Dataset Information

Wilson2012 - tumor vaccine efficacy

ABSTRACT: The paper describes a model of antitumor vaccine therapy. Created by COPASI 4.25 (Build 207) This model is described in the article: A Mathematical Model of the Enhancement of Tumor Vaccine Efficacy by Immunotherapy Shelby Wilson and Doron Levy Bull Math Biol. 2012 July ; 74(7) 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. To cite BioModels Database, please use: BioModels Database: An enhanced, curated and annotated resource for published quantitative kinetic models . To the extent possible under law, all copyright and related or neighbouring rights to this encoded model have been dedicated to the public domain worldwide. Please refer to CC0 Public Domain Dedication for more information.

SUBMITTER: Jinghao Men

PROVIDER: BIOMD0000000791 | BioModels | 2024-09-02

REPOSITORIES: BioModels

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			Action	DRS
	BIOMD0000000791?filename=Wilson2012-biopax2.owl	Owl
	BIOMD0000000791?filename=Wilson2012-biopax3.owl	Owl
	BIOMD0000000791?filename=Wilson2012-matlab.m	Other
	BIOMD0000000791?filename=Wilson2012-octave.m	Other
	BIOMD0000000791?filename=Wilson2012.cps	Other

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Publications

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

Wilson Shelby S Levy Doron D

Bulletin of mathematical biology 20120322 7

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 ...[more]

PMID: 22438084

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