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帕金森病皮层-基底神经节模型的多次时滞诱导霍普夫分岔

Multiple time delay induced Hopf bifurcation of a cortex - basal ganglia model for Parkinson's Disease.

作者信息

Zhang Qiaohu, Liu Quansheng, Bi Yuanhong

机构信息

School of Mathematical Sciences, Inner Mongolia University, Hohhot, 010021 China.

School of Statistics and Mathematics, Inner Mongolia University of Finance and Economics, Hohhot, 010070 China.

出版信息

Cogn Neurodyn. 2024 Oct;18(5):2243-2261. doi: 10.1007/s11571-024-10071-7. Epub 2024 Mar 2.

Abstract

Exploring the origin of beta - band oscillation in the cortex - basal ganglia model plays an important role in understanding the mechanism of Parkinson's disease. In this paper, we investigate the effect of three synaptic transmission time delays in the subthalamic nucleus(STN) - the globus pallidus external segment(GPe) loop, the excitatory neurons in the cortex(EXN) - the inhibitory neurons in the cortex(INN) loop and EXN - STN loop on critical conditions of occurrence of beta - band oscillation through Hopf bifurcation theory including linear stability analysis, center manifold theorem and normal form analysis. Our results reveal that suitable transmission time delay can induce beta - band oscillation through Hopf bifurcation, and the critical condition under which Hopf bifurcation occurs is more sensitive to the transmission time delay in EXN - STN loop , where if , beta - band oscillation always occurs for any transmission time delay in STN - GPe, EXN - INN loops. Our theoretical analyses provide some ideas for the future research of Parkinson's disease.

摘要

探索皮质-基底神经节模型中β波段振荡的起源对理解帕金森病的机制具有重要作用。在本文中,我们通过霍普夫分岔理论,包括线性稳定性分析、中心流形定理和范式分析,研究丘脑底核(STN)-苍白球外侧部(GPe)环路、皮质兴奋性神经元(EXN)-皮质抑制性神经元(INN)环路以及EXN-STN环路中三个突触传递时间延迟对β波段振荡发生临界条件的影响。我们的结果表明,合适的传递时间延迟可通过霍普夫分岔诱导β波段振荡,并且霍普夫分岔发生的临界条件对EXN-STN环路中的传递时间延迟更为敏感,其中如果 ,对于STN-GPe、EXN-INN环路中的任何传递时间延迟,β波段振荡总是会发生。我们的理论分析为帕金森病的未来研究提供了一些思路。

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