A positive feedback cell signaling nucleation model of astrocyte dynamics.

Frontiers in neuroengineering Pub Date : 2013-07-10 eCollection Date: 2013-01-01 DOI:10.3389/fneng.2013.00004
Christopher L Macdonald, Gabriel A Silva
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引用次数: 4

Abstract

We constructed a model of calcium signaling in astrocyte neural glial cells that incorporates a positive feedback nucleation mechanism, whereby small microdomain increases in local calcium can stochastically produce global cellular and intercellular network scale dynamics. The model is able to simultaneously capture dynamic spatial and temporal heterogeneities associated with intracellular calcium transients in individual cells and intercellular calcium waves (ICW) in spatially realistic networks of astrocytes, i.e., networks where the positions of cells were taken from real in vitro experimental data of spontaneously forming sparse networks, as opposed to artificially constructed grid networks or other non-realistic geometries. This is the first work we are aware of where an intracellular model of calcium signaling that reproduces intracellular dynamics inherently accounts for intercellular network dynamics. These results suggest that a nucleation type mechanism should be further investigated experimentally in order to test its contribution to calcium signaling in astrocytes and in other cells more broadly. It may also be of interest in engineered neuromimetic network systems that attempt to emulate biological signaling and information processing properties in synthetic hardwired neuromorphometric circuits or coded algorithms.

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星形胶质细胞动力学的正反馈细胞信号成核模型。
我们构建了星形胶质细胞中钙信号传导的模型,该模型包含正反馈成核机制,即局部钙的小微域增加可以随机产生全局细胞和细胞间网络规模的动态。该模型能够同时捕获与星形胶质细胞空间现实网络中单个细胞内钙瞬态和细胞间钙波(ICW)相关的动态空间和时间异质性,即,网络中细胞的位置取自自发形成稀疏网络的真实体外实验数据,而不是人工构建的网格网络或其他非现实几何形状。这是我们所知道的第一个细胞内钙信号模型再现细胞内动力学固有地解释细胞间网络动力学的工作。这些结果表明,为了在星形胶质细胞和其他细胞中更广泛地测试其对钙信号传导的贡献,应进一步研究成核型机制。它也可能对工程神经模拟网络系统感兴趣,这些系统试图模拟合成硬连线神经形态测量电路或编码算法中的生物信号和信息处理特性。
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