Altered whole-brain white matter networks in preclinical Alzheimer's disease
Surrogates of whole-brain white matter (WM) networks reconstructed using diffusion tensor imaging (DTI) are novel markers of structural brain connectivity. Global connectivity of networks has been found impaired in clinical Alzheimer's disease (AD) compared to cognitively healthy aging. We hypo...
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doaj-246412008b0c406e9abdbbd77535dcf72020-11-24T21:40:04ZengElsevierNeuroImage: Clinical2213-15822015-01-018C66066610.1016/j.nicl.2015.06.007Altered whole-brain white matter networks in preclinical Alzheimer's diseaseFlorian Udo FischerDominik WolfArmin ScheurichAndreas FellgiebelSurrogates of whole-brain white matter (WM) networks reconstructed using diffusion tensor imaging (DTI) are novel markers of structural brain connectivity. Global connectivity of networks has been found impaired in clinical Alzheimer's disease (AD) compared to cognitively healthy aging. We hypothesized that network alterations are detectable already in preclinical AD and investigated major global WM network properties. Other structural markers of neurodegeneration typically affected in prodromal AD but seeming largely unimpaired in preclinical AD were also examined. 12 cognitively healthy elderly with preclinical AD as classified by florbetapir-PET (mean age 73.4 ± 4.9) and 31 age-matched controls without cerebral amyloidosis (mean age 73.1 ± 6.7) from the ADNI were included. WM networks were reconstructed from DTI using tractography and graph theory. Indices of network capacity and the established imaging markers of neurodegeneration hippocampal volume, and cerebral glucose utilization as measured by fludeoxyglucose-PET were compared between the two groups. Additionally, we measured surrogates of global WM integrity (fractional anisotropy, mean diffusivity, volume). We found an increase of shortest path length and a decrease of global efficiency in preclinical AD. These results remained largely unchanged when controlling for WM integrity. In contrast, neither markers of neurodegeneration nor WM integrity were altered in preclinical AD subjects. Our results suggest an impairment of WM networks in preclinical AD that is detectable while other structural imaging markers do not yet indicate incipient neurodegeneration. Moreover, these findings are specific to WM networks and cannot be explained by other surrogates of global WM integrity.http://www.sciencedirect.com/science/article/pii/S2213158215001138Preclinical Alzheimer's diseaseDTIBrain network |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Florian Udo Fischer Dominik Wolf Armin Scheurich Andreas Fellgiebel |
spellingShingle |
Florian Udo Fischer Dominik Wolf Armin Scheurich Andreas Fellgiebel Altered whole-brain white matter networks in preclinical Alzheimer's disease NeuroImage: Clinical Preclinical Alzheimer's disease DTI Brain network |
author_facet |
Florian Udo Fischer Dominik Wolf Armin Scheurich Andreas Fellgiebel |
author_sort |
Florian Udo Fischer |
title |
Altered whole-brain white matter networks in preclinical Alzheimer's disease |
title_short |
Altered whole-brain white matter networks in preclinical Alzheimer's disease |
title_full |
Altered whole-brain white matter networks in preclinical Alzheimer's disease |
title_fullStr |
Altered whole-brain white matter networks in preclinical Alzheimer's disease |
title_full_unstemmed |
Altered whole-brain white matter networks in preclinical Alzheimer's disease |
title_sort |
altered whole-brain white matter networks in preclinical alzheimer's disease |
publisher |
Elsevier |
series |
NeuroImage: Clinical |
issn |
2213-1582 |
publishDate |
2015-01-01 |
description |
Surrogates of whole-brain white matter (WM) networks reconstructed using diffusion tensor imaging (DTI) are novel markers of structural brain connectivity. Global connectivity of networks has been found impaired in clinical Alzheimer's disease (AD) compared to cognitively healthy aging. We hypothesized that network alterations are detectable already in preclinical AD and investigated major global WM network properties. Other structural markers of neurodegeneration typically affected in prodromal AD but seeming largely unimpaired in preclinical AD were also examined.
12 cognitively healthy elderly with preclinical AD as classified by florbetapir-PET (mean age 73.4 ± 4.9) and 31 age-matched controls without cerebral amyloidosis (mean age 73.1 ± 6.7) from the ADNI were included. WM networks were reconstructed from DTI using tractography and graph theory. Indices of network capacity and the established imaging markers of neurodegeneration hippocampal volume, and cerebral glucose utilization as measured by fludeoxyglucose-PET were compared between the two groups. Additionally, we measured surrogates of global WM integrity (fractional anisotropy, mean diffusivity, volume).
We found an increase of shortest path length and a decrease of global efficiency in preclinical AD. These results remained largely unchanged when controlling for WM integrity. In contrast, neither markers of neurodegeneration nor WM integrity were altered in preclinical AD subjects.
Our results suggest an impairment of WM networks in preclinical AD that is detectable while other structural imaging markers do not yet indicate incipient neurodegeneration. Moreover, these findings are specific to WM networks and cannot be explained by other surrogates of global WM integrity. |
topic |
Preclinical Alzheimer's disease DTI Brain network |
url |
http://www.sciencedirect.com/science/article/pii/S2213158215001138 |
work_keys_str_mv |
AT florianudofischer alteredwholebrainwhitematternetworksinpreclinicalalzheimersdisease AT dominikwolf alteredwholebrainwhitematternetworksinpreclinicalalzheimersdisease AT arminscheurich alteredwholebrainwhitematternetworksinpreclinicalalzheimersdisease AT andreasfellgiebel alteredwholebrainwhitematternetworksinpreclinicalalzheimersdisease |
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