Department of Biological Sciences, Virginia Tech, Blacksburg, VA, USA.
Biophys J. 2013 Aug 20;105(4):1079-89. doi: 10.1016/j.bpj.2013.07.011.
Epithelial to mesenchymal transition (EMT) plays an important role in embryonic development, tissue regeneration, and cancer metastasis. Whereas several feedback loops have been shown to regulate EMT, it remains elusive how they coordinately modulate EMT response to TGF-β treatment. We construct a mathematical model for the core regulatory network controlling TGF-β-induced EMT. Through deterministic analyses and stochastic simulations, we show that EMT is a sequential two-step program in which an epithelial cell first is converted to partial EMT then to the mesenchymal state, depending on the strength and duration of TGF-β stimulation. Mechanistically the system is governed by coupled reversible and irreversible bistable switches. The SNAIL1/miR-34 double-negative feedback loop is responsible for the reversible switch and regulates the initiation of EMT, whereas the ZEB/miR-200 feedback loop is accountable for the irreversible switch and controls the establishment of the mesenchymal state. Furthermore, an autocrine TGF-β/miR-200 feedback loop makes the second switch irreversible, modulating the maintenance of EMT. Such coupled bistable switches are robust to parameter variation and molecular noise. We provide a mechanistic explanation on multiple experimental observations. The model makes several explicit predictions on hysteretic dynamic behaviors, system response to pulsed stimulation, and various perturbations, which can be straightforwardly tested.
上皮-间充质转化 (EMT) 在胚胎发育、组织再生和癌症转移中起着重要作用。尽管已经显示出几个反馈回路可以调节 EMT,但它们如何协调调节 TGF-β 治疗诱导的 EMT 反应仍然难以捉摸。我们构建了一个用于控制 TGF-β 诱导的 EMT 的核心调控网络的数学模型。通过确定性分析和随机模拟,我们表明 EMT 是一个顺序的两步程序,其中上皮细胞首先被转化为部分 EMT,然后转化为间充质状态,这取决于 TGF-β 刺激的强度和持续时间。从机制上讲,该系统由耦合的可逆和不可逆双稳态开关控制。SNAIL1/miR-34 双阴性反馈回路负责可逆开关,调节 EMT 的起始,而 ZEB/miR-200 反馈回路负责不可逆开关,控制间充质状态的建立。此外,自分泌 TGF-β/miR-200 反馈回路使第二个开关不可逆,调节 EMT 的维持。这种耦合双稳态开关对参数变化和分子噪声具有鲁棒性。我们对多个实验观察结果提供了一种机制解释。该模型对滞后动态行为、系统对脉冲刺激的响应以及各种扰动做出了几个明确的预测,这些预测可以直接进行测试。