https://github.com/benjjneb/dada2
Accurate sample inference from amplicon data with single nucleotide resolution
https://github.com/benjjneb/dada2
amplicon bioconductor bioinformatics metabarcoding metagenomics microbiome taxonomy
Last synced: about 1 month ago
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Accurate sample inference from amplicon data with single nucleotide resolution
- Host: GitHub
- URL: https://github.com/benjjneb/dada2
- Owner: benjjneb
- License: lgpl-3.0
- Created: 2014-12-17T00:53:58.000Z (over 11 years ago)
- Default Branch: master
- Last Pushed: 2025-12-15T19:22:15.000Z (3 months ago)
- Last Synced: 2025-12-19T03:02:07.345Z (3 months ago)
- Topics: amplicon, bioconductor, bioinformatics, metabarcoding, metagenomics, microbiome, taxonomy
- Language: R
- Homepage: http://benjjneb.github.io/dada2/
- Size: 469 MB
- Stars: 530
- Watchers: 36
- Forks: 160
- Open Issues: 191
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
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# dada2
Exact sample inference from high-throughput amplicon data. Resolves real variants differing by as little as one nucleotide. Visit [the DADA2 website](https://benjjneb.github.io/dada2/index.html) for the most detailed and up-to-date documentation.
### Installation
The dada2 package binaries are available through Bioconductor:
```S
## try http:// if https:// URLs are not supported
if (!requireNamespace("BiocManager", quietly=TRUE))
install.packages("BiocManager")
BiocManager::install("dada2")
```
In order to install dada2 from source (and get the latest and greatest new features) see our [installation from source instructions](https://benjjneb.github.io/dada2/dada-installation.html).
### Documentation
The [tutorial walkthrough of the DADA2 pipeline on paired end Illumina Miseq data](https://benjjneb.github.io/dada2/tutorial.html).
The [dada2 R package manual](https://www.bioconductor.org/packages/3.6/bioc/manuals/dada2/man/dada2.pdf).
Further documentation is available on [the DADA2 front page](http://benjjneb.github.io/dada2/).
### DADA2 Articles
[DADA2: High resolution sample inference from Illumina amplicon data. Nature Methods, 2016.](http://dx.doi.org/10.1038/nmeth.3869) [(Open Access link.)](http://rdcu.be/ipGh)
[Bioconductor workflow for microbiome data analysis: from raw reads to community analyses. F1000 Research, 2016.](https://f1000research.com/articles/5-1492)
[Exact sequence variants should replace operational taxonomic units in marker-gene data analysis. ISMEJ, 2017.](http://dx.doi.org/10.1038/ismej.2017.119)
[High-throughput amplicon sequencing of the full-length 16S rRNA gene with single-nucleotide resolution. Nucleic Acids Research, 2019.](http://dx.doi.org/10.1093/nar/gkz569)
### Other Resources
Planned feature improvements are publicly catalogued at the main DADA2 development site on github, specifically on the "Issues" page for DADA2:
https://github.com/benjjneb/dada2/issues
If the feature you are hoping for is not listed, you are welcome to add it as a feature request "issue" on this page. This request will be publicly available and listed on the page.
Bugs and difficulties in using DADA2 are also welcome on [the issue tracker](https://github.com/benjjneb/dada2/issues).