Unlabelled: 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.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8796365PMC
http://dx.doi.org/10.1093/bioinformatics/btab741DOI Listing

Publication Analysis

Top Keywords

data analysis
8
maplet extensible
4
extensible toolbox
4
toolbox modular
4
modular reproducible
4
reproducible metabolomics
4
metabolomics pipelines
4
pipelines unlabelled
4
unlabelled article
4
article presents
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!