Evidence map›Paper›PMID 41132920›Full record

ArticleApplications in plant sciences

Improving plant DNA metabarcoding accuracy with ecological filters and Angiosperms353: Field and pollen microscopy validation.

Reed Clark Benkendorf, Emily J Woodworth, Paul J CaraDonna, Jane E Ogilvie, Sophie Taddeo, Jeremie B Fant

Abstract read
In one paragraph

Article in Applications in plant sciences. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. DNA metabarcoding reveals key floral resources for native pollinators in post-fire landscapes.Ecological applications : a publication of the Ecological Society of America · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Reed Clark BenkendorfChicago Botanic Garden Glencoe 60022 Illinois USA.ORCID https://orcid.org/0000-0003-3110-6687
Emily J WoodworthChicago Botanic Garden Glencoe 60022 Illinois USA.
Paul J CaraDonnaChicago Botanic Garden Glencoe 60022 Illinois USA.ORCID https://orcid.org/0000-0003-3517-9090
Jane E OgilvieRocky Mountain Biological Laboratory P.O. Box 519, Crested Butte Colorado 81224 USA.ORCID https://orcid.org/0000-0001-8546-0417
Sophie TaddeoChicago Botanic Garden Glencoe 60022 Illinois USA.ORCID https://orcid.org/0000-0002-7789-1417
Jeremie B FantChicago Botanic Garden Glencoe 60022 Illinois USA.ORCID https://orcid.org/0000-0001-9276-1111

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Premise: Metabarcoding has become a successful tool for the identification of species in ecological assemblages. However, the usefulness of metabarcoding for identifying plant species has been hampered due to a lack of universal gene regions that work across all taxa, limiting the applications of metabarcoding in ecology. Methods: Here, we outline a spatiotemporal approach that combines Angiosperms353 baits with species distribution models and phenological analyses to generate a list of candidate species to increase metabarcoding accuracy. To evaluate the ecological realism of our framework, we compared the results of DNA metabarcoding pollen loads of wild bumble bees to long-term field observations of bee-plant interactions and visual pollen identification. Results: We show that metabarcoding bumble bee pollen loads was most accurate when combined with a candidate taxa list of plants flowering when the bumble bees were foraging, which improved the accuracy and taxonomic precision of 77.5% of samples relative to non-filtered matches. Discussion: With the proliferation of species occurrence and phenology data and advances in computing and software, spatiotemporal filtering provides an improved approach for interpreting metabarcoding results. Additionally, we demonstrate that Angiosperms353 offers significant promise for metabarcoding projects to reveal species interactions.

Indexed as

Angiosperms353bee–plant interactionsBombusherbariummetabarcoding

Identifiers

PMID41132920
PMCPMC12542809

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.