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Hulstaert N, Shofstahl J, Sachsenberg T, Walzer M, Barsnes H, Martens L, Perez-Riverol Y. ThermoRawFileParser: Modular, Scalable, and Cross-Platform RAW File Conversion. J Proteome Res 2019; 19:537-542. [PMID: 31755270 DOI: 10.1021/acs.jproteome.9b00328] [Citation(s) in RCA: 108] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
The field of computational proteomics is approaching the big data age, driven both by a continuous growth in the number of samples analyzed per experiment as well as by the growing amount of data obtained in each analytical run. In order to process these large amounts of data, it is increasingly necessary to use elastic compute resources such as Linux-based cluster environments and cloud infrastructures. Unfortunately, the vast majority of cross-platform proteomics tools are not able to operate directly on the proprietary formats generated by the diverse mass spectrometers. Here, we present ThermoRawFileParser, an open-source, cross-platform tool that converts Thermo RAW files into open file formats such as MGF and the HUPO-PSI standard file format mzML. To ensure the broadest possible availability and to increase integration capabilities with popular workflow systems such as Galaxy or Nextflow, we have also built Conda package and BioContainers container around ThermoRawFileParser. In addition, we implemented a user-friendly interface (ThermoRawFileParserGUI) for those users not familiar with command-line tools. Finally, we performed a benchmark of ThermoRawFileParser and msconvert to verify that the converted mzML files contain reliable quantitative results.
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Affiliation(s)
- Niels Hulstaert
- VIB-UGent Center for Medical Biotechnology, VIB , Ghent B-9000 , Belgium.,Department of Biomolecular Medicine , Ghent University , Ghent B-9000 , Belgium
| | - Jim Shofstahl
- Thermo Fisher Scientific , 355 River Oaks Parkway , San Jose , California 95134 , United States
| | - Timo Sachsenberg
- Applied Bioinformatics, Department for Computer Science , University of Tuebingen , Sand 14 , 72076 Tuebingen , Germany
| | - Mathias Walzer
- European Molecular Biology Laboratory , European Bioinformatics Institute (EMBL-EBI) , Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD , United Kingdom
| | - Harald Barsnes
- Computational Biology Unit (CBU), Department of Informatics , University of Bergen , Bergen 5020 , Norway.,Proteomics Unit (PROBE), Department of Biomedicine , University of Bergen , Bergen 5020 , Norway
| | - Lennart Martens
- VIB-UGent Center for Medical Biotechnology, VIB , Ghent B-9000 , Belgium.,Department of Biomolecular Medicine , Ghent University , Ghent B-9000 , Belgium
| | - Yasset Perez-Riverol
- European Molecular Biology Laboratory , European Bioinformatics Institute (EMBL-EBI) , Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD , United Kingdom
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Argentini A, Staes A, Grüning B, Mehta S, Easterly C, Griffin TJ, Jagtap P, Impens F, Martens L. Update on the moFF Algorithm for Label-Free Quantitative Proteomics. J Proteome Res 2018; 18:728-731. [DOI: 10.1021/acs.jproteome.8b00708] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Andrea Argentini
- VIB-UGent Center for Medical Biotechnology, VIB, 9000 Ghent, Belgium
- Department of Biochemistry, Ghent University, 9000 Ghent, Belgium
| | - An Staes
- VIB-UGent Center for Medical Biotechnology, VIB, 9000 Ghent, Belgium
- Department of Biochemistry, Ghent University, 9000 Ghent, Belgium
| | - Björn Grüning
- Bioinformatics Group, Department of Computer Science, University of Freiburg, Freiburg, Baden-Württemberg 79110, Germany
| | - Subina Mehta
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota Twin Cities, Minneapolis 55455, United States
| | - Caleb Easterly
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota Twin Cities, Minneapolis 55455, United States
| | - Timothy J. Griffin
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota Twin Cities, Minneapolis 55455, United States
| | - Pratik Jagtap
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota Twin Cities, Minneapolis 55455, United States
| | - Francis Impens
- VIB-UGent Center for Medical Biotechnology, VIB, 9000 Ghent, Belgium
- Department of Biochemistry, Ghent University, 9000 Ghent, Belgium
| | - Lennart Martens
- VIB-UGent Center for Medical Biotechnology, VIB, 9000 Ghent, Belgium
- Department of Biochemistry, Ghent University, 9000 Ghent, Belgium
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