White matter hyperintensity shape is associated with cognitive functioning - the SMART-MR study
Publication date
2022-12
Authors
UCC-SMART Study Group
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Document Type
Article
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Abstract
White matter hyperintensity (WMH) shape has been associated with the severity of the underlying brain pathology, suggesting it is a potential neuroimaging marker of WMH impact on brain function. In 563 patients with vascular disease (58 ± 10 years), we examined the relationship between WMH volume, shape, and cognitive functioning. WMH volume and shape were automatically determined on 1.5T brain MRI data. Standardized linear regression analyses estimated the association between WMH volume and shape (concavity index, solidity, convexity, fractal dimension, and eccentricity) and memory and executive functioning, adjusted for age, sex, educational level, and reading ability. Larger WMH volumes were associated with lower executive functioning Z-scores (b (95%-CI): -0.09 (-0.17;-0.01)). Increased shape complexity of periventricular/confluent WMH associated with lower executive functioning (concavity index +1SD: -0.13 (-0.20;-0.06); solidity -1SD: -0.09 (-0.17;-0.02)) and lower memory function (fractal dimension +1SD: -0.10 (-0.18;-0.02)). Of note, the association between concavity index and executive functioning was independent of WMH volume (-0.12 (-0.19;-0.04)). Our results suggest that WMH shape contains additional information about WMH burden, not otherwise captured by WMH volume.
Keywords
Aging, Cognitive functioning, MRI, Shape analysis, SMART-MR study, White matter hyperintensities, Clinical Neurology, Geriatrics and Gerontology, Ageing, General Neuroscience, Developmental Biology, Journal Article
Citation
UCC-SMART Study Group 2022, 'White matter hyperintensity shape is associated with cognitive functioning - the SMART-MR study', Neurobiology of Aging, vol. 120, pp. 81-87. https://doi.org/10.1016/j.neurobiolaging.2022.08.009