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Functional connectome mediates the association between sleep disturbance and mental health in preadolescence: A
Fan Nils Yang1, Tina Tong Liu2, Ze Wang1
1Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA.
Insights
Sleep disturbance and mental problems in children share a common neural mechanism involving the default mode network (DMN) and dorsal attention network (DAN). These brain networks influence each other, impacting mental well-being and sleep over time.
Area of Science:
- Neuroscience
- Child Psychology
- Sleep Medicine
Background:
- Sleep disturbance is a known precursor and correlate of mental disorders in youth.
- A bidirectional relationship between sleep and mental health is increasingly recognized.
Purpose of the Study:
- To identify a shared neural mechanism underlying sleep disturbance and mental disorders in preadolescents.
- To investigate the longitudinal interplay between sleep, mental health, and brain network connectivity.
Main Methods:
- Analysis of 9,350 children (aged 9-10) from the Adolescent Brain Cognitive Development (ABCD) study with 1-year follow-up.
- Utilized linear mixed-effects models, mediation, and longitudinal mediation analyses.
- Examined resting-state network connectivity, specifically the default mode network (DMN) and dorsal attention network (DAN).
Main Results:
- Total sleep disturbance (TSD) and mental problems (MP) converged in the DMN and DAN.
- Within- and between-network connectivity in DMN and DAN mediated the longitudinal relationship between TSD and MP.
- A less segregated DMN and DAN predicted poorer mental well-being and increased sleep disturbance a year later.
Conclusions:
- The DMN and DAN represent a common neural pathway for the interplay between sleep disturbance and mental problems in youth.
- Findings suggest potential targets for early intervention and neurofeedback therapies for both sleep and mental health issues in children.
Abstract:
Sleep disturbance is known to be associated with various mental disorders and often precedes the onset of mental disorders in youth. Given the increasingly acknowledged bidirectional influence between sleep disturbance and mental disorders, we aim to identify a shared neural mechanism that underlies sleep disturbance and mental disorders in preadolescents. We analyzed a dataset of 9,350 9-10 year-old children, among whom 8,845 had 1-year follow-up data, from the Adolescent Brain Cognitive Development (ABCD) study. Linear mixed-effects models, mediation analysis, and longitudinal mediation analysis were used to investigate the relationship between sleep disturbance, mental disorders, and resting-state network connectivity. Out of 186 unique connectivities, the effect of total sleep disturbance (TSP, from Sleep Disturbance Scale) and mental problems (MP, from Child Behavior Checklist) converged in the default mode network (DMN) and the dorsal attention network (DAN). Within- and between-network connectivities (DMN-DAN, DMN-DMN, DAN-DAN) mediated the relationship between baseline TSD and MP at 1-year follow-up and the relationship between baseline MP and TSD at 1-year follow-up. The pathway model in which sleep disturbance and mental problems affect each other through two anticorrelated brain networks (DMN and DAN) suggests a common neural mechanism between them. Longitudinally, a less segregated DMN and DAN is associated with negative outcomes on mental well-being and sleep disturbance a year later. These findings have important implications for the design of prevention and neurofeedback intervention for mental disorders and sleep problems.
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