MSstatsQC
MSstatsQC is an R-based software package with a web-based graphical user interface that provides improved statistical methods for system suitability tests (SST) and quality control (QC) in Selected Reaction Monitoring (SRM) experiments. The software adapts modern longitudinal statistical process control methods, such as simultaneous and time-weighted control charts and change point analysis, to address the limitations of currently used statistical methods in proteomics. These methods enhance real-time monitoring, early detection, and prevention of chromatographic and instrumental problems in SRM experiments.
MSstatsQC can be used as a standalone tool or integrated with automated pipelines. While the examples focus on targeted proteomics, the statistical methods implemented in the software can be applied more generally to quantitative proteomics.
Topic
Proteomics
Detail
Operation: Spectral analysis
Software interface: Library
Language: R
License: Artistic License 2.0
Cost: Free
Version name: 2.22.0
Credit: The NSF CAREER award, Northeastern University, the NCRR Shared Instrumentation program for instrumentation.
Input: -
Output: -
Contact: Eralp Dogu eralp.dogu@gmail.com
Collection: -
Maturity: Stable
Publications
- MSstatsQC: Longitudinal System Suitability Monitoring and Quality Control for Targeted Proteomic Experiments.
- Dogu E, et al. MSstatsQC: Longitudinal System Suitability Monitoring and Quality Control for Targeted Proteomic Experiments. MSstatsQC: Longitudinal System Suitability Monitoring and Quality Control for Targeted Proteomic Experiments. 2017; 16:1335-1347. doi: 10.1074/mcp.M116.064774
- https://doi.org/10.1074/mcp.M116.064774
- PMID: 28483925
- PMC: PMC5500765
Download and documentation
Documentation: https://bioconductor.org/packages/3.10/bioc//manuals/MSstatsQC/man/MSstatsQC.pdf
Home page: http://bioconductor.org/packages/release/bioc/html/MSstatsQC.html
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