Cargando…
Alterations in Brain Network Topology and Structural-Functional Connectome Coupling Relate to Cognitive Impairment
According to the network-based neurodegeneration hypothesis, neurodegenerative diseases target specific large-scale neural networks, such as the default mode network, and may propagate along the structural and functional connections within and between these brain networks. Cognitive impairment no de...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6300727/ https://www.ncbi.nlm.nih.gov/pubmed/30618711 http://dx.doi.org/10.3389/fnagi.2018.00404 |
_version_ | 1783381729851998208 |
---|---|
author | Wang, Juan Khosrowabadi, Reza Ng, Kwun Kei Hong, Zhaoping Chong, Joanna Su Xian Wang, Yijun Chen, Chun-Yin Hilal, Saima Venketasubramanian, Narayanaswamy Wong, Tien Yin Chen, Christopher Li-Hsian Ikram, Mohammad Kamran Zhou, Juan |
author_facet | Wang, Juan Khosrowabadi, Reza Ng, Kwun Kei Hong, Zhaoping Chong, Joanna Su Xian Wang, Yijun Chen, Chun-Yin Hilal, Saima Venketasubramanian, Narayanaswamy Wong, Tien Yin Chen, Christopher Li-Hsian Ikram, Mohammad Kamran Zhou, Juan |
author_sort | Wang, Juan |
collection | PubMed |
description | According to the network-based neurodegeneration hypothesis, neurodegenerative diseases target specific large-scale neural networks, such as the default mode network, and may propagate along the structural and functional connections within and between these brain networks. Cognitive impairment no dementia (CIND) represents an early prodromal stage but few studies have examined brain topological changes within and between brain structural and functional networks. To this end, we studied the structural networks [diffusion magnetic resonance imaging (MRI)] and functional networks (task-free functional MRI) in CIND (61 mild, 56 moderate) and healthy older adults (97 controls). Structurally, compared with controls, moderate CIND had lower global efficiency, and lower nodal centrality and nodal efficiency in the thalamus, somatomotor network, and higher-order cognitive networks. Mild CIND only had higher nodal degree centrality in dorsal parietal regions. Functional differences were more subtle, with both CIND groups showing lower nodal centrality and efficiency in temporal and somatomotor regions. Importantly, CIND generally had higher structural-functional connectome correlation than controls. The higher structural-functional topological similarity was undesirable as higher correlation was associated with poorer verbal memory, executive function, and visuoconstruction. Our findings highlighted the distinct and progressive changes in brain structural-functional networks at the prodromal stage of neurodegenerative diseases. |
format | Online Article Text |
id | pubmed-6300727 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-63007272019-01-07 Alterations in Brain Network Topology and Structural-Functional Connectome Coupling Relate to Cognitive Impairment Wang, Juan Khosrowabadi, Reza Ng, Kwun Kei Hong, Zhaoping Chong, Joanna Su Xian Wang, Yijun Chen, Chun-Yin Hilal, Saima Venketasubramanian, Narayanaswamy Wong, Tien Yin Chen, Christopher Li-Hsian Ikram, Mohammad Kamran Zhou, Juan Front Aging Neurosci Neuroscience According to the network-based neurodegeneration hypothesis, neurodegenerative diseases target specific large-scale neural networks, such as the default mode network, and may propagate along the structural and functional connections within and between these brain networks. Cognitive impairment no dementia (CIND) represents an early prodromal stage but few studies have examined brain topological changes within and between brain structural and functional networks. To this end, we studied the structural networks [diffusion magnetic resonance imaging (MRI)] and functional networks (task-free functional MRI) in CIND (61 mild, 56 moderate) and healthy older adults (97 controls). Structurally, compared with controls, moderate CIND had lower global efficiency, and lower nodal centrality and nodal efficiency in the thalamus, somatomotor network, and higher-order cognitive networks. Mild CIND only had higher nodal degree centrality in dorsal parietal regions. Functional differences were more subtle, with both CIND groups showing lower nodal centrality and efficiency in temporal and somatomotor regions. Importantly, CIND generally had higher structural-functional connectome correlation than controls. The higher structural-functional topological similarity was undesirable as higher correlation was associated with poorer verbal memory, executive function, and visuoconstruction. Our findings highlighted the distinct and progressive changes in brain structural-functional networks at the prodromal stage of neurodegenerative diseases. Frontiers Media S.A. 2018-12-13 /pmc/articles/PMC6300727/ /pubmed/30618711 http://dx.doi.org/10.3389/fnagi.2018.00404 Text en Copyright © 2018 Wang, Khosrowabadi, Ng, Hong, Chong, Wang, Chen, Hilal, Venketasubramanian, Wong, Chen, Ikram and Zhou. 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 | Neuroscience Wang, Juan Khosrowabadi, Reza Ng, Kwun Kei Hong, Zhaoping Chong, Joanna Su Xian Wang, Yijun Chen, Chun-Yin Hilal, Saima Venketasubramanian, Narayanaswamy Wong, Tien Yin Chen, Christopher Li-Hsian Ikram, Mohammad Kamran Zhou, Juan Alterations in Brain Network Topology and Structural-Functional Connectome Coupling Relate to Cognitive Impairment |
title | Alterations in Brain Network Topology and Structural-Functional Connectome Coupling Relate to Cognitive Impairment |
title_full | Alterations in Brain Network Topology and Structural-Functional Connectome Coupling Relate to Cognitive Impairment |
title_fullStr | Alterations in Brain Network Topology and Structural-Functional Connectome Coupling Relate to Cognitive Impairment |
title_full_unstemmed | Alterations in Brain Network Topology and Structural-Functional Connectome Coupling Relate to Cognitive Impairment |
title_short | Alterations in Brain Network Topology and Structural-Functional Connectome Coupling Relate to Cognitive Impairment |
title_sort | alterations in brain network topology and structural-functional connectome coupling relate to cognitive impairment |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6300727/ https://www.ncbi.nlm.nih.gov/pubmed/30618711 http://dx.doi.org/10.3389/fnagi.2018.00404 |
work_keys_str_mv | AT wangjuan alterationsinbrainnetworktopologyandstructuralfunctionalconnectomecouplingrelatetocognitiveimpairment AT khosrowabadireza alterationsinbrainnetworktopologyandstructuralfunctionalconnectomecouplingrelatetocognitiveimpairment AT ngkwunkei alterationsinbrainnetworktopologyandstructuralfunctionalconnectomecouplingrelatetocognitiveimpairment AT hongzhaoping alterationsinbrainnetworktopologyandstructuralfunctionalconnectomecouplingrelatetocognitiveimpairment AT chongjoannasuxian alterationsinbrainnetworktopologyandstructuralfunctionalconnectomecouplingrelatetocognitiveimpairment AT wangyijun alterationsinbrainnetworktopologyandstructuralfunctionalconnectomecouplingrelatetocognitiveimpairment AT chenchunyin alterationsinbrainnetworktopologyandstructuralfunctionalconnectomecouplingrelatetocognitiveimpairment AT hilalsaima alterationsinbrainnetworktopologyandstructuralfunctionalconnectomecouplingrelatetocognitiveimpairment AT venketasubramaniannarayanaswamy alterationsinbrainnetworktopologyandstructuralfunctionalconnectomecouplingrelatetocognitiveimpairment AT wongtienyin alterationsinbrainnetworktopologyandstructuralfunctionalconnectomecouplingrelatetocognitiveimpairment AT chenchristopherlihsian alterationsinbrainnetworktopologyandstructuralfunctionalconnectomecouplingrelatetocognitiveimpairment AT ikrammohammadkamran alterationsinbrainnetworktopologyandstructuralfunctionalconnectomecouplingrelatetocognitiveimpairment AT zhoujuan alterationsinbrainnetworktopologyandstructuralfunctionalconnectomecouplingrelatetocognitiveimpairment |