BiomarkersHumans25,425 participantsCross-sectional study

Brain age estimates were higher across six disorders

The gap between scan-estimated and actual age exceeded age-matched controls by 7.64 years in schizophrenia and 7.61 years in frontotemporal dementia.

Brain sections above groups of upright, faceless people contrast fuller folds and narrow cavities with wider grooves and enlarged cavities.

Psychological Medicine

An observational study compared brain scans from 1,737 patients with seven psychiatric or neurodegenerative disorders with those from 1,793 age-matched controls. Researchers trained an age-prediction model on magnetic resonance imaging (MRI) scans from 25,425 healthy people aged 2–95 years. They tested it in independent groups, including people scanned over time. They measured the gap between predicted brain age and actual age, correcting for bias related to age.

Compared with controls, this gap was higher in schizophrenia, frontotemporal dementia, Alzheimer’s disease, bipolar disorder, major depressive disorder and chronic substance use disorder. It was not significantly higher in attention-deficit/hyperactivity disorder. The model’s average prediction error was about 5–7 years across validation and independent groups.

Why it matters

Psychiatric and neurodegenerative conditions were the focus of this framework for investigating brain aging across the lifespan.

Caveats

The clinical comparisons were observational, so they could not show that the disorders caused accelerated aging. Brain age was a scan-based estimate, not a direct measurement of how fast brains aged.

The paper

Accelerated brain aging as a transdiagnostic biomarker: A lifespan MRI brain age study across seven disorders

Jena University Hospital

Psychological Medicine · 7 Oct 2026

doi.org/10.1017/s003329172610587xPubMed 42839301