Evidence map›Paper›PMID 41248194›Full record

ArticlePLoS neglected tropical diseases2025

Modelling tick abundance and environmental suitability in meso-Mediterranean landscapes for the prevention of tick-borne diseases.

Sara Baz-Flores, Alfonso Peralbo-Moreno, Cesar Herraiz, Raúl Cuadrado-Matías, Isabel G Fernández de Mera, Francisco Ruiz-Fons

Abstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2025. 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.

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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

6 authors.

Sara Baz-FloresSaBio Group, IREC (UCLM-CSIC-JCCM), Ciudad Real, Spain.ORCID 0000-0002-8588-8592
Alfonso Peralbo-MorenoSaBio Group, IREC (UCLM-CSIC-JCCM), Ciudad Real, Spain.
Cesar HerraizSaBio Group, IREC (UCLM-CSIC-JCCM), Ciudad Real, Spain.
Raúl Cuadrado-MatíasSaBio Group, IREC (UCLM-CSIC-JCCM), Ciudad Real, Spain.
Isabel G Fernández de MeraSaBio Group, IREC (UCLM-CSIC-JCCM), Ciudad Real, Spain.
Francisco Ruiz-FonsSaBio Group, IREC (UCLM-CSIC-JCCM), Ciudad Real, Spain.ORCID 0000-0002-0820-5292

Funding

EU Regional Development Fund (EU-RDF)Regional Government of Castilla-La Mancha and the EU European Social Fund (EU-ESF)Spanish Ministry for the Science and InnovationSpanish Research AgencyUniversity of Castilla-La Mancha (UCLM)
6 · The paper itself

Abstract

Ticks are ectoparasites of high sanitary relevance because they host and transmit a multitude of pathogens to vertebrates. A comprehensive understanding of their distribution and abundance is essential for the implementation of effective measures to prevent tick-borne pathogen transmission and tick-borne disease occurrence. Therefore, this study aimed to identify the most environmentally suitable areas and the spatial variation in abundance of exophilic ticks in Castilla-La Mancha (CLM), a highly environmentally diverse meso-Mediterranean region in south-central Spain, where Crimean-Congo haemorrhagic fever is an emerging disease. For modelling tick questing abundance, we performed blanket dragging samplings in 20 sites of CLM from 2019 to 2022. For the environmental suitability modelling, the former survey was complemented with tick presence data from various sources. Along 513 blanket-dragging transects of 100 to 1,200 m long (median: 550 m), we collected 1,260 adult ticks of four species: Hyalomma lusitanicum, Rhipicephalus bursa, Dermacentor marginatus, and Haemaphysalis punctata. A specific questing abundance index that was estimated for each species and presence data at a 1x1km spatial scale was modelled using generalised linear mixed effects models and MaxEnt, respectively, with selected climatic and habitat variables. We observed that the relevant environmental predictors of tick abundance and suitability showed certain differences and similarities among species. However, in all cases, specific climatic and habitat factors were relevant predictors. The geographical patterns of abundance and suitability also differed among species, with D. marginatus and R. bursa showing more widespread patterns of both abundance and suitability. In contrast, H. lusitanicum displayed higher predicted abundance and environmental suitability in the west of the region, whereas eastern CLM was more suited for the presence and higher abundance of H. punctata. This study enhances our understanding of tick ecology in central Spain, offering critical insights for early warning systems and tick-borne disease prevention.

Indexed as

IxodidaeTick-Borne DiseasesTicksAnimalsEcosystemHumansMediterranean RegionSpain

Identifiers

PMID41248194
PMCPMC12671887

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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.