Overview
CorrOmics links metabolite abundances with microbial or other omics measurements using sample-mapping metadata. It provides correlation-network exploration and downloadable edges; inferred associations do not establish biological causation. Hosted and local execution routes are documented.
What can this tool do?
Common uses
- Explore metabolite-microbe abundance associations.
- Export cross-omics association networks for inspection in Cytoscape.
Scientific fit
Primary function
Multi-omics integration
Other functions
Statistical analysis, Visualization and reporting
Data compatibility
Inputs
Feature or peak table, Sample metadata
Outputs
Statistical results, Human-readable report
Input formats
Paired omics abundance tables and sample-mapping metadata
Output formats
CSV or TSV, GraphML network for Cytoscape
Scope and considerations
Designed for
- Exploratory association analysis of matched metabolomics and other omics samples.
Not designed for
- Inferring causation, confirming metabolite identity or preprocessing raw MS files.
Important requirements
- Paired abundance tables and metadata with filename and ATTRIBUTE_Corromics_filename sample mappings.
- Local Python/Streamlit dependencies when running outside the hosted service.
Considerations
- The documentation limits hosted analyses to one million correlations and recommends local execution above that.
- Compositional effects, confounders, missing values and repeated measures require study-specific assessment.
- Exploratory methods differ in interpretation and significance support; do not treat every association score as a corrected hypothesis test.
Access and documentation
Public web app with documented Python/Streamlit local setup and a Windows installer route. No explicit repository license was established; public source availability is not an open-source license claim.
Evidence and review
Official documentation reviewed on 2026-09-24. No dedicated publication verified; no analysis execution or independent benchmark claimed.
No dedicated scholarly publication is listed. Follow the official documentation and resource-specific citation guidance.
Software and documentation citations
- CorrOmics official documentation. Accessed 24 September 2026. Documentation
Related tools
Entry history
Changes to this catalogue entry, not the tool's software release history. Acceptance and editorial review are separate.
- 2026-09-24 · First committed entry
Document CorrOmics and GNPS2 network overlay with verified scope
View change · Entry at this revision