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Model of Paradoxical Signaling Regulated T-Cell Population Control for Design of Synthetic Circuits

机译:用于合成电路设计的矛盾信号调节T细胞种群控制模型

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Paradoxical signaling occurs when the same signaling molecule can trigger antagonistic cell functions. For example, T-Cells secret cytokine IL-2 which promotes T-Cell proliferation and also affects cell death. It has been shown that cells with this signaling capability have bi-stable population dynamics. Cells can achieve identical levels of population homeostasis for initial cell concentrations within the region of attraction. These capabilities are desirable in the context of synthetic population control circuits designed for application in therapeutic treatment of various diseases. It thus becomes important to understand the dependence of the cell system on the intracellular paradoxical components and to develop accurate models to provide insight into optimal design characteristics. Here, we create a model that integrates three IL-2 driven intracellular mechanisms that trigger 1) T-cell proliferation 2) T-cell apoptosis and 3) IL-2 production. Using this model, we are able to explore the internal mechanisms necessary for paradoxical signaling in T-Cells. It was shown that the intracellular mechanisms considered were sufficient to produce population dynamic characteristics of paradoxical signaling consistent with published systems level models and data. Furthermore, analysis of parameters revealed dependency of population bistability on the production and activation of the specific intracellular proteins considered.
机译:当相同的信号分子可以触发拮抗细胞功能时,就会发生矛盾的信号传导。例如,T细胞分泌细胞因子IL-2,该因子可促进T细胞增殖并影响细胞死亡。已经表明具有这种信号传导能力的细胞具有双稳态种群动态。对于吸引区域内的初始细胞浓度,细胞可以达到相同水平的群体稳态。在设计用于各种疾病的治疗的合成种群控制电路的背景下,这些功能是理想的。因此,了解细胞系统对胞内矛盾成分的依赖性并开发准确的模型以提供对最佳设计特征的见解变得很重要。在这里,我们创建一个模型,该模型整合了触发1)T细胞增殖2)T细胞凋亡和3)IL-2产生的三个IL-2驱动的细胞内机制。使用此模型,我们能够探索T细胞中反常信号转导所必需的内部机制。结果表明,所考虑的细胞内机制足以产生与已发布的系统级模型和数据一致的自相矛盾信号的种群动态特征。此外,对参数的分析揭示了种群双稳态对所考虑的特定细胞内蛋白的产生和活化的依赖性。

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