Literature DB >> 16169016

A cellular automata model of tumor-immune system interactions.

D G Mallet1, L G De Pillis.   

Abstract

We present a hybrid cellular automata-partial differential equation model of moderate complexity to describe the interactions between a growing tumor next to a nutrient source and the immune system of the host organism. The model allows both temporal and two-dimensional spatial evolution of the system under investigation and is comprised of biological cell metabolism rules derived from both the experimental and mathematical modeling literature. We present numerical simulations that display behaviors which are qualitatively similar to those exhibited in tumor-immune system interaction experiments. These include spherical tumor growth, stable and unstable oscillatory tumor growth, satellitosis and tumor infiltration by immune cells. Finally, the relationship between these different growth regimes and key system parameters is discussed.

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Year:  2005        PMID: 16169016     DOI: 10.1016/j.jtbi.2005.08.002

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  52 in total

Review 1.  Systems immunology: a survey of modeling formalisms, applications and simulation tools.

Authors:  Vipin Narang; James Decraene; Shek-Yoon Wong; Bindu S Aiswarya; Andrew R Wasem; Shiang Rong Leong; Alexandre Gouaillard
Journal:  Immunol Res       Date:  2012-09       Impact factor: 2.829

2.  A dynamic model of the immune response to the onset of a tumor.

Authors:  M Ya Antonovsky; M D Korzukhin
Journal:  Dokl Biochem Biophys       Date:  2013-08-23       Impact factor: 0.788

3.  Extracting cellular automaton rules from physical Langevin equation models for single and collective cell migration.

Authors:  J M Nava-Sedeño; H Hatzikirou; F Peruani; A Deutsch
Journal:  J Math Biol       Date:  2017-02-27       Impact factor: 2.259

4.  Dynamics of the cell-mediated immune response to tumour growth.

Authors:  Álvaro G López; Jesús M Seoane; Miguel A F Sanjuán
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2017-06-28       Impact factor: 4.226

5.  Mathematical modelling of trastuzumab-induced immune response in an in vivo murine model of HER2+ breast cancer.

Authors:  Angela M Jarrett; Meghan J Bloom; Wesley Godfrey; Anum K Syed; David A Ekrut; Lauren I Ehrlich; Thomas E Yankeelov; Anna G Sorace
Journal:  Math Med Biol       Date:  2019-09-02       Impact factor: 1.854

6.  FEM-based 3-D tumor growth prediction for kidney tumor.

Authors:  Xinjian Chen; Ronald Summers; Jianhua Yao
Journal:  IEEE Trans Biomed Eng       Date:  2011-03       Impact factor: 4.538

7.  Mathematical modeling of cancer-immune system, considering the role of antibodies.

Authors:  Sumana Ghosh; Sandip Banerjee
Journal:  Theory Biosci       Date:  2018-03-23       Impact factor: 1.919

8.  Nonlinear simulations of solid tumor growth using a mixture model: invasion and branching.

Authors:  Vittorio Cristini; Xiangrong Li; John S Lowengrub; Steven M Wise
Journal:  J Math Biol       Date:  2008-09-12       Impact factor: 2.259

9.  Kidney tumor growth prediction by coupling reaction-diffusion and biomechanical model.

Authors:  Xinjian Chen; Ronald M Summers; Jianhua Yao
Journal:  IEEE Trans Biomed Eng       Date:  2012-10-02       Impact factor: 4.538

10.  Computational systems biology in cancer: modeling methods and applications.

Authors:  Wayne Materi; David S Wishart
Journal:  Gene Regul Syst Bio       Date:  2007-09-17
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