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BEExact: a Metataxonomic Database Tool for High-Resolution Inference of Bee-Associated Microbial Communities

Brendan A. Daisley, Gregor Reid

2021mSystems58 citationsDOIOpen Access PDF

Abstract

The failure of current universal taxonomic databases to support the rapidly expanding field of bee microbiota research has led to many investigators relying on "in-house" reference sets or manual classification of sequence reads (usually based on BLAST searches), often with vague identity thresholds and subjective taxonomy choices. This time-consuming, error- and bias-prone process lacks standardization, cripples the potential for comparative cross-study analysis, and in many cases is likely to incorrectly sway study conclusions. BEExact is structured on and leverages several complementary bioinformatic techniques to enable refined inference of bee host-associated microbial communities without any other methodological modifications necessary. It also bridges the gap between current practical outcomes (i.e., phylotype-to-genus level constraints with 97% operational taxonomic units [OTUs]) and the theoretical resolution (i.e., species-to-strain level classification with 100% ASVs) attainable in future microbiota investigations. Other niche habitats could also likely benefit from customized database curation via implementation of the novel approaches introduced in this study.

Topics & Concepts

InferenceMetagenomicsBiologyHalictidaeMachine learningComputer scienceArtificial intelligenceData miningEcologyApoideaGeneHymenopteraBiochemistryPlant and animal studiesInsect and Pesticide ResearchInsect and Arachnid Ecology and Behavior
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