DIAlignR

This is the released version of DIAlignR; for the devel version, see DIAlignR.

Dynamic Programming Based Alignment of MS2 Chromatograms


Bioconductor version: Release (3.20)

To obtain unbiased proteome coverage from a biological sample, mass-spectrometer is operated in Data Independent Acquisition (DIA) mode. Alignment of these DIA runs establishes consistency and less missing values in complete data-matrix. This package implements dynamic programming with affine gap penalty based approach for pair-wise alignment of analytes. A hybrid approach of global alignment (through MS2 features) and local alignment (with MS2 chromatograms) is implemented in this tool.

Author: Shubham Gupta [aut, cre] , Hannes Rost [aut] , Justin Sing [aut]

Maintainer: Shubham Gupta <shubham.1637 at gmail.com>

Citation (from within R, enter citation("DIAlignR")):

Installation

To install this package, start R (version "4.4") and enter:


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

BiocManager::install("DIAlignR")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

Reference Manual PDF

Details

biocViews Alignment, MassSpectrometry, Metabolomics, Proteomics, Software
Version 2.14.0
In Bioconductor since BioC 3.11 (R-4.0) (4.5 years)
License GPL-3
Depends methods, stats, R (>= 4.0)
Imports zoo (>= 1.8-3), data.table, magrittr, dplyr, tidyr, rlang, mzR(>= 2.18), signal, bit64, reticulate, ggplot2, RSQLite, DBI, ape, phangorn, pracma, RMSNumpress, Rcpp
System Requirements C++14
URL
Bug Reports https://github.com/shubham1637/DIAlignR/issues
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Suggests knitr, akima, lattice, scales, gridExtra, latticeExtra, rmarkdown, BiocStyle, BiocParallel, testthat (>= 2.1.0)
Linking To Rcpp, RcppEigen
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Package Archives

Follow Installation instructions to use this package in your R session.

Source Package
Windows Binary (x86_64)
macOS Binary (x86_64)
macOS Binary (arm64)
Source Repository git clone https://git.bioconductor.org/packages/DIAlignR
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/DIAlignR
Package Short Url https://bioconductor.org/packages/DIAlignR/
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