NutriGenomeDB
NutriGenomeDB provides integrated access to curated gene expression datasets and pattern-matching analyses to investigate how nutrients and bioactive compounds modulate gene expression in human cells.
Key Features:
- Curated gene sets and data integration: Manually curated gene sets derived from differential expression analyses of nutrigenomics experiments integrated from the Gene Expression Omnibus (GEO).
- Differential expression-based curation: Gene sets are defined based on differential expression analysis of human cells treated with nutrients and bioactive compounds.
- Gene pattern-matching algorithm: A gene pattern-matching algorithm connects external gene signatures to curated nutrigenomics gene sets for comparative analysis.
- Pharmacogenomic linkage: Captures primary molecular mechanisms of pharmaceuticals, such as drugs used to treat hypertension, and relates them to similar effects observed from food compounds.
Scientific Applications:
- Mechanistic nutrigenomics: Investigating molecular mechanisms underlying the beneficial and protective effects of specific foods against chronic diseases.
- Pathway analysis: Examining how nutrients and bioactive compounds modulate gene expression and metabolic pathways in human cells.
- Comparative signature analysis: Connecting external gene signatures to curated nutrigenomics gene sets to identify shared molecular mechanisms of action.
- Cross-disciplinary hypothesis generation: Relating pharmacological modes of action (e.g., drugs used to treat hypertension) to gene expression changes induced by food compounds.
Methodology:
Integration of gene expression data from GEO of human cells treated with nutrients and bioactive compounds; manual curation of gene sets based on differential expression analysis; application of a gene pattern-matching algorithm to connect external gene signatures to curated nutrigenomics gene sets.
Topics
Details
- Tool Type:
- command-line tool
- Added:
- 1/9/2020
- Last Updated:
- 1/4/2021
Operations
Publications
Martín-Hernández R, Reglero G, Ordovás JM, Dávalos A. NutriGenomeDB: a nutrigenomics exploratory and analytical platform. Database. 2019;2019. doi:10.1093/database/baz097. PMID:31665759. PMCID:PMC6821151.