Cattiaux, Patrick, Christophe, Claire and Gadat, Sébastien (2016) A stochastic model for cytotoxic T. Lymphocyte interaction with tumor nodules. TSE Working Paper, n. 16-711, Toulouse
Preview |
Text
Download (739kB) | Preview |
Abstract
CTL (Cytotoxic T. Lymphocytes) destroy virally infected cells and tumor cells via the secretion of lytic molecules stored in intracellular granules. They are key components of the anti-cancer immune response and it is therefore crucial to study in depth, and possibly enhance, their biological responses against tumors. In [CMR+15], we introduced a stochastic dynamical model that involves interacting particles based on experimentally measured parameters. It therefore makes it possible to describe CTL function during immuno-editing. At the same time, we showed on simulations that a bias in CTL motility inducing a progressive attraction towards a few scout CTL, which have detected the nodule, enhances early productive collisions and drastically improves the tumor eradication rate. In the present paper, we introduce a continuous time similar model and derive rigorously formulas for the evolution of the system CTL/Nodule. Numerical schemes then confirm the quantitative role of the bias in the CTL movement induced by scout CTL, and open new perspectives on chemotaxis for immunotherapy.
Item Type: | Monograph (Working Paper) |
---|---|
Language: | English |
Date: | October 2016 |
Place of Publication: | Toulouse |
Uncontrolled Keywords: | self-interacting diffusion processes, hitting time, chemotaxis |
Subjects: | B- ECONOMIE ET FINANCE |
Divisions: | TSE-R (Toulouse) |
Institution: | Universite Toulouse 1 Capitole |
Site: | UT1 |
Date Deposited: | 19 Oct 2016 07:25 |
Last Modified: | 20 Feb 2024 14:43 |
OAI Identifier: | oai:tse-fr.eu:31103 |
URI: | https://publications.ut-capitole.fr/id/eprint/22439 |