Package: batchCorr 1.2.0
batchCorr: Within And Between Batch Correction Of LC-MS Metabolomics Data
From the perspective of metabolites as the continuation of the central dogma of biology, metabolomics provides the closest link to many phenotypes of interest. This makes metabolomics research promising in teasing apart the complexities of living systems. However, due to experimental reasons, the data includes non-biological variation which limits quality and reproducibility, especially if the data is obtained from several batches. The batchCorr package reduces unwanted variation by way of between-batch alignment, within-batch drift correction and between-batch normalization using batch-specific quality control samples and long-term reference QC samples. Please see the associated article for more thorough descriptions of algorithms.
Authors:
batchCorr_1.2.0.tar.gz
batchCorr_1.2.0.zip(r-4.7)batchCorr_1.2.0.zip(r-4.6)batchCorr_1.2.0.zip(r-4.5)
batchCorr_1.2.0.tgz(r-4.6-any)batchCorr_1.2.0.tgz(r-4.5-any)
batchCorr_1.2.0.tar.gz(r-4.7-any)batchCorr_1.2.0.tar.gz(r-4.6-any)
batchCorr_1.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
batchCorr/json (API)
NEWS
| # Install 'batchCorr' in R: |
| install.packages('batchCorr', repos = c('https://bioc-release.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/metabocomp/batchcorr/issues
On BioConductor:batchCorr-1.3.0(bioc 3.24)batchCorr-1.2.0(bioc 3.23)
biomedicalinformaticsmetabolomicsmassspectrometrybatcheffectnormalizationqualitycontrol
Last updated from:0f7b86bdda (on RELEASE_3_23). Checks:1 NOTE, 9 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | NOTE | 177 | ||
| linux-devel-x86_64 | OK | 632 | ||
| source / vignettes | OK | 333 | ||
| linux-release-x86_64 | OK | 369 | ||
| macos-release-arm64 | OK | 284 | ||
| macos-oldrel-arm64 | OK | 302 | ||
| windows-devel | OK | 504 | ||
| windows-release | OK | 431 | ||
| windows-oldrel | OK | 419 | ||
| wasm-release | OK | 129 |
Exports:alignBatchescorrectDriftgetBatchmergeBatchesnormalizeBatchespeakInfo
Dependencies:abindBHBiobaseBiocGenericsBiocParallelcodetoolscpp11DelayedArrayformatRfutile.loggerfutile.optionsgenericsGenomicRangesIRangeslambda.rlatticeMatrixMatrixGenericsmatrixStatsmclustplyrRcppreshapeS4ArraysS4VectorsSeqinfosnowSparseArraySummarizedExperimentXVector
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Between-batch alignment of features | alignBatches alignBatches,ANY,ANY-method alignBatches,SummarizedExperiment,SummarizedExperiment-method |
| Within-batch signal intensity drift correction | correctDrift correctDrift,ANY-method correctDrift,SummarizedExperiment-method |
| Extract specific batch from peaktable and metadata | getBatch |
| Merge batches after drift correction | mergeBatches |
| Between-batch normalisation | normalizeBatches normalizeBatches,ANY-method normalizeBatches,SummarizedExperiment-method |
| Extract m/z and rt from peak table | peakInfo |
| ThreeBatchData | meta PTfill PTnofill ThreeBatchData |
