechanical forces in cell populations |
title_fullStr | Derivation of continuum models from discrete models of mechanical forces in cell populations |
title_full_unstemmed | Derivation of continuum models from discrete models of mechanical forces in cell populations |
title_short | Derivation of continuum models from discrete models of mechanical forces in cell populations |
title_sort | derivation of continuum models from discrete models of mechanical forces in cell populations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8654724/ https://www.ncbi.nlm.nih.gov/pubmed/34878601 http://dx.doi.org/10.1007/s00285-021-01697-w |
work_keys_str_mv | AT lotstedtper derivationofcontinuummodelsfromdiscretemodelsofmechanicalforcesincellpopulations |