Evidence map›Paper›PMID 42754671›Full record

ArticleHeredity2026

Modelling the impacts of imports and non-native subspecies hybridisation in honeybees.

Irene de Carlos, Laura Strachan, Grace P McCormack, Gregor Gorjanc, Jana Obšteter

Abstract read
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In one paragraph

Article in Heredity, 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

5 authors.

Irene de CarlosGalway Honey Bee Research Centre, Earth and Life Sciences, School of Natural Sciences, University of Galway, Galway, Ireland. irenedecarlos@gmail.com.
Laura StrachanThe Roslin Institute and Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Edinburgh, Midlothian, UK.
Grace P McCormackGalway Honey Bee Research Centre, Earth and Life Sciences, School of Natural Sciences, University of Galway, Galway, Ireland.
Gregor GorjancThe Roslin Institute and Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Edinburgh, Midlothian, UK.ORCID http://orcid.org/0000-0001-8008-2787
Jana ObšteterAgricultural Institute of Slovenia, Ljubljana, Slovenia. jana.obsteter@kis.si.ORCID http://orcid.org/0000-0003-1511-3916

Funding

Department of Agriculture, Food and the Marine (DAFM) RFT 234005RCUK | Biotechnology and Biological Sciences Research Council (BBSRC) BBS/E/D/30002275, BBS/E/RL/230001A, and BBS/E/RL/230001CRCUK | Biotechnology and Biological Sciences Research Council (BBSRC) CASE PhD studentship with AbacusBioThe Slovenian Research and Innovation Agency (ARIS) programme P4-0133 "Sustainable agriculture
6 · The paper itself

Abstract

Human-mediated movement of organisms for agriculture and ecosystem services often results in hybridisation and introgression between populations of native and non-native species. While introgression may increase genetic diversity, it can erode unique adaptations and reduce fitness, threatening the survival of native lineages. Honeybees offer a good model with extensive records, queen trade and migratory beekeeping facilitating genetic exchange among subspecies. To explore these dynamics, we used SIMplyBee to simulate hybridisation between populations of native Apis mellifera mellifera and non-native Apis mellifera carnica. We adopted the parameters from the Irish honeybee population that maintains relatively low levels of import, but is threatened by commercial imports. The model included colony honey yield and fitness as complex polygenic traits. We simulated varying import rates, genetic correlations between fitness in native and non-native environments, and spatial distributions of introgression over 20 years, measuring levels and rate of introgression and genetic means for both traits. Increased imports accelerated introgression and induced a trade-off between higher honey yield and lower fitness, and decreasing genetic correlations between environments amplified fitness decline. Spatial simulations showed the spread of introgression across the entire simulated area. Halting imports reversed the trend, but purging of introgressed material was slow and varied among replicates. These findings highlight the trade-off between short-term production gains and long-term losses in fitness and adaptation. Our modelling framework provides a reference for exploring introgression in other systems, emphasising that sustainable management of introgression requires restricting imports and breeding locally adapted populations rather than relying on non-native imports.

Identifiers

PMID42754671

What OpenQuestion holds

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Registered trials

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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.