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Relationship Between DTI Metrics and Cognitive Function in Alzheimer’s Disease
Introduction: Alzheimer’s disease (AD) is a neurodegenerative disorder with a clinical presentation characterized by memory impairment and executive dysfunction. Our group previously demonstrated significant alterations in white matter microstructural metrics in AD compared to healthy older adults....
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6333848/ https://www.ncbi.nlm.nih.gov/pubmed/30687081 http://dx.doi.org/10.3389/fnagi.2018.00436 |
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author | Mayo, Chantel D. Garcia-Barrera, Mauricio A. Mazerolle, Erin L. Ritchie, Lesley J. Fisk, John D. Gawryluk, Jodie R. |
author_facet | Mayo, Chantel D. Garcia-Barrera, Mauricio A. Mazerolle, Erin L. Ritchie, Lesley J. Fisk, John D. Gawryluk, Jodie R. |
author_sort | Mayo, Chantel D. |
collection | PubMed |
description | Introduction: Alzheimer’s disease (AD) is a neurodegenerative disorder with a clinical presentation characterized by memory impairment and executive dysfunction. Our group previously demonstrated significant alterations in white matter microstructural metrics in AD compared to healthy older adults. We aimed to further investigate the relationship between white matter microstructure in AD and cognitive function, including memory and executive function. Methods: Diffusion tensor imaging (DTI) and neuropsychological data were downloaded from the AD Neuroimaging Initiative database for 49 individuals with AD and 48 matched healthy older adults. The relationship between whole-brain fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AxD), radial diffusivity (RD), and composite scores of memory and executive function was examined. We also considered voxel-wise relationships using Tract-Based Spatial Statistics. Results: As expected, individuals with AD had lower composite scores on tests of memory and executive function, as well as disrupted white matter integrity (low FA, high MD, AxD, and RD) relative to healthy older adults in widespread regions, including the hippocampus. When the AD and healthy older adult groups were combined, we found significant relationships between DTI metrics (FA/MD/AxD/RD) and memory scores across widespread regions of the brain, including the medial temporal regions. We also found significant relationships between DTI metrics (FA/MD/AxD/RD) and executive function in widespread regions, including the frontal areas in the combined group. However, when the groups were examined separately, no significant relationships were found between DTI metrics (FA/MD/AxD/RD) and memory performance for either group. Further, we did not find any significant relationships between DTI metrics (FA/MD/AxD/RD) and executive function in the AD group, but we did observe significant relationships between FA/RD, and executive function in healthy older adults. Conclusion: White matter integrity is disrupted in AD. In a mixed sample of AD and healthy elderly persons, associations between measures of white matter microstructure and memory and executive cognitive test performance were evident. However, no significant linear relationship between the degree of white matter disruption and level of cognitive functioning (memory and executive abilities) was found in those with AD. Future longitudinal studies of the relations between DTI metrics and cognitive function in AD are required to determine whether DTI has potential to measure progression of AD and/or treatment efficacy. |
format | Online Article Text |
id | pubmed-6333848 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-63338482019-01-25 Relationship Between DTI Metrics and Cognitive Function in Alzheimer’s Disease Mayo, Chantel D. Garcia-Barrera, Mauricio A. Mazerolle, Erin L. Ritchie, Lesley J. Fisk, John D. Gawryluk, Jodie R. Front Aging Neurosci Neuroscience Introduction: Alzheimer’s disease (AD) is a neurodegenerative disorder with a clinical presentation characterized by memory impairment and executive dysfunction. Our group previously demonstrated significant alterations in white matter microstructural metrics in AD compared to healthy older adults. We aimed to further investigate the relationship between white matter microstructure in AD and cognitive function, including memory and executive function. Methods: Diffusion tensor imaging (DTI) and neuropsychological data were downloaded from the AD Neuroimaging Initiative database for 49 individuals with AD and 48 matched healthy older adults. The relationship between whole-brain fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AxD), radial diffusivity (RD), and composite scores of memory and executive function was examined. We also considered voxel-wise relationships using Tract-Based Spatial Statistics. Results: As expected, individuals with AD had lower composite scores on tests of memory and executive function, as well as disrupted white matter integrity (low FA, high MD, AxD, and RD) relative to healthy older adults in widespread regions, including the hippocampus. When the AD and healthy older adult groups were combined, we found significant relationships between DTI metrics (FA/MD/AxD/RD) and memory scores across widespread regions of the brain, including the medial temporal regions. We also found significant relationships between DTI metrics (FA/MD/AxD/RD) and executive function in widespread regions, including the frontal areas in the combined group. However, when the groups were examined separately, no significant relationships were found between DTI metrics (FA/MD/AxD/RD) and memory performance for either group. Further, we did not find any significant relationships between DTI metrics (FA/MD/AxD/RD) and executive function in the AD group, but we did observe significant relationships between FA/RD, and executive function in healthy older adults. Conclusion: White matter integrity is disrupted in AD. In a mixed sample of AD and healthy elderly persons, associations between measures of white matter microstructure and memory and executive cognitive test performance were evident. However, no significant linear relationship between the degree of white matter disruption and level of cognitive functioning (memory and executive abilities) was found in those with AD. Future longitudinal studies of the relations between DTI metrics and cognitive function in AD are required to determine whether DTI has potential to measure progression of AD and/or treatment efficacy. Frontiers Media S.A. 2019-01-09 /pmc/articles/PMC6333848/ /pubmed/30687081 http://dx.doi.org/10.3389/fnagi.2018.00436 Text en Copyright © 2019 Mayo, Garcia-Barrera, Mazerolle, Ritchie, Fisk and Gawryluk for the Alzheimer’s Disease Neuroimaging Initiative. 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 Mayo, Chantel D. Garcia-Barrera, Mauricio A. Mazerolle, Erin L. Ritchie, Lesley J. Fisk, John D. Gawryluk, Jodie R. Relationship Between DTI Metrics and Cognitive Function in Alzheimer’s Disease |
title | Relationship Between DTI Metrics and Cognitive Function in Alzheimer’s Disease |
title_full | Relationship Between DTI Metrics and Cognitive Function in Alzheimer’s Disease |
title_fullStr | Relationship Between DTI Metrics and Cognitive Function in Alzheimer’s Disease |
title_full_unstemmed | Relationship Between DTI Metrics and Cognitive Function in Alzheimer’s Disease |
title_short | Relationship Between DTI Metrics and Cognitive Function in Alzheimer’s Disease |
title_sort | relationship between dti metrics and cognitive function in alzheimer’s disease |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6333848/ https://www.ncbi.nlm.nih.gov/pubmed/30687081 http://dx.doi.org/10.3389/fnagi.2018.00436 |
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