Genome biology · 2020 · 201 citations · 45 references
Life SciencesBioinformaticsMicrobiologyGenomicsMetagenomicsMicrobial GenomicsMetagenomic AnalysisMetagenomic AnnotationMicrobiome Data AnalysisShotgun Metagenomic SequencingShotgun MetagenomicsTaxonomic ProfilingGenomic ClassifiersMetagenome AnnotationMetagenomic ClassificationMetagenomic Read MappingMicrobial Community CompositionMicrobial Community ReconstructionProkaryotic Sequence AnnotationReference-based Metagenomics
There is an increasing demand for accurate and fast metagenome classifiers that can not only identify bacteria, but all members of a microbial community. We used a recently developed concept in read mapping to develop a highly accurate metagenomic classification pipeline named CCMetagen. The pipeline substantially outperforms other commonly used software in identifying bacteria and fungi and can efficiently use the entire NCBI nucleotide collection as a reference to detect species with incomplete genome data from all biological kingdoms. CCMetagen is user-friendly, and the results can be easily integrated into microbial community analysis software for streamlined and automated microbiome studies.
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Basic local alignment search tool
Stephen F. Altschul, Warren Gish, Webb Miller et al. · Journal of Molecular Biology · 1990 · 94.5K citations
Fast and sensitive protein alignment using DIAMOND
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Derrick E. Wood, Jennifer Lu, Ben Langmead · Genome biology · 2019 · 7.1K citations · Full text