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maplet: an extensible R toolbox for modular and reproducible metabolomics pipelines
- Source :
- Bioinformatics
- Publication Year :
- 2021
- Publisher :
- Oxford University Press, 2021.
-
Abstract
- This article presents maplet, an open-source R package for the creation of highly customizable, fully reproducible statistical pipelines for metabolomics data analysis. It builds on the SummarizedExperiment data structure to create a centralized pipeline framework for storing data, analysis steps, results and visualizations. maplet’s key design feature is its modularity, which offers several advantages, such as ensuring code quality through the maintenance of individual functions and promoting collaborative development by removing technical barriers to code contribution. With over 90 functions, the package includes a wide range of functionalities, covering many widely used statistical approaches and data visualization techniques. Availability and implementation The maplet package is implemented in R and freely available at https://github.com/krumsieklab/maplet
- Subjects :
- Statistics and Probability
AcademicSubjects/SCI01060
business.industry
Computer science
Systems Biology
Modular design
Data structure
Biochemistry
Modularity
Pipeline (software)
Applications Notes
Toolbox
Software quality
Computer Science Applications
Computational Mathematics
Data visualization
Computational Theory and Mathematics
Key (cryptography)
business
Software engineering
Molecular Biology
Subjects
Details
- Language :
- English
- ISSN :
- 13674811 and 13674803
- Volume :
- 38
- Issue :
- 4
- Database :
- OpenAIRE
- Journal :
- Bioinformatics
- Accession number :
- edsair.doi.dedup.....647f31206d207867e46585d9eccb4cfe