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人类整合免疫系统通路模型及其与金黄色葡萄球菌超抗原产生表达调控通路的相互作用:比较病原体扰动和未扰动通路的行为

A model of an integrated immune system pathway in Homo sapiens and its interaction with superantigen producing expression regulatory pathway in Staphylococcus aureus: comparing behavior of pathogen perturbed and unperturbed pathway.

作者信息

Tomar Namrata, De Rajat K

机构信息

Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India.

出版信息

PLoS One. 2013 Dec 6;8(12):e80918. doi: 10.1371/journal.pone.0080918. eCollection 2013.

Abstract

Response of an immune system to a pathogen attack depends on the balance between the host immune defense and the virulence of the pathogen. Investigation of molecular interactions between the proteins of a host and a pathogen helps in identifying the pathogenic proteins. It is necessary to understand the dynamics of a normally behaved host system to evaluate the capacity of its immune system upon pathogen attack. In this study, we have compared the behavior of an unperturbed and pathogen perturbed host system. Moreover, we have developed a formalism under Flux Balance Analysis (FBA) for the optimization of conflicting objective functions. We have constructed an integrated pathway system, which includes Staphylococcal Superantigen (SAg) expression regulatory pathway and TCR signaling pathway of Homo sapiens. We have implemented the method on this pathway system and observed the behavior of host signaling molecules upon pathogen attack. The entire study has been divided into six different cases, based on the perturbed/unperturbed conditions. In other words, we have investigated unperturbed and pathogen perturbed human TCR signaling pathway, with different combinations of optimization of concentrations of regulatory and signaling molecules. One of these cases has aimed at finding out whether minimization of the toxin production in a pathogen leads to the change in the concentration levels of the proteins coded by TCR signaling pathway genes in the infected host. Based on the computed results, we have hypothesized that the balance between TCR signaling inhibitory and stimulatory molecules can keep TCR signaling system into resting/stimulating state, depending upon the perturbation. The proposed integrated host-pathogen interaction pathway model has accurately reflected the experimental evidences, which we have used for validation purpose. The significance of this kind of investigation lies in revealing the susceptible interaction points that can take back the Staphylococcal Enterotoxin (SE)-challenged system within the range of normal behavior.

摘要

免疫系统对病原体攻击的反应取决于宿主免疫防御和病原体毒力之间的平衡。研究宿主与病原体蛋白质之间的分子相互作用有助于识别致病蛋白。有必要了解正常状态下宿主系统的动态变化,以评估其免疫系统在病原体攻击时的能力。在本研究中,我们比较了未受干扰和受病原体干扰的宿主系统的行为。此外,我们在通量平衡分析(FBA)框架下开发了一种形式主义,用于优化相互冲突的目标函数。我们构建了一个整合的通路系统,其中包括金黄色葡萄球菌超抗原(SAg)表达调控通路和人类TCR信号通路。我们在这个通路系统上实施了该方法,并观察了病原体攻击时宿主信号分子的行为。根据受干扰/未受干扰的条件,整个研究分为六种不同的情况。换句话说,我们研究了未受干扰和受病原体干扰的人类TCR信号通路,以及调控分子和信号分子浓度优化的不同组合。其中一种情况旨在探究病原体中毒素产生的最小化是否会导致感染宿主中TCR信号通路基因编码的蛋白质浓度水平发生变化。基于计算结果,我们假设TCR信号抑制分子和刺激分子之间的平衡可以使TCR信号系统根据干扰情况保持在静止/刺激状态。所提出的宿主-病原体相互作用通路整合模型准确反映了我们用于验证目的的实验证据。这类研究的意义在于揭示在正常行为范围内可使受到葡萄球菌肠毒素(SE)攻击的系统恢复正常的易感相互作用点。

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