GEOquery
Get data from NCBI Gene Expression Omnibus (GEO)
Bioconductor version: 3.24 · Package version: 2.81.28
The NCBI Gene Expression Omnibus (GEO) is a public repository of high-throughput functional genomics data, including microarray, RNA-seq, and single-cell experiments. GEOquery is the bridge between GEO and Bioconductor: it downloads and parses GEO Series (GSE), Sample (GSM), Platform (GPL), and DataSet (GDS) records. By default it parses GEO Series Matrix files into Bioconductor 'ExpressionSet' objects; it can also parse the full SOFT format into GEOquery's own S4 classes, retrieve NCBI-computed RNA-seq quantifications, download supplementary files, and search GEO.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("GEOquery") Details
| Maintainer | Sean Davis <seandavi@gmail.com> |
| Author | Sean Davis [aut, cre] (ORCID: <https://orcid.org/0000-0002-8991-6458>) |
| License | MIT + file LICENSE |
| URL | https://github.com/seandavi/GEOquery, http://seandavi.github.io/GEOquery, http://seandavi.github.io/GEOquery/ |
| Bug Reports | https://github.com/seandavi/GEOquery/issues/new |
| Downloads rank | 14795 |
| Source branch | devel |
| biocViews | DataImport, GeneExpression, Microarray, OneChannel, RNASeq, SAGE, Sequencing, SingleCell, Software, ThirdPartyClient, Transcriptomics, TwoChannel |
Documentation
- Finding and downloading data
- From GEO to downstream analysis
- Getting started with GEOquery
- RNA-seq quantifications from GEO
- Single-cell data from GEO
- Understanding GEO data formats
Download
Follow the installation instructions to use this package in your R session.
| Source package | GEOquery_2.81.28.tar.gz |
| Windows binary (x86_64) | GEOquery_2.81.28.zip |
| macOS binary (arm64) | GEOquery_2.81.28.tgz |
| macOS binary (x86_64) | GEOquery_2.81.28.tgz |
Dependencies
Depends: R (>= 4.1.0), methods, Biobase
Imports: readr (>= 1.3.1), xml2, dplyr, data.table, tidyr, magrittr, limma, curl, rentrez, R.utils, stringr, SummarizedExperiment, S4Vectors, rvest, httr2, rlang, BiocFileCache
Suggests: knitr, rmarkdown, BiocGenerics, testthat, covr, markdown, quarto, SingleCellExperiment, TENxIO, anndataR, BiocIO, Seurat
Reverse dependencies
Depends On Me (6): DrugVsDisease, dyebiasexamples, GSE103322, GSE13015, GSE62944, SCAN.UPC
Imports Me (17): BeadArrayUseCases, bigmelon, BioPlex, ChIPXpress, COTAN, DExMA, EGAD, geneExpressionFromGEO, GExPipe, GSE13015, healthyControlsPresenceChecker, minfi, Moonlight2R, MoonlightR, phantasus, RCPA, recount
Suggests Me (52): airway, AnnoProbe, antiProfilesData, ath1121501frmavecs, AUCell, autonomics, BED, BenchHub, CimpleG, ctsGE, dearseq, diffcoexp, dyebias, easybio, EpiDISH, EpiMix, epiSeeker, fdrci, fgsea, FLAMES, GeneExpressionSignature, GenomicOZone, GeoTcgaData, maGUI, metaMA, MLML2R, multiClust, MultiDataSet, MultiOmicsBridge, muscData, NACHO, omicsPrint, PCAtools, phantasusLite, prostateCancerCamcap, prostateCancerGrasso, prostateCancerStockholm, prostateCancerTaylor, prostateCancerVarambally, quantiseqr, RegEnrich, RegParallel, RFGeneRank, RGSEA, Rnits, scregclust, skewr, spatialHeatmap, TargetScore, TcGSA, tinyarray, zFPKM