Overview
LipidSigR supports lipid profiling, differential analysis, enrichment, correlation and selected network or machine-learning workflows using processed lipidomics data.
What can this tool do?
Common uses
- Analyze lipid abundance changes and lipid characteristics in R.
Scientific fit
Primary function
Statistical analysis
Analysis types
Lipidomics
Data compatibility
Inputs
Feature or peak table, Sample metadata
Outputs
Statistical results, Human-readable report
Input formats
Processed lipid abundance and sample information in package input objects
Output formats
R analysis objects, result tables and visualizations
Scope and considerations
Designed for
- LipidSigR supports lipid profiling, differential analysis, enrichment, correlation and selected network or machine-learning workflows using processed lipidomics data.
Not designed for
- Raw LC-MS preprocessing or independent validation of lipid identities.
Important requirements
- R 4.3 or later, package dependencies, lipid identifiers and a suitable study design.
Considerations
- The documented network and machine-learning workflows are restricted to two-group data.
- Results depend on lipid naming, preprocessing and study design; predictive models require appropriate validation.
Access and documentation
License checked against official repository/package metadata. Installation and execution were not tested.
License: MIT
Evidence and review
Enveda intake candidate checked against official documentation, license information and primary publication on 2026-10-21. Editorial review only; no execution or independent benchmark.
Core publications
Resource papers, direct updates and tool-specific methods. Selection policy.
- LipidSigR: a R-based solution for integrated lipidomics data analysis and visualization. Bioinformatics Advances (2025). doi:10.1093/bioadv/vbaf047
Related tools
Entry history
Changes to this catalogue entry, not the tool's software release history. Acceptance and editorial review are separate.
- 2026-10-21 · First committed entry
Add nine reviewed Enveda tools and reconcile intake coverage
View change · Entry at this revision