Cargando…
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...
Autores principales: | , , , , , |
---|---|
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 |
_version_ | 1782460139664572416 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5064341 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT zhoufuqing temporalregularityofintrinsiccerebralactivityinpatientswithchronicprimaryinsomniaabrainentropystudyusingrestingstatefmri AT huangsuhua temporalregularityofintrinsiccerebralactivityinpatientswithchronicprimaryinsomniaabrainentropystudyusingrestingstatefmri AT gaolei temporalregularityofintrinsiccerebralactivityinpatientswithchronicprimaryinsomniaabrainentropystudyusingrestingstatefmri AT zhuangying temporalregularityofintrinsiccerebralactivityinpatientswithchronicprimaryinsomniaabrainentropystudyusingrestingstatefmri AT dingshan temporalregularityofintrinsiccerebralactivityinpatientswithchronicprimaryinsomniaabrainentropystudyusingrestingstatefmri AT gonghonghan temporalregularityofintrinsiccerebralactivityinpatientswithchronicprimaryinsomniaabrainentropystudyusingrestingstatefmri |