Evidence map›Paper›PMID 30995228›Full record

ArticlePLoS neglected tropical diseases2019

Geographic shifts in Aedes aegypti habitat suitability in Ecuador using larval surveillance data and ecological niche modeling: Implications of climate change for public health vector control.

Catherine A Lippi, Anna M Stewart-Ibarra, M E Franklin Bajaña Loor, Jose E Dueñas Zambrano, Nelson A Espinoza Lopez, Jason K Blackburn, Sadie J Ryan

Abstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 1 pooled it
–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

30 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  15. Gaps in modelling animal migration with evolutionary game theory: infection can favour the loss of migration.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2023
    Article
  16. Rapid range shifts in AfricanBiology letters · 2023
    Article
  17. Article
  18. Dengue Epidemiology in Qatar from 2013-2021: A Retrospective Study.Tropical medicine and infectious disease · 2022
    Article
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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.

Catherine A LippiQuantitative Disease Ecology and Conservation (QDEC) Lab Group, Department of Geography, University of Florida, Gainesville, Florida, United States of America.
Anna M Stewart-IbarraInstitute for Global Health and Translational Science, Upstate Medical University, Syracuse, New York, United States of America.
M E Franklin Bajaña LoorMinisterio de Salud Pública, Guayaquil, Ecuador.
Jose E Dueñas ZambranoMinisterio de Salud Pública, Guayaquil, Ecuador.
Nelson A Espinoza LopezMinisterio de Salud Pública, Guayaquil, Ecuador.
Jason K BlackburnEmerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America.
Sadie J RyanQuantitative Disease Ecology and Conservation (QDEC) Lab Group, Department of Geography, University of Florida, Gainesville, Florida, United States of America.ORCID 0000-0002-4308-6321

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Arboviral disease transmission by Aedes mosquitoes poses a major challenge to public health systems in Ecuador, where constraints on health services and resource allocation call for spatially informed management decisions. Employing a unique dataset of larval occurrence records provided by the Ecuadorian Ministry of Health, we used ecological niche models (ENMs) to estimate the current geographic distribution of Aedes aegypti in Ecuador, using mosquito presence as a proxy for risk of disease transmission. ENMs built with the Genetic Algorithm for Rule-Set Production (GARP) algorithm and a suite of environmental variables were assessed for agreement and accuracy. The top model of larval mosquito presence was projected to the year 2050 under various combinations of greenhouse gas emissions scenarios and models of climate change. Under current climatic conditions, larval mosquitoes were not predicted in areas of high elevation in Ecuador, such as the Andes mountain range, as well as the eastern portion of the Amazon basin. However, all models projected to scenarios of future climate change demonstrated potential shifts in mosquito distribution, wherein range contractions were seen throughout most of eastern Ecuador, and areas of transitional elevation became suitable for mosquito presence. Encroachment of Ae. aegypti into mountainous terrain was estimated to affect up to 4,215 km2 under the most extreme scenario of climate change, an area which would put over 12,000 people currently living in transitional areas at risk. This distributional shift into communities at higher elevations indicates an area of concern for public health agencies, as targeted interventions may be needed to protect vulnerable populations with limited prior exposure to mosquito-borne diseases. Ultimately, the results of this study serve as a tool for informing public health policy and mosquito abatement strategies in Ecuador.

Indexed as

Climate ChangeEcosystemModels, BiologicalAedesAnimalsArbovirusesEcuadorLarvaMosquito Vectors

Identifiers

PMID30995228
PMCPMC6488096

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.