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Research Article | Open Access

Multimodal bifurcation control of parkinsonian beta oscillations by pedunculopontine nucleus pathways: A unified computational framework revealing dynamic therapeutic targets

Bing Hu1( )Pinyi Ye2Yuting Zhang1Te Nan1Xiaoye Shi1
Department of Mathematics, School of Mathematical Sciences, Zhejiang University of Technology, Hangzhou 310023, China
College of Information Engineering, Zhejiang University of Technology, Hangzhou 310023, China
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Abstract

This study introduces a novel cortico-thalamo-basal ganglia-pedunculopontine nucleus (PPN) (CTBGP) computational framework to investigate how PPN-related pathways control beta oscillations. We observe that PPN-thalamic pathways exert bidirectional Hopf bifurcation control over thalamic beta oscillations, with coupling strength adjustments shifting stable/oscillatory state boundaries; PPN-cortical projection stabilizes cortical beta oscillations through supercritical/subcritical Hopf transitions dependent on coupling strength; PPN-GPi projection modulates cortico-thalamic beta oscillations via interactions with GABAergic GPi-thalamic pathways, enabling coexistence of supercritical/subcritical bifurcations; PPN-STN projection strongly suppress basal ganglia beta oscillations by elevating STN-GPe network activity to saturated states. Notably, three direct PPN inputs (EPN-PPN, STN-PPN, GPi-PPN) collectively regulate beta oscillations through the PPN-STN-GPe axis. This work provides the computational evidence that PPN pathways dynamically control beta oscillations across CTBG subcircuits via bifurcation mechanisms. The identified PPN-STN-GPe axis and thalamic/cortical projections offer novel targets for DBS and pharmacological interventions.

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Electronic Research Archive
Pages 1173-1194

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Cite this article:
Hu B, Ye P, Zhang Y, et al. Multimodal bifurcation control of parkinsonian beta oscillations by pedunculopontine nucleus pathways: A unified computational framework revealing dynamic therapeutic targets. Electronic Research Archive, 2026, 34(2): 1173-1194. https://doi.org/10.3934/era.2026054

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Received: 13 November 2025
Revised: 01 January 2026
Accepted: 12 January 2026
Published: 05 February 2026
©2026 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)