MSstatsLOBD
This is the development version of MSstatsLOBD; for the stable release version, see MSstatsLOBD.
Assay characterization: estimation of limit of blanc(LoB) and limit of detection(LOD)
Bioconductor version: Development (3.21)
The MSstatsLOBD package allows calculation and visualization of limit of blac (LOB) and limit of detection (LOD). We define the LOB as the highest apparent concentration of a peptide expected when replicates of a blank sample containing no peptides are measured. The LOD is defined as the measured concentration value for which the probability of falsely claiming the absence of a peptide in the sample is 0.05, given a probability 0.05 of falsely claiming its presence. These functionalities were previously a part of the MSstats package. The methodology is described in Galitzine (2018)
Author: Devon Kohler [aut, cre], Mateusz Staniak [aut], Cyril Galitzine [aut], Meena Choi [aut], Olga Vitek [aut]
Maintainer: Devon Kohler <kohler.d at northeastern.edu>
citation("MSstatsLOBD")):
Installation
To install this package, start R (version "4.5") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("MSstatsLOBD")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("MSstatsLOBD")| LOB/LOD Estimation Workflow | HTML | R Script |
| Reference Manual |
Details
| biocViews | DifferentialExpression, ImmunoOncology, MassSpectrometry, Normalization, OneChannel, Proteomics, QualityControl, Software, TwoChannel |
| Version | 1.15.0 |
| In Bioconductor since | BioC 3.13 (R-4.1) (3.5 years) |
| License | Artistic-2.0 |
| Depends | R (>= 4.0) |
| Imports | minpack.lm, ggplot2, utils, stats, grDevices |
| System Requirements | |
| URL | |
| Bug Reports | https://github.com/Vitek-Lab/MSstatsLODQ/issues |
See More
| Suggests | BiocStyle, knitr, rmarkdown, covr, tinytest, dplyr |
| Linking To | Rcpp |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | MSstatsLOBD_1.15.0.tar.gz |
| Windows Binary (x86_64) | |
| macOS Binary (x86_64) | |
| macOS Binary (arm64) | |
| Source Repository | git clone https://git.bioconductor.org/packages/MSstatsLOBD |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/MSstatsLOBD |
| Bioc Package Browser | https://code.bioconductor.org/browse/MSstatsLOBD/ |
| Package Short Url | https://bioconductor.org/packages/MSstatsLOBD/ |
| Package Downloads Report | Download Stats |