Yang Pei-Chi, Jafri M Saleet
Department of Physiology and Membrane Biology, University of California Davis, Davis, CA, 95616, USA.
Krasnow Institute for Advanced Study and School of Systems Biology, George Mason University, Fairfax, VA, 22030, USA.
Heliyon. 2020 Mar 7;6(3):e03526. doi: 10.1016/j.heliyon.2020.e03526. eCollection 2020 Mar.
T cell receptor stimulation initiates a cascade of reactions that cause an increase in intracellular calcium (Ca) concentration mediated through inositol 1,4,5-trisphosphate (IP). To understand the basic mechanisms by which the immune response in T cells is activated, it is useful to understand the signaling pathways that contain important targets for drugs in a quantitative fashion. A computational model helps us to understand how the selected elements in the pathways interact with each other, and which component plays the crucial role in systems. We have developed a mathematical model to explore the mechanism for controlling transcription factor activity, which regulates gene expression, by the modulation of calcium signaling triggered during T cell activation. The model simulates the activation and modulation of Ca release-activated Ca (CRAC) channels by mitochondrial dynamics and depletion of endoplasmic reticulum (ER) store, and also includes membrane potential in T-cells. The model simulates the experimental finding that increases in Ca current enhances the activation of transcription factors and the Ca influx through CRAC is also essential for the NFAT and NFκB activation. The model also suggests that plasma membrane Ca-ATPase (PMCA) controls a majority of the extrusion of Ca and modulates the activation of CRAC channels. Furthermore, the model simulations explain how the complex interaction of the endoplasmic reticulum, membrane potential, mitochondria, and ion channels such as CRAC channels control T cell activation.
T细胞受体刺激引发一系列反应,导致通过肌醇1,4,5 - 三磷酸(IP)介导的细胞内钙(Ca)浓度升高。为了理解T细胞免疫反应被激活的基本机制,以定量方式理解包含药物重要靶点的信号通路是很有用的。计算模型有助于我们理解通路中选定的元素如何相互作用,以及哪个组件在系统中起关键作用。我们开发了一个数学模型,以探索通过调节T细胞激活过程中触发的钙信号来控制调节基因表达的转录因子活性的机制。该模型模拟了线粒体动力学和内质网(ER)储存耗竭对钙释放激活钙(CRAC)通道的激活和调节,并且还包括T细胞中的膜电位。该模型模拟了实验发现,即钙电流增加会增强转录因子的激活,并且通过CRAC的钙内流对于NFAT和NFκB激活也是必不可少的。该模型还表明,质膜钙ATP酶(PMCA)控制了大部分钙的外流,并调节CRAC通道的激活。此外,模型模拟解释了内质网、膜电位、线粒体和诸如CRAC通道等离子通道的复杂相互作用如何控制T细胞激活。