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ReproPhylo: An Environment for Reproducible Phylogenomics
Amir Szitenberg1, Max John1, Mark L Blaxter2
1Evolutionary Biology Group, School of Biological, Biomedical & Environmental Sciences, The University of Hull, Hull, United Kingdom.
ReproPhylo ensures experimental reproducibility in phylogenomics by storing workflows as single Python objects with provenance. This system facilitates data handling, methodological exploration, and accurate scientific reporting.
Area of Science:
- Computational Biology
- Bioinformatics
- Genomics
Background:
- Reproducibility is crucial for scientific integrity, especially in data-intensive fields like phylogenomics.
- Accurate reporting of analyses is essential for validating research findings.
Purpose of the Study:
- To introduce ReproPhylo, a novel phylogenomic analysis environment.
- To enhance experimental reproducibility and facilitate large-scale data handling in phylogenetics.
- To support methodological experimentation and exploration of parameters and data.
Main Methods:
- ReproPhylo stores experimental workflows as serialized Python objects, capturing provenance and environment details.
- The system integrates with Git for automatic version control and management of analysis iterations.
- Outputs include human-readable reports and comprehensive experimental archives suitable for publication.
Main Results:
- ReproPhylo ensures built-in, automatic reproducibility without user configuration.
- The 'single file' approach guarantees persistence of provenance across analysis updates.
- Facilitates thorough exploration of parameters and data, enhancing scientific rigor.
Conclusions:
- ReproPhylo provides a robust solution for reproducible phylogenomic analyses.
- The environment simplifies data handling and supports in-depth methodological experimentation.
- Designed for broad accessibility, ReproPhylo is platform-independent and offers multiple installation options.
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