# Dimensional adversity, brain-age, & mental health: Differences in male and female adolescents

**Authors:** Michelle Shaul, Sarah Whittle, Niousha Dehestani, Timothy J. Silk, Nandita Vijayakumar

PMC · DOI: 10.1016/j.dcn.2026.101671 · Developmental Cognitive Neuroscience · 2026-01-13

## TL;DR

This study explores how early life adversity affects brain development and mental health in male and female adolescents.

## Contribution

The study introduces sex-specific effects of adversity dimensions on brain maturation and mental health outcomes.

## Key findings

- Males with psychosocial deprivation showed delayed structural brain maturation.
- Females with older brain age had higher externalizing problems.
- Sex moderates how adversity relates to brain development and mental health.

## Abstract

Early life adversity (ELA) has been linked to shifts in developmental pace. This study examined whether brain maturity during early adolescence was influenced by ELA, and whether it explained the relationship between ELA and mental health problems. A sample (n = 7658, 46 % female) from the Adolescent Brain and Cognitive Development (ABCD) Study was utilized, with data collected at three time points spanning 9–14 years of age. Exposure to threat, psychosocial deprivation, household instability, and socioeconomic stress were measured at baseline. A predictive model of normative brain development (brain age) trained on a large independent lifespan sample was applied to structural neuroimaging data from the second timepoint. Brain-age-gap (BAG) – the difference between model predicted brain age and chronological age – was tested as a mediator of adversity exposure and internalizing/externalizing problems at the third timepoint. A more positive BAG was associated with more externalizing problems, but hypothesized associations between adversity and BAG were not significant. Sex moderation of these pathways suggests adversity may differentially affect the pace of brain development for males and females, which uniquely explains vulnerability to externalizing problems. The findings highlight the importance of examining sex-specific effects of adversity on adolescent development and mental health.

•Bayesian analysis tested brain-age-gap mediation in longitudinal ABCD Study.•Dimensional adversity model: threat, deprivation, unpredictability & SES.•Sex moderated dimensions of early life adversity with brain & psychopathology.•Males: psychosocial deprivation predicted delayed structural brain maturation.•Females: older brain age predicted adolescent externalizing problems.

Bayesian analysis tested brain-age-gap mediation in longitudinal ABCD Study.

Dimensional adversity model: threat, deprivation, unpredictability & SES.

Sex moderated dimensions of early life adversity with brain & psychopathology.

Males: psychosocial deprivation predicted delayed structural brain maturation.

Females: older brain age predicted adolescent externalizing problems.

## Full-text entities

- **Diseases:** injury (MESH:D014947), Cognitive Development (MESH:D003072), Mental Health Problems (MESH:D000076082), psychosis (MESH:D011618), COVID-19 (MESH:D000086382), obsessive-compulsive (MESH:D009771), anxiety (MESH:D001007), MH Problems (MESH:C535694), oppositional defiant disorder (MESH:D019958), food insecurity (MESH:D005517), BAG (MESH:C562538), externalizing problems (MESH:D017577), mental health (OMIM:603663), mental illness (MESH:D001523), schizophrenia (MESH:D012559), emotional neglect (MESH:D058069), ABCD (MESH:D002658), internalizing (MESH:D000082122), accident/illness (MESH:D000081084), abuse (MESH:D019966)
- **Chemicals:** substance (MESH:C012600), BAG (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

84 references — full list in the complete paper: https://tomesphere.com/paper/PMC12856638/full.md

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Source: https://tomesphere.com/paper/PMC12856638