Evidence map›Paper›PMID 41935095›Full record

ArticleScientific reports2026

Honey environmental DNA reveals entomological fingerprints through dual mitochondrial cytochrome c oxidase subunit 1 (COI) and cytochrome b (CYTB) metabarcoding.

Anisa Ribani, Samuele Bovo, Valeria Taurisano, Kate Elise Nelson Johnson, Ayça Özkan Koca, Giuseppina Schiavo, Valerio Joe Utzeri, Francesca Bertolini, Luca Fontanesi

Abstract read
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

9 authors.

Anisa Ribani *Animal and Food Genomics Group, Division of Animal Sciences, Department of Agricultural and Food Sciences, University of Bologna, Viale Giuseppe Fanin 46, 40127, Bologna, Italy.
Samuele Bovo *Animal and Food Genomics Group, Division of Animal Sciences, Department of Agricultural and Food Sciences, University of Bologna, Viale Giuseppe Fanin 46, 40127, Bologna, Italy.
Valeria TaurisanoAnimal and Food Genomics Group, Division of Animal Sciences, Department of Agricultural and Food Sciences, University of Bologna, Viale Giuseppe Fanin 46, 40127, Bologna, Italy.
Kate Elise Nelson JohnsonAnimal and Food Genomics Group, Division of Animal Sciences, Department of Agricultural and Food Sciences, University of Bologna, Viale Giuseppe Fanin 46, 40127, Bologna, Italy.
Ayça Özkan KocaDepartment of Gastronomy and Culinary Arts, Maltepe University, 34857, Maltepe, Istanbul, Turkey.
Giuseppina SchiavoAnimal and Food Genomics Group, Division of Animal Sciences, Department of Agricultural and Food Sciences, University of Bologna, Viale Giuseppe Fanin 46, 40127, Bologna, Italy.
Valerio Joe UtzeriAnimal and Food Genomics Group, Division of Animal Sciences, Department of Agricultural and Food Sciences, University of Bologna, Viale Giuseppe Fanin 46, 40127, Bologna, Italy.
Francesca BertoliniAnimal and Food Genomics Group, Division of Animal Sciences, Department of Agricultural and Food Sciences, University of Bologna, Viale Giuseppe Fanin 46, 40127, Bologna, Italy.
Luca FontanesiAnimal and Food Genomics Group, Division of Animal Sciences, Department of Agricultural and Food Sciences, University of Bologna, Viale Giuseppe Fanin 46, 40127, Bologna, Italy. luca.fontanesi@unibo.it.

Funding

Fulbright Association Fellowship at the University of BolognaItalian Ministry of Agriculture, Food Sovereignty, and Forestry (MASAF) project ItaHoneyDNA-CUP J39I24001640006Regione Emilia-Romagna BEE-RER-3 projects-CUP E37G22000030007-del Regolamento (UE) No. 1308/2013 (OCM Apicoltura)Università di Bologna 2023-2025 RFO programs
6 · The paper itself

Abstract

Honey carries environmental DNA (eDNA) from organisms encountered by honey bees and can therefore encode an “entomological fingerprint” of agricultural and forest landscapes. We compared two metabarcoding assays targeting mitochondrial regions (cytochrome c oxidase subunit 1, COI; and cytochrome b, CYTB) to profile plant-sucking insects (Hemiptera) in honey samples from Italy and Türkiye, including citrus blossom, polyfloral, and honeydew honey samples. We designed a new short CYTB primer pair optimised for Aphididae and evaluated it alongside our previously published Hemiptera-COI assay. Across 3.51 million reads, our pipeline assigned 1.25 million COI and 1.48 million CYTB reads to Neoptera. CYTB resolved more taxa per sample (mean 7.9 families, 36 species) than COI (4.5 families, 11.7 species) and yielded a higher proportion of species-level assignments (98.3% vs. 43.7%). COI captured Metcalfa pruinosa (Flatidae) where abundant—often dominating polyfloral honey samples—whereas CYTB revealed fine-scale diversity of aphids relevant to citrus orchards and conifer/oak forests. Short-amplicon haplotype screening recovered multiple COI haplotypes for M. pruinosa, Thelaxes suberi, Cinara cedri and Aphis gossypii, suggesting potential for population monitoring from honey eDNA. Our results show that combining complementary metabarcodes mitigates primer and database biases and enhances landscape-scale inference, honey authentication, and surveillance of invasive or pest hemipterans.

Indexed as

Cytochromes bDNA Barcoding, TaxonomicDNA, EnvironmentalElectron Transport Complex IVHoneyAnimalsBeesDNA, MitochondrialHemipteraMitochondriaCytochromes bDNA, EnvironmentalDNA, MitochondrialElectron Transport Complex IVApicultureBeekeepingDNA fingerprinteDNAHemipteraHoneydew

Identifiers

PMID41935095
PMCPMC13261148

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 Socratic graph.