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Abnormal dynamic functional network connectivity in patients with early-onset bipolar disorder

OBJECTIVE: To explore the changes in dynamic functional brain network connectivity (dFNC) in patients with early-onset bipolar disorder (BD). METHODS: Resting-state functional magnetic resonance imaging (rs-fMRI) data were collected from 39 patients with early-onset BD and 22 healthy controls (HCs)....

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Autores principales: Hu, Ziyi, Zhou, Chun, He, Laichang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10338119/
https://www.ncbi.nlm.nih.gov/pubmed/37448493
http://dx.doi.org/10.3389/fpsyt.2023.1169488
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author Hu, Ziyi
Zhou, Chun
He, Laichang
author_facet Hu, Ziyi
Zhou, Chun
He, Laichang
author_sort Hu, Ziyi
collection PubMed
description OBJECTIVE: To explore the changes in dynamic functional brain network connectivity (dFNC) in patients with early-onset bipolar disorder (BD). METHODS: Resting-state functional magnetic resonance imaging (rs-fMRI) data were collected from 39 patients with early-onset BD and 22 healthy controls (HCs). Four repeated and stable dFNC states were characterised by independent component analysis (ICA), sliding time windows and k-means clustering, and three dFNC temporal metrics (fraction of time, mean dwell time and number of transitions) were obtained. The dFNC temporal metrics and the differences in dFNC between the two groups in different states were evaluated, and the correlations between the differential dFNC metrics and neuropsychological scores were analysed. RESULTS: The dFNC analysis showed four connected patterns in all subjects. Compared with the HCs, the dFNC patterns of early-onset BD were significantly altered in all four states, mainly involving impaired cognitive and perceptual networks. In addition, early-onset BD patients had a decreased fraction of time and mean dwell time in state 2 and an increased mean dwell time in state 3 (p < 0.05). The mean dwell time in state 3 of BD showed a positive correlation trend with the HAMA score (r = 0.4049, p = 0.0237 × 3 > 0.05 after Bonferroni correction). CONCLUSION: Patients with early-onset BD had abnormal dynamic properties of brain functional network connectivity, suggesting that their dFNC was unstable, mainly manifesting as impaired coordination between cognitive and perceptual networks. This study provided a new imaging basis for the neuropathological study of emotional and cognitive deficits in early-onset BD.
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spelling pubmed-103381192023-07-13 Abnormal dynamic functional network connectivity in patients with early-onset bipolar disorder Hu, Ziyi Zhou, Chun He, Laichang Front Psychiatry Psychiatry OBJECTIVE: To explore the changes in dynamic functional brain network connectivity (dFNC) in patients with early-onset bipolar disorder (BD). METHODS: Resting-state functional magnetic resonance imaging (rs-fMRI) data were collected from 39 patients with early-onset BD and 22 healthy controls (HCs). Four repeated and stable dFNC states were characterised by independent component analysis (ICA), sliding time windows and k-means clustering, and three dFNC temporal metrics (fraction of time, mean dwell time and number of transitions) were obtained. The dFNC temporal metrics and the differences in dFNC between the two groups in different states were evaluated, and the correlations between the differential dFNC metrics and neuropsychological scores were analysed. RESULTS: The dFNC analysis showed four connected patterns in all subjects. Compared with the HCs, the dFNC patterns of early-onset BD were significantly altered in all four states, mainly involving impaired cognitive and perceptual networks. In addition, early-onset BD patients had a decreased fraction of time and mean dwell time in state 2 and an increased mean dwell time in state 3 (p < 0.05). The mean dwell time in state 3 of BD showed a positive correlation trend with the HAMA score (r = 0.4049, p = 0.0237 × 3 > 0.05 after Bonferroni correction). CONCLUSION: Patients with early-onset BD had abnormal dynamic properties of brain functional network connectivity, suggesting that their dFNC was unstable, mainly manifesting as impaired coordination between cognitive and perceptual networks. This study provided a new imaging basis for the neuropathological study of emotional and cognitive deficits in early-onset BD. Frontiers Media S.A. 2023-06-28 /pmc/articles/PMC10338119/ /pubmed/37448493 http://dx.doi.org/10.3389/fpsyt.2023.1169488 Text en Copyright © 2023 He, Hu and Zhou. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychiatry
Hu, Ziyi
Zhou, Chun
He, Laichang
Abnormal dynamic functional network connectivity in patients with early-onset bipolar disorder
title Abnormal dynamic functional network connectivity in patients with early-onset bipolar disorder
title_full Abnormal dynamic functional network connectivity in patients with early-onset bipolar disorder
title_fullStr Abnormal dynamic functional network connectivity in patients with early-onset bipolar disorder
title_full_unstemmed Abnormal dynamic functional network connectivity in patients with early-onset bipolar disorder
title_short Abnormal dynamic functional network connectivity in patients with early-onset bipolar disorder
title_sort abnormal dynamic functional network connectivity in patients with early-onset bipolar disorder
topic Psychiatry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10338119/
https://www.ncbi.nlm.nih.gov/pubmed/37448493
http://dx.doi.org/10.3389/fpsyt.2023.1169488
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