Bifurcations and chaotic dynamics in a tumour-immune-virus system

R. Eftimie, C. K. Macnamara, Jonathan Dushoff, J. L. Bramson, D. J. D. Earn

Research output: Contribution to journalArticle

9 Citations (Scopus)
170 Downloads (Pure)

Abstract

Despite mounting evidence that oncolytic viruses can be effective in treating cancer, understanding the details of the interactions between tumour cells, oncolytic viruses and immune cells that could lead to tumour control or tumour escape is still an open problem. Mathematical modelling of cancer oncolytic therapies has been used to investigate the biological mechanisms behind the observed temporal patterns of tumour growth. However, many models exhibit very complex dynamics, which renders them difficult to investigate. In this case, bifurcation diagrams could enable the visualisation of model dynamics by identifying (in the parameter space) the particular transition points between different behaviours. Here, we describe and investigate two simple mathematical models for oncolytic virus cancer therapy, with constant and immunity dependent carrying capacity. While both models can exhibit complex dynamics, namely fixed points, periodic orbits and chaotic behaviours, only the model with immunity-dependent carrying capacity can exhibit them for biologically realistic situations, i.e., before the tumour grows too large and the experiment is terminated. Moreover, with the help of the bifurcation diagrams we uncover two unexpected behaviours in virus-tumour dynamics: (i) for short virus half-life, the tumour size seems to be too small to be detected, while for long virus half-life the tumour grows to larger sizes that can be detected; (ii) some model parameters have opposite effects on the transient and asymptotic dynamics of the tumour.
Original languageEnglish
Pages (from-to)65-85
Number of pages21
JournalMathematical Modelling of Natural Phenomena
Volume11
Issue number5
Early online date7 Dec 2016
DOIs
Publication statusPublished - 7 Dec 2016

Keywords

  • cancer modelling
  • oncolytic viral therapy
  • global dynamics
  • chaos

Fingerprint Dive into the research topics of 'Bifurcations and chaotic dynamics in a tumour-immune-virus system'. Together they form a unique fingerprint.

  • Profiles

    No photo of Raluca Eftimie

    Eftimie, Raluca

    Person: Academic

    Cite this