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MMS2plot: An R Package for Visualizing Multiple MS/MS Spectra for Groups of Modified and Non-Modified Peptides
Liya Ming1, Yang Zou1, Yiming Zhao2
1School of Basic Medicine, Qingdao University, Qingdao, 266021, China.
Proteomics
|July 10, 2020
Summary
MMS2plot is a new R package that helps researchers visualize and evaluate post-translational modifications (PTMs) in mass spectrometry data. This tool aids in the discovery of PTMs within large proteomics datasets.
Area of Science:
- Proteomics
- Bioinformatics
- Mass Spectrometry
Background:
- Many protein post-translational modifications (PTMs) are undetected in mass spectrometry (MS) data due to low fragment ion abundance.
- Evaluating PTM assignments requires comparing modified and unmodified peptide spectra and retention times.
Purpose of the Study:
- To introduce MMS2plot, an R package designed for visualizing peptide-spectrum matches (PSMs).
- To facilitate the evaluation and discovery of PTMs in large-scale proteomics datasets.
Main Methods:
- Developed MMS2plot as an R package for visualizing PSMs.
- Implemented batch processing capabilities for efficient analysis.
- Ensured output generation in vector graphics format for publication quality.
Main Results:
- MMS2plot enables the visualization of PSMs for multiple peptides.
- The package facilitates comparison of fragment ion spectra and retention times.
- Generated output images are suitable for evaluation and publication.
Conclusions:
- MMS2plot is a valuable tool for PTM discovery in liquid chromatography-MS/MS proteomics.
- The package simplifies the assessment of PTM assignments from complex datasets.
- MMS2plot is freely available for use in the scientific community.
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