Evidence map›Paper›PMID 40132044›Full record

ArticlePloS one2025

Tracing the invasion: Wing morphometrics reveal population spread and adaptation patterns of Halyomorpha halys (Stål, 1855) across Southern Europe.

Martina Pajač Beus, Darija Lemic, Hugo A Benítez, Laura M Pérez, Mojca Rot, Aleksandra Konjević, Stefanos S Andreadis, Ivana Pajač Živković

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

8 authors.

Martina Pajač BeusDepartment for Agricultural Zoology, University of Zagreb, Faculty of Agriculture, Zagreb, Croatia.ORCID 0009-0000-2034-5012
Darija LemicDepartment for Agricultural Zoology, University of Zagreb, Faculty of Agriculture, Zagreb, Croatia.ORCID 0000-0002-1175-3716
Hugo A BenítezResearch Ring in Pest Insects and Climate Change (PIC2), Santiago, Chile.
Laura M PérezDepartamento de Ingeniería Industrial y de Sistemas, Universidad de Tarapacá, Arica, Chile.
Mojca RotInstitute of Agriculture and Forestry Nova Gorica, Nova Gorica, Slovenia.
Aleksandra KonjevićCenter of Excellence, Faculty of Agriculture, University of Novi Sad, Novi Sad, Serbia.ORCID 0000-0002-8463-9332
Stefanos S AndreadisInstitute of Plant Breeding and Genetic Resources, Hellenic Agricultural Organization-Dimitra, Thermi, Greece.
Ivana Pajač ŽivkovićDepartment for Agricultural Zoology, University of Zagreb, Faculty of Agriculture, Zagreb, Croatia.ORCID 0000-0002-0775-7327

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Invasive species such as Halyomorpha halys (Stål, 1855), the brown marmorated stink bug, pose a significant threat to agriculture due to their rapid spread and adaptability. The aim of this study is to assess the phenotypic variability of H. halys populations by analyzing the size and shape morphology of the anterior and posterior wings and to determine whether geometric morphometrics can serve as a cost-effective alternative to genetic methods for tracking invasion patterns. Populations from four southern European countries (Croatia, Serbia, Slovenia and Greece) with 540 specimens and 2,160 wings were analysed and showed clear phenotypic differences in wing morphology consistent with the known invasion dynamics previously determined by genetic studies. Mahalanobis distances highlight the close morphological relationship between the Serbian and Slovenian populations, suggesting common ancestry or recent gene flow, while the Greek and Croatian populations show significant differences, suggesting different invasion pathways or rapid morphological adaptation. The Greek population exhibited lower phenotypic plasticity, whereas the Serbian population displayed the greatest variation, likely reflecting the influence of multiple invasion sources. These results show that wing morphology can reliably detect invasion-related patterns and phenotypic plasticity and is a valuable tool for biomonitoring in integrated pest management programs, especially in areas where genetic methods are less feasible. This study highlights the utility of geometric morphometrics in monitoring the spread and adaptation of invasive species such as H. halys in different environments.

Indexed as

Adaptation, PhysiologicalHeteropteraIntroduced SpeciesWings, AnimalAnimalsEuropePhenotype

Identifiers

PMID40132044
PMCPMC11936210

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.