2013
Effectiveness of regional DTI measures in distinguishing Alzheimer's disease, MCI, and normal aging
Abstract: The Alzheimer's Disease Neuroimaging Initiative (ADNI) recently added diffusion tensor imaging (DTI), among several other new imaging modalities, in an effort to identify sensitive biomarkers of Alzheimer's disease (AD). While anatomical MRI is the main structural neuroimaging method used in most AD studies and clinical trials, DTI is sensitive to microscopic white matter (WM) changes not detectable with standard MRI, offering additional markers of neurodegeneration. Prior DTI studies of AD report lower fracti…
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Cited by 357 publications
(393 citation statements)
References 126 publications
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“…Negative associations were observed between MD and both the COM-Mem and COM-EF composite scores, across all major white matter tracts at the 95% threshold for significance, with no significant positive associations observed. Taken together, these results replicate previous findings demonstrating that increased microstructural integrity is associated with better cognitive performance in both memory and executive functioning across all major white matter tracts (Crane et al, 2012; Gibbons et al, 2012; Nir et al, 2013).…”
Section: Resultssupporting
confidence: 90%
“…Negative associations were observed between MD and both the COM-Mem and COM-EF composite scores, across all major white matter tracts at the 95% threshold for significance, with no significant positive associations observed. Taken together, these results replicate previous findings demonstrating that increased microstructural integrity is associated with better cognitive performance in both memory and executive functioning across all major white matter tracts (Crane et al, 2012; Gibbons et al, 2012; Nir et al, 2013).…”
Section: Resultssupporting
confidence: 90%
“…We also examined the correlations between 18 F-FDG-SUVR, DTI-FA, and DTI-MD from different brain regions and neuropsychological scores (MoCA and MMSE). In line with the previous literature [37–40], we showed that worse cognitive performance was strongly associated with decreased 18 F-FDG-SUVR and DTI-FA and increased DTI-MD.…”
Section: Discussionsupporting
confidence: 93%
“…For all MAE metrics, these findings are consistent with our expectation that statistical deviation from the norm is greater in the MCI and dementia groups than in the CN group. Trends and directions of deviation for DTI metrics are also consistent with prior reports on regional DTI measures in AD 54,55 . Patterns of dementia and MCI effects were also mostly consistent across the two cohorts we examined, with stronger statistical significance in ADNI compared to NIMHANS.…”
Section: Resultssupporting
confidence: 87%
