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Reproducible Brain Charts: An open data resource for mapping brain development and its associations with mental
Golia Shafiei1, Nathalia B Esper2, Mauricio S Hoffmann3
1Penn Lifespan Informatics and Neuroimaging Center, University of Pennsylvania, Philadelphia, PA, USA; Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Lifespan Brain Institute (LiBI) of Penn Medicine and CHOP, University of Pennsylvania, Philadelphia, PA, USA.
Reproducible Brain Charts (RBC) is a new open-access dataset integrating brain development and psychopathology data from over 6,000 youth. This resource enhances reproducible research in developmental neuroscience and mental health.
Area of Science:
- Neuroscience
- Psychiatry
- Developmental Science
Background:
- Mental disorders are increasingly viewed as disruptions in brain development.
- Large, diverse datasets are crucial for understanding generalizable links between brain development and psychopathology.
Purpose of the Study:
- To introduce Reproducible Brain Charts (RBC), an open resource for studying brain development and psychopathology in youth.
- To facilitate large-scale, reproducible, and generalizable research in developmental and psychiatric neuroscience.
Main Methods:
- Integrated data from 5 large studies (N = 6,346) across three continents.
- Used bifactor models for harmonized psychiatric phenotyping.
- Applied consistent, reproducible pipelines for neuroimaging data curation and processing after rigorous quality assurance.
Main Results:
- Initial analyses highlight the importance of quality assurance and data harmonization.
- Demonstrated the utility of RBC in delineating developmental effects and psychopathology associations.
- Successfully created harmonized psychiatric phenotypes capturing major dimensions of psychopathology.
Conclusions:
- Reproducible Brain Charts (RBC) is a valuable, open-access resource for the research community.
- RBC supports large-scale, reproducible, and generalizable research in developmental and psychiatric neuroscience.
- Open sharing of data without restrictions promotes scientific advancement.
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