Statistical analysis

LipidSig

Explore lipid abundance tables through statistical analysis, lipid characteristics, enrichment and network visualizations.

Platform-independentLipidomicsWeb applicationFree web service

Overview

LipidSig 2.0 provides a browser workflow for data checking, lipid-name mapping and downstream analysis of processed lipidomics tables. The canonical entry covers the original and updated web service; the separate LipidSigR package is linked by the service but is not treated as identical software.

What can this tool do?

Univariate statisticsMultivariate statisticsPathway enrichmentNetwork visualization

Common uses

  • Compare lipid abundances and characteristics across study groups.
  • Inspect enrichment and lipid association networks.

Scientific fit

Primary function

Statistical analysis

Other functions

Pathway and biological interpretation, Visualization and reporting

Analysis types

Lipidomics

Data compatibility

Inputs

Feature or peak table, Compound list or annotations

Outputs

Statistical results, Human-readable report, Pathway or reaction data

Input formats

CSV or TSV

Output formats

Downloadable result tables, PDF plots

Scope and considerations

Designed for

  • Downstream analysis of processed MS lipidomics tables.

Not designed for

  • Raw spectral peak picking or experimental structure identification.

Important requirements

  • CSV abundance tables and analysis-specific sample information; use Data Check first.

Considerations

  • Inspect unrecognized lipid names and preprocessing choices.
  • Enrichment and network modules use differential-expression output; statistical associations require biological validation.

Access and documentation

Free hosted service open to all users. Data are uploaded for analysis; consult the service before submitting sensitive datasets. No open-source license is inferred for the web service from the companion R package.

Evidence and review

Official documentation and dedicated software publications reviewed on 2026-09-11. No installation, uploaded dataset or independent benchmark was run.

Core publications

Resource papers, direct updates and tool-specific methods. Selection policy.

  1. Lin WJ, Shen PC, Liu HC, et al. LipidSig: a web-based tool for lipidomic data analysis. Nucleic Acids Research 49, W336–W345 (2021). doi:10.1093/nar/gkab419
  2. Liu CH, Shen PC, Lin WJ, et al. LipidSig 2.0: integrating lipid characteristic insights into advanced lipidomics data analysis. Nucleic Acids Research 52, W390–W397 (2024). doi:10.1093/nar/gkae335 PMID 38709887

Related tools

Entry history

Changes to this catalogue entry, not the tool's software release history. Acceptance and editorial review are separate.

  1. 2026-09-11 · First committed entry

    Complete supplied lipidomics group and prioritize Ask Navigator

    View change · Entry at this revision

Full GitHub history