Altered effective brain network topology in tinnitus: An EEG source connectivity analysis

Tinnitus is defined as the auditory phantom perception in the absence of any objective external sound source. In this paper, we used the resting-state electroencephalography (EEG) data to reconstruct the neural sources based on the unit-noise-gain linearly constrained minimum-variance (LCMV) beamfor...

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Bibliographic Details
Published in:Biomedical signal processing and control 2021-02, Vol.64, p.102331, Article 102331
Main Authors: Mohagheghian, Fahimeh, Khajehpour, Hassan, Samadzadehaghdam, Nasser, Eqlimi, Ehsan, Jalilvand, Hamid, Makkiabadi, Bahador, Deevband, Mohammad Reza
Format: Article
Language:English
Subjects:
Brain source imaging
Connectivity analysis
EEG
Graph theory analysis
Source reconstruction
Tinnitus
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Summary:Tinnitus is defined as the auditory phantom perception in the absence of any objective external sound source. In this paper, we used the resting-state electroencephalography (EEG) data to reconstruct the neural sources based on the unit-noise-gain linearly constrained minimum-variance (LCMV) beamformer and applied the effective connectivity analysis on the reconstructed sources to examine the directional neuronal interactions between brain regions in tinnitus patients compared to the healthy controls. We found significantly disrupted patterns of effective connectivity in several brain areas including the frontal, temporal, and occipital cortices as well as the caudate nucleus. Particularly, significant aberrant causal couplings were observed in the orbitofrontal cortex, inferior frontal gyrus_triangular, and parahippocampal region that could potentially illustrate the auditory information retrieval, perception, and evaluation of the phantom sound in the brain of tinnitus patients. Furthermore, topological alterations of the brain network were investigated using graph theoretical analysis. Our findings demonstrated significantly decreased both global integration and segregation of the brain network in tinnitus patients accompanied by the topological shift of tinnitus network to a more random structure in the high-frequency bands. These findings were consistent with the hypothesis of the brain network deviation from small-worldness topology accompanied by reduced global integration in brain-related disorders.
ISSN:1746-8094
1746-8108
DOI:10.1016/j.bspc.2020.102331