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MicrobiomeExplorer: an R package for the analysis and visualization of microbial communities
Janina Reeder1, Mo Huang2,3, Joshua S Kaminker1
1Department of OMNI Bioinformatics, Genentech, Inc, South San Francisco, CA 94080, USA.
MicrobiomeExplorer is a new R package that simplifies microbial community analysis and visualization. It offers automated reporting and an interactive application for researchers studying microbiome data.
Area of Science:
- Microbiology
- Bioinformatics
- Computational Biology
Background:
- Microbiome research generates complex datasets requiring specialized tools for analysis.
- Existing R packages may lack integrated workflows for comprehensive microbiome analysis and visualization.
Purpose of the Study:
- To introduce MicrobiomeExplorer, an R package designed for streamlined microbiome data analysis and visualization.
- To provide researchers with a user-friendly tool for common microbiome analytic workflows and automated report generation.
Main Methods:
- Development of the MicrobiomeExplorer R package.
- Implementation of command-line and interactive Shiny application interfaces.
- Integration of automated analysis report generation capabilities.
Main Results:
- The MicrobiomeExplorer package facilitates typical microbiome analytic workflows.
- Users can visualize analysis results through both command-line and an interactive Shiny application.
- Automated generation of analysis reports is a key feature.
Conclusions:
- MicrobiomeExplorer enhances the accessibility and efficiency of microbiome data analysis.
- The package supports researchers in interpreting and reporting microbial community findings.
- It serves as a valuable tool for the microbiome research community.
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