Combining GSEA-based pathway enrichment with multi omics data integration


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Documentation for package ‘multiGSEA’ version 1.0.2

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archiveDir Retrieve the path to the cache directory.
archivePath Retrieve path to a cached file.
combinePvalues Calculate a combined p-value for multiple omics layer.
extractPvalues Create a reshaped data frame from multiGSEA output.
getFeatures Wrapper to extract features (nodes) from given pathways.
getGeneMapping Mapping between pathway encoded genes/proteins and different ID formats.
getIDMappingDatabase Get the correct ID mapping database
getMappedFeatures Wrapper to get feature mappings.
getMetaboliteMapping Mapping between pathway encoded metabolites and different metabolite ID formats.
getMultiOmicsFeatures Collect feature mapping for user given databases and omics layer.
getOrganisms Get list of supported organisms
initOmicsDataStructure Create an empty data structure for measured omics features
loadLocal Read a local RDS file.
mapIDType Helper function to map only a subset of metabolite IDs
metabolome Metabolomic data set that is used in the toy example provided by the 'multiGSEA' package.
multiGSEA Calculate pathway enrichment for multiple omics layer.
proteome Proteomic data set that is used in the toy example provided by the 'multiGSEA' package.
rankFeatures Pre-rank features prior to calculating enrichment scores.
rename_duplicates Make a list of strings unique
transcriptome Transcriptomic data set that is used in the toy example provided by the 'multiGSEA' package.