Literature DB >> 22438084

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

Shelby Wilson1, Doron Levy.   

Abstract

TGF-β is an immunoregulatory protein that contributes to inadequate antitumor immune responses in cancer patients. Recent experimental data suggests that TGF-β inhibition alone, provides few clinical benefits, yet it can significantly amplify the anti-tumor immune response when combined with a tumor vaccine. We develop a mathematical model in order to gain insight into the cooperative interaction between anti-TGF-β and vaccine treatments. The mathematical model follows the dynamics of the tumor size, TGF-β concentration, activated cytotoxic effector cells, and regulatory T cells. Using numerical simulations and stability analysis, we study the following scenarios: a control case of no treatment, anti-TGF-β treatment, vaccine treatment, and combined anti-TGF-β vaccine treatments. We show that our model is capable of capturing the observed experimental results, and hence can be potentially used in designing future experiments involving this approach to immunotherapy.

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Year:  2012        PMID: 22438084      PMCID: PMC3822329          DOI: 10.1007/s11538-012-9722-4

Source DB:  PubMed          Journal:  Bull Math Biol        ISSN: 0092-8240            Impact factor:   1.758


  31 in total

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  20 in total

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Review 9.  Bioinformatics for cancer immunology and immunotherapy.

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Review 10.  Cancer vaccines: state of the art of the computational modeling approaches.

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