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The genetics-BIDS extension: Easing the search for genetic data associated with human brain imaging
Clara A Moreau1, Martineau Jean-Louis1, Ross Blair2
1Sainte Justine Research Center, University of Montreal, 3175 Chemin de la Côte-Sainte-Catherine, Montréal, QC H3T 1C5, Canada, Montreal, QC, Canada.
Gigascience
|October 17, 2020
Summary
Metadata enhance database searchability for brain imaging genetics research. The genetics Brain Imaging Data Structure extension links molecular features to imaging data, improving data aggregation across studies.
Area of Science:
- Neuroscience
- Genetics
- Bioinformatics
Background:
- Databases require metadata for effective searching.
- Brain imaging genetics integrates neuroscience and genetics, each with existing data standards.
- Discovering links between molecular features and brain imaging data is challenging.
Purpose of the Study:
- To introduce the genetics Brain Imaging Data Structure extension.
- To facilitate the linking of metadata for human brain imaging data with genomic and transcriptomic data.
- To improve data aggregation across studies by connecting micro-scale molecular features with macro-scale imaging repositories.
Main Methods:
- Developed metadata files for the genetics Brain Imaging Data Structure extension.
- Described the association of genomic and transcriptomic data with brain imaging data.
- Ensured compatibility with existing data dictionaries and ontologies.
Main Results:
- The genetics Brain Imaging Data Structure extension provides standardized metadata for brain imaging genetics.
- Successfully linked metadata across different databases containing imaging, genomic, and transcriptomic data.
- Demonstrated the feasibility of identifying micro-scale molecular features linked to macro-scale imaging data.
Conclusions:
- The genetics Brain Imaging Data Structure extension enhances data discoverability and aggregation in brain imaging genetics.
- Facilitates cross-disciplinary research by standardizing metadata linkage.
- Supports the identification of molecular underpinnings of brain imaging phenotypes.
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