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A positive feedback cell signaling nucleation model of astrocyte dynamics

机译:星形胶质细胞动力学的正反馈细胞信号成核模型

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摘要

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.
机译:我们在星形胶质细胞神经胶质细胞中构建了钙信号传导模型,该模型整合了正反馈成核机制,从而局部钙的微小微区增加可以随机产生全球细胞和细胞间网络规模动态。该模型能够同时捕获与单个细胞内细胞内钙瞬变以及星形胶质细胞的空间现实网络(即细胞位置取自真实体外实验数据的网络)中的细胞间钙波(ICW)相关的动态时空异质性自发形成的稀疏网络,与人工构建的网格网络或其他不现实的几何结构相反。这是我们知道的第一项工作,其中复制细胞内动力学的钙信号传导的细胞内模型固有地解释了细胞间网络动力学。这些结果表明,应进一步实验研究成核类型的机制,以测试其对星形胶质细胞和其他细胞中钙信号传导的贡献。在尝试模拟合成的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的工程模拟神经网络系统中,它也可能引起人们的兴趣。

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