Cargando…
Tract Specific White Matter Lesion Load Affects White Matter Microstructure and Their Relationships With Functional Connectivity and Cognitive Decline
White matter hyperintensities (WMHs) are associated with cognitive decline. Assessing the effect of WMH on WM microstructural changes and its relationships with structural and functional connectivity to multiple cognitive domains are helpful to better understand the pathophysiological processes of c...
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/PMC8848259/ https://www.ncbi.nlm.nih.gov/pubmed/35185514 http://dx.doi.org/10.3389/fnagi.2021.760663 |
_version_ | 1784652214142238720 |
---|---|
author | Kim, Tae Aizenstein, Howard J. Snitz, Beth E. Cheng, Yu Chang, Yue-Fang Roush, Rebecca E. Huppert, Theodore J. Cohen, Annie Doman, Jack Becker, James T. |
author_facet | Kim, Tae Aizenstein, Howard J. Snitz, Beth E. Cheng, Yu Chang, Yue-Fang Roush, Rebecca E. Huppert, Theodore J. Cohen, Annie Doman, Jack Becker, James T. |
author_sort | Kim, Tae |
collection | PubMed |
description | White matter hyperintensities (WMHs) are associated with cognitive decline. Assessing the effect of WMH on WM microstructural changes and its relationships with structural and functional connectivity to multiple cognitive domains are helpful to better understand the pathophysiological processes of cognitive impairment. 65 participants (49 normal and 16 MCI subjects, age: 67.4 ± 8.3 years, 44 females) were studied at 3T. The WMHs and fifty fiber tracts were automatically segmented from the T1/T2-weighted images and diffusion-weighted images, respectively. Tract-profiles of WMH were compared with those of apparent fiber density (AFD). The relationship between AFD and tract connectivity (TC) was assessed. Functional connectivity (FC) between tract ends obtained from resting-state functional MRI was examined in relation to TC. Tract-specific relationships of WMH, TC and FC with a multi-domain neuropsychological test battery and Montreal Cognitive Assessment (MoCA) were also separately assessed by lasso linear regression. Indirect pathways of TC and FC between WMH and multiple cognitive measures were tested using the mediation analysis. Higher WMH loads in WM tracts were locally matched with the reduced AFD, which was related to decrease in TC. However, no direct relationship was found between TC and FC. Tract-specific changes on WMH, TC and FC for each cognitive performance may explain that macro- and microstructural and functional changes are associated differently with each cognitive domain in a fiber specific manner. In these identified tracts, the differences between normal and MCI for WMH and TC were increased, and the relationships of WMH, TC and FC with cognitive outcomes were more significant, compared to the results from all tracts. Indirect pathways of two-step (TC-FC) between WMH and all cognitive domains were significant (p < 0.0083 with Bonferroni correction), while the separated indirect pathways through TC and through FC were different depending on cognitive domain. Deterioration in specific cognitive domains may be affected by alterations in a set of different tracts that are differently associated with macrostructural, microstructural, and function changes. Thus, assessments of WMH and its associated changes on specific tracts help for better understanding of the interrelationships of multiple changes in cognitive impairment. |
format | Online Article Text |
id | pubmed-8848259 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-88482592022-02-17 Tract Specific White Matter Lesion Load Affects White Matter Microstructure and Their Relationships With Functional Connectivity and Cognitive Decline Kim, Tae Aizenstein, Howard J. Snitz, Beth E. Cheng, Yu Chang, Yue-Fang Roush, Rebecca E. Huppert, Theodore J. Cohen, Annie Doman, Jack Becker, James T. Front Aging Neurosci Neuroscience White matter hyperintensities (WMHs) are associated with cognitive decline. Assessing the effect of WMH on WM microstructural changes and its relationships with structural and functional connectivity to multiple cognitive domains are helpful to better understand the pathophysiological processes of cognitive impairment. 65 participants (49 normal and 16 MCI subjects, age: 67.4 ± 8.3 years, 44 females) were studied at 3T. The WMHs and fifty fiber tracts were automatically segmented from the T1/T2-weighted images and diffusion-weighted images, respectively. Tract-profiles of WMH were compared with those of apparent fiber density (AFD). The relationship between AFD and tract connectivity (TC) was assessed. Functional connectivity (FC) between tract ends obtained from resting-state functional MRI was examined in relation to TC. Tract-specific relationships of WMH, TC and FC with a multi-domain neuropsychological test battery and Montreal Cognitive Assessment (MoCA) were also separately assessed by lasso linear regression. Indirect pathways of TC and FC between WMH and multiple cognitive measures were tested using the mediation analysis. Higher WMH loads in WM tracts were locally matched with the reduced AFD, which was related to decrease in TC. However, no direct relationship was found between TC and FC. Tract-specific changes on WMH, TC and FC for each cognitive performance may explain that macro- and microstructural and functional changes are associated differently with each cognitive domain in a fiber specific manner. In these identified tracts, the differences between normal and MCI for WMH and TC were increased, and the relationships of WMH, TC and FC with cognitive outcomes were more significant, compared to the results from all tracts. Indirect pathways of two-step (TC-FC) between WMH and all cognitive domains were significant (p < 0.0083 with Bonferroni correction), while the separated indirect pathways through TC and through FC were different depending on cognitive domain. Deterioration in specific cognitive domains may be affected by alterations in a set of different tracts that are differently associated with macrostructural, microstructural, and function changes. Thus, assessments of WMH and its associated changes on specific tracts help for better understanding of the interrelationships of multiple changes in cognitive impairment. Frontiers Media S.A. 2022-02-02 /pmc/articles/PMC8848259/ /pubmed/35185514 http://dx.doi.org/10.3389/fnagi.2021.760663 Text en Copyright © 2022 Kim, Aizenstein, Snitz, Cheng, Chang, Roush, Huppert, Cohen, Doman and Becker. 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 | Neuroscience Kim, Tae Aizenstein, Howard J. Snitz, Beth E. Cheng, Yu Chang, Yue-Fang Roush, Rebecca E. Huppert, Theodore J. Cohen, Annie Doman, Jack Becker, James T. Tract Specific White Matter Lesion Load Affects White Matter Microstructure and Their Relationships With Functional Connectivity and Cognitive Decline |
title | Tract Specific White Matter Lesion Load Affects White Matter Microstructure and Their Relationships With Functional Connectivity and Cognitive Decline |
title_full | Tract Specific White Matter Lesion Load Affects White Matter Microstructure and Their Relationships With Functional Connectivity and Cognitive Decline |
title_fullStr | Tract Specific White Matter Lesion Load Affects White Matter Microstructure and Their Relationships With Functional Connectivity and Cognitive Decline |
title_full_unstemmed | Tract Specific White Matter Lesion Load Affects White Matter Microstructure and Their Relationships With Functional Connectivity and Cognitive Decline |
title_short | Tract Specific White Matter Lesion Load Affects White Matter Microstructure and Their Relationships With Functional Connectivity and Cognitive Decline |
title_sort | tract specific white matter lesion load affects white matter microstructure and their relationships with functional connectivity and cognitive decline |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8848259/ https://www.ncbi.nlm.nih.gov/pubmed/35185514 http://dx.doi.org/10.3389/fnagi.2021.760663 |
work_keys_str_mv | AT kimtae tractspecificwhitematterlesionloadaffectswhitemattermicrostructureandtheirrelationshipswithfunctionalconnectivityandcognitivedecline AT aizensteinhowardj tractspecificwhitematterlesionloadaffectswhitemattermicrostructureandtheirrelationshipswithfunctionalconnectivityandcognitivedecline AT snitzbethe tractspecificwhitematterlesionloadaffectswhitemattermicrostructureandtheirrelationshipswithfunctionalconnectivityandcognitivedecline AT chengyu tractspecificwhitematterlesionloadaffectswhitemattermicrostructureandtheirrelationshipswithfunctionalconnectivityandcognitivedecline AT changyuefang tractspecificwhitematterlesionloadaffectswhitemattermicrostructureandtheirrelationshipswithfunctionalconnectivityandcognitivedecline AT roushrebeccae tractspecificwhitematterlesionloadaffectswhitemattermicrostructureandtheirrelationshipswithfunctionalconnectivityandcognitivedecline AT hupperttheodorej tractspecificwhitematterlesionloadaffectswhitemattermicrostructureandtheirrelationshipswithfunctionalconnectivityandcognitivedecline AT cohenannie tractspecificwhitematterlesionloadaffectswhitemattermicrostructureandtheirrelationshipswithfunctionalconnectivityandcognitivedecline AT domanjack tractspecificwhitematterlesionloadaffectswhitemattermicrostructureandtheirrelationshipswithfunctionalconnectivityandcognitivedecline AT beckerjamest tractspecificwhitematterlesionloadaffectswhitemattermicrostructureandtheirrelationshipswithfunctionalconnectivityandcognitivedecline |