Literature DB >> 27423897

Coherent modelling switch between pointwise and distributed representations of cell aggregates.

A Colombi1, M Scianna2, L Preziosi1.   

Abstract

Biological systems are typically formed by different cell phenotypes, characterized by specific biophysical properties and behaviors. Moreover, cells are able to undergo differentiation or phenotypic transitions upon internal or external stimuli. In order to take these phenomena into account, we here propose a modelling framework in which cells can be described either as pointwise/concentrated particles or as distributed masses, according to their biological determinants. A set of suitable rules then defines a coherent procedure to switch between the two mathematical representations. The theoretical environment describing cell transition is then enriched by including cell migratory dynamics and duplication/apoptotic processes, as well as the kinetics of selected diffusing chemicals influencing the system evolution. Finally, biologically relevant numerical realizations are presented: in particular, they deal with the growth of a tumor spheroid and with the initial differentiation stages of the formation of the zebrafish posterior lateral line. Both phenomena mainly rely on cell phenotypic transition and differentiated behaviour, thereby constituting biological systems particularly suitable to assess the advantages of the proposed model.

Entities:  

Keywords:  Cell differentiation; Cell phenotypic transition; Hybrid systems; Multiscale dynamics; Multiscale modeling

Mesh:

Year:  2016        PMID: 27423897     DOI: 10.1007/s00285-016-1042-0

Source DB:  PubMed          Journal:  J Math Biol        ISSN: 0303-6812            Impact factor:   2.259


  33 in total

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5.  Met overexpression confers HGF-dependent invasive phenotype to human thyroid carcinoma cells in vitro.

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Review 6.  Changing neighbours, changing behaviour: cell adhesion molecule-mediated signalling during tumour progression.

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Journal:  EMBO J       Date:  2003-05-15       Impact factor: 11.598

7.  Three-dimensional multispecies nonlinear tumor growth--I Model and numerical method.

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Review 8.  Multicellular spheroids in ovarian cancer metastases: Biology and pathology.

Authors:  Kristy Shield; M Leigh Ackland; Nuzhat Ahmed; Gregory E Rice
Journal:  Gynecol Oncol       Date:  2009-01-10       Impact factor: 5.482

9.  Establishment and characterization of multicellular spheroids from a human glioma cell line; Implications for tumor therapy.

Authors:  Divya Khaitan; Sudhir Chandna; M B Arya; B S Dwarakanath
Journal:  J Transl Med       Date:  2006-03-02       Impact factor: 5.531

10.  Scatter factor: molecular characteristics and effect on the invasiveness of epithelial cells.

Authors:  K M Weidner; J Behrens; J Vandekerckhove; W Birchmeier
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  5 in total

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Journal:  J Math Biol       Date:  2019-08-02       Impact factor: 2.259

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Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2020-07-27       Impact factor: 6.237

3.  Non-local Parabolic and Hyperbolic Models for Cell Polarisation in Heterogeneous Cancer Cell Populations.

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4.  Modelling chase-and-run migration in heterogeneous populations.

Authors:  A Colombi; M Scianna; K J Painter; L Preziosi
Journal:  J Math Biol       Date:  2019-08-29       Impact factor: 2.259

5.  Multi-Cue Kinetic Model with Non-Local Sensing for Cell Migration on a Fiber Network with Chemotaxis.

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  5 in total

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