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Increased Brain-Age Gap in Young Adults With Psychotic Experiences
Rafael Navarro-González1,2,3, Pedro Luque-Laguna3, Rodrigo de Luis-García1,3,4
1Universidad de Valladolid, Laboratorio de Procesado de Imagen, Valladolid, Spain.
Young adults with psychotic experiences (PEs) show an older brain age, suggesting atypical brain maturation. This brain-age gap did not significantly change by age 30, indicating a need for further longitudinal studies.
Area of Science:
- Neuroscience
- Psychiatry
- Radiology
Background:
- Psychotic experiences (PEs), including hallucinations and delusions, are associated with brain structure variations.
- The relationship between PEs and magnetic resonance imaging (MRI)-derived brain age remains unclear.
Purpose of the Study:
- To investigate if young adults with PEs exhibit an increased brain-age gap (predicted minus chronological age).
- To determine if this brain-age gap diverges over a 10-year period.
Main Methods:
- Brain age was estimated using a multilayer perceptron model trained on 2628 T1-weighted MRIs (ages 6-50).
- Participants from the Avon Longitudinal Study of Parents and Children (ALSPAC) were scanned around ages 20 and 30.
- Linear mixed-effects models analyzed case-control differences, severity associations, and longitudinal changes in the brain-age gap.
Main Results:
- Individuals with PEs had a significantly larger brain-age gap at the initial scan (around age 20).
- A trend-level association was observed between the brain-age gap and PE severity.
- The difference in brain-age gap between groups was not significant at the follow-up scan (around age 30).
Conclusions:
- Young adults reporting PEs demonstrate an older brain age, indicative of atypical brain maturation.
- The brain-age gap did not show significant widening or narrowing by age 30.
- Longitudinal studies with larger, multimodal cohorts across development are necessary to fully understand psychosis-related atypical brain maturation.
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