Inherent biological adaptive control of feedback gain of circadian rhythms in a mathematical model: Stabilization of the sustained oscillations in a mRNA-protein model

R. M. Demirer, Oya Demirer
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Abstract

A mathematical model of cell-autonomous mammalian circadian clock is integrated into an adaptive control scheme. We analyze circadian clock rhythms with time delayed biophysically meaning parameter sets to generate self-oscillation behavior of a SCN neuron (Suprachiasmatic Nucleus Neuron). We demonstrate how an adaptive control scheme is utilized to stabilize of time varying mRNA and protein expression levels. Biological system optimizes the control parameters of coupled ODE with respect to minimizing energy metabolism or the time to satisfy the control goal. We will also investigate the robustness of inherent control mechanism to perturbations of coupled ODE system.
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数学模型中昼夜节律反馈增益的固有生物自适应控制:mrna -蛋白模型中持续振荡的稳定
将细胞自主哺乳动物生物钟的数学模型集成到自适应控制方案中。我们分析了生物钟节律与时间延迟的生物物理意义参数集,以产生SCN神经元(视交叉上核神经元)的自振荡行为。我们演示了如何利用自适应控制方案来稳定随时间变化的mRNA和蛋白质表达水平。生物系统以能量代谢或时间最小为目标,对耦合ODE的控制参数进行优化,以满足控制目标。我们还将研究固有控制机制对耦合ODE系统扰动的鲁棒性。
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