Microstructural White Matter Alterations in Mild Cognitive Impairment and Alzheimer’s Disease: Study Based on Neurite Orientation Dispersion and Density Imaging (NODDI)
Purpose To investigate microstructural alterations in white matter in mild cognitive impairment (MCI) and Alzheimer’s disease (AD) using neurite orientation dispersion and density imaging (NODDI) and to assess the potential diagnostic performance of NODDI-derived parameters. Methods In this study 14...
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Veröffentlicht in: | Clinical neuroradiology (Munich) 2020-09, Vol.30 (3), p.569-579 |
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Sprache: | eng |
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Zusammenfassung: | Purpose
To investigate microstructural alterations in white matter in mild cognitive impairment (MCI) and Alzheimer’s disease (AD) using neurite orientation dispersion and density imaging (NODDI) and to assess the potential diagnostic performance of NODDI-derived parameters.
Methods
In this study 14 MCI patients, 14 AD patients, and 14 healthy controls (HC) were recruited. The diffusion tensor imaging(DTI)-derived fractional anisotropy (FA) and NODDI-derived neurite density index (NDI), orientation dispersion index (ODI), and volume fraction of isotropic water molecules (Viso) were calculated from the diffusion data. The tract-based spatial statistics (TBSS) method was used for statistical analysis with one-way ANOVA. The correlations between the parameter values and mini-mental state examination (MMSE) and Montreal cognitive assessment (MoCA) scores were examined. A receiver operating characteristic (ROC) curve was conducted to assess the diagnostic performance of different parameters.
Results
Compared with the HC group, the NDI and ODI values decreased significantly and the Viso values were significantly increased in the MCI and AD groups (
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ISSN: | 1869-1439 1869-1447 |
DOI: | 10.1007/s00062-019-00805-0 |