WinProphet: A User-Friendly Pipeline Management System for Proteomics Data Analysis Based on Trans-Proteomic Pipeline.
Ching-Tai ChenChu-Ling KoWai-Kok ChoongJen-Hung WangWen-Lian HsuTing-Yi SungPublished in: Analytical chemistry (2019)
Protein and peptide identification and quantitation are essential tasks in proteomics research and involve a series of steps in analyzing mass spectrometry data. Trans-Proteomic Pipeline (TPP) provides a wide range of useful tools through its web interfaces for analyses such as sequence database search, statistical validation, and quantitation. To utilize the powerful functionality of TPP without the need for manual intervention to launch each step, we developed a software tool, called WinProphet, to create and automatically execute a pipeline for proteomic analyses. It seamlessly integrates with TPP and other external command-line programs, supporting various functionalities, including database search for protein and peptide identification, spectral library construction and search, data-independent acquisition (DIA) data analysis, and isobaric labeling and label-free quantitation. WinProphet is a standalone, installation-free tool with graphical interfaces for users to configure, manage, and automatically execute pipelines. The constructed pipelines can be exported as XML files with all of the parameter settings for reusability and portability. The executable files, user manual, and sample data sets of WinProphet are freely available at http://ms.iis.sinica.edu.tw/COmics/Software_WinProphet.html .
Keyphrases
- data analysis
- label free
- mass spectrometry
- liquid chromatography
- ms ms
- high performance liquid chromatography
- gas chromatography
- capillary electrophoresis
- high resolution
- liquid chromatography tandem mass spectrometry
- randomized controlled trial
- tandem mass spectrometry
- electronic health record
- big data
- wastewater treatment
- protein protein
- machine learning
- emergency department
- bioinformatics analysis
- working memory
- solid phase extraction
- artificial intelligence