A COMPASS for VESPUCCI: A FAIR Way to Explore the Grapevine Transcriptomic Landscape
Marco Moretto1, Paolo Sonego1, Stefania Pilati2
1Unit of Computational Biology, Research and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige, Italy.
Frontiers in Plant Science
|March 14, 2022
Summary
VESPUCCI, an integrated database for grapevine gene expression, is now FAIR-compliant. This update offers accessible, standardized transcriptomic data analysis for researchers using open-source tools.
Area of Science:
- Plant genomics
- Bioinformatics
- Data science
Background:
- Integrating transcriptomic experiments for gene expression analysis is complex.
- A unified access point for diverse gene expression measurements is needed.
- Grapevine (Vitis vinifera) transcriptomic data is fragmented across platforms.
Purpose of the Study:
- To update VESPUCCI, an integrated database for grapevine gene expression data, to be FAIR-compliant.
- To provide a centralized and accessible repository for all public grapevine transcriptomic experiments.
- To facilitate flexible analysis of gene expression data through standardized access and normalization.
Main Methods:
- Updated VESPUCCI database to comply with FAIR data principles (Findable, Accessible, Interoperable, Reusable).
- Integrated all public grapevine gene expression data from microarray and RNA-seq platforms.
- Developed a COMPASS GraphQL interface for data querying.
- Implemented multiple data normalization methodologies.
- Manually curated sample annotations using standard formats and ontologies.
Main Results:
- VESPUCCI is now FAIR-compliant, enhancing data discoverability and reusability.
- The database integrates comprehensive public grapevine transcriptomic data.
- Flexible data access and analysis are enabled via the GraphQL interface and varied normalization options.
- Manually curated annotations ensure data quality and standardization.
Conclusions:
- The updated VESPUCCI database provides seamless querying and analysis of grapevine gene expression (meta)data.
- It can be integrated into existing bioinformatics workflows and tools.
- VESPUCCI is freely accessible, supporting diverse user needs and expertise levels for grapevine research.
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