Regional growth rates of white matter hyperintensities are associated with beta-amyloid burden
Jeremy F Strain1, Maryam Rahmani1, Chia-Ling Phuah2
1Washington University School of Medicine, Washington University in St. Louis, MO 63110, USA.
Abstract:
There is increasing evidence for an association between white matter hyperintensities (WMH) and brain beta-amyloid deposition. How WMH are longitudinally associated with brain beta-amyloid burden requires further investigation, particularly with respect to co-existent vascular risk factors and differences across white matter regions. We measured WMH on MRI and vascular risk factors in a combined neuroimaging data set of cognitively normal and individuals with dementia comprised of the ADNI, AIBL and OASIS3 studies, which includes harmonized centiloid estimates of beta-amyloid burden from PET imaging. WMH were measured using the TrUE-Net algorithm. Vascular risk factors were extracted from provided clinical data and used to calculate individual revised Framingham Stroke Risk Profile (FSRP) scores. Linear mixed effects modelling was used to determine the relationship between the growth rate of WMH and baseline beta-amyloid burden, controlling for age, sex, APOE4 status, and vascular risk factors. 1243 participants [49 % female, mean age 71.7 y (SD 7.6 y)] had at least 3 brain MRIs. Linear mixed models demonstrate robust independent cross-sectional relationships between WMH and baseline beta-amyloid burden (beta coefficient=0.27, p < 0.001), age (beta coefficient=0.04, p < 0.001) and vascular risk factors (beta coefficient=0.25, p < 0.001). Growth rates of WMH increased with baseline beta-amyloid burden (slope=0.021, p < 0.001) and decreased with anti-hypertensive medications (slope=-0.019, p = 0.002), above and beyond age, APOE4 status, and other vascular risk factors. The longitudinal association for beta-amyloid burden persisted in a similar analysis for parietal WM. Our study suggests that in Alzheimer disease research cohorts, WMH progression is associated with age and beta-amyloid burden, particularly in parietal white matter, and slowed by anti-hypertensive treatment.
Insights
White matter hyperintensities (WMH) progression is linked to aging and beta-amyloid in Alzheimer
Area of Science:
- Neuroimaging and Neurology
- Alzheimer's Disease Research
- Vascular Contributions to Cognitive Impairment
Background:
- Increasing evidence links white matter hyperintensities (WMH) to brain beta-amyloid deposition.
- Longitudinal associations between WMH, beta-amyloid, and vascular risk factors require further investigation.
- Understanding regional differences in WMH progression is crucial for Alzheimer's disease (AD) research.
Purpose of the Study:
- To investigate the longitudinal relationship between WMH progression and brain beta-amyloid burden.
- To examine the influence of vascular risk factors on this association.
- To explore regional variations in WMH progression, particularly in parietal white matter.
Main Methods:
- Utilized a combined neuroimaging dataset (ADNI, AIBL, OASIS3) including MRI for WMH measurement (TrUE-Net algorithm) and PET for beta-amyloid burden (centiloid estimates).
- Calculated revised Framingham Stroke Risk Profile (FSRP) scores for vascular risk factors.
- Employed linear mixed effects modeling to analyze the relationship between WMH growth rate and baseline beta-amyloid, controlling for covariates.
Main Results:
- Demonstrated robust cross-sectional relationships between WMH and beta-amyloid burden, age, and vascular risk factors.
- WMH growth rates increased with baseline beta-amyloid burden and decreased with anti-hypertensive medications.
- The association between beta-amyloid burden and WMH progression was significant, especially in parietal white matter.
Conclusions:
- WMH progression in Alzheimer's disease research cohorts is associated with age and beta-amyloid burden.
- Anti-hypertensive treatment may slow the progression of WMH.
- Parietal white matter is particularly affected by the association between beta-amyloid and WMH progression.
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