lipidr-package | Analysis workflow for targeted lipidomics |
.LipidomicsExperiment | LipidomicsExperiment object |
add_sample_annotation | Add sample annotation to Skyline data frame |
annotate_lipids | Parse molecule names to extract lipid class and chain information. |
as_lipidomics_experiment | Convert data.frame/matrix to LipidomicsExperiment |
data_normalized | Example dataset (normalized and log2 transformed) |
de_analysis | Differential analysis of lipids between sample groups |
de_design | Differential analysis of lipids between sample groups |
fetch_mw_study | Metabolomics Workbench integration |
filter_by_cv | Remove molecules with CV larger that a threshold |
gen_lipidsets | Generate lipid sets from lipid molecule names |
impute_na | Impute missing values in a LipidomicsExperiment |
is_logged | Functions to get and set attributes of LipidomicsExperiment objects |
is_normalized | Functions to get and set attributes of LipidomicsExperiment objects |
is_summarized | Functions to get and set attributes of LipidomicsExperiment objects |
lipidDefaults | Default values for lipidr internal functions A set of default mappings and annotation used internally to correctly parse lipid molecule names. |
lipidnames_pattern | Patterns used in parsing lipid names |
LipidomicsExperiment | Constructor for Lipidomics experiment from list of assays |
LipidomicsExperiment-class | LipidomicsExperiment object |
lipidr | Analysis workflow for targeted lipidomics |
lipidr-data | Description of lipidr datasets |
list_mw_studies | Metabolomics Workbench integration |
lsea | Lipid set enrichment analysis (LSEA) |
mva | Perform multivariate analyses to investigate sample clustering |
non_parsed_molecules | Get a list of molecules that couldn't be parsed by 'lipidr' |
normalize_istd | Normalize each class by its corresponding internal standard(s). |
normalize_pqn | Perform Probabilistic Quotient Normalization for intensities. |
plot_chain_distribution | Plot logFC of lipids per class showing chain information |
plot_class_enrichment | Lipid set enrichment analysis (LSEA) |
plot_enrichment | Lipid set enrichment analysis (LSEA) |
plot_heatmap | Plot an annotated heatmap Plots a hierarchically clustered heatmap showing selected sample and lipid molecule annotations. |
plot_lipidclass | Informative plots to investigate lipid classes |
plot_molecules | Informative plots to investigate individual lipid molecules |
plot_mva | Perform multivariate analyses to investigate sample clustering |
plot_mva_loadings | Perform multivariate analyses to investigate sample clustering |
plot_results_volcano | Differential analysis of lipids between sample groups |
plot_samples | Informative plots to investigate samples |
plot_trend | Plot a regulation trend line between logFC and chain annotation |
read_mwTab | Metabolomics Workbench integration |
read_mw_datamatrix | Metabolomics Workbench integration |
read_skyline | Read Skyline exported files |
remove_non_parsed_molecules | Remove molecules that couldn't be parsed by 'lipidr' from the dataset |
set_logged | Functions to get and set attributes of LipidomicsExperiment objects |
set_normalized | Functions to get and set attributes of LipidomicsExperiment objects |
set_summarized | Functions to get and set attributes of LipidomicsExperiment objects |
significant_lipidsets | Lipid set enrichment analysis (LSEA) |
significant_molecules | Differential analysis of lipids between sample groups |
summarize_transitions | Summarize transitions |
top_lipids | Perform multivariate analyses to investigate sample clustering |
update_molecule_names | Rename molecules in a dataset. |
use_interactive_graphics | Activate interactive graphics |