Skip to content

Simple statistical identification and removal of contaminants in marker-gene and metagenomics sequencing data

Notifications You must be signed in to change notification settings

hczdavid/decontam

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

85 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Documentation

This repository implements the hypothesis testing method to identify contaminants, including tcontam for high microbial biomass and tcontamL for low or mixed microbial biomass.

Installation

To install the decontam R package with the tcontam and tcontamL implementation, you need to install through the Github using the devtools package:

library(devtools)
devtools::install_github("hczdavid/decontam")

Analysis

We demonstrate the usage of tcontam and tcontamL, and compare the performance with current decontam method using simulation and two real microbiome datasets.

Oral microbiome dataset analysis

Dilution dataset analysis

Simulation analysis

The data used for these analyses can be found at the tcontamManuscript repository.

Other Resources

Bugs and difficulties in using decontam are welcome on the issue tracker.

Planned feature improvements are also publicly catalogued at on the "Issues" page for decontam: https://github.com/benjjneb/decontam/issues

About

Simple statistical identification and removal of contaminants in marker-gene and metagenomics sequencing data

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • HTML 97.2%
  • R 2.8%