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Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
T1-weighted/T2-weighted ratio reflects microstructural changes in Alzheimer's disease
N Reijner1,2, M Riscado Ramos3, E Jacobs3
1Department of Anatomy and Neurosciences, Section Clinical Neuroanatomy and Biobanking, Amsterdam UMC, De Boelelaan 1108, Amsterdam, 1081 HZ, The Netherlands. n.reijner@amsterdamumc.nl.
Background:
The T1-weighted/T2-weighted ratio (T1w/T2w-ratio) has been considered as a relatively simple neuroimaging approach to map myelin content in the aging and diseased brain. However, we hypothesize that any process affecting the tissue microstructural integrity also contributes to observed changes in the T1w/T2w-ratio. Here, we aim to evaluate the ability of T1w/T2w-ratio to detect microstructural changes, specifically within the paradigm of Alzheimer's disease (AD).
Methods:
Postmortem in-situ T1-weighted and T2-weighted MRI scans of 27 control and 51 AD brain donors were processed into standardized T1w/T2w-ratio images and parcellated into cortical regions according to the brainnetome atlas. Using an identical pipeline, antemortem MRI scans of 9 AD cases were processed. Immunohistochemical staining and digital quantification were performed for amyloid-beta (4G8), phosphorylated tau (AT8), neuro-axonal damage (NfL), myelin (PLP), microglia (IBA1), and iron (Meguro) in 9 cortical regions. Data was analysed using linear mixed models.
Results:
Whole cortex T1w/T2w-ratio was 15% lower in AD compared to controls and was 13% lower in the hippocampus of typical AD compared to atypical AD clinical phenotypes. Additionally, a strong correlation was found between antemortem and postmortem T1w/T2w-ratios (r = 0.85). Whole-brain associations between T1w/T2w-ratio and histological changes were found in both control and AD patients: T1w/T2w-ratio associated with myelin density (Controls: β = 0.229; AD: β = 0.312) and microglia density (Controls: β=-0.090; AD: β=-0.496). In AD but not in controls, T1w/T2w-ratio associated with amyloid-beta (β = 0.233), phosphorylated tau (β=-0.220), and neuro-axonal damage (β = 0.170). Iron load showed contrasting associations in controls and AD (Controls: β=-0.359; AD: β = 0.154).
Conclusion:
The findings in this study suggest that the T1w/T2w-ratio is mainly associated with myelin density in healthy controls, but is a broader indicator of microstructural integrity in Alzheimer's disease, where it additionally largely associates with accumulation of amyloid-beta, phosphorylated tau and neuro-axonal damage. Therefore, the T1w/T2w-ratio is not a myelin-specific marker in AD, but could be a valuable neuroimaging tool for tracking longitudinal microstructural changes when interpreted alongside established AD pathology biomarkers.
Insights
The T1-weighted/T2-weighted ratio (T1w/T2w-ratio) is not solely a myelin marker in Alzheimer's disease (AD). It reflects broader microstructural changes, including amyloid-beta, tau pathology, and neuro-axonal damage, making it a valuable tool for tracking AD progression.
Area of Science:
- Neuroimaging
- Neuropathology
- Biomarker Discovery
Background:
- The T1-weighted/T2-weighted ratio (T1w/T2w-ratio) is a neuroimaging technique used to assess myelin content.
- Its utility may extend beyond myelin to reflect broader microstructural integrity changes.
- This study investigates the T1w/T2w-ratio's ability to detect microstructural changes in Alzheimer's disease (AD).
Purpose of the Study:
- To evaluate the T1w/T2w-ratio's capability in detecting microstructural alterations in the context of Alzheimer's disease.
- To determine if the T1w/T2w-ratio is specific to myelin or indicative of other pathological changes in AD.
Main Methods:
- Postmortem and antemortem MRI scans from control and AD brain donors were analyzed.
- T1w/T2w-ratio images were generated and parcellated using the Brainnetome atlas.
- Immunohistochemistry was performed to quantify amyloid-beta, tau, neuro-axonal damage, myelin, microglia, and iron.
Main Results:
- The T1w/T2w-ratio was significantly lower in AD brains compared to controls.
- A strong correlation was observed between antemortem and postmortem T1w/T2w-ratios.
- In AD, T1w/T2w-ratio correlated with myelin, microglia, amyloid-beta, phosphorylated tau, and neuro-axonal damage, but not iron.
Conclusions:
- The T1w/T2w-ratio is associated with myelin density in controls but reflects broader microstructural integrity in AD.
- It is not a myelin-specific marker in AD but correlates with key AD pathologies.
- The T1w/T2w-ratio can serve as a valuable neuroimaging tool for tracking longitudinal microstructural changes in AD when interpreted with other biomarkers.
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