Package: gage 2.55.0

Weijun Luo

gage: Generally Applicable Gene-set Enrichment for Pathway Analysis

GAGE is a published method for gene set (enrichment or GSEA) or pathway analysis. GAGE is generally applicable independent of microarray or RNA-Seq data attributes including sample sizes, experimental designs, assay platforms, and other types of heterogeneity, and consistently achieves superior performance over other frequently used methods. In gage package, we provide functions for basic GAGE analysis, result processing and presentation. We have also built pipeline routines for of multiple GAGE analyses in a batch, comparison between parallel analyses, and combined analysis of heterogeneous data from different sources/studies. In addition, we provide demo microarray data and commonly used gene set data based on KEGG pathways and GO terms. These funtions and data are also useful for gene set analysis using other methods.

Authors:Weijun Luo

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gage.pdf |gage.html
gage/json (API)
NEWS

# Install 'gage' in R:
install.packages('gage', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/datapplab/gage/issues

Datasets:
  • bods - Common gene set data collections
  • carta.gs - Common gene set data collections
  • egSymb - Mapping between Entrez Gene IDs and official symbols
  • go.gs - Common gene set data collections
  • gse16873 - GSE16873: a breast cancer microarray dataset
  • kegg.gs - Common gene set data collections
  • kegg.gs.dise - Common gene set data collections
  • khier - Common gene set data collections
  • korg - Common gene set data collections

On BioConductor:gage-2.55.0(bioc 3.20)gage-2.54.0(bioc 3.19)

bioconductor-package

20 exports 4.76 score 40 dependencies 1 dependents 45 mentions

Last updated 2 months agofrom:a58b43ce20

Exports:eg2symesset.grpessGenegagegageCompgagePipegagePrepgageSumgeneDatago.gsetsgs.KSTestgs.tTestgs.zTestheter.gagekegg.gsetspairDatareadExpDatareadListsigGeneSetsym2eg

Dependencies:AnnotationDbiaskpassBiobaseBiocGenericsBiostringsbitbit64blobcachemclicpp11crayoncurlDBIfastmapGenomeInfoDbGenomeInfoDbDataglueGO.dbgraphhttrIRangesjsonliteKEGGRESTlifecyclememoisemimeopensslpkgconfigplogrpngR6rlangRSQLiteS4VectorssysUCSC.utilsvctrsXVectorzlibbioc

Gene set and data preparation

Rendered fromdataPrep.Rnwusingutils::Sweaveon Jul 03 2024.

Last update: 2017-06-24
Started: 2013-11-01

Generally Applicable Gene-set/Pathway Analysis

Rendered fromgage.Rnwusingutils::Sweaveon Jul 03 2024.

Last update: 2021-04-29
Started: 2013-11-01

RNA-Seq Data Pathway and Gene-set Analysis Workflows

Rendered fromRNA-seqWorkflow.Rnwusingutils::Sweaveon Jul 03 2024.

Last update: 2021-04-29
Started: 2013-11-01