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Published on: December 4, 2021
Concept mapping One-Carbon Metabolism to model future ontologies for nutrient-gene-phenotype interactions
A C Joslin1, R Green, J B German
1Department of Food Science and Technology, University of California, Davis, 1 Shields Avenue, Davis, CA, 95616, USA.
We developed a user-friendly concept mapping tool to visualize complex nutrigenomics data, linking diet, genes, and health outcomes. This approach aids researchers in understanding nutrient-gene/polymorphism-phenotype relationships for better health insights.
Area of Science:
- Bioinformatics
- Nutrigenomics
- Systems Biology
Background:
- Bioinformatic tools often require advanced skills, limiting accessibility for life scientists.
- User-friendly methods for visualizing nutrigenomics data are lacking.
- Understanding nutrient-gene/polymorphism-phenotype interactions is crucial for personalized nutrition and health.
Purpose of the Study:
- To develop a low-barrier-to-entry method for visualizing nutrigenomics information.
- To create a conceptual model for future nutrigenomics ontologies.
- To facilitate the understanding of diet and health-related data.
Main Methods:
- Utilized concept mapping software to build a conceptual model of diet and health data.
- Visualized interactions between phenotype, nutrient, gene product, and genetic polymorphism as "knowledge propositions" (triples).
- Mapped genes within the One-Carbon Metabolism (OCM) pathway, their variants, and associated concepts from literature.
Main Results:
- Developed knowledge maps visualizing OCM pathway genes, polymorphisms, and nutrition/phenotype/health associations.
- Identified incongruities between pathway databases and literature data.
- Highlighted the importance of considering upstream and downstream pathways (e.g., TCN2, FUT2) and substrate availability (e.g., B12) for OCM functionality.
Conclusions:
- The conceptual model provides a foundation for developing nutrient-gene/polymorphism-phenotype ontologies.
- Visualized knowledge maps aid in understanding complex gene-diet-phenotype relationships.
- This approach supports systems visualization for nutrigenomics research.
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