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Updated: Feb 15, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Cross-linking BioThings APIs through JSON-LD to facilitate knowledge exploration
Jiwen Xin1, Cyrus Afrasiabi1, Sebastien Lelong1
1Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, USA.
This study enhances biological data sharing by implementing JSON for Linking Data (JSON-LD) on BioThings APIs. This improves interoperability and enables more precise, integrated queries across different biological data resources.
Area of Science:
- Life Sciences
- Bioinformatics
- Data Interoperability
Background:
- Application Programming Interfaces (APIs) are crucial for distributing biological data.
- Many biological APIs use Javascript Object Notation (JSON) as their data format.
- A common data format alone is insufficient for comprehensive cross-API data integration.
Purpose of the Study:
- To enhance interoperability between biological APIs.
- To enable richer, more integrated queries across disparate biological datasets.
- To provide a generalizable solution for API integration in life sciences.
Main Methods:
- Implemented JSON for Linking Data (JSON-LD) technology on the BioThings APIs (MyGene.info, MyVariant.info, MyChem.info).
- Applied semantic annotations to existing JSON data structures.
- Demonstrated use cases facilitated by JSON-LD semantic annotations.
Main Results:
- JSON-LD enhances interoperability by adding semantic context to JSON data.
- Enabled simpler and more precise query capabilities across APIs.
- Facilitated API cross-linking and data integration.
Conclusions:
- The implemented JSON-LD pattern offers a generalizable solution for improving API interoperability in the life sciences.
- Semantic enrichment of biological data through JSON-LD is key for advanced data integration.
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