Heritability of cerebellar subregion volumes in adolescent and young adult twins.
Lachlan T StrikeRebecca KerestesKatie L McmahonGreig I de ZubicarayIan H HardingSarah E MedlandPublished in: Human brain mapping (2024)
Twin studies have found gross cerebellar volume to be highly heritable. However, whether fine-grained regional volumes within the cerebellum are similarly heritable is still being determined. Anatomical MRI scans from two independent datasets (QTIM: Queensland Twin IMaging, N = 798, mean age 22.1 years; QTAB: Queensland Twin Adolescent Brain, N = 396, mean age 11.3 years) were combined with an optimised and automated cerebellum parcellation algorithm to segment and measure 28 cerebellar regions. We show that the heritability of regional volumetric measures varies widely across the cerebellum ( h 2 $$ {h}^2 $$ 47%-91%). Additionally, the good to excellent test-retest reliability for a subsample of QTIM participants suggests that non-genetic variance in cerebellar volumes is due primarily to unique environmental influences rather than measurement error. We also show a consistent pattern of strong associations between the volumes of homologous left and right hemisphere regions. Associations were predominantly driven by genetic effects shared between lobules, with only sparse contributions from environmental effects. These findings are consistent with similar studies of the cerebrum and provide a first approximation of the upper bound of heritability detectable by genome-wide association studies.
Keyphrases
- young adults
- genome wide association
- case control
- machine learning
- mental health
- deep learning
- genome wide
- computed tomography
- high resolution
- contrast enhanced
- childhood cancer
- high throughput
- dna damage
- human health
- resting state
- air pollution
- multiple sclerosis
- neural network
- functional connectivity
- molecular dynamics
- dna repair
- risk assessment
- oxidative stress
- preterm birth
- fluorescence imaging
- blood brain barrier
- dual energy