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Multi-scale Simulation of T Helper Lymphocyte Differentiation

Academic Article
Publication Date:
2014
abstract:
The complex differentiation process of the CD4+ T helper lymphocytes shapes the form and the range of the immune response to different antigenic challenges. Few mathematical and computational models have addressed this key phenomenon. We here present a multiscale approach in which two different levels of description, i.e. a gene regulatory network model and an agent-based simulator for cell population dynamics, are integrated into a single immune system model. We illustrate how such model integration allows bridging a gap between gene level information and cell level population, and how the model is able to describe a coherent immunological behaviour when challenged with different stimuli.
Iris type:
01.01 Articolo in rivista
Keywords:
CD4+ T cell differentiation; CD4+ T cell dogma; Computational immunology; Gene regulatory networks; Immunoinformatics; T helper lymphocyte
List of contributors:
Colombo, Teresa; Prana, Vinca; Castiglione, Filippo; Santoni, Daniele; Tieri, Paolo
Authors of the University:
CASTIGLIONE FILIPPO
COLOMBO TERESA
SANTONI DANIELE
TIERI PAOLO
Handle:
https://iris.cnr.it/handle/20.500.14243/227074
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http://www.scopus.com/record/display.url?eid=2-s2.0-84909641449&origin=inward
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