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MicrobiomeKG: Bridging Microbiome Research and Host Health Through Knowledge Graphs
Skye L Goetz1, Amy K Glen2, Gwênlyn Glusman1
1Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA.
MicrobiomeKG is a novel knowledge graph connecting microbes and their functions to host health. It aids in understanding the microbiome for health interventions and generating research hypotheses.
Area of Science:
- Microbiome research
- Bioinformatics
- Computational biology
Background:
- The human microbiome, a vast community of microorganisms, significantly impacts host health.
- Understanding host-microbe interactions is key for developing health-promoting strategies.
- Microbiome-targeted interventions show promise for maintaining well-being.
Purpose of the Study:
- To develop MicrobiomeKG, a Knowledge Graph for microbiome research.
- To bridge the gap between microbial taxa, pathways, and host health.
- To facilitate integrative analysis and hypothesis generation in microbiome studies.
Main Methods:
- Created MicrobiomeKG, a novel knowledge graph.
- Derived knowledge assertions algorithmically from supplemental tables of published microbiome papers.
- Deployed the knowledge graph within the Biomedical Data Translator ecosystem.
Main Results:
- Established a comprehensive Knowledge Graph (MicrobiomeKG) for microbiome research.
- Enabled algorithmic extraction of knowledge from scientific literature.
- Provided a platform for integrative analysis and hypothesis generation.
Conclusions:
- MicrobiomeKG offers a valuable resource for exploring microbiome-host interactions.
- The knowledge graph facilitates novel insights and accelerates research in the field.
- This approach supports the development of microbiome-targeted health interventions.
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