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Microfluidic interrogation and mathematical modeling of multi-regime calcium signaling dynamics

机译:多区域钙信号传导动力学的微流体询问和数学建模

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摘要

Through microfluidic interrogation we analyzed real-time calcium responses of HEK293 cells stimulated with short pulses of the M3 muscarinic receptor ligand carbachol in two different concentration regimes. Lower ligand concentrations elicit oscillatory calcium signals while higher concentrations trigger a rapid rise that eventually settles down at a steady-state slightly above pre-stimulus levels, referred to as an acute signal. Cells were periodically pulsed with carbachol at these two concentration regimes using a custom-made microfluidic platform, and the resulting calcium signals were measured with a single fluorescent readout. Pulsed stimulations at these two concentration regimes resulted in multiple types of response patterns that each delivered complementary information about the M3 muscarinic receptor signaling pathway. These multiple types of calcium response patterns enabled development of a comprehensive mathematical model of multi-regime calcium signaling. The resulting model suggests that dephosphorylation of deactivated receptors is rate limiting for recovery of calcium signals in the acute regime (high ligand concentration), while calcium replenishment and IP3 production determine signal recovery in the oscillatory regime (low ligand concentration). This study not only provides mechanistic insight into multi-regime signaling of the M3 muscarinic receptor pathway, but also provides a general strategy for analyzing multi-regime pathways using only one fluorescent readout.
机译:通过微流体询问,我们分析了在两种不同浓度方案下,用短脉冲M3毒蕈碱受体配体碳酰胆碱刺激的HEK293细胞的实时钙反应。较低的配体浓度会引起振荡的钙信号,而较高的配体浓度会引起快速上升,最终稳定在略高于刺激前水平的稳态下,这称为急性信号。使用定制的微流控平台,在这两种浓度条件下,定期用卡巴胆碱对细胞进行脉冲处理,并通过单个荧光读数测量所得的钙信号。在这两种浓度模式下的脉冲刺激导致多种类型的响应模式,每种响应模式都传递有关M3毒蕈碱受体信号传导途径的补充信息。这些多种类型的钙反应模式使得能够开发出多种形式的钙信号综合数学模型。所得模型表明,失活受体的去磷酸化是限制急性状态下钙信号恢复的速率限制(高配体浓度),而钙的补充和IP3的产生决定了振荡状态下信号的恢复(低配体浓度)。这项研究不仅提供了对M3毒蕈碱受体途径的多区域信号通路的机理性见解,而且还提供了仅使用一个荧光读数分析多区域路径的一般策略。

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