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Resting-state theta band connectivity and graph analysis in generalized social anxiety disorder

BACKGROUND: Functional magnetic resonance imaging (fMRI) resting-state studies show generalized social anxiety disorder (gSAD) is associated with disturbances in networks involved in emotion regulation, emotion processing, and perceptual functions, suggesting a network framework is integral to eluci...

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Autores principales: Xing, Mengqi, Tadayonnejad, Reza, MacNamara, Annmarie, Ajilore, Olusola, DiGangi, Julia, Phan, K. Luan, Leow, Alex, Klumpp, Heide
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5126152/
https://www.ncbi.nlm.nih.gov/pubmed/27920976
http://dx.doi.org/10.1016/j.nicl.2016.11.009
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author Xing, Mengqi
Tadayonnejad, Reza
MacNamara, Annmarie
Ajilore, Olusola
DiGangi, Julia
Phan, K. Luan
Leow, Alex
Klumpp, Heide
author_facet Xing, Mengqi
Tadayonnejad, Reza
MacNamara, Annmarie
Ajilore, Olusola
DiGangi, Julia
Phan, K. Luan
Leow, Alex
Klumpp, Heide
author_sort Xing, Mengqi
collection PubMed
description BACKGROUND: Functional magnetic resonance imaging (fMRI) resting-state studies show generalized social anxiety disorder (gSAD) is associated with disturbances in networks involved in emotion regulation, emotion processing, and perceptual functions, suggesting a network framework is integral to elucidating the pathophysiology of gSAD. However, fMRI does not measure the fast dynamic interconnections of functional networks. Therefore, we examined whole-brain functional connectomics with electroencephalogram (EEG) during resting-state. METHODS: Resting-state EEG data was recorded for 32 patients with gSAD and 32 demographically-matched healthy controls (HC). Sensor-level connectivity analysis was applied on EEG data by using Weighted Phase Lag Index (WPLI) and graph analysis based on WPLI was used to determine clustering coefficient and characteristic path length to estimate local integration and global segregation of networks. RESULTS: WPLI results showed increased oscillatory midline coherence in the theta frequency band indicating higher connectivity in the gSAD relative to HC group during rest. Additionally, WPLI values positively correlated with state anxiety levels within the gSAD group but not the HC group. Our graph theory based connectomics analysis demonstrated increased clustering coefficient and decreased characteristic path length in theta-based whole brain functional organization in subjects with gSAD compared to HC. CONCLUSIONS: Theta-dependent interconnectivity was associated with state anxiety in gSAD and an increase in information processing efficiency in gSAD (compared to controls). Results may represent enhanced baseline self-focused attention, which is consistent with cognitive models of gSAD and fMRI studies implicating emotion dysregulation and disturbances in task negative networks (e.g., default mode network) in gSAD.
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spelling pubmed-51261522016-12-05 Resting-state theta band connectivity and graph analysis in generalized social anxiety disorder Xing, Mengqi Tadayonnejad, Reza MacNamara, Annmarie Ajilore, Olusola DiGangi, Julia Phan, K. Luan Leow, Alex Klumpp, Heide Neuroimage Clin Regular Article BACKGROUND: Functional magnetic resonance imaging (fMRI) resting-state studies show generalized social anxiety disorder (gSAD) is associated with disturbances in networks involved in emotion regulation, emotion processing, and perceptual functions, suggesting a network framework is integral to elucidating the pathophysiology of gSAD. However, fMRI does not measure the fast dynamic interconnections of functional networks. Therefore, we examined whole-brain functional connectomics with electroencephalogram (EEG) during resting-state. METHODS: Resting-state EEG data was recorded for 32 patients with gSAD and 32 demographically-matched healthy controls (HC). Sensor-level connectivity analysis was applied on EEG data by using Weighted Phase Lag Index (WPLI) and graph analysis based on WPLI was used to determine clustering coefficient and characteristic path length to estimate local integration and global segregation of networks. RESULTS: WPLI results showed increased oscillatory midline coherence in the theta frequency band indicating higher connectivity in the gSAD relative to HC group during rest. Additionally, WPLI values positively correlated with state anxiety levels within the gSAD group but not the HC group. Our graph theory based connectomics analysis demonstrated increased clustering coefficient and decreased characteristic path length in theta-based whole brain functional organization in subjects with gSAD compared to HC. CONCLUSIONS: Theta-dependent interconnectivity was associated with state anxiety in gSAD and an increase in information processing efficiency in gSAD (compared to controls). Results may represent enhanced baseline self-focused attention, which is consistent with cognitive models of gSAD and fMRI studies implicating emotion dysregulation and disturbances in task negative networks (e.g., default mode network) in gSAD. Elsevier 2016-11-12 /pmc/articles/PMC5126152/ /pubmed/27920976 http://dx.doi.org/10.1016/j.nicl.2016.11.009 Text en © 2016 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Regular Article
Xing, Mengqi
Tadayonnejad, Reza
MacNamara, Annmarie
Ajilore, Olusola
DiGangi, Julia
Phan, K. Luan
Leow, Alex
Klumpp, Heide
Resting-state theta band connectivity and graph analysis in generalized social anxiety disorder
title Resting-state theta band connectivity and graph analysis in generalized social anxiety disorder
title_full Resting-state theta band connectivity and graph analysis in generalized social anxiety disorder
title_fullStr Resting-state theta band connectivity and graph analysis in generalized social anxiety disorder
title_full_unstemmed Resting-state theta band connectivity and graph analysis in generalized social anxiety disorder
title_short Resting-state theta band connectivity and graph analysis in generalized social anxiety disorder
title_sort resting-state theta band connectivity and graph analysis in generalized social anxiety disorder
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5126152/
https://www.ncbi.nlm.nih.gov/pubmed/27920976
http://dx.doi.org/10.1016/j.nicl.2016.11.009
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