Evidence map›Paper›PMID 41986573›Full record

ArticleScientific reports2026

Method comparison of microscopy, metabarcoding, and multispectral imaging flow cytometry for identification and relative abundance analysis of insect-dispersed pollen.

Elena Motivans Švara, Demetra Rakosy, Tiffany M Knight, Alexander Keller, Thomas Hornick, Franziska Walther, Susanne Dunker

Abstract readComparative Study
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Elena Motivans ŠvaraDepartment of Species Interaction Ecology, Helmholtz Centre for Environmental Research - UFZ, Permoserstraße 15, 04318, Leipzig, Germany. emotivans@hotmail.com.ORCID 0000-0002-2407-9564
Demetra RakosyDepartment of Species Interaction Ecology, Helmholtz Centre for Environmental Research - UFZ, Permoserstraße 15, 04318, Leipzig, Germany.ORCID 0000-0001-8010-4990
Tiffany M KnightDepartment of Species Interaction Ecology, Helmholtz Centre for Environmental Research - UFZ, Permoserstraße 15, 04318, Leipzig, Germany.ORCID 0000-0003-0318-1567
Alexander KellerCellular and Organismic Networks, Biozentrum, Ludwig-Maximilians-Universität München, Großhaderner Straße 2-4, 82152, Martinsried, Germany.ORCID 0000-0001-5716-3634
Thomas HornickGerman Centre for Integrative Biodiversity Research Halle-Jena-Leipzig - iDiv e.V., Puschstraße 4, 04103, Leipzig, Germany.ORCID 0000-0003-0280-9260
Franziska WaltherGerman Centre for Integrative Biodiversity Research Halle-Jena-Leipzig - iDiv e.V., Puschstraße 4, 04103, Leipzig, Germany.ORCID 0000-0002-7463-4837
Susanne DunkerGerman Centre for Integrative Biodiversity Research Halle-Jena-Leipzig - iDiv e.V., Puschstraße 4, 04103, Leipzig, Germany.ORCID 0000-0001-7276-776X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pollen identification and quantification are essential in ecological and evolutionary research to address plant-pollinator relationships, pollination services, and plant reproduction. Research into pollen transfer patterns has been mainly based on traditional light microscopy, however, it is time consuming, labour intensive, and requires taxonomic expertise. High-throughput methods allow automated pollen identification across large temporal and spatial scales. This study compares the accuracy of species identification and quantification of their relative pollen abundance using traditional microscopy, and two high-throughput methods, namely multispectral imaging flow cytometry (MIFC) and metabarcoding. Method performance was tested using artificial samples with known pollen species composition and pollen samples from pollinators with unknown pollen composition. After checking the agreement against the line of identity, the coefficient of determination (R

Indexed as

DNA Barcoding, TaxonomicFlow CytometryInsectaMicroscopyPollenAnimalsPollinationArtificial mixturesHigh-throughputPollen identificationRelative abundanceZoophilous pollen

Identifiers

PMID41986573
PMCPMC13087285

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Registered trials

None linked

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.