biologger/amplicon

Statistics and visualization for amplicon data

R package "amplicon" for amplicon data statistics and visualization in microbiome

Statistics and visualization for amplicon data in microbiome

Examples of visualizations.

Main features:

• Input feature (OTU/ASV/Taxonomic) tables, metadata;
• Supports more than ten analysis methods, provides multiple visualization styles;
  • Alpha diversity: index barplot, boxplot with stat label;
  • Beta diveristy: Supported 47 distance * 8 ordination methods, output scatter plot with stat eclippse and sample label;
  • Taxonomic composition: Stackplot in samples or groups, even support bubble plot.
• Published-ready figures and tables.

Install

Please open RStudio， and run the following code for install.

library(devtools)
install_github("microbiota/amplicon")

Detail

You can used it following the vignettes, we recommended use it in EasyAmplicon

• EasyAmplicon: https://github.com/YongxinLiu/EasyAmplicon

Reference

If used this script, please cited:

Yong-Xin Liu, Lei Chen, Tengfei Ma, Xiaofang Li, Maosheng Zheng, Xin Zhou, Liang Chen, Xubo Qian, Jiao Xi, Hongye Lu, Huiluo Cao, Xiaoya Ma, Bian Bian, Pengfan Zhang, Jiqiu Wu, Ren-You Gan, Baolei Jia, Linyang Sun, Zhicheng Ju, Yunyun Gao, Tao Wen, Tong Chen. 2023. EasyAmplicon: An easy-to-use, open-source, reproducible, and community-based pipeline for amplicon data analysis in microbiome research. iMeta 2: e83. https://doi.org/10.1002/imt2.83

Copyright 2016-2023 Yong-Xin Liu [email protected], Tao Wen [email protected], Tong Chen [email protected]