Andrea Stocchi
Understanding and modelling T-cells reproduction in vitro.
Rel. Marcello Edoardo Delitala, Federico Frascoli. Politecnico di Torino, Master of science program in Mathematical Engineering, 2024
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Abstract
This thesis investigates the dynamics of T-cell populations during clonal expansion, utilizing mathematical models to replicate and analyze these processes. By focusing on single-cell resolution data from various cell families, the study aims to uncover heterogeneity in cell behavior. Comparisons among different approaches -Cyton, ODE and stochastic- highlight the Cyton model's superior adaptability in capturing complex dynamics. The work emphasises the need for nuanced models incorporating biological rules to better represent immune system responses.
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