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Growing and reproducing particles evolving through space and time

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Abstract

In this paper we develop a spatially explicit marked point process model to generate spatial patterns of reproducing and moving cells evolving through continuous time. In this context, marked points (i.e. cells) can divide and move as a result of (a) their own growth and division motions, and (b) the division motions and the growth of their touching neighbours. To illustrate such dynamics we present several simulated examples. Our results suggest that by replacing the mathematically convenient growth and interaction functions by others more suited to mimic realistic cell reproduction dynamics, this model may provide a modelling framework to simulate cell aggregate (i.e. tissue) dynamics. Moreover, adding movement to dividing and growing points opens up new areas of application as well as new theoretical problems such as the analysis and generation of dense packing of discs (or spheres).

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References

  • Alberts B, Johnson A, Lewis J, Raff M, Roberts K, Walter P (2002) Molecular biology of the cell. Garland, New York

    Google Scholar 

  • Baserga R (1965) Relationship of cell cycle to tumor growth and control of cell division. Cancer Res 25:581–595

    Google Scholar 

  • Comas C, Mateu J (2006) On soft and hard particle motions for stochastic marked point processes. J Statist Comput Simul (to appear)

  • Diggle PJ (2003) Statistical analysis of spatial point patterns, 2nd edn.Edward Arnold, London

    MATH  Google Scholar 

  • DiMilla PA, Barbee K, Lauffenburger DA (1991) Mathematical model for the effects of adhesion and mechanics on cell migration speed. Biophys J 60:15-37

    Google Scholar 

  • Dubertret B, Rivier N (1997) The renewal of the epidermis: a topological mechanism. Biophys J 73:38–44

    Article  Google Scholar 

  • Dubertret B, Rivier N (2000)Geometrical models of the renewal of the epidermis. CR Acad Sci III 323:49–56

    Google Scholar 

  • Granner F, Glazier JA (1992) Simulation of biology cell sorting using a two-dimensional extended Potts model. Phys Rev Lett 69:2013–2016

    Article  Google Scholar 

  • Honda H(1978)Description of cellular patterns by Dirichlet domains: the two-dimensional case.J Theor Biol 72:523–543

    Article  MathSciNet  Google Scholar 

  • Honda H, Eguchi G (1980) How much does the cell boundary contract in a monolayered cell sheet?. J Theor Biol 84:575–588

    Article  Google Scholar 

  • Renshaw E, Särkkä A (2001)Gibbs point processes for studying the development of spatial-temporal stochastic processes. shape Comput Statist Data Analy 36:85–105

    Article  MATH  Google Scholar 

  • Ribba B, Saut O, Bresch D, Grenier E, Biossel JP (2006) A multiscale mathematical model of avascular tumor growth to investigate the therapeutic benefit of anti-invasive agents. J Theor Biol 243:532–541

    Article  Google Scholar 

  • Solé RV (2003) Phase transitions in unstable cancer cell populations. Eur Phys J B 35:117–123

    Article  Google Scholar 

  • Stein GS, Baserga R, Giordano A, Denhardt DT (1999) The molecular basis of cell cycle and growth control. Wiley-Liss

  • Stoyan D, Kendall WS, Mecke J (1995)shape Stochastic geometry and its applications. Wiley, New York

    MATH  Google Scholar 

  • Stoyan D (2003). Hard problems with random systems of hard particles. Bulletin of the 54th session of the ISI, 13–20 August, Berlin

  • Torquato S (2005) Random heterogeneous material. Microstructure and macroscopic properties, 2nd edn. Springer, New York

    Google Scholar 

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Correspondence to J. Mateu.

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Work partially funded by grant MTM2004-06231 from the Spanish Ministry of Science and Education.

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Comas, C., Mateu, J. Growing and reproducing particles evolving through space and time. Metrika 67, 145–169 (2008). https://doi.org/10.1007/s00184-007-0127-6

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  • DOI: https://doi.org/10.1007/s00184-007-0127-6

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