Abstract
Local cancer cell invasion is a complex process involving many cellular and tissue interactions and is an important prerequisite for metastatic spread, the main cause of cancer related deaths. As a tumour increases in malignancy, the cancer cells adopt the ability to mutate into secondary cell subpopulations giving rise to a heterogeneous tumour. This new cell subpopulation often carries higher invasive abilities and permits a quicker spread of the tumour. Building upon the recent multiscale modelling framework for cancer invasion within a fibrous ECM introduced in Shuttleworth and Trucu (2019), in this paper we consider the process of local invasion by a heterotypic tumour consisting of two cancer cell populations mixed with a two-phase ECM. To that end, we address the double feedback link between the tissue-scale cancer dynamics and the cell-scale molecular processes through the development of a two-part modelling framework that crucially incorporates the multiscale dynamic redistribution of oriented fibres occurring within a two-phase extra-cellular matrix and combines this with the multiscale leading edge dynamics exploring key matrix-degrading enzymes molecular processes along the tumour interface that drive the movement of the cancer boundary. The modelling framework will be accompanied by computational results that explore the effects of the underlying fibre network on the overall pattern of cancer invasion.
Original language | English |
---|---|
Article number | 110040 |
Pages (from-to) | 1-22 |
Number of pages | 22 |
Journal | Journal of Theoretical Biology |
Volume | 486 |
Early online date | 8 Oct 2019 |
DOIs | |
Publication status | Published - 7 Feb 2020 |
Keywords
- Cancer invasion
- Computational modelling
- Extracellular matrix fibres
- Multiscale modelling
- Mutations
ASJC Scopus subject areas
- Statistics and Probability
- Modelling and Simulation
- General Biochemistry,Genetics and Molecular Biology
- General Immunology and Microbiology
- General Agricultural and Biological Sciences
- Applied Mathematics
Fingerprint
Dive into the research topics of 'Multiscale dynamics of a heterotypic cancer cell population within a fibrous extracellular matrix'. Together they form a unique fingerprint.Student theses
-
Multiscale modelling of cancer invasion: the role of dynamic fibre redistribution and matrix-degrading enzymes in tumour progression
Shuttleworth, R. (Author), Trucu, D. (Supervisor) & Lin, P. (Supervisor), 2019Student thesis: Doctoral Thesis › Doctor of Philosophy
File