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Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
Distinct patterns of microstructural brain changes in Alzheimer's disease subtypes: Diffusion MRI metrics in braak
Naoki Hayakawa1, Shuko Takeda2,3, Hiroto Takahashi4
1Department of Geriatric and General Medicine, Osaka University Graduate School of Medicine, Suita, Osaka, Japan.
Abstract:
BackgroundAlzheimer's disease (AD) is pathologically defined by the accumulation of amyloid-β and phosphorylated tau and subsequent neuronal death. These neuropathological changes typically accumulate in the medial temporal lobe before spreading to other cortical regions (Braak staging pattern). Recent studies using postmortem brain tissue and neuroimaging data have revealed AD subtypes with distinct neuropathological patterns. Hippocampal-sparing (HpSp) subtype of AD shows the preservation of medial temporal lobe volume, compared to typical AD; however, underlying changes in the brain microstructure remain largely unclear.ObjectiveWe used Neurite Orientation Dispersion and Density Imaging (NODDI) to investigate the microstructural signatures in each AD subtype.MethodsWe defined typical and HpSp AD based on visual assessment scales of brain MRI, among individuals with mild cognitive impairment who were positive for core AD cerebrospinal fluid markers. We set regions of interest in Braak stage (BS)-related areas (hippocampus (BS II), precuneus (BS V), and postcentral gyrus (BS VI)) and compared NODDI metrics, including intracellular volume fraction, orientation dispersion index, and isotropic volume fraction (Viso), among typical AD, HpSp AD, and non-AD control groups.ResultsNODDI metrics in the hippocampus were significantly different between the typical and HpSp AD groups. Notably, the hippocampal NODDI values in the HpSp AD group were comparable to those of the control group. Viso values in the precuneus were significantly higher in HpSp AD, compared to typical AD.ConclusionsThis suggests that AD subtypes have distinct patterns of microstructural changes in BS-related brain regions.
Insights
Alzheimer's disease (AD) subtypes show distinct brain microstructural changes. Hippocampal-sparing AD preserves hippocampal integrity, unlike typical AD, indicating varied disease progression patterns.
Area of Science:
- Neuroimaging
- Neuropathology
- Brain Microstructure Analysis
Background:
- Alzheimer's disease (AD) is characterized by amyloid-beta and tau accumulation, leading to neuronal death.
- Neuropathological changes follow a Braak staging pattern, typically starting in the medial temporal lobe.
- Distinct AD subtypes, including hippocampal-sparing (HpSp) AD, exhibit varying patterns of neuropathology.
Purpose of the Study:
- To investigate the microstructural differences between typical AD and HpSp AD using Neurite Orientation Dispersion and Density Imaging (NODDI).
- To identify specific brain regions affected differently in AD subtypes.
Main Methods:
- Individuals with mild cognitive impairment and positive AD cerebrospinal fluid markers were classified into typical AD and HpSp AD groups based on MRI.
- Regions of interest were defined in Braak stage-related areas: hippocampus, precuneus, and postcentral gyrus.
- NODDI metrics (intracellular volume fraction, orientation dispersion index, isotropic volume fraction) were compared across groups.
Main Results:
- Significant differences in hippocampal NODDI metrics were observed between typical AD and HpSp AD.
- HpSp AD showed hippocampal NODDI values comparable to non-AD controls.
- Higher isotropic volume fraction (Viso) was found in the precuneus of HpSp AD compared to typical AD.
Conclusions:
- AD subtypes exhibit distinct patterns of brain microstructural alterations in Braak stage-related regions.
- HpSp AD is characterized by preserved hippocampal microstructure compared to typical AD.
- These findings highlight the utility of NODDI in differentiating AD subtypes and understanding their unique neuropathological profiles.

