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Published on: October 17, 2025
Functional Connectivity of the Neonatal Cerebellum is Impacted by Sex and Polygenic Liability for Autism
Lauren Wagner1,2, Emily Chiem1,3, Janelle Liu4,5,6
1Department of Psychiatry and Biobehavioral Sciences, UCLA.
Insights
Autism Spectrum Disorder (ASD) genetic liability influences early brain connectivity between the cerebellum and cerebrum in neonates. These early differences, particularly in males and females, may predict later behavioral outcomes.
Area of Science:
- Neuroscience
- Developmental Neuroscience
- Genetics
Background:
- The cerebellum's early integration with cerebral networks is crucial for development.
- Autism Spectrum Disorder (ASD) is associated with cerebellar structural and functional alterations.
- The impact of ASD genetic liability on infant cerebello-cerebral connectivity, and potential sex differences, remains largely unknown.
Purpose of the Study:
- To investigate the relationship between ASD polygenic scores (PGS) and neonatal cerebello-cerebral functional connectivity.
- To explore sex-specific effects of ASD PGS on infant brain connectivity.
- To examine associations between early connectivity patterns and later behavioral outcomes.
Main Methods:
- Utilized neonatal functional magnetic resonance imaging (fMRI) data from the Developing Human Connectome Project (dHCP).
- Analyzed genetic data, including ASD polygenic scores (PGS), in 198 term-born neonates.
- Correlated cerebello-cerebral connectivity with behavioral assessments at 18 months.
Main Results:
- Identified widespread sex differences in neonatal cerebello-cerebral connectivity across cerebellar subdivisions.
- Elevated ASD PGS predicted altered cerebello-cerebral connectivity, with hemisphere-dependent effects.
- ASD PGS predicted opposing connectivity patterns in males and females, linking to distinct brain regions.
- Early connectivity patterns showed nominal, sex-specific associations with 18-month language, attention, and emotional reactivity.
Conclusions:
- Neonatal ASD genetic liability influences the functional organization of cerebello-cerebral networks at birth.
- Sex-specific cerebellar connectivity profiles associated with ASD may contribute to distinct behavioral presentations in males and females.
- Early cerebellar development influenced by genetic factors plays a role in neurodevelopmental trajectories relevant to ASD.
Abstract:
The cerebellum rapidly integrates with cerebral networks during infancy and shows consistent structural and functional alterations in Autism Spectrum Disorder (ASD), suggesting that early cerebellar development may be consequential for later behavioral and psychiatric outcomes. Yet, little is known about the effect of ASD genetic liability on cerebello-cerebral functional connectivity in infancy or whether effects may differ by biological sex. Here, we leveraged neonatal functional magnetic resonance imaging, genetic, and behavioral follow-up data from the Developing Human Connectome Project (dHCP) to examine the relationship between ASD polygenic scores (PGS) and functional connectivity of cerebellar regions associated with sensorimotor and social-cognitive functions in 198 term-born neonates (mean age: 9.7 days). We report widespread sex differences in neonatal cerebello-cerebral connectivity that are regionally specific across cerebellar subdivisions. Across the full sample, elevated ASD PGS predicted alterations in cerebello-cerebral connectivity, with hemisphere-dependent differences in sensorimotor cerebellar connectivity with temporal cortex, and hyperconnectivity between the right social-cognitive seed and posterior cingulate. Notably, elevated ASD PGS predicted opposing patterns of cerebello-cerebral connectivity in males and females, including male hyperconnectivity between the right sensorimotor cerebellum and default mode areas, and female hyperconnectivity between the right social-cognitive seed and sensorimotor cortex. Connectivity associated with elevated ASD PGS showed nominal, sex-specific associations with 18-month language ability, attention problems, and emotional reactivity. Our findings show that ASD PGS influences the functional configuration of the cerebellum at birth and suggest that underlying cerebellar connectivity profiles associated with ASD may partially underlie distinct behavioral presentations in males and females.
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