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A hybrid discrete-continuum modelling approach to explore the impact of T-cell infiltration on anti-tumour immune response
- Source :
- Bulletin of Mathematical Biology, Bulletin of Mathematical Biology, In press
- Publication Year :
- 2022
- Publisher :
- HAL CCSD, 2022.
-
Abstract
- International audience; We present a spatial hybrid discrete-continuum modelling framework for the interaction dynamics between tumour cells and cytotoxic T cells, which play a pivotal role in the immune response against tumours. In this framework, tumour cells and T cells are modelled as individual agents while chemokines that drive the chemotactic movement of T cells towards the tumour are modelled as a continuum. We formally derive the continuum counterpart of this model, which is given by a coupled system that comprises an integro-differential equation for the density of tumour cells, a partial differential equation for the density of T cells, and a partial differential equation for the concentration of chemokines. We report on computational results of the hybrid model and show that there is an excellent quantitative agreement between them and numerical solutions of the corresponding continuum model. These results shed light on the mechanisms that underlie the emergence of different levels of infiltration of T cells into the tumour and elucidate how T-cell infiltration shapes anti-tumour immune response. Moreover, to present a proof of concept for the idea that, exploiting the computational efficiency of the continuum model, extensive numerical simulations could be carried out, we investigate the impact of T-cell infiltration on the response of tumour cells to different types of anti-cancer immunotherapy.
- Subjects :
- General Mathematics
T-cell infiltration
Immunology
[SDV.CAN]Life Sciences [q-bio]/Cancer
Models, Biological
Tumour-Immune cell interactions
General Biochemistry, Genetics and Molecular Biology
Mathematics - Analysis of PDEs
[SDV.CAN] Life Sciences [q-bio]/Cancer
Models
Neoplasms
FOS: Mathematics
Numerical simulations
Humans
[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP]
Computer Simulation
[MATH.MATH-AP] Mathematics [math]/Analysis of PDEs [math.AP]
General Environmental Science
Pharmacology
Continuum models
General Neuroscience
Immunity
Mathematical Concepts
Biological
[INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation
Hybrid models
Immunotherapy
Tumour–immune cell interactions
Chemokines
Computational Theory and Mathematics
[INFO.INFO-MO] Computer Science [cs]/Modeling and Simulation
General Agricultural and Biological Sciences
Analysis of PDEs (math.AP)
Subjects
Details
- Language :
- English
- ISSN :
- 00928240 and 15229602
- Database :
- OpenAIRE
- Journal :
- Bulletin of Mathematical Biology, Bulletin of Mathematical Biology, In press
- Accession number :
- edsair.doi.dedup.....8051cd61649febf6cc2031c18a23bc5c