GitHub - YuLab-SMU/MicrobiotaProcess: :microbe: A comprehensive R package for deep mining microbiome (original) (raw)

MicrobiotaProcess: A comprehensive R package for managing and analyzing microbiome and other ecological data within the tidy framework

• MicrobiotaProcessdefines an MPSE structure to better integrate both primary and intermediate microbiome datasets.
• MicrobiotaProcess improves the integration and exploration of downstream data analysis.
• MicrobiotaProcess provides a set of functions under a unified tidy framework, which helps users explore related datasets more efficiently.
• MicrobiotaProcess offers many visual methods to quickly render clear and comprehensive visualizations that reveal meaningful insights.

Anatomy of a MPSE

The structure of the MPSE class.

Overview of the design of MicrobiotaProcess package

The Overview of the design of MicrobiotaProcess package

✍️ Authors

Shuangbin Xu and Guangchuang Yu

School of Basic Medical Sciences, Southern Medical University

If you use MicrobiotaProcess in published research. Please cite the paper:

Shuangbin Xu, Li Zhan, Wenli Tang, Qianwen Wang, Zehan Dai, Land Zhou, Tingze Feng, Meijun Chen, Tianzhi Wu, Erqiang Hu, Guangchuang Yu*. MicrobiotaProcess: A comprehensive R package for deep mining microbiome. The Innovation. 2023, 4(2):100388. doi:10.1016/j.xinn.2023.100388.

• Source code to produce Supplementary Material

⏬ Installation

Get the released version fromBioconductor:

try http:// if https:// URLs are not supported ## the url of mirror

if (!requireNamespace("BiocManager", quietly=TRUE)) install.packages("BiocManager")

BiocManager::install("BiocUpgrade") ## you may need this

BiocManager::install("MicrobiotaProcess")

the development version from github:

if (!requireNamespace("remotes", quietly=TRUE)) install.packages("remotes") remotes::install_github("YuLab-SMU/MicrobiotaProcess")

📖 Vignette

For more details, please refer to the online vignette.

💖 Contributing

We welcome any contributions! By participating in this project you agree to abide by the terms outlined in the Contributor Code of Conduct.