Evidence map›Paper›PMID 42839603›Full record

ArticleTransboundary and emerging diseases2026

Climate Change and Socioeconomic Vulnerability: The Carpathian Basin as a Potential Hotspot in the Dissemination of Dirofilaria repens in Europe.

Ágnes Csivincsik, Eszter Nagy, Izabella Zám, Tamás Tari, István Kucsera, Gábor Nagy, Tamás Sréter

Abstract read
In one paragraph

Article in Transboundary and emerging diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Ágnes CsivincsikDepartment of Animal Physiology and Health, Hungarian University of Agriculture and Life Sciences, Gödöllő, Hungary, uni-mate.hu.ORCID https://orcid.org/0000-0002-4307-0434
Eszter NagyInstitute of Wildlife Biology and Management, University of Sopron, Sopron, Hungary.ORCID https://orcid.org/0000-0003-3486-3739
Izabella ZámInstitute of Wildlife Biology and Management, University of Sopron, Sopron, Hungary.
Tamás TariInstitute of Wildlife Biology and Management, University of Sopron, Sopron, Hungary.ORCID https://orcid.org/0000-0002-6459-6945
István KucseraNational Reference Laboratory of Medical Parasitology, National Centre for Public Health and Pharmacy, Budapest, Hungary.
Gábor NagyDepartment of Animal Physiology and Health, Hungarian University of Agriculture and Life Sciences, Gödöllő, Hungary, uni-mate.hu.ORCID https://orcid.org/0000-0002-4924-6322
Tamás SréterNational Reference Laboratory of Medical Parasitology, National Centre for Public Health and Pharmacy, Budapest, Hungary.ORCID https://orcid.org/0000-0001-5947-4751

Funding

Hungarian Electronic Information Service National Programme
6 · The paper itself

Abstract

Dirofilaria repens is a zoonotic parasite expanding across Europe due to climate change. We hypothesised that in this process, the Carpathian Basin has a facilitating effect. Using 426 georeferenced European cases, the probability of infection occurrence was determined in relation to climatic factors, surface water availability, regional social deprivation, and stray dog population density. To analyse the potential impacts of ecological and social factors (deprivation and stray dog population density), the MaxEnt algorithm, and spatial Empirical Bayes smoothing and bivariate local indicators of spatial association (BiLISA) index calculation were employed, respectively. MaxEnt analysis revealed that the mean warmest month temperature (MWMT; 22.8-25.1°C), winter mean minimum temperature (>-2.1°C), and summer precipitation (28.6-231 mm) have the strongest impact on the probability of the parasite's occurrence in Europe. Social factors have significance in the eastern Balkans and the Carpathian Basin, but not in Western Europe. The Carpathian Basin appears to be a hotspot, similar to Mediterranean coastal areas. Furthermore, the Danube Valley acts as an ecological corridor for subtropical vector-borne parasites. Our findings confirm that summer warmth is the primary ecological driver of the parasite's range expansion, which is facilitated by the Carpathian Basin due to climatic and socioeconomic conditions.

Indexed as

Climate ChangeDirofilaria repensDirofilariasisDog DiseasesAnimalsDogsEuropePopulation DensitySocioeconomic Factorsbivariate local indicators of spatial associationCarpathian Basindanube corridorDirofilaria repensMaxEntsocioeconomic factorspatial empirical Bayes smoothingstray dogs

Identifiers

PMID42839603
PMCPMC13643058

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.