ArticlePloS one2015
Taxonomic Characterization of Honey Bee (Apis mellifera) Pollen Foraging Based on Non-Overlapping Paired-End Sequencing of Nuclear Ribosomal Loci.
Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed.
- Method comparison of microscopy, metabarcoding, and multispectral imaging flow cytometry for identification and relative abundance analysis of insect-dispersed pollen.Scientific reports · 2026Article
- The Appalbees menu: a multiyear, multilocus metagenetic assessment of pollen foraging by AppalachianPeerJ · 2026Article
- Comparing the spring diet of buff-tailed bumble bees and honey bees (Hymenoptera: Apidae) in a forest landscape: a metabarcoding approach.Journal of insect science (Online) · 2025Article
- COI Metabarcoding as a Novel Approach for Assessing the Honey Bee Source of European Honey.Foods (Basel, Switzerland) · 2025Article
- Pot-pollen DNA barcoding as a tool to determine the diversity of plant species visited by Ecuadorian stingless bees.PloS one · 2025Article
- Determination of the Botanical Origin and Physicochemical Properties of a Propolis Sample Through an Integrated Methodology.Antioxidants (Basel, Switzerland) · 2024Article
- Comparing modern identification methods for wild bees: Metabarcoding and image-based morphological taxonomic assignment.PloS one · 2024Article
- Plants, pollinators and their interactions under global ecological change: The role of pollen DNA metabarcoding.Molecular ecology · 2023Article
- Fungicide Exposure in Honey Bee Hives Varies By Time, Worker Role, and Proximity to Orchards in Spring.Journal of economic entomology · 2023Article
- Article
- Investigating the use of pollen DNA metabarcoding to quantify bee foraging and effects of threshold selection.PloS one · 2023Article
- Preservation methods of honey bee-collected pollen are not a source of bias in ITS2 metabarcoding.Environmental monitoring and assessment · 2021Article
- Pollen DNA metabarcoding identifies regional provenance and high plant diversity in Australian honey.Ecology and evolution · 2021Article
- Testing the effect of pollen exine rupture on metabarcoding with Illumina sequencing.PloS one · 2021Article
- Using pollen DNA metabarcoding to profile nectar sources of urban beekeeping in Kōtō-ku, Tokyo.BMC research notes · 2020Article
- An updated genetic marker for detection of Lake Sinai Virus and metagenetic applications.PeerJ · 2020Article
- Do honey bee (Apis mellifera) foragers recruit their nestmates to native forbs in reconstructed prairie habitats?PloS one · 2020Article
- Pollinator specialization increases with a decrease in a mass-flowering plant in networks inferred from DNA metabarcoding.Ecology and evolution · 2019Article
- Genome-skimming provides accurate quantification for pollen mixtures.Molecular ecology resources · 2019Article
- Capturing the 'ome': the expanding molecular toolbox for RNA and DNA library construction.Nucleic acids research · 2018Review
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Identifying plant taxa that honey bees (Apis mellifera) forage upon is of great apicultural interest, but traditional methods are labor intensive and may lack resolution. Here we evaluate a high-throughput genetic barcoding approach to characterize trap-collected pollen from multiple North Dakota apiaries across multiple years. We used the Illumina MiSeq platform to generate sequence scaffolds from non-overlapping 300-bp paired-end sequencing reads of the ribosomal internal transcribed spacers (ITS). Full-length sequence scaffolds represented ~530 bp of ITS sequence after adapter trimming, drawn from the 5' of ITS1 and the 3' of ITS2, while skipping the uninformative 5.8S region. Operational taxonomic units (OTUs) were picked from scaffolds clustered at 97% identity, searched by BLAST against the nt database, and given taxonomic assignments using the paired-read lowest common ancestor approach. Taxonomic assignments and quantitative patterns were consistent with known plant distributions, phenology, and observational reports of pollen foraging, but revealed an unexpected contribution from non-crop graminoids and wetland plants. The mean number of plant species assignments per sample was 23.0 (+/- 5.5) and the mean species diversity (effective number of equally abundant species) was 3.3 (+/- 1.2). Bray-Curtis similarities showed good agreement among samples from the same apiary and sampling date. Rarefaction plots indicated that fewer than 50,000 reads are typically needed to characterize pollen samples of this complexity. Our results show that a pre-compiled, curated reference database is not essential for genus-level assignments, but species-level assignments are hindered by database gaps, reference length variation, and probable errors in the taxonomic assignment, requiring post-hoc evaluation. Although the effective per-sample yield achieved using custom MiSeq amplicon primers was less than the machine maximum, primarily due to lower "read2" quality, further protocol optimization and/or a modest reduction in multiplex scale should offset this difficulty. As small quantities of pollen are sufficient for amplification, our approach might be extendable to other questions or species for which large pollen samples are not available.
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