PLoS ONE · 2020 · 387 citations · 28 references
Life SciencesBiostatisticsMicrobiologyMicrobial EcologyMicrobial TaxonomyMicrobiome ResearchMicrobial Community ProfilingMicrobial DiversityMicrobiome CompositionMicrobiome Data AnalysisMicrobiome DiversityTaxonomic ProfilingCompositional Data AnalysisHuman MicrobiomeLibrary PreparationMicrobial Community CompositionMicrobial Diversity AnalysisMicrobiome Composition ProfilingRelative Abundance AnalysisRelative Abundance Metrics
The use of relative abundance data from next generation sequencing (NGS) can lead to misinterpretations of microbial community structures, as the increase of one taxon leads to the concurrent decrease of the other(s) in compositional data. Although different DNA- and cell-based methods as well as statistical approaches have been developed to overcome the compositionality problem, and the biological relevance of absolute bacterial abundances has been demonstrated, the human microbiome research has not yet adopted these methods, likely due to feasibility issues. Here, we describe how quantitative PCR (qPCR) done in parallel to NGS library preparation provides an accurate estimation of absolute taxon abundances from NGS data and hence provides an attainable solution to compositionality in high-throughput microbiome analyses. The advantages and potential challenges of the method are also discussed.
28
Search and clustering orders of magnitude faster than BLAST
R. C. Edgar · Bioinformatics · 2010 · 21.7K citations · Full text
Quantitative microbiome profiling links gut community variation to microbial load
Doris Vandeputte, Gunter Kathagen, Kevin D’hoe et al. · Nature · 2017 · 1.2K citations · Full text