A Galaxy of informatics resources for MS-based proteomics
Subina Mehta1, Matthias Bernt2, Matthew Chambers3
1Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA.
The Galaxy ecosystem provides open-source bioinformatics tools for mass spectrometry (MS) proteomics data analysis. This scalable platform supports diverse analyses, aiding biological and clinical research with community-driven resources.
Area of Science:
- Proteomics
- Bioinformatics
- Computational Biology
Background:
- Advances in mass spectrometry (MS) technologies necessitate robust bioinformatic resources for complex proteomic and multi-omic data analysis.
- Existing resources often lack the scalability, diverse analytical capabilities, and ease of adoption required for large-scale, compute-intensive applications.
Purpose of the Study:
- To highlight the Galaxy ecosystem as a solution for MS-based proteomics data analysis.
- To review the current capabilities and ongoing developments of Galaxy for proteomic informatics.
- To encourage wider adoption and community contribution to the Galaxy platform.
Main Methods:
- Review of the Galaxy ecosystem's features and tools relevant to MS-based proteomics.
- Discussion of community-driven maintenance and training resources.
- Exploration of emerging challenges and future developments in proteomic informatics within Galaxy.
Main Results:
- The Galaxy ecosystem offers a scalable, adaptable, and accessible computing environment with numerous open-source tools for MS-based proteomics.
- A global community actively maintains Galaxy software and provides training, empowering researcher-driven analyses.
- Galaxy serves as a crucial resource for biological and clinical studies utilizing MS-based proteomics.
Conclusions:
- The Galaxy ecosystem effectively addresses the need for comprehensive and accessible bioinformatic resources in MS-based proteomics.
- Ongoing developments aim to meet emerging challenges in proteomic informatics.
- Increased use of Galaxy and community contributions will further enhance its value for researchers and developers.
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