Literature DB >> 17270220

Modeling regulation mechanisms in the immune system.

Peter S Kim1, Peter P Lee, Doron Levy.   

Abstract

We develop a mathematical framework for modeling regulatory mechanisms in the immune system. The model describes dynamics of key components of the immune network within two compartments: lymph node and tissue. We demonstrate using numerical simulations that our system can eliminate virus-infected cells, which are characterized by a tendency to increase without control (in absence of an immune response), while tolerating normal cells, which are characterized by a tendency to approach a stable equilibrium population. We experiment with different combinations of T cell reactivities that lead to effective systems and conclude that slightly self-reactive T cells can exist within the immune system and are controlled by regulatory cells. We observe that CD8+ T cell dynamics has two phases. In the first phase, CD8+ cells remain sequestered within the lymph node during a period of proliferation. In the second phase, the CD8+ population emigrates to the tissue and destroys its target population. We also conclude that a self-tolerant system must have a mechanism of central tolerance to ensure that self-reactive T cells are not too self-reactive. Furthermore, the effectiveness of a system depends on a balance between the reactivities of the effector and regulatory T cell populations, where the effectors are slightly more reactive than the regulatory cells.

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Year:  2006        PMID: 17270220     DOI: 10.1016/j.jtbi.2006.12.012

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  24 in total

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4.  A mathematical model of the enhancement of tumor vaccine efficacy by immunotherapy.

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Journal:  Bull Math Biol       Date:  2012-03-22       Impact factor: 1.758

5.  Quantifying immunoregulation by autoantigen-specific T-regulatory type 1 cells in mice with simultaneous hepatic and extra-hepatic autoimmune disorders.

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6.  An in silico model of cytotoxic T-lymphocyte activation in the lymph node following short peptide vaccination.

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7.  Emergent group dynamics governed by regulatory cells produce a robust primary T cell response.

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Review 9.  Mathematical models of tumor cell proliferation: A review of the literature.

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10.  Immunobiological outcomes of repeated chlamydial infection from two models of within-host population dynamics.

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Journal:  PLoS One       Date:  2009-09-03       Impact factor: 3.240

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