R workflow to compare the lipidome of multiple groups
lipidomeComparison may be used to ... 1. read LC-MS data annotated by TraceFinder and transform it to a data frame 2. perform data normalization with median run normalization 3. minie lipid information from the lipid names and change the lipid names to LIPID MAPS nomenclature 4. visualize the results of principal component analysis 5. visualize the results of hierarchical clustering 6. visualize the results of partial least sqares discriminant analysis 7. perform multiple univariate comparisons column-wise and visualize them
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