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
| Maintainer | Lei Huang <lhuang1998@gmail.com> |
| Author | Pan Du, Richard Bourgon, Gang Feng, Simon Lin |
| License | LGPL (>= 2) |
| Downloads rank | 1890 |
| Source branch | devel |
| biocViews | DNAMethylation, Microarray, OneChannel, Preprocessing, QualityControl, Software, TwoChannel |
Download
Follow the installation instructions to use this package in your R session.
| Source package | lumi_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