Orientational changes of white matter fibers in Alzheimer's disease and amnestic mild cognitive impairment
White matter abnormalities represent early neuropathological events in neurodegenerative diseases such as Alzheimer's disease (AD), investigating these white matter alterations would likely provide valuable insights into pathological changes over the course of AD. Using a novel mathematical fra...
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Published in | Human brain mapping Vol. 42; no. 16; pp. 5397 - 5408 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Hoboken, USA
John Wiley & Sons, Inc
01.11.2021
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Subjects | |
Online Access | Get full text |
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Summary: | White matter abnormalities represent early neuropathological events in neurodegenerative diseases such as Alzheimer's disease (AD), investigating these white matter alterations would likely provide valuable insights into pathological changes over the course of AD. Using a novel mathematical framework called “Director Field Analysis” (DFA), we investigated the geometric microstructural properties (i.e., splay, bend, twist, and total distortion) in the orientation of white matter fibers in AD, amnestic mild cognitive impairment (aMCI), and cognitively normal (CN) individuals from the Alzheimer's Disease Neuroimaging Initiative 2 database. Results revealed that AD patients had extensive orientational changes in the bilateral anterior thalamic radiation, corticospinal tract, inferior and superior longitudinal fasciculus, inferior fronto‐occipital fasciculus, and uncinate fasciculus in comparison with CN. We postulate that these orientational changes of white matter fibers may be partially caused by the expansion of lateral ventricle, white matter atrophy, and gray matter atrophy in AD. In contrast, aMCI individuals showed subtle orientational changes in the left inferior longitudinal fasciculus and right uncinate fasciculus, which showed a significant association with the cognitive performance, suggesting that these regions may be preferential vulnerable to breakdown by neurodegenerative brain disorders, thereby resulting in the patients' cognitive impairment. To our knowledge, this article is the first to examine geometric microstructural changes in the orientation of white matter fibers in AD and aMCI. Our findings demonstrate that the orientational information of white matter fibers could provide novel insight into the underlying biological and pathological changes in AD and aMCI.
Orientational changes may be partially caused by the expansion of lateral ventricle, white matter atrophy and gray matter atrophy in Alzheimer's disease. The inferior longitudinal fasciculus and uncinate fasciculus may be more vulnerable to breakdown by neurodegenerative brain disorders, thereby resulting in the patients' cognitive impairment in amnestic mild cognitive impairment. |
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Bibliography: | Funding information Haichao Zhao and Jian Cheng are joint first authors. As such, the investigators within the ADNI contributed to the design and implementation of ADNI and/or provided data but did not participate in analysis or writing of this report. A complete listing of ADNI investigators can be found at Data used in preparation of this article were obtained from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database http://adni.loni.usc.edu/wp-content/uploads/how_to_apply/ADNI_Acknowledgement_List.pdf National Natural Science Foundation of China, Grant/Award Numbers: 81871434, 61971017; National Key Research and Development Program of China, Grant/Award Number: 2019YFC0118602; Beijing Natural Science Foundation, Grant/Award Number: Z200016 adni.loni.usc.edu . ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Funding information National Natural Science Foundation of China, Grant/Award Numbers: 81871434, 61971017; National Key Research and Development Program of China, Grant/Award Number: 2019YFC0118602; Beijing Natural Science Foundation, Grant/Award Number: Z200016 Data used in preparation of this article were obtained from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database (adni.loni.usc.edu). As such, the investigators within the ADNI contributed to the design and implementation of ADNI and/or provided data but did not participate in analysis or writing of this report. A complete listing of ADNI investigators can be found at: http://adni.loni.usc.edu/wp-content/uploads/how_to_apply/ADNI_Acknowledgement_List.pdf. |
ISSN: | 1065-9471 1097-0193 |
DOI: | 10.1002/hbm.25628 |