Genome biology · 2019 · 7.1K citations · 36 references
Life SciencesBioinformaticsMicrobiologyGenomicsMetagenomicsSequence AnalysisMetagenomic AnalysisShotgun MetagenomicsViral GenomicsViral MetagenomicsAccuracyK-mer Based AnnotationReference-based MetagenomicsTaxonomic Classification Schemes
Although Kraken's k-mer-based approach provides a fast taxonomic classification of metagenomic sequence data, its large memory requirements can be limiting for some applications. Kraken 2 improves upon Kraken 1 by reducing memory usage by 85%, allowing greater amounts of reference genomic data to be used, while maintaining high accuracy and increasing speed fivefold. Kraken 2 also introduces a translated search mode, providing increased sensitivity in viral metagenomics analysis.
36
Minimap2: pairwise alignment for nucleotide sequences
Heng Li · Bioinformatics · 2018 · 16.8K citations · Full text
Bracken: estimating species abundance in metagenomics data
Jennifer Lu, Florian P. Breitwieser, Peter Thielen et al. · PeerJ Computer Science · 2017 · 2.3K citations · Full text
Life Sciences, Biology, Microbiology +17