MSstats: an R package for statistical analysis of quantitative mass spectrometry-based proteomic experiments
University of Washington · Purdue University West Lafayette
Abstract
UNLABELLED: MSstats is an R package for statistical relative quantification of proteins and peptides in mass spectrometry-based proteomics. Version 2.0 of MSstats supports label-free and label-based experimental workflows and data-dependent, targeted and data-independent spectral acquisition. It takes as input identified and quantified spectral peaks, and outputs a list of differentially abundant peptides or proteins, or summaries of peptide or protein relative abundance. MSstats relies on a flexible family of linear mixed models. AVAILABILITY AND IMPLEMENTATION: The code, the documentation and example datasets are available open-source at www.msstats.org under the Artistic-2.0 license. The package can be…
Citation impact
- FWCI
- 24.33
- Percentile
- 100%
- References
- 6
Authors
7- MCMeena ChoiCorresponding
University of Washington, Purdue University West Lafayette
- CCChing-Yun Chang
University of Washington, Purdue University West Lafayette
- TCTimothy Clough
University of Washington, Purdue University West Lafayette
- DBDaniel Broudy
University of Washington, Purdue University West Lafayette
- TKTrevor Killeen
University of Washington, Purdue University West Lafayette
Topics & keywords
- Bioconductor
- R package
- Computer science
- Workflow
- Mass spectrometry
- Quantitative proteomics
- Skyline
- Interface (matter)