de Vries G, Sherman A
Department of Mathematical Sciences, University of Alberta, Edmonton, AB, T6G 2G1, Canada.
Bull Math Biol. 2001 Mar;63(2):371-91. doi: 10.1006/bulm.2001.0228.
It has been shown previously that identical spiking cells, incapable of bursting by themselves, may burst under weak diffusive coupling conditions. With stronger coupling, the coupled system reverts to bursting can be recovered by introducing heterogeneity in the model parameters. For a two-cell system, we explain the phenomenon with bifurcation analysis. For larger clusters of coupled cells, we demonstrate by numerical simulation that the phenomenon carries over. In addition, we use a perturbation analysis to deduce the dependence of the heterogeneity parameter used in the bifurcation analysis on the original heterogeneity parameters and the coupling strength. Implications of the phenomenon of emergent bursting are discussed in the context of electrical activity in pancreatic beta cells.
先前已经表明,相同的自发放电细胞本身无法产生爆发式放电,但在弱扩散耦合条件下可能会产生爆发式放电。耦合更强时,通过在模型参数中引入异质性,可以恢复耦合系统的爆发式放电。对于双细胞系统,我们用分岔分析来解释这一现象。对于更大的耦合细胞簇,我们通过数值模拟证明了这一现象仍然存在。此外,我们用微扰分析来推导分岔分析中使用的异质性参数对原始异质性参数和耦合强度的依赖性。在胰腺β细胞电活动的背景下讨论了出现爆发式放电现象的意义。