Package: MSstatsLOBD 1.15.0

Devon Kohler

MSstatsLOBD: Assay characterization: estimation of limit of blanc(LoB) and limit of detection(LOD)

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) <doi:10.1074/mcp.RA117.000322>.

Authors:Devon Kohler [aut, cre], Mateusz Staniak [aut], Cyril Galitzine [aut], Meena Choi [aut], Olga Vitek [aut]

MSstatsLOBD_1.15.0.tar.gz
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MSstatsLOBD.pdf |MSstatsLOBD.html
MSstatsLOBD/json (API)

# Install 'MSstatsLOBD' in R:
install.packages('MSstatsLOBD', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/vitek-lab/msstatslodq/issues

Datasets:
  • raw_data - Example of dataset that contains spike in data for 43 distinct peptides.
  • spikeindata - Example of normalized datasets from raw_data,

On BioConductor:MSstatsLOBD-1.15.0(bioc 3.21)MSstatsLOBD-1.14.0(bioc 3.20)

immunooncologymassspectrometryproteomicssoftwaredifferentialexpressiononechanneltwochannelnormalizationqualitycontrolmass-spectrometry

4.30 score 1 scripts 196 downloads 3 exports 30 dependencies

Last updated 4 months agofrom:3e3285d807. Checks:1 OK, 7 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 27 2025
R-4.5-winNOTEFeb 27 2025
R-4.5-macNOTEFeb 27 2025
R-4.5-linuxNOTEFeb 27 2025
R-4.4-winNOTEFeb 27 2025
R-4.4-macNOTEFeb 27 2025
R-4.3-winNOTEFeb 27 2025
R-4.3-macNOTEFeb 27 2025

Exports:linear_quantlimnonlinear_quantlimplot_quantlim

Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvminpack.lmmunsellnlmepillarpkgconfigR6RColorBrewerRcpprlangscalestibbleutf8vctrsviridisLitewithr

LOB/LOD Estimation Workflow

Rendered fromMSstatsLOBD_workflow.Rmdusingknitr::rmarkdownon Feb 27 2025.

Last update: 2021-04-23
Started: 2021-04-23