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The spatial distribution of age-related white matter changes as a function of vascular risk factors--results from the
E Rostrup1, A A Gouw, H Vrenken
1Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital, Hvidovre, Denmark. egillr@dadlnet.dk
Abstract:
White matter hyperintensities (WMH) are a frequent finding on brain MRI of elderly subjects, and have been associated with various risk factors, as well as with development of cognitive and functional impairment. While an overall association between WMH load and risk factors is well described, possible spatially restricted vulnerability remains to be established. The aim of this study was to investigate the spatial distribution of WMH in normally functioning elderly subjects. We introduce a voxel-based approach in which lesion probability is mapped as a function of clinical risk factors using logistic regression, and validate the method using simulated datasets. The method was then applied in a total of 605 participants of the LADIS study (age 74 ± 5 years, all with WMH), and the location of manually delineated WMH was investigated after spatial normalisation. Particularly strong and widespread associations were found for age, gender and hypertension. Different distribution patterns were found for men and women. Further, increased probability was found in association with self-reported alcohol and tobacco consumption, as well as in those with a history of migraine. It is concluded that the location of WMH is dependent on the risk factors involved pointing towards a regionally different pathogenesis and/or vulnerability of the white matter.
Insights
The location of white matter hyperintensities (WMH) in elderly brains varies by risk factors like age and hypertension. This suggests specific brain regions have different vulnerabilities, impacting cognitive health.
Area of Science:
- Neuroimaging
- Geriatric Medicine
- Neurology
Background:
- White matter hyperintensities (WMH) are common in older adults and linked to cognitive decline.
- While risk factors for WMH are known, their specific spatial distribution and regional impact are less understood.
Purpose of the Study:
- To investigate the spatial distribution of WMH in normally functioning elderly individuals.
- To identify how clinical risk factors influence the specific locations of WMH in the brain.
Main Methods:
- Developed a voxel-based approach to map lesion probability based on clinical risk factors using logistic regression.
- Applied the method to 605 participants (mean age 74) from the LADIS study with manually delineated WMH.
- Validated the approach using simulated datasets.
Main Results:
- Strong associations found between WMH location and age, gender, and hypertension, with differing patterns in men and women.
- Increased WMH probability linked to alcohol and tobacco consumption, and a history of migraine.
- Spatial mapping revealed distinct patterns of WMH accumulation based on specific risk factors.
Conclusions:
- The location of white matter hyperintensities is significantly influenced by associated risk factors.
- Findings suggest regionally specific pathogenesis and/or vulnerability of white matter in the aging brain.
- Understanding spatial patterns of WMH can provide insights into targeted prevention and treatment strategies.
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