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Thalamic Structural Connectivity Abnormalities in Minimal Hepatic Encephalopathy
Background and Aims: Numerous studies have demonstrated thalamus-related structural, functional, and metabolic abnormalities in minimal hepatic encephalopathy (MHE). We conducted the first study to investigate thalamic structural connectivity alterations in MHE. METHODS: Diffusion tensor imaging (DT...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7947347/ https://www.ncbi.nlm.nih.gov/pubmed/33716679 http://dx.doi.org/10.3389/fnana.2021.592772 |
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author | Chen, Hua-Jun Zhang, Xiao-Hong Shi, Jia-Yan Jiang, Shao-Fan Sun, Yi-Fan Zhang, Ling Li, Dan Chen, Rong |
author_facet | Chen, Hua-Jun Zhang, Xiao-Hong Shi, Jia-Yan Jiang, Shao-Fan Sun, Yi-Fan Zhang, Ling Li, Dan Chen, Rong |
author_sort | Chen, Hua-Jun |
collection | PubMed |
description | Background and Aims: Numerous studies have demonstrated thalamus-related structural, functional, and metabolic abnormalities in minimal hepatic encephalopathy (MHE). We conducted the first study to investigate thalamic structural connectivity alterations in MHE. METHODS: Diffusion tensor imaging (DTI)-based probabilistic tractography was employed to determine the structural linkage between the thalamus and cortical/subcortical regions in 52 cirrhotic patients [22 with MHE; 30 without MHE (NHE)] and 30 controls. We measured these thalamic connections, which included connectivity strength (CS), fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD), and then compared these among the three groups. Neurocognitive assessment was also performed. Correlation analysis was conducted to investigate the relationship between neurocognitive performance and the above measurements. Classification analysis was performed to determine whether thalamic connection measurements can distinguish MHE from NHE. RESULTS: The probabilistic tractography revealed thalamic structural connections, which were disrupted in cirrhotic patients (as reflected by a decrease in CS/FA and an increase in MD/AD/RD). Abnormal thalamic connections primarily involved the prefrontal cortex, sensorimotor cortex, parietal cortex, medial temporal cortex and hippocampus, and striatum. Thalamic connectivity abnormalities deteriorated from NHE to MHE, and they were correlated with patients’ neurocognitive performance. The moderate classification accuracy was obtained using CS and MD as discriminating indexes. CONCLUSION: Our results demonstrated the altered thalamic structural connectivity involving both cortical and subcortical regions in MHE, which could be regarded as representative of MHE-related widespread impairments in white matter pathways. The disturbed thalamic connectivity may underlie the mechanism of cognitive deficits in MHE and may potentially be utilized as a biomarker for diagnosing MHE and in monitoring disease progression. In addition to thalamic–cortical/subcortical connections, further studies are recommended to explore the structural alterations in other white matter pathways in MHE. |
format | Online Article Text |
id | pubmed-7947347 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79473472021-03-12 Thalamic Structural Connectivity Abnormalities in Minimal Hepatic Encephalopathy Chen, Hua-Jun Zhang, Xiao-Hong Shi, Jia-Yan Jiang, Shao-Fan Sun, Yi-Fan Zhang, Ling Li, Dan Chen, Rong Front Neuroanat Neuroanatomy Background and Aims: Numerous studies have demonstrated thalamus-related structural, functional, and metabolic abnormalities in minimal hepatic encephalopathy (MHE). We conducted the first study to investigate thalamic structural connectivity alterations in MHE. METHODS: Diffusion tensor imaging (DTI)-based probabilistic tractography was employed to determine the structural linkage between the thalamus and cortical/subcortical regions in 52 cirrhotic patients [22 with MHE; 30 without MHE (NHE)] and 30 controls. We measured these thalamic connections, which included connectivity strength (CS), fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD), and then compared these among the three groups. Neurocognitive assessment was also performed. Correlation analysis was conducted to investigate the relationship between neurocognitive performance and the above measurements. Classification analysis was performed to determine whether thalamic connection measurements can distinguish MHE from NHE. RESULTS: The probabilistic tractography revealed thalamic structural connections, which were disrupted in cirrhotic patients (as reflected by a decrease in CS/FA and an increase in MD/AD/RD). Abnormal thalamic connections primarily involved the prefrontal cortex, sensorimotor cortex, parietal cortex, medial temporal cortex and hippocampus, and striatum. Thalamic connectivity abnormalities deteriorated from NHE to MHE, and they were correlated with patients’ neurocognitive performance. The moderate classification accuracy was obtained using CS and MD as discriminating indexes. CONCLUSION: Our results demonstrated the altered thalamic structural connectivity involving both cortical and subcortical regions in MHE, which could be regarded as representative of MHE-related widespread impairments in white matter pathways. The disturbed thalamic connectivity may underlie the mechanism of cognitive deficits in MHE and may potentially be utilized as a biomarker for diagnosing MHE and in monitoring disease progression. In addition to thalamic–cortical/subcortical connections, further studies are recommended to explore the structural alterations in other white matter pathways in MHE. Frontiers Media S.A. 2021-02-25 /pmc/articles/PMC7947347/ /pubmed/33716679 http://dx.doi.org/10.3389/fnana.2021.592772 Text en Copyright © 2021 Chen, Zhang, Shi, Jiang, Sun, Zhang, Li and Chen. http://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 | Neuroanatomy Chen, Hua-Jun Zhang, Xiao-Hong Shi, Jia-Yan Jiang, Shao-Fan Sun, Yi-Fan Zhang, Ling Li, Dan Chen, Rong Thalamic Structural Connectivity Abnormalities in Minimal Hepatic Encephalopathy |
title | Thalamic Structural Connectivity Abnormalities in Minimal Hepatic Encephalopathy |
title_full | Thalamic Structural Connectivity Abnormalities in Minimal Hepatic Encephalopathy |
title_fullStr | Thalamic Structural Connectivity Abnormalities in Minimal Hepatic Encephalopathy |
title_full_unstemmed | Thalamic Structural Connectivity Abnormalities in Minimal Hepatic Encephalopathy |
title_short | Thalamic Structural Connectivity Abnormalities in Minimal Hepatic Encephalopathy |
title_sort | thalamic structural connectivity abnormalities in minimal hepatic encephalopathy |
topic | Neuroanatomy |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7947347/ https://www.ncbi.nlm.nih.gov/pubmed/33716679 http://dx.doi.org/10.3389/fnana.2021.592772 |
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