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lumi

BeadArray Specific Methods for Illumina Methylation and Expression Microarrays

Bioconductor version: 3.24 · Package version: 2.65.0

The lumi package provides an integrated solution for the Illumina microarray data analysis. It includes functions of Illumina BeadStudio (GenomeStudio) data input, quality control, BeadArray-specific variance stabilization, normalization and gene annotation at the probe level. It also includes the functions of processing Illumina methylation microarrays, especially Illumina Infinium methylation microarrays.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("lumi")

Details

MaintainerLei Huang <lhuang1998@gmail.com>
AuthorPan Du, Richard Bourgon, Gang Feng, Simon Lin
LicenseLGPL (>= 2)
Downloads rank1890
Source branchdevel
biocViewsDNAMethylation, Microarray, OneChannel, Preprocessing, QualityControl, Software, TwoChannel

Download

Follow the installation instructions to use this package in your R session.

Source packagelumi_2.65.0.tar.gz
Windows binary (x86_64)lumi_2.65.0.zip
macOS binary (arm64)lumi_2.65.0.tgz
macOS binary (x86_64)lumi_2.65.0.tgz
Dependencies

Depends: R (>= 2.10), Biobase (>= 2.5.5)

Imports: affy (>= 1.23.4), methylumi (>= 2.3.2), GenomicFeatures, GenomicRanges, annotate, lattice, mgcv (>= 1.4-0), nleqslv, KernSmooth, preprocessCore, RSQLite, DBI, AnnotationDbi, MASS, graphics, stats, stats4, methods

Suggests: beadarray, limma, vsn, lumiBarnes, lumiHumanAll.db, lumiHumanIDMapping, genefilter, RColorBrewer

Reverse dependencies

Depends On Me (9): ffpeExampleData, iCheck, lumiBarnes, lumiHumanIDMapping, lumiMouseIDMapping, lumiRatIDMapping, MAQCsubset, mvoutData, wateRmelon

Imports Me (2): arrayMvout, ffpe

Suggests Me (6): beadarray, blima, Harman, maGUI, methylumi, tigre