Evidence map›Paper›PMID 42184028›Full record

ArticleActa parasitologica2026

Phylogeography and Climate-Driven Distribution of Culex tarsalis (Diptera: Culicidae): Implications for the Global Spread of West Nile Virus.

Juan José Trujillo-González, Estefanía Mejía-Jurado, Gian Carlo García-Escobar, Oscar Alexander Aguirre-Obando

Abstract read
PubMed Publisher
In one paragraph

Article in Acta parasitologica, 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

4 authors.

Juan José Trujillo-GonzálezFacultad de Ciencias Básicas y Tecnologías, Escuela de Investigación en Biomatemática, Universidad del Quindío, Carrera 15 Calle 12 Norte, Armenia, Colombia.ORCID http://orcid.org/0009-0001-9386-8735
Estefanía Mejía-JuradoFacultad de Ciencias Básicas y Tecnologías, Escuela de Investigación en Biomatemática, Universidad del Quindío, Carrera 15 Calle 12 Norte, Armenia, Colombia.ORCID http://orcid.org/0000-0003-3105-5998
Gian Carlo García-EscobarFacultad de Ciencias Básicas y Tecnologías, Escuela de Investigación en Biomatemática, Universidad del Quindío, Carrera 15 Calle 12 Norte, Armenia, Colombia.ORCID http://orcid.org/0000-0002-4935-4761
Oscar Alexander Aguirre-ObandoFacultad de Ciencias Básicas y Tecnologías, Escuela de Investigación en Biomatemática, Universidad del Quindío, Carrera 15 Calle 12 Norte, Armenia, Colombia. oscaraguirre@uniquindio.edu.co.ORCID http://orcid.org/0000-0003-2480-7004

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo evaluate mitochondrial genetic diversity, exploratory phylogeographic structure, and the current and future climatic suitability of Culex tarsalis. MATERIALS AND

methodsWe analyzed 406 COI sequences (475 bp) to estimate haplotype diversity (Hd), nucleotide diversity (π), and neutrality (Tajima's D). Given the use of a single mitochondrial locus, population structure analyses (STRUCTURE and DAPC) were treated as exploratory assessments of haplotype frequency patterns rather than inferential population genetic models. Ecological niche models (MaxEnt) were used to estimate current and future climatic suitability under multiple climate scenarios.

resultsA total of 120 haplotypes were identified, with higher diversity observed in the United States. However, strong geographic sampling imbalance limits direct comparisons among countries. Negative Tajima's D values were consistent with demographic expansion or purifying selection. Exploratory clustering suggested geographic structuring of mitochondrial haplotypes, although this pattern should be interpreted cautiously due to marker and sampling limitations. Ecological niche models indicated high suitability across North America and predicted broader potential suitability across temperate and arid regions globally. Future projections suggested a latitudinal shift and moderate expansion of suitable areas under high-emission scenarios.

conclusionC. tarsalis exhibits geographically structured mitochondrial variation and broad climatic suitability, but inference of population structure and dispersal processes is constrained by the use of a single marker and uneven sampling. These results highlight the importance of integrating genomic data and surveillance frameworks to assess future invasion risks.

Indexed as

ClimateCulexGenetic VariationWest Nile FeverWest Nile virusAnimalsDNA, MitochondrialHaplotypesPhylogeographyDNA, MitochondrialBiogeographyEcological niche modelingGenetic diversityPhylogeographyWest Nile virus

Identifiers

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.