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Quantitative 3D In Silico Modeling q3DISM of Cerebral Amyloid-beta Phagocytosis in Rodent Models of Alzheimer's Disease
Published on: December 26, 2016
Quantitative susceptibility mapping of the brain is associated with inflammatory changes in Alzheimer's disease
Seyyed Ali Hosseini1,2,3, Stijn Servaes1,2,3, Arthur C Macedo1,2,3
1Translational Neuroimaging Laboratory, McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, QC, Canada.
Abstract:
Accumulation of paramagnetic substances in brain tissue may constitute a feature of Alzheimer's disease (AD) associated with inflammatory processes. This study employed MRI quantitative susceptibility mapping (QSM), as an index of paramagnetic load, to assess its association with brain Aβ and tau aggregates, as well as inflammatory biomarkers. We assessed QSM and T1-weighted MRI scans from 315 participants in the TRIAD cohort, including young-controls and individuals across the AD spectrum. Imaging was performed at baseline, with follow-up assessments at 12 and 24 months. Mean-cortical and subcortical susceptibility values were measured, and correlations with AD-relevant plasma and CSF inflammatory biomarkers. At baseline, AD patients had significantly greater QSM than age-matched controls in the posterior cingulate cortex, precuneus, and basal ganglia. After 24 months, QSM increased in the anterior cingulate in MCI, while dementia cases showed increase in the pallidum and hippocampus. Multiple comparison analysis indicated correlation between QSM and immune biomarkers IL-10RB, PD-L1, SCF, TWEAK, CSF-1, CXCL9, HGF, and CD40, but not with brain Aβ or tau-related biomarkers. Our findings reveal that the magnitude of tissue susceptibility load, as measured by QSM, reflects tissue inflammation rather than protein aggregation. QSM provides new insights into tissue dysfunction, with potential applications in AD therapeutic development.
Insights
Quantitative susceptibility mapping (QSM) reveals increased paramagnetic substances in Alzheimer's disease (AD) brain tissue, reflecting inflammation rather than protein buildup. This MRI technique offers new insights for AD therapeutic development.
Area of Science:
- Neuroimaging
- Biomarkers
- Alzheimer's Disease Research
Background:
- Paramagnetic substance accumulation in brain tissue is linked to Alzheimer's disease (AD) and inflammation.
- Quantitative susceptibility mapping (QSM) measures paramagnetic load, potentially serving as an indicator in AD.
- The relationship between QSM, AD pathology (amyloid-beta and tau), and inflammation requires further investigation.
Purpose of the Study:
- To assess the association between QSM, as a measure of paramagnetic load, and brain Aβ and tau aggregates.
- To evaluate the correlation of QSM with inflammatory biomarkers in plasma and cerebrospinal fluid (CSF).
- To investigate the longitudinal changes in QSM in individuals across the AD spectrum.
Main Methods:
- Utilized MRI quantitative susceptibility mapping (QSM) and T1-weighted scans from 315 participants in the TRIAD cohort.
- Assessed mean-cortical and subcortical susceptibility values at baseline and at 12 and 24-month follow-ups.
- Correlated QSM values with AD-relevant plasma and CSF inflammatory biomarkers, as well as Aβ and tau levels.
Main Results:
- AD patients exhibited significantly higher QSM than controls in specific brain regions (posterior cingulate cortex, precuneus, basal ganglia) at baseline.
- Over 24 months, QSM increased in the anterior cingulate (MCI) and in the pallidum and hippocampus (dementia).
- QSM correlated with several immune biomarkers (IL-10RB, PD-L1, SCF, TWEAK, CSF-1, CXCL9, HGF, CD40) but not with Aβ or tau biomarkers.
Conclusions:
- QSM reflects tissue inflammation in Alzheimer's disease, rather than protein aggregation.
- The magnitude of tissue susceptibility load measured by QSM provides insights into brain dysfunction.
- QSM shows potential as a valuable tool for monitoring disease progression and in the development of AD therapeutics.
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