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Temporal regularity of intrinsic cerebral activity in patients with chronic primary insomnia: a brain entropy study using resting‐state fMRI

INTRODUCTION: Several neuroimaging studies have suggested that patients with chronic primary insomnia (CPI) exhibit anatomical and functional alterations of the brain, but the temporal regularity in spontaneous neuronal activity remains unknown. Here, brain entropy (BEN), a data‐driven method used t...

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Autores principales: Zhou, Fuqing, Huang, Suhua, Gao, Lei, Zhuang, Ying, Ding, Shan, Gong, Honghan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5064341/
https://www.ncbi.nlm.nih.gov/pubmed/27781143
http://dx.doi.org/10.1002/brb3.529
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author Zhou, Fuqing
Huang, Suhua
Gao, Lei
Zhuang, Ying
Ding, Shan
Gong, Honghan
author_facet Zhou, Fuqing
Huang, Suhua
Gao, Lei
Zhuang, Ying
Ding, Shan
Gong, Honghan
author_sort Zhou, Fuqing
collection PubMed
description INTRODUCTION: Several neuroimaging studies have suggested that patients with chronic primary insomnia (CPI) exhibit anatomical and functional alterations of the brain, but the temporal regularity in spontaneous neuronal activity remains unknown. Here, brain entropy (BEN), a data‐driven method used to measure the signal regularity of a time series, was applied for the first time to investigate changes in the entire brain at the voxel level. METHODS: Resting‐state functional MRI data were used to investigate insomnia‐related BEN alterations and the resting‐state functional connectivity (rsFC) pattern in seed regions with altered BEN in 29 patients with identified and untreated CPI and 29 matched healthy controls. Subsequently, within the CPI group, correlation analysis was conducted to evaluate the relationship between the clinical variables and the BEN and rsFC of the abnormal regions. RESULTS: Chronic primary insomnia patients showed significant increase in BEN in the central part of the default‐mode network (DMN), the anterior regions of the task‐positive network (TPN), the hippocampus (Hipp), and basal ganglia (BG), and decreases in BEN in the right postcentral gyrus (PoCG) and right temporal–occipital junction (TOJ). We also demonstrated that three altered resting‐state functional connectivity (rsFC) patterns were associated with abnormal BEN regions in CPI patients. Correlation analysis identified an association between the altered rsFC and clinical variables, such as the Pittsburgh Sleep Quality Index (PSQI), in CPI patients. CONCLUSIONS: Together, these findings suggest that abnormal BEN‐related intrinsic functional plasticity in CPI patients corresponds to poor sleep quality during chronic insomnia. Alterations in both BEN and its affected connectivity may improve our understanding of treatment‐naïve CPI patients and promote the future development of new therapeutic strategies.
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spelling pubmed-50643412016-10-25 Temporal regularity of intrinsic cerebral activity in patients with chronic primary insomnia: a brain entropy study using resting‐state fMRI Zhou, Fuqing Huang, Suhua Gao, Lei Zhuang, Ying Ding, Shan Gong, Honghan Brain Behav Original Research INTRODUCTION: Several neuroimaging studies have suggested that patients with chronic primary insomnia (CPI) exhibit anatomical and functional alterations of the brain, but the temporal regularity in spontaneous neuronal activity remains unknown. Here, brain entropy (BEN), a data‐driven method used to measure the signal regularity of a time series, was applied for the first time to investigate changes in the entire brain at the voxel level. METHODS: Resting‐state functional MRI data were used to investigate insomnia‐related BEN alterations and the resting‐state functional connectivity (rsFC) pattern in seed regions with altered BEN in 29 patients with identified and untreated CPI and 29 matched healthy controls. Subsequently, within the CPI group, correlation analysis was conducted to evaluate the relationship between the clinical variables and the BEN and rsFC of the abnormal regions. RESULTS: Chronic primary insomnia patients showed significant increase in BEN in the central part of the default‐mode network (DMN), the anterior regions of the task‐positive network (TPN), the hippocampus (Hipp), and basal ganglia (BG), and decreases in BEN in the right postcentral gyrus (PoCG) and right temporal–occipital junction (TOJ). We also demonstrated that three altered resting‐state functional connectivity (rsFC) patterns were associated with abnormal BEN regions in CPI patients. Correlation analysis identified an association between the altered rsFC and clinical variables, such as the Pittsburgh Sleep Quality Index (PSQI), in CPI patients. CONCLUSIONS: Together, these findings suggest that abnormal BEN‐related intrinsic functional plasticity in CPI patients corresponds to poor sleep quality during chronic insomnia. Alterations in both BEN and its affected connectivity may improve our understanding of treatment‐naïve CPI patients and promote the future development of new therapeutic strategies. John Wiley and Sons Inc. 2016-07-14 /pmc/articles/PMC5064341/ /pubmed/27781143 http://dx.doi.org/10.1002/brb3.529 Text en © 2016 The Authors. Brain and Behavior published by Wiley Periodicals, Inc. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Research
Zhou, Fuqing
Huang, Suhua
Gao, Lei
Zhuang, Ying
Ding, Shan
Gong, Honghan
Temporal regularity of intrinsic cerebral activity in patients with chronic primary insomnia: a brain entropy study using resting‐state fMRI
title Temporal regularity of intrinsic cerebral activity in patients with chronic primary insomnia: a brain entropy study using resting‐state fMRI
title_full Temporal regularity of intrinsic cerebral activity in patients with chronic primary insomnia: a brain entropy study using resting‐state fMRI
title_fullStr Temporal regularity of intrinsic cerebral activity in patients with chronic primary insomnia: a brain entropy study using resting‐state fMRI
title_full_unstemmed Temporal regularity of intrinsic cerebral activity in patients with chronic primary insomnia: a brain entropy study using resting‐state fMRI
title_short Temporal regularity of intrinsic cerebral activity in patients with chronic primary insomnia: a brain entropy study using resting‐state fMRI
title_sort temporal regularity of intrinsic cerebral activity in patients with chronic primary insomnia: a brain entropy study using resting‐state fmri
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5064341/
https://www.ncbi.nlm.nih.gov/pubmed/27781143
http://dx.doi.org/10.1002/brb3.529
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