Shtrahman E, Maruyama D, Olariu E, Fink C G, Zochowski M
Applied Physics Program, University of Michigan, Ann Arbor, MI 48109, USA.
Phys Biol. 2017 Jan 27;14(1):016001. doi: 10.1088/1478-3975/aa5565.
Astrocytes form interconnected networks in the brain and communicate via calcium signaling. We investigate how modes of coupling between astrocytes influence the spatio-temporal patterns of calcium signaling within astrocyte networks and specifically how these network interactions promote coordination within this group of cells. To investigate these complex phenomena, we study reduced cultured networks of astrocytes and neurons. We image the spatial temporal patterns of astrocyte calcium activity and quantify how perturbing the coupling between astrocytes influences astrocyte activity patterns. To gain insight into the pattern formation observed in these cultured networks, we compare the experimentally observed calcium activity patterns to the patterns produced by a reduced computational model, where we represent astrocytes as simple units that integrate input through two mechanisms: gap junction coupling (network transport) and chemical release (extracellular diffusion). We examine the activity patterns in the simulated astrocyte network and their dependence upon these two coupling mechanisms. We find that gap junctions and extracellular chemical release interact in astrocyte networks to modulate the spatiotemporal patterns of their calcium dynamics. We show agreement between the computational and experimental findings, which suggests that the complex global patterns can be understood as a result of simple local coupling mechanisms.
星形胶质细胞在大脑中形成相互连接的网络,并通过钙信号进行通讯。我们研究星形胶质细胞之间的耦合模式如何影响星形胶质细胞网络内钙信号的时空模式,特别是这些网络相互作用如何促进这组细胞内的协调。为了研究这些复杂现象,我们研究了简化的星形胶质细胞和神经元培养网络。我们对星形胶质细胞钙活性的时空模式进行成像,并量化干扰星形胶质细胞之间的耦合如何影响星形胶质细胞的活动模式。为了深入了解在这些培养网络中观察到的模式形成,我们将实验观察到的钙活性模式与简化计算模型产生的模式进行比较,在该模型中,我们将星形胶质细胞表示为通过两种机制整合输入的简单单元:缝隙连接耦合(网络传输)和化学释放(细胞外扩散)。我们检查模拟星形胶质细胞网络中的活动模式及其对这两种耦合机制的依赖性。我们发现缝隙连接和细胞外化学释放在星形胶质细胞网络中相互作用,以调节其钙动力学的时空模式。我们展示了计算结果与实验结果之间的一致性,这表明复杂的全局模式可以理解为简单局部耦合机制的结果。