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Gray matter heritability in family-based and population-based studies using voxel-based morphometry.
Sven J van der Lee1, Gennady V Roshchupkin2,3, Hieab H H Adams1,2
1Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands.
Human Brain Mapping
|February 2, 2017
Summary
This study reveals that gray matter heritability can be reliably mapped at the voxel level using magnetic resonance imaging. Combining data from multiple studies enhances the accuracy of these brain heritability maps.
Area of Science:
- Neuroimaging
- Genetics
- Brain Anatomy
Background:
- High-resolution structural imaging and genetics advance brain understanding through aggregate measures.
- Voxel-wise analyses offer detailed insights into genetic influences on brain structure.
Purpose of the Study:
- To conduct a large-scale study on gray matter heritability at high voxel resolution (1x1x1 mm).
- To explore the potential of voxel-wise heritability mapping for understanding genetic contributions to brain structure.
Main Methods:
- Applied validated voxel-based morphometry (VBM) protocols to MRI data from 3,239 unrelated and 491 family-based subjects.
- Utilized genome-wide genetic data and pedigree structures to estimate voxel-wise gray matter heritability.
- Associated genetic variants linked to subcortical volume with highly heritable voxels to enhance association signals.
Main Results:
- Significantly heritable voxels were identified in subcortical structures and left hemisphere language areas.
- Family-based heritability estimates were higher than population-based estimates, yet regional consistency was high (r=0.73).
- Association signals for genetic loci related to subcortical volume were enhanced by focusing on the most heritable voxels.
Conclusions:
- Gray matter voxel-wise heritability is reliably estimable using various methods.
- Combining heritability estimates across studies enables the construction of robust gray matter heritability maps.
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