Cargando…
Altered dynamic spontaneous neural activity in minimal hepatic encephalopathy
BACKGROUND AND AIMS: Abnormal regional neural activity has been identified by the analysis of the static amplitude of low-frequency fluctuation (ALFF) in the setting of minimal hepatic encephalopathy (MHE). Brain activity is highly dynamic. This work sought to evaluate the temporal variability of AL...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9439282/ https://www.ncbi.nlm.nih.gov/pubmed/36061995 http://dx.doi.org/10.3389/fneur.2022.963551 |
_version_ | 1784782021200969728 |
---|---|
author | Guo, Jie-Ru Shi, Jia-Yan Dong, Qiu-Yi Cao, Yun-Bin Li, Dan Chen, Hua-Jun |
author_facet | Guo, Jie-Ru Shi, Jia-Yan Dong, Qiu-Yi Cao, Yun-Bin Li, Dan Chen, Hua-Jun |
author_sort | Guo, Jie-Ru |
collection | PubMed |
description | BACKGROUND AND AIMS: Abnormal regional neural activity has been identified by the analysis of the static amplitude of low-frequency fluctuation (ALFF) in the setting of minimal hepatic encephalopathy (MHE). Brain activity is highly dynamic. This work sought to evaluate the temporal variability of ALFF to reveal MHE-related alterations in the dynamics of spontaneous neural activity. METHODS: A total of 29 healthy controls and 49 patients with cirrhosis [including 20 patients with MHE and 29 patients without MHE (NHE)] who underwent resting-state functional magnetic resonance imaging and Psychometric Hepatic Encephalopathy Score (PHES) examination were enrolled in this investigation. Utilizing a sliding-window approach, we calculated the dynamic ALFF (dALFF) variability to reflect the temporal dynamics of regional neural activity. An analysis of the correlation between dALFF variability and PHES was performed, and receiver operating characteristic (ROC) curve analysis to determine the potential of the dALFF variability index in identifying MHE was completed. RESULTS: The dALFF variability in the bilateral precuneus/posterior cingulate gyrus and left middle frontal gyrus progressively decreased from NHE to MHE group. In cirrhotic patients, the value of dALFF variability in the bilateral precuneus/posterior cingulate gyrus was positively correlated with their neurocognitive performance (r = 0.383 and P = 0.007). The index of dALFF variability in the bilateral precuneus/posterior cingulate gyrus could be used to distinguish NHE and MHE patients, with moderate power (area under the ROC curve = 0.712 and P = 0.012). CONCLUSION: Our findings highlight the existence of aberrant dynamic brain function in MHE, which could underlie the neural basis of cognitive impairments and could be associated with the development of the disease. Analyzing dALFF could facilitate new biomarker identification for MHE. |
format | Online Article Text |
id | pubmed-9439282 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94392822022-09-03 Altered dynamic spontaneous neural activity in minimal hepatic encephalopathy Guo, Jie-Ru Shi, Jia-Yan Dong, Qiu-Yi Cao, Yun-Bin Li, Dan Chen, Hua-Jun Front Neurol Neurology BACKGROUND AND AIMS: Abnormal regional neural activity has been identified by the analysis of the static amplitude of low-frequency fluctuation (ALFF) in the setting of minimal hepatic encephalopathy (MHE). Brain activity is highly dynamic. This work sought to evaluate the temporal variability of ALFF to reveal MHE-related alterations in the dynamics of spontaneous neural activity. METHODS: A total of 29 healthy controls and 49 patients with cirrhosis [including 20 patients with MHE and 29 patients without MHE (NHE)] who underwent resting-state functional magnetic resonance imaging and Psychometric Hepatic Encephalopathy Score (PHES) examination were enrolled in this investigation. Utilizing a sliding-window approach, we calculated the dynamic ALFF (dALFF) variability to reflect the temporal dynamics of regional neural activity. An analysis of the correlation between dALFF variability and PHES was performed, and receiver operating characteristic (ROC) curve analysis to determine the potential of the dALFF variability index in identifying MHE was completed. RESULTS: The dALFF variability in the bilateral precuneus/posterior cingulate gyrus and left middle frontal gyrus progressively decreased from NHE to MHE group. In cirrhotic patients, the value of dALFF variability in the bilateral precuneus/posterior cingulate gyrus was positively correlated with their neurocognitive performance (r = 0.383 and P = 0.007). The index of dALFF variability in the bilateral precuneus/posterior cingulate gyrus could be used to distinguish NHE and MHE patients, with moderate power (area under the ROC curve = 0.712 and P = 0.012). CONCLUSION: Our findings highlight the existence of aberrant dynamic brain function in MHE, which could underlie the neural basis of cognitive impairments and could be associated with the development of the disease. Analyzing dALFF could facilitate new biomarker identification for MHE. Frontiers Media S.A. 2022-08-19 /pmc/articles/PMC9439282/ /pubmed/36061995 http://dx.doi.org/10.3389/fneur.2022.963551 Text en Copyright © 2022 Guo, Shi, Dong, Cao, Li and Chen. 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 | Neurology Guo, Jie-Ru Shi, Jia-Yan Dong, Qiu-Yi Cao, Yun-Bin Li, Dan Chen, Hua-Jun Altered dynamic spontaneous neural activity in minimal hepatic encephalopathy |
title | Altered dynamic spontaneous neural activity in minimal hepatic encephalopathy |
title_full | Altered dynamic spontaneous neural activity in minimal hepatic encephalopathy |
title_fullStr | Altered dynamic spontaneous neural activity in minimal hepatic encephalopathy |
title_full_unstemmed | Altered dynamic spontaneous neural activity in minimal hepatic encephalopathy |
title_short | Altered dynamic spontaneous neural activity in minimal hepatic encephalopathy |
title_sort | altered dynamic spontaneous neural activity in minimal hepatic encephalopathy |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9439282/ https://www.ncbi.nlm.nih.gov/pubmed/36061995 http://dx.doi.org/10.3389/fneur.2022.963551 |
work_keys_str_mv | AT guojieru altereddynamicspontaneousneuralactivityinminimalhepaticencephalopathy AT shijiayan altereddynamicspontaneousneuralactivityinminimalhepaticencephalopathy AT dongqiuyi altereddynamicspontaneousneuralactivityinminimalhepaticencephalopathy AT caoyunbin altereddynamicspontaneousneuralactivityinminimalhepaticencephalopathy AT lidan altereddynamicspontaneousneuralactivityinminimalhepaticencephalopathy AT chenhuajun altereddynamicspontaneousneuralactivityinminimalhepaticencephalopathy |