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一种用于阐明采用T11靶标结构的免疫疗法消除脑肿瘤的数学模型。

A mathematical model to elucidate brain tumor abrogation by immunotherapy with T11 target structure.

作者信息

Banerjee Sandip, Khajanchi Subhas, Chaudhuri Swapna

机构信息

Department of Mathematics, Indian Institute of Technology Roorkee, Roorkee - 247667, Uttaranchal, India.

Department of Laboratory Medicine, School of Tropical Medicine, Kolkata-700073, West Bengal, India.

出版信息

PLoS One. 2015 May 8;10(5):e0123611. doi: 10.1371/journal.pone.0123611. eCollection 2015.

Abstract

T11 Target structure (T11TS), a membrane glycoprotein isolated from sheep erythrocytes, reverses the immune suppressed state of brain tumor induced animals by boosting the functional status of the immune cells. This study aims at aiding in the design of more efficacious brain tumor therapies with T11 target structure. We propose a mathematical model for brain tumor (glioma) and the immune system interactions, which aims in designing efficacious brain tumor therapy. The model encompasses considerations of the interactive dynamics of glioma cells, macrophages, cytotoxic T-lymphocytes (CD8(+) T-cells), TGF-β, IFN-γ and the T11TS. The system undergoes sensitivity analysis, that determines which state variables are sensitive to the given parameters and the parameters are estimated from the published data. Computer simulations were used for model verification and validation, which highlight the importance of T11 target structure in brain tumor therapy.

摘要

T11靶结构(T11TS)是一种从绵羊红细胞中分离出来的膜糖蛋白,它通过提高免疫细胞的功能状态来逆转脑肿瘤诱导动物的免疫抑制状态。本研究旨在协助设计更有效的基于T11靶结构的脑肿瘤治疗方法。我们提出了一个关于脑肿瘤(胶质瘤)与免疫系统相互作用的数学模型,其目的是设计有效的脑肿瘤治疗方案。该模型考虑了胶质瘤细胞、巨噬细胞、细胞毒性T淋巴细胞(CD8(+) T细胞)、转化生长因子-β(TGF-β)、干扰素-γ(IFN-γ)和T11TS的相互作用动力学。该系统进行了敏感性分析,以确定哪些状态变量对给定参数敏感,并根据已发表的数据估计参数。计算机模拟用于模型验证,突出了T11靶结构在脑肿瘤治疗中的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9031/4425651/25eec7a4b9f1/pone.0123611.g001.jpg

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