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Published on: December 18, 2016
Regional associations of white matter hyperintensities and early cortical amyloid pathology
Luigi Lorenzini1, Loes T Ansems1, Isadora Lopes Alves1
1Dept. of Radiology and Nuclear Medicine, Amsterdam University Medical Center, Amsterdam Neuroscience, Amsterdam, The Netherlands.
Abstract:
White matter hyperintensities (WMHs) have a heterogeneous aetiology, associated with both vascular risk factors and amyloidosis due to Alzheimer's disease. While spatial distribution of both amyloid and WM lesions carry important information for the underlying pathogenic mechanisms, the regional relationship between these two pathologies and their joint contribution to early cognitive deterioration remains largely unexplored. We included 662 non-demented participants from three Amyloid Imaging to Prevent Alzheimer's disease (AMYPAD)-affiliated cohorts: EPAD-LCS (N = 176), ALFA+ (N = 310), and EMIF-AD PreclinAD Twin60++ (N = 176). Using PET imaging, cortical amyloid burden was assessed regionally within early accumulating regions (medial orbitofrontal, precuneus, and cuneus) and globally, using the Centiloid method. Regional WMH volume was computed using Bayesian Model Selection. Global associations between WMH, amyloid, and cardiovascular risk scores (Framingham and CAIDE) were assessed using linear models. Partial least square (PLS) regression was used to identify regional associations. Models were adjusted for age, sex, and APOE-e4 status. Individual PLS scores were then related to cognitive performance in 4 domains (attention, memory, executive functioning, and language). While no significant global association was found, the PLS model yielded two components of interest. In the first PLS component, a fronto-parietal WMH pattern was associated with medial orbitofrontal-precuneal amyloid, vascular risk, and age. Component 2 showed a posterior WMH pattern associated with precuneus-cuneus amyloid, less related to age or vascular risk. Component 1 was associated with lower performance in all cognitive domains, while component 2 only with worse memory. In a large pre-dementia population, we observed two distinct patterns of regional associations between WMH and amyloid burden, and demonstrated their joint influence on cognitive processes. These two components could reflect the existence of vascular-dependent and -independent manifestations of WMH-amyloid regional association that might be related to distinct primary pathophysiology.
Insights
Two distinct patterns of white matter hyperintensities (WMH) and amyloid in the brain were identified in non-demented individuals. These patterns differentially impact cognitive function, suggesting distinct underlying pathologies contributing to early cognitive decline.
Area of Science:
- Neuroimaging
- Neuropathology
- Cognitive Neuroscience
Background:
- White matter hyperintensities (WMH) and amyloid deposition are common in aging brains and linked to Alzheimer's disease.
- The regional interplay between WMH and amyloid and their combined effect on cognition is not well understood.
Purpose of the Study:
- To investigate the regional relationship between white matter hyperintensities (WMH) and cortical amyloid burden in a non-demented population.
- To explore the joint contribution of these pathologies to cognitive performance across different domains.
Main Methods:
- Utilized PET imaging to assess regional amyloid burden and Bayesian Model Selection for regional WMH volume in 662 participants.
- Employed Partial Least Square (PLS) regression to identify regional associations between WMH, amyloid, and cardiovascular risk factors.
- Related individual PLS scores to cognitive performance in attention, memory, executive functioning, and language.
Main Results:
- Two distinct patterns of WMH-amyloid associations emerged: a fronto-parietal WMH pattern linked to medial orbitofrontal-precuneal amyloid, vascular risk, and age; and a posterior WMH pattern linked to precuneus-cuneus amyloid.
- Component 1 was associated with poorer performance across all cognitive domains, while Component 2 was specifically linked to worse memory.
- No significant global association was found between WMH and amyloid.
Conclusions:
- Identified two distinct regional WMH-amyloid patterns in a pre-dementia population, reflecting potentially vascular-dependent and -independent pathways.
- These patterns differentially impact cognitive function, highlighting their joint role in early cognitive deterioration.
- Findings suggest distinct pathophysiological mechanisms underlying WMH-amyloid interactions in early Alzheimer's disease.
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