Evidence map›Paper›PMID 42471319›Full record

ArticleScientific reports2026

Incorporating vertical transmission into mechanistic modeling of West Nile virus for optimized control in Germany.

Oliver Chinonso Mbaoma, Stephanie Margarete Thomas, Beierkuhnlein Carl

Abstract read
In one paragraph

Article in Scientific reports, 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

3 authors.

Oliver Chinonso MbaomaDepartment of Biogeography, University of Bayreuth, Germany, Bayreuth, Germany. Oliver.mbaoma@uni-bayreuth.de.
Stephanie Margarete ThomasDepartment of Biogeography, University of Bayreuth, Germany, Bayreuth, Germany.
Beierkuhnlein CarlDepartment of Biogeography, University of Bayreuth, Germany, Bayreuth, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

West Nile virus is an arbovirus transmitted by infected Culex mosquitoes to birds, horses, and humans. Since its first recorded case in Germany in 2018, WNV has been endemic in several parts of Germany. Globalization, ecosystem modification and climate change have been identified as significant drivers of the arbovirus spread. However, vertical transmission of pathogens from adult female to their progeny might alter the transmission dynamics. In this study, we designed a process-based epidemic model incorporating climatic variables and epidemiological parameters that replicated mosquito populations and pathogen transmission between mosquito vectors and hosts, explicitly accounting for the role of vertical transmission. In addition, we evaluated the efficiency of biological, chemical, and mechanical strategies for mosquito population control. Our findings revealed that while vertical transmission marginally influenced West Nile virus transmission, the impact was more pronounced in endemic regions, signaling a relationship between vertical transmission and West Nile virus persistence. Among control methods implemented, the biological control method performed optimally and emerged as the preferred method over mechanical and chemical methods, respectively. This model provides an understanding on the impact of vertical transmission in mosquito-borne disease epidemiology and provides insights into the efficiency of mosquito control strategies which would support optimized implementation of mosquito management programs.

Indexed as

CulexInfectious Disease Transmission, VerticalMosquito ControlMosquito VectorsWest Nile FeverWest Nile virusAnimalsFemaleGermanyHumansMosquito-Borne DiseasesEpidemic modelMosquito-borne diseaseMosquito controlProcess-based modelVertical transmissionWest Nile virus

Identifiers

PMID42471319
PMCPMC13380618

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.