ADViSELipidomics: a workflow for analyzing lipidomics data.

ABSTRACT:

Summary

ADViSELipidomics is a novel Shiny app for preprocessing, analyzing and visualizing lipidomics data. It handles the outputs from LipidSearch and LIQUID for lipid identification and quantification and the data from the Metabolomics Workbench. ADViSELipidomics extracts information by parsing lipid species (using LIPID MAPS classification) and, together with information available on the samples, performs several exploratory and statistical analyses. When the experiment includes internal lipid standards, ADViSELipidomics can normalize the data matrix, providing normalized concentration values per lipids and samples. Moreover, it identifies differentially abundant lipids in simple and complex experimental designs, dealing with batch effect correction. Finally, ADViSELipidomics ha

SUBMITTER: Del Prete E 

PROVIDER: S-EPMC9750127 | biostudies-literature | 2022 Dec

REPOSITORIES: biostudies-literature