Evidence map›Paper›PMID 42198635›Full record

ArticlePathogens (Basel, Switzerland)2026

Temperature-Based Predictions for West Nile Virus Outbreaks in Endemic Regions of Continental Croatia.

Ljubo Barbić, Gorana Miletić, Maja Maurić Maljković, Vladimir Stevanović, Vladimir Savić, Ivona Ćorić, Maja Bogdanić, Ivana Rončević, Ana Sanković, Marko Belamarić and 1 more

Abstract read
In one paragraph

Article in Pathogens (Basel, Switzerland), 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

11 authors.

Ljubo BarbićDepartment of Microbiology and Infectious Diseases with Clinic, Faculty of Veterinary Medicine, University of Zagreb, 10000 Zagreb, Croatia.ORCID 0000-0002-5170-947X
Gorana MiletićDepartment of Microbiology and Infectious Diseases with Clinic, Faculty of Veterinary Medicine, University of Zagreb, 10000 Zagreb, Croatia.
Maja Maurić MaljkovićDepartment for Animal Breeding and Livestock Production, Faculty of Veterinary Medicine, University of Zagreb, 10000 Zagreb, Croatia.ORCID 0000-0002-0408-215X
Vladimir StevanovićDepartment of Microbiology and Infectious Diseases with Clinic, Faculty of Veterinary Medicine, University of Zagreb, 10000 Zagreb, Croatia.
Vladimir SavićPoultry Center, Croatian Veterinary Institute, 10000 Zagreb, Croatia.ORCID 0000-0003-0398-5346
Ivona ĆorićDepartment of Microbiology and Infectious Diseases with Clinic, Faculty of Veterinary Medicine, University of Zagreb, 10000 Zagreb, Croatia.
Maja BogdanićDepartment of Virology, Croatian Institute of Public Health, 10000 Zagreb, Croatia.
Ivana RončevićPoultry Center, Croatian Veterinary Institute, 10000 Zagreb, Croatia.
Ana SankovićDepartment of Microbiology, University of Applied Health Sciences, 10000 Zagreb, Croatia.
Marko BelamarićDepartment of Epidemiology, Croatian Institute of Public Health, 10000 Zagreb, Croatia.ORCID 0000-0002-0552-8264
Tatjana Vilibić-ČavlekDepartment of Virology, Croatian Institute of Public Health, 10000 Zagreb, Croatia.ORCID 0000-0002-1877-5547

Funding

Next Generation EU project supported by the Ministry of Science and Education of the Republic of Croatia, Croatian Veterinary Institute NPOO1Next Generation EU project supported by the Ministry of Science and Education of the Republic of Croatia, School of Medicine, University of Zagreb NPOO 10106-25-2649
6 · The paper itself

Abstract

Weather conditions, especially temperature, rainfall, and humidity, affect the transmission and spread of West Nile virus (WNV). This study investigated the effects of weather patterns on WNV activity in Croatia using climatological, equine seroprevalence, and human case data collected in two endemic continental Croatian regions with high WNV activity from 2015 to 2024. Overall equine WNV IgG prevalence was significantly higher in East Croatia (30.34%) than in Central Croatia (10.90%) and increased over time in both regions with a similar temporal pattern, indicating a shared upward trend in viral circulation. Higher equine seroprevalence was observed in areas with confirmed recent equine infections (IgM positive) within the same transmission season. In addition, human cases and recent equine infections were significantly associated with higher equine seroprevalence in the following season, with increases of 4% and 7%, respectively. In contrast to precipitation and humidity, temperature was significantly associated with human WNV cases, whereas no comparable effect was found in horses. Temperatures in February, April, May, and October emerged as key predictors, and the model including mean April and May temperatures showed the best predictive performance for human WNV cases, further supported by analysis of the epidemic year 2018. However, when 2018 was excluded, the effects of temperature remained significant only for May and July, with increased May temperatures emerging as the most important predictor of WNV activity in the upcoming transmission season.

Indexed as

Disease OutbreaksHorse DiseasesTemperatureWest Nile FeverWest Nile virusAnimalsAntibodies, ViralCroatiaEndemic DiseasesHorsesHumansImmunoglobulin GMosquito-Borne DiseasesSeasonsSeroepidemiologic StudiesAntibodies, ViralImmunoglobulin GclimateCroatiahorseshumansseroprevalenceWest Nile virus

Identifiers

PMID42198635
PMCPMC13209223

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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.