Molecular Ecology Resources · 2015 · 488 citations · 33 references
Life SciencesBiologyMicrobiologyMetagenomicsMicrobial SystematicsMicrobial Taxonomy16S Ribosomal Ribonucleic Acid AnalysisMetagenomic AnalysisMicrobial IdentificationShotgun Metagenomic SequencingShotgun Metagenomics16S Ribosomal Ribonucleic Acid Gene ProfilingArchaeal Ribosomal Rna GenesChloroplast OriginMetagenomic ClassificationMitochondrial Ribosomal Rna GenesTaxonomic AnnotationTaxonomic Assignment AlgorithmsTaxonomic Classification Schemes
The ribosomal rRNA genes are widely used as genetic markers for taxonomic identification of microbes. Particularly the small subunit (SSU; 16S/18S) rRNA gene is frequently used for species- or genus-level identification, but also the large subunit (LSU; 23S/28S) rRNA gene is employed in taxonomic assignment. The METAXA software tool is a popular utility for extracting partial rRNA sequences from large sequencing data sets and assigning them to an archaeal, bacterial, nuclear eukaryote, mitochondrial or chloroplast origin. This study describes a comprehensive update to METAXA - METAXA2 - that extends the capabilities of the tool, introducing support for the LSU rRNA gene, a greatly improved classifier allowing classification down to genus or species level, as well as enhanced support for short-read (100 bp) and paired-end sequences, among other changes. The performance of METAXA2 was compared to other commonly used taxonomic classifiers, showing that METAXA2 often outperforms previous methods in terms of making correct predictions while maintaining a low misclassification rate. METAXA2 is freely available from http://microbiology.se/software/metaxa2/.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Patrick D. Schloss, Sarah L. Westcott, Thomas Ryabin et al. · Applied and Environmental Microbiology · 2009 · 21.8K citations · Full text
Search and clustering orders of magnitude faster than BLAST
R. C. Edgar · Bioinformatics · 2010 · 21.7K citations · Full text