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Updated: Aug 20, 2025

Automated Segmentation of Cortical Grey Matter from T1-Weighted MRI Images
Published on: January 7, 2019
Heritability of Subcortical Grey Matter Structures
David Strelnikov1, Amirreza Alijanpourotaghsara1, Marton Piroska1
1Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary.
Subcortical brain volumes, like the amygdala and caudate nucleus, are highly heritable in adults. Environmental factors significantly influence thalamus volume, highlighting genetic and environmental contributions to brain structure.
Area of Science:
- Neuroscience
- Genetics
- Brain Imaging
Background:
- Subcortical grey matter structures are crucial for cognitive, affective, social, and motor functions.
- Volume changes in these structures are associated with aging and neuropsychiatric disorders.
Purpose of the Study:
- To investigate the heritability of six subcortical brain volumes (amygdala, caudate nucleus, pallidum, putamen, thalamus, nucleus accumbens) and four general brain volumes in adult twins.
- To compare the results from two automated volumetry pipelines: Computational Anatomy Toolbox 12 (CAT12) and volBrain.
Main Methods:
- Utilized brain magnetic resonance imaging data from 118 healthy adult twins (Hungarian Twin Registry).
- Employed CAT12 and volBrain for automated calculation of subcortical and general brain volumes.
- Applied univariate ACE model to age- and sex-adjusted intra-pair correlations from monozygotic and dizygotic twins.
Main Results:
- High heritability estimates (0.75-0.95 for CAT12, 0.69-0.92 for volBrain) were found for most subcortical volumes, including amygdala, caudate nucleus, pallidum, putamen, and nucleus accumbens.
- Thalamus volume showed a stronger influence from common environmental factors (C = 0.45-0.73 with CAT12, C = 0.72-0.85 with volBrain).
- Strong correlations (r = 0.74-0.94) were observed between the CAT12 and volBrain pipelines for all measured volumes.
Conclusions:
- The majority of studied subcortical brain volumes demonstrate strong heritability.
- Thalamus volume is significantly influenced by shared environmental factors, irrespective of the segmentation method used.
- Findings underscore the genetic basis of subcortical volume variations and their relevance to associated diseases.
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