The Role Of Coupling Connections In A Model Of The Cortico-basal Ganglia-thalamocortical Neural Loop For The Generation Of Beta Oscillations
February 25, 2020 - Liu, Chen; Zhou, Changsong; Wang, Jiang; Fietkiewicz, Chris; Loparo, Kenneth A.
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EmailJournal or Book Title: NEURAL NETWORKS
Volume/Issue: 123
Year Published: 2020
Excessive neural synchronization in the cortico-basal ganglia-thalamocortical circuits in the beta (beta) frequency range (12-35 Hz) is closely associated with dopamine depletion in Parkinson's disease (PD) and correlated with movement impairments, but the neural basis remains unclear. In this work, we establish a double-oscillator neural mass model for the cortico-basal ganglia-thalamocortical closed-loop system and explore the impacts of dopamine depletion induced changes in coupling connections within or between the two oscillators on neural activities within the loop. Spectral analysis of the neural mass activities revealed that the power and frequency of their principal components are greatly dependent on the coupling strengths between nuclei. We found that the increased intra-coupling in the basal ganglia-thalamic (BG-Th) oscillator contributes to increased oscillations in the lower beta frequency band (12-25 Hz), while increased intra-coupling in the cortical oscillator mainly contributes to increased oscillations in the upper beta frequency band (26-35 Hz). Interestingly, pathological upper beta oscillations in the cortical oscillator may be another origin of the lower beta oscillations in the BGTh oscillator, in addition to increased intra-coupling strength within the BG-Th network. Lower beta oscillations in the BG-Th oscillator can also change the dominant oscillation frequency of a cortical nucleus from the upper to the lower beta band. Thus, this work may pave the way towards revealing a possible neural basis underlying the Parkinsonian state. (C) 2019 Elsevier Ltd. All rights reserved.
DOI: 10.1016/j.neunet.2019.12.021
Type of Publication: Article
