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DADA2: High-resolution sample inference from Illumina amplicon data.


ABSTRACT: We present the open-source software package DADA2 for modeling and correcting Illumina-sequenced amplicon errors (https://github.com/benjjneb/dada2). DADA2 infers sample sequences exactly and resolves differences of as little as 1 nucleotide. In several mock communities, DADA2 identified more real variants and output fewer spurious sequences than other methods. We applied DADA2 to vaginal samples from a cohort of pregnant women, revealing a diversity of previously undetected Lactobacillus crispatus variants.

SUBMITTER: Callahan BJ 

PROVIDER: S-EPMC4927377 | biostudies-literature | 2016 Jul

REPOSITORIES: biostudies-literature

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DADA2: High-resolution sample inference from Illumina amplicon data.

Callahan Benjamin J BJ   McMurdie Paul J PJ   Rosen Michael J MJ   Han Andrew W AW   Johnson Amy Jo A AJ   Holmes Susan P SP  

Nature methods 20160523 7


We present the open-source software package DADA2 for modeling and correcting Illumina-sequenced amplicon errors (https://github.com/benjjneb/dada2). DADA2 infers sample sequences exactly and resolves differences of as little as 1 nucleotide. In several mock communities, DADA2 identified more real variants and output fewer spurious sequences than other methods. We applied DADA2 to vaginal samples from a cohort of pregnant women, revealing a diversity of previously undetected Lactobacillus crispa  ...[more]

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