LIPIDIFy - Comprehensive Lipidomics Data Analysis with Interactive Visualization
Provides a comprehensive toolkit for end-to-end lipidomics data analysis, including missing value imputation, batch effect correction, normalization, differential abundance analysis using limma and edgeR, gene set enrichment analysis, and extensive visualization capabilities. Lipid names are automatically classified by class, subclass, and fatty-acid saturation. Features both an interactive Shiny interface for bench biologists and fully scriptable R functions for bioinformaticians. Supports flexible custom lipid classification schemes and user-defined enrichment sets.
Last updated
softwarelipidomicsmassspectrometrynormalizationpreprocessingdifferentialexpressiongenesetenrichmentvisualizationshinyappsmultiplecomparisonbatcheffectqualitycontroldataimportclassification
4.74 score 1 stars 94 downloads