Computational Systems Biology, Singapore-MIT Alliance, National University of Singapore, Singapore, Singapore.
PLoS One. 2011;6(8):e22933. doi: 10.1371/journal.pone.0022933. Epub 2011 Aug 1.
ERK activation is enhanced by the scaffolding proteins KSR and MP1, localized near the cell membrane and late endosomes respectively, but little is known about their dynamic interplay. We develop here a mathematical model with ordinary differential equations to describe the dynamic activation of EGFR-ERK signaling under a conventional pathway without scaffolds, a KSR-scaffolded pathway, and an MP1-scaffolded pathway, and their impacts were examined under the influence of the endosomal regulators, Cbl-CIN85 and Endophilin A1. This new integrated model, validated against experimental results and computational constraints, shows that changes of ERK activation and EGFR endocytosis in response to EGF concentrations (i.e ligand sensitivity) depend on these scaffold proteins and regulators. The KSR-scaffolded and the conventional pathways act synergistically and are sensitive to EGF stimulation. When the KSR level is high, the sensitivity of ERK activation from this combined pathway remains low when Cbl-CIN85 level is low. But, such sensitivity can be increased with increasing levels of Endophilin if Cbl-CIN85 level becomes high. However, reduced KSR levels already present high sensitivity independent of Endophilin levels. In contrast, ERK activation by MP1 is additive to that of KSR but it shows little ligand-sensitivity under high levels of EGF. This can be partly reversed by increasing level of Endophilin while keeping Cbl-CIN85 level low. Further analyses showed that high levels of KSR affect ligand-sensitivity of EGFR endocytosis whereas MP1 ensures the robustness of endosomal ERK activation. These simulations constitute a multi-dimensional exploration of how EGF-dependent EGFR endocytosis and ERK activation are dynamically affected by scaffolds KSR and MP1, co-regulated by Cbl-CIN85 and Endophilin A1. Together, these results provide a detailed and quantitative demonstration of how regulators and scaffolds can collaborate to fine-tune the ligand-dependent sensitivity of EGFR endocytosis and ERK activation which could underlie differences during normal physiology, disease states and drug responses.
ERK 的激活受支架蛋白 KSR 和 MP1 的增强,它们分别位于细胞膜附近和晚期内体上,但它们之间的动态相互作用知之甚少。我们在这里开发了一个带有常微分方程的数学模型,用于描述在没有支架的常规途径、KSR 支架途径和 MP1 支架途径下 EGFR-ERK 信号的动态激活,并且在受内体调节剂 Cbl-CIN85 和内吞素 A1 的影响下检查了它们的影响。这个新的综合模型经过实验结果和计算约束的验证,表明 ERK 激活和 EGFR 内吞作用对 EGF 浓度(即配体敏感性)的变化取决于这些支架蛋白和调节剂。KSR 支架途径和常规途径协同作用,对 EGF 刺激敏感。当 KSR 水平较高时,当 Cbl-CIN85 水平较低时,来自这种组合途径的 ERK 激活的敏感性仍然较低。但是,如果 Cbl-CIN85 水平升高,则可以通过增加内吞素的水平来增加这种敏感性。然而,即使内吞素水平不变,降低的 KSR 水平已经表现出较高的敏感性。相比之下,MP1 对 ERK 的激活是与 KSR 的激活相加的,但在高水平的 EGF 下,它表现出很少的配体敏感性。当保持 Cbl-CIN85 水平低的同时增加内吞素的水平时,这种情况可以部分逆转。进一步的分析表明,高水平的 KSR 影响 EGFR 内吞作用的配体敏感性,而 MP1 确保了内体 ERK 激活的稳健性。这些模拟构成了对 EGF 依赖性 EGFR 内吞作用和 ERK 激活如何受支架 KSR 和 MP1 的动态影响的多维探索,这些支架受 Cbl-CIN85 和内吞素 A1 的共同调节。总之,这些结果提供了一个详细和定量的演示,说明调节剂和支架如何协作以微调 EGFR 内吞作用和 ERK 激活的配体依赖性敏感性,这可能是正常生理、疾病状态和药物反应中差异的基础。