Evidence map›Paper›PMID 33964237›Full record

ArticleThe Lancet. Planetary health2021

Identifying urban hotspots of dengue, chikungunya, and Zika transmission in Mexico to support risk stratification efforts: a spatial analysis.

Felipe Dzul-Manzanilla, Fabián Correa-Morales, Azael Che-Mendoza, Jorge Palacio-Vargas, Gustavo Sánchez-Tejeda, Jesus F González-Roldan, Hugo López-Gatell, Adriana E Flores-Suárez, Hector Gómez-Dantes, Giovanini E Coelho and 5 more

Registry-linked trialAbstract read
In one paragraph

Article in The Lancet. Planetary health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04343521 (Quantifying the Epidemiological Impact of Targeted Indoor Residual Spraying on Aedes-borne Diseases), which is not on this map. Cited by 44 papers.

0numbers the graph read from it
0cells of the map it votes in
44citing 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.

NCT04343521 nacompletednot on this map

Quantifying the Epidemiological Impact of Targeted Indoor Residual Spraying on Aedes-borne Diseases

TypeinterventionalSponsorEmory UniversityRan2020 to 2024Enrolled4,461ConditionsAedes-borne Diseases, Dengue, Chikungunya, ZikaArmsTargeted Indoor Residual Spraying (TIRS)
3 · Its place in the literature

Who cites it

44 citing papers in PubMed.

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  4. Article
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  8. Entomo-Molecular and Epidemiological Survey of Arboviruses inResearch and reports in tropical medicine · 2026
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  9. Review
  10. Observational
  11. Article
  12. Review
  13. Article
  14. Review
  15. Effect of Socioeconomic Strata and Land Cover on Dengue Hotspots in Medellin, Colombia.The American journal of tropical medicine and hygiene · 2025
    Article
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  18. Observational
  19. Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors.

Felipe Dzul-ManzanillaCentro Nacional de Programas Preventivos y Control de Enfermedades (CENAPRECE), Ministry of Health, Mexico.
Fabián Correa-MoralesCentro Nacional de Programas Preventivos y Control de Enfermedades (CENAPRECE), Ministry of Health, Mexico.
Azael Che-MendozaCollaborative Unit for Entomological Bioassays (UCBE), Campus de Ciencias Biologicas y Agropecuarias, Universidad Autonoma de Yucatan, Merida, Yucatan, Mexico.
Jorge Palacio-VargasServicios de Salud de Yucatan, Merida, Yucatan.
Gustavo Sánchez-TejedaCentro Nacional de Programas Preventivos y Control de Enfermedades (CENAPRECE), Ministry of Health, Mexico.
Jesus F González-RoldanSociedad Mexicana de Salud Publica, Mexico City, Mexico.
Hugo López-GatellSubsecretaria de Prevencion y Promocion de la Salud, Mexico City, Mexico.
Adriana E Flores-SuárezFacultad de Ciencias Biologicas Universidad Autónoma de Nuevo Leon, San Nicolas de los Garza, Nuevo Leon, Mexico.
Hector Gómez-DantesHealth Systems Research Center, National Institute of Public Health, Cuernavaca, Mexico.
Giovanini E CoelhoPan American Health Organization (PAHO), Department of Communicable Diseases and Environmental Determinants of Health, Washington DC, USA.
Haroldo S da Silva BezerraPan American Health Organization (PAHO), Department of Communicable Diseases and Environmental Determinants of Health, Washington DC, USA.
Norma Pavia-RuzCentro de Investigaciones Regionales Hideyo Noguchi, Universidad Autonoma de Yucatan, Merida, Yucatan, Mexico.
Audrey LenhartCenters for Disease Control and Prevention, Atlanta, GA, USA.
Pablo Manrique-SaideCollaborative Unit for Entomological Bioassays (UCBE), Campus de Ciencias Biologicas y Agropecuarias, Universidad Autonoma de Yucatan, Merida, Yucatan, Mexico.
Gonzalo M Vazquez-ProkopecDepartment of Environmental Sciences, Emory University, Atlanta, GA, USA. Electronic address: gmvazqu@emory.edu.

Funding

Quanitifying the Epidemiological Impact of Targeted Indoor Residual Spraying on Aedes-borne DiseasesU01AI148069 · NIAID · EMORY UNIVERSITY · PI VAZQUEZ PROKOPEC, GONZALO MARTIN · 2020 to 2024
$6.4M
CIHRNIAID NIH HHS U01 AI148069World Health Organization 001
6 · The paper itself

Abstract

backgroundEffective Aedes aegypti control is limited, in part, by the difficulty in achieving sufficient intervention coverage. To maximise the effect of vector control, areas with persistently high numbers of Aedes-borne disease cases could be identified and prioritised for preventive interventions. We aimed to identify persistent Aedes-borne disease hotspots in cities across southern Mexico.

methodsIn this spatial analysis, geocoded cases of dengue, chikungunya, and Zika from nine endemic Mexican cities were aggregated at the census-tract level. We included cities that were located in southern Mexico (the arbovirus endemic region of Mexico), with a high burden of dengue cases (ie, more than 5000 cases reported during a 10-year period), and listed as high priority for the Mexican dengue control and prevention programme. The Getis-Ord Gi*(d) statistic was applied to yearly slices of the dataset to identify spatial hotspots of each disease in each city. We used Kendall's W coefficient to quantify the agreement in the distribution of each virus.

findings128 507 dengue, 4752 chikungunya and 25 755 Zika clinical cases were reported between Jan 1, 2008, and Dec 31, 2016. All cities showed evidence of transmission heterogeneity, with a mean of 17·6% (SD 4·7) of their total area identified as persistent disease hotspots. Hotspots accounted for 25·6% (SD 9·7; range 12·8-43·0) of the population and 32·1% (10·5; 19·6-50·5) of all Aedes-borne disease cases reported. We found an overlap between hotspots of 61·7% for dengue and Zika and 53·3% for dengue and chikungunya. Dengue hotspots in 2008-16 were significantly associated with dengue hotspots detected during 2017-20 in five of the nine cities. Heads of vector control confirmed hotspot areas as problem zones for arbovirus transmission.

interpretationThis study provides evidence of the overlap of Aedes-borne diseases within geographical hotspots and a methodological framework for the stratification of arbovirus transmission risk within urban areas, which can guide the implementation of surveillance and vector control.

fundingUSAID, the US Centers for Disease Control and Prevention, the Canadian Institutes of Health Research, International Development Research Centre, Fondo Mixto CONACyT (Mexico)-Gobierno del Estado de Yucatan, and the US National Institutes of Health. TRANSLATION: For the Spanish translation of the abstract see Supplementary Materials section.

Indexed as

Chikungunya FeverDengueZika VirusZika Virus InfectionCanadaHumansMexicoMosquito VectorsRisk AssessmentSpatial Analysis

Identifiers

PMID33964237
PMCPMC8114339

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LicenceCC BY
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Registered trials

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.