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Published on: January 2, 2012
Genetic and environmental influences on cortical mean diffusivity
Jeremy A Elman1, Matthew S Panizzon1, Donald J Hagler2
1Department of Psychiatry, University of California San Diego, CA, USA; Center for Behavior Genetics of Aging, University of California San Diego, CA, USA.
Abstract:
Magnetic resonance imaging (MRI) has become an important tool in the early detection of age-related and neuropathological brain changes. Recent studies suggest that changes in mean diffusivity (MD) of cortical gray matter derived from diffusion MRI scans may be useful in detecting early effects of Alzheimer's disease (AD), and that these changes may be detected earlier than alterations associated with standard structural MRI measures such as cortical thickness. Thus, due to its potential clinical relevance, we examined the genetic and environmental influences on cortical MD in middle-aged men to provide support for the biological relevance of this measure and to guide future gene association studies. It is not clear whether individual differences in cortical MD reflect neuroanatomical variability similarly detected by other MRI measures, or whether unique features are captured. For instance, variability in cortical MD may reflect morphological variability more commonly measured by cortical thickness. Differences among individuals in cortical MD may also arise from breakdowns in myelinated fibers running through the cortical mantle. Thus, we investigated whether genetic influences on variation in cortical MD are the same or different from those influencing cortical thickness and MD of white matter (WM) subjacent to the cortical ribbon. Univariate twin analyses indicated that cortical MD is heritable in the majority of brain regions; the average of regional heritability estimates ranged from 0.38 in the cingulate cortex to 0.66 in the occipital cortex, consistent with the heritability of other MRI measures of the brain. Trivariate analyses found that, while there was some shared genetic variance between cortical MD and each of the other two measures, this overlap was not complete (i.e., the correlation was statistically different from 1). A significant amount of distinct genetic variance influences inter-individual variability in cortical MD; therefore, this measure could be useful for further investigation in studies of neurodegenerative diseases and gene association studies.
Insights
Cortical mean diffusivity (MD) is heritable and captures unique genetic influences distinct from cortical thickness. This finding supports its use in neurodegenerative disease research and gene association studies.
Area of Science:
- Neuroimaging
- Genetics
- Brain Aging
Background:
- Magnetic resonance imaging (MRI) aids in detecting age-related brain changes.
- Cortical mean diffusivity (MD) may detect early Alzheimer's disease (AD) effects before structural MRI changes.
- Understanding genetic and environmental influences on cortical MD is crucial for its clinical relevance.
Purpose of the Study:
- To investigate genetic and environmental influences on cortical MD in middle-aged men.
- To determine if genetic influences on cortical MD overlap with those on cortical thickness and white matter (WM) MD.
- To assess the biological relevance of cortical MD for neurodegenerative disease research.
Main Methods:
- Utilized diffusion MRI scans to derive cortical MD.
- Conducted univariate twin analyses to assess heritability of cortical MD.
- Performed trivariate analyses to examine shared genetic variance between cortical MD, cortical thickness, and WM MD.
Main Results:
- Cortical MD demonstrated significant heritability across most brain regions, with estimates ranging from 0.38 to 0.66.
- Trivariate analyses revealed shared genetic variance between cortical MD and other MRI measures, but this overlap was incomplete.
- A substantial portion of distinct genetic variance influences individual differences in cortical MD.
Conclusions:
- Cortical MD is a heritable trait with unique genetic underpinnings.
- Cortical MD captures genetic information not fully explained by cortical thickness or WM MD.
- Cortical MD holds potential for future studies on neurodegenerative diseases and gene associations.
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