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Automated Segmentation of the Hypothalamus: Associations of Age and Socioeconomic Status with Subunit Volumes in Cognitively Healthy Adults
bioRxiv · · Preprint · Open access
Akar, Atasever
Abstract ↗AI summary
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Older age in cognitively healthy adults is linked to smaller normalised volumes of the right posterior hypothalamic subunit (r = -.456, q < .001) and left posterior subunit (r = -.274, q = .007).
- Why it matters: Hypothalamic subunits are hard to measure in vivo due to small size and unclear boundaries, limiting tests of how ageing and socioeconomic status relate to brain structure in healthy people.
- What they did: Using OASIS-1 cross-sectional data (n = 416; analysed: 133 with Clinical Dementia Rating 0, ages 33–94), a FreeSurfer-based convolutional neural network segmented five subunits per hemisphere; volumes were normalised to eTIV and correlated with age and Hollingshead SES using Pearson correlations with Benjamini-Hochberg FDR, plus partial correlations adjusting for sex and for age and sex.
- The result: Lower SES showed a trend toward larger left anterior-inferior volume (r = .242, uncorrected p = .005) but did not survive FDR correction (q = .053), while the age–posterior associations persisted after sex adjustment.
The findingWhy it mattersWhat they didThe result
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