Association between white matter hyperintensity load and grey matter atrophy in mild cognitive impairment is not unidirectional

Neuroimaging measures of Alzheimer’s disease (AD) include grey matter volume (GMV) alterations in the Default Mode Network (DMN) and Executive Control Network (ECN). Small-vessel cerebrovascular disease, often visualised as white matter hyperintensities (WMH) on MRI, is often seen in AD. However, th...

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Main Authors: Vipin, Ashwati, Wong, Benjamin Yi Xin, Kumar, Dilip, Low, Audrey, Ng, Kok Pin, Kandiah, Nagaendran
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
Format: Article
Language:English
Published: 2021
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Online Access:https://hdl.handle.net/10356/152032
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-1520322023-03-05T16:43:56Z Association between white matter hyperintensity load and grey matter atrophy in mild cognitive impairment is not unidirectional Vipin, Ashwati Wong, Benjamin Yi Xin Kumar, Dilip Low, Audrey Ng, Kok Pin Kandiah, Nagaendran Lee Kong Chian School of Medicine (LKCMedicine) Science::Medicine White Matter Hyperintensity Mild Cognitive Impairment Neuroimaging measures of Alzheimer’s disease (AD) include grey matter volume (GMV) alterations in the Default Mode Network (DMN) and Executive Control Network (ECN). Small-vessel cerebrovascular disease, often visualised as white matter hyperintensities (WMH) on MRI, is often seen in AD. However, the relationship between WMH load and GMV needs further examination. We examined the load-dependent influence of WMH on GMV and cognition in 183 subjects. T1-MRI data from 93 Mild Cognitive Impairment (MCI) and 90 cognitively normal subjects were studied and WMH load was categorized into low, medium and high terciles. We examined how differing loads of WMH related to whole-brain voxel-wise and regional DMN and ECN GMV. We further investigated how regional GMV moderated the relationship between WMH and cognition. We found differential load-dependent effects of WMH burden on voxel-wise and regional atrophy in only MCI. At high load, as expected WMH negatively related to both ECN and DMN GMV, however at low load, WMH positively related to ECN GMV. Additionally, negative associations between WMH and memory and executive function were moderated by regional GMV. Our results demonstrate non-unidirectional relationships between WMH load, GMV and cognition in MCI. National Medical Research Council (NMRC) Published version This study was supported by the National Medical Research Council [NMRC/CIRG/1416/2015], Singapore and under its Clinician Scientist Individual Research Grant (NMRC/CIRG/14MAY025) and the National Neuroscience Institute, Singapore. 2021-11-17T08:15:08Z 2021-11-17T08:15:08Z 2021 Journal Article Vipin, A., Wong, B. Y. X., Kumar, D., Low, A., Ng, K. P. & Kandiah, N. (2021). Association between white matter hyperintensity load and grey matter atrophy in mild cognitive impairment is not unidirectional. Aging, 13(8), 10973-10988. https://dx.doi.org/10.18632/aging.202977 1945-4589 https://hdl.handle.net/10356/152032 10.18632/aging.202977 33861727 2-s2.0-85105812234 8 13 10973 10988 en NMRC/CIRG/1416/2015 NMRC/CIRG/14MAY025 Aging © 2021 Vipin et al. This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Medicine
White Matter Hyperintensity
Mild Cognitive Impairment
spellingShingle Science::Medicine
White Matter Hyperintensity
Mild Cognitive Impairment
Vipin, Ashwati
Wong, Benjamin Yi Xin
Kumar, Dilip
Low, Audrey
Ng, Kok Pin
Kandiah, Nagaendran
Association between white matter hyperintensity load and grey matter atrophy in mild cognitive impairment is not unidirectional
description Neuroimaging measures of Alzheimer’s disease (AD) include grey matter volume (GMV) alterations in the Default Mode Network (DMN) and Executive Control Network (ECN). Small-vessel cerebrovascular disease, often visualised as white matter hyperintensities (WMH) on MRI, is often seen in AD. However, the relationship between WMH load and GMV needs further examination. We examined the load-dependent influence of WMH on GMV and cognition in 183 subjects. T1-MRI data from 93 Mild Cognitive Impairment (MCI) and 90 cognitively normal subjects were studied and WMH load was categorized into low, medium and high terciles. We examined how differing loads of WMH related to whole-brain voxel-wise and regional DMN and ECN GMV. We further investigated how regional GMV moderated the relationship between WMH and cognition. We found differential load-dependent effects of WMH burden on voxel-wise and regional atrophy in only MCI. At high load, as expected WMH negatively related to both ECN and DMN GMV, however at low load, WMH positively related to ECN GMV. Additionally, negative associations between WMH and memory and executive function were moderated by regional GMV. Our results demonstrate non-unidirectional relationships between WMH load, GMV and cognition in MCI.
author2 Lee Kong Chian School of Medicine (LKCMedicine)
author_facet Lee Kong Chian School of Medicine (LKCMedicine)
Vipin, Ashwati
Wong, Benjamin Yi Xin
Kumar, Dilip
Low, Audrey
Ng, Kok Pin
Kandiah, Nagaendran
format Article
author Vipin, Ashwati
Wong, Benjamin Yi Xin
Kumar, Dilip
Low, Audrey
Ng, Kok Pin
Kandiah, Nagaendran
author_sort Vipin, Ashwati
title Association between white matter hyperintensity load and grey matter atrophy in mild cognitive impairment is not unidirectional
title_short Association between white matter hyperintensity load and grey matter atrophy in mild cognitive impairment is not unidirectional
title_full Association between white matter hyperintensity load and grey matter atrophy in mild cognitive impairment is not unidirectional
title_fullStr Association between white matter hyperintensity load and grey matter atrophy in mild cognitive impairment is not unidirectional
title_full_unstemmed Association between white matter hyperintensity load and grey matter atrophy in mild cognitive impairment is not unidirectional
title_sort association between white matter hyperintensity load and grey matter atrophy in mild cognitive impairment is not unidirectional
publishDate 2021
url https://hdl.handle.net/10356/152032
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