Visualization and reporting

GNPS2 Food Readout

Annotate molecular features with dietary and food-ontology context to explore potential food-derived exposures.

LC-MSWeb applicationFree web service

Overview

Food Readout joins GNPS library matches to food metadata and ontology categories. It offers feature-level and group-level views of candidate food-associated signals, including abundance plots and exploratory statistical displays.

What can this tool do?

Metadata-based contextualizationInteractive dashboard

Common uses

  • Explore food-associated annotations in nutrition or exposome studies.
  • Inspect variation in candidate dietary markers across sample groups.

Scientific fit

Primary function

Visualization and reporting

Data compatibility

Inputs

Feature or peak table, Compound list or annotations, Sample metadata

Outputs

Compound list or annotations, Human-readable report, Statistical results

Input formats

CSV or TSV, Completed GNPS2 FBMN task ID

Output formats

Processed food tables and exportable box, PCA and volcano plots

Scope and considerations

Designed for

  • Post-processing LC-MS/MS library matches in their food-related reference context.

Not designed for

  • Measuring absolute food intake or proving recent consumption.

Important requirements

  • A completed FBMN task with GNPS library matches, a feature quantification table and sample metadata.
  • CSV/TSV tables with matching feature and sample identifiers.

Considerations

  • Reference coverage is incomplete, and many compounds occur in food and non-food sources.
  • Group differences require study-design and statistical review; an exploratory plot is not causal evidence.

Access and documentation

Publicly hosted MetaboApp. GNPS2 infrastructure is open to the academic community; its documentation directs industry users to the maintainers or UCR Technology Transfer. Hosted access does not establish a software or reference-data license.

Evidence and review

Reviewed against the linked official app documentation on 2026-09-10. No standalone publication for this particular app was verified; the documentation citation identifies the reviewed implementation. Underlying method and application papers are not presented as dedicated app papers. No analysis job or independent benchmark was run; no developer verification is claimed.

No dedicated scholarly publication is listed. Follow the official documentation and resource-specific citation guidance.

Software and documentation citations

  • GNPS2 Documentation. GNPS2 Food Readout. Accessed 10 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.

  1. 2026-09-10 · First committed entry

    Add drug food and microbial-context readout Tools

    View change · Entry at this revision

Full GitHub history