mSphere · 2019 · 131 citations · 50 references
Life SciencesMicrobiologyMolecular BiologyMicrobial EcologyMicrobiome ResearchSequence Analysis16S Ribosomal Ribonucleic Acid AnalysisDna SequencingMicrobial Community ProfilingNucleic Acid SequencingPolymerase Chain ReactionTaxonomic ProfilingChimeric Sequence DetectionDna Sequence Data AnalysisMicrobial Community CompositionMicrobial Community DiversityPcr Amplification BiasPolymerase Chain Reaction (Pcr) AmplificationPolymerase Chain Reaction (Pcr) AssaysTaxonomic Composition
A steep decline in sequencing costs drove an explosion in studies characterizing microbial communities from diverse environments. Although a significant amount of effort has gone into understanding the error profiles of DNA sequencers, little has been done to understand the downstream effects of the PCR amplification protocol. We quantified the effects of the choice of polymerase and number of PCR cycles on the quality of downstream data. We found that these choices can have a profound impact on the way that a microbial community is represented in the sequence data. The effects are relatively small compared to the variation in human stool samples; however, care should be taken to use polymerases with the highest possible fidelity and to minimize the number of rounds of PCR. These results also underscore that it is not possible to directly compare sequence data generated under different PCR conditions.
50
R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
DADA2: High-resolution sample inference from Illumina amplicon data
Benjamin J. Callahan, Paul J. McMurdie, Michael Rosen et al. · Nature Methods · 2016 · 36.3K citations
Patrick D. Schloss, Sarah L. Westcott, Thomas Ryabin et al. · Applied and Environmental Microbiology · 2009 · 21.8K citations · Full text
UCHIME improves sensitivity and speed of chimera detection
R. C. Edgar, Brian J. Haas, José C. Clemente et al. · Bioinformatics · 2011 · 15.5K citations · Full text
Life Sciences, Biology, Microbiology +17
Structure, function and diversity of the healthy human microbiome
Curtis Huttenhower, J. Fah Sathirapongsasuti, Nicola Segata et al. · Nature · 2012 · 11.9K citations · Full text
Life Sciences, Biology, Microbiology +17