Differential Enrichment analysis of Proteomics data


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Documentation for package ‘DEP’ version 1.12.0

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DEP-package DEP: A package for Differential Enrichment analysis of Proteomics data.
add_rejections Mark significant proteins
analyze_dep Differential expression analysis
DEP DEP: A package for Differential Enrichment analysis of Proteomics data.
DiUbi DiUbi - Ubiquitin interactors for different diubiquitin-linkages (UbIA-MS dataset)
DiUbi_ExpDesign Experimental design of the DiUbi dataset
filter_missval Filter on missing values
filter_proteins Filter proteins based on missing values
get_df_long Generate a long data.frame from a SummarizedExperiment
get_df_wide Generate a wide data.frame from a SummarizedExperiment
get_prefix Obtain the longest common prefix
get_results Generate a results table
get_suffix Obtain the longest common suffix
import_IsobarQuant Import from IsobarQuant
import_MaxQuant Import from MaxQuant
impute Impute missing values
LFQ LFQ workflow
make_se Data.frame to SummarizedExperiment object conversion using an experimental design
make_se_parse Data.frame to SummarizedExperiment object conversion using parsing from column names
make_unique Make unique names
manual_impute Imputation by random draws from a manually defined distribution
meanSdPlot Plot row standard deviations versus row means
normalize_vsn Normalization using vsn
plot_all Visualize the results in different types of plots
plot_cond Plot frequency of significant conditions per protein and the overlap in proteins between conditions
plot_cond_freq Plot frequency of significant conditions per protein
plot_cond_overlap Plot conditions overlap
plot_cor Plot correlation matrix
plot_coverage Plot protein coverage
plot_detect Visualize intensities of proteins with missing values
plot_dist Plot Gower's distance matrix
plot_frequency Plot protein overlap between samples
plot_gsea Plot enriched Gene Sets
plot_heatmap Plot a heatmap
plot_imputation Visualize imputation
plot_missval Plot a heatmap of proteins with missing values
plot_normalization Visualize normalization
plot_numbers Plot protein numbers
plot_pca Plot PCA
plot_p_hist Plot a P value histogram
plot_single Plot values for a protein of interest
plot_volcano Volcano plot
process Proteomics data processing
report Generate a markdown report
run_app DEP shiny apps
se2msn Deprecated Function to coerce SummarizedExperiment to MSnSet object
test_diff Differential enrichment test
test_gsea Gene Set Enrichment Analysis
theme_DEP1 DEP ggplot theme 1
theme_DEP2 DEP ggplot theme 2
TMT TMT workflow
UbiLength UbiLength - Ubiquitin interactors of different linear ubiquitin lengths (UbIA-MS dataset)
UbiLength_ExpDesign Experimental design of the UbiLength dataset