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TGF-beta and IL-6 family signalling crosstalk: an integrated model

机译:TGF-Beta和IL-6系列信号串扰:综合模型

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Mathematical models for TGF-beta and IL-6 signalling have been linked, providing a platform for analyzing the crosstalk between the systems. An integrated IL-6:TGF-beta model was developed via a reduced set of reaction equations which incorporate both feedback loops and appropriate time-delays for transcription and translation processes. The model simulates stable, robust and realistic responses to both ligands. Pulsatile (multiple pulses) inputs for both TGF-beta and IL-6 have been simulated to investigate the effects of each ligand on the sensitivity, equilibrium and dynamic responses of the integrated signalling system. In our simulations the crosstalk between constant IL-6 and TGF-beta signalling via SMAD7 does not appear to be sufficient to render the cells resistant to TGF-beta inhibition. However, the simulations predict that pulsatile IL-6 stimulation would increase SMAD7 levels substantially and consequentially, lead to resistance to TGF-beta. The model also allows the prediction of the integrated signalling pathway responses to the mutation of key components, e.g. Gp130 (F/F).
机译:已经链接了TGF-Beta和IL-6信令的数学模型,提供了用于分析系统之间的串扰的平台。通过一组减少的反应方程式开发了集成IL-6:TGF-Beta模型,该反应方程掺入了反馈环和转录和翻译过程的适当时滞。该模型模拟对两个配体的稳定,鲁棒性和现实的反应。已经模拟了TGF-Beta和IL-6的脉冲(多个脉冲)输入以研究每个配体对集成信令系统的灵敏度,平衡和动态响应的影响。在我们的模拟中,恒定IL-6和TGF-β通过Smad7之间的串扰似乎不能足以使细胞抵抗TGF-β抑制。然而,模拟预测脉动IL-6刺激将基本且相应地增加SMAD7水平,导致抗TGF-β。该模型还允许预测集成的信令路径对关键组分的突变,例如, GP130(F / F)。

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