Evidence map›Paper›PMID 39190356›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2024

Climate, demography, immunology, and virology combine to drive two decades of dengue virus dynamics in Cambodia.

Cara E Brook, Carly Rozins, Jennifer A Bohl, Vida Ahyong, Sophana Chea, Liz Fahsbender, Rekol Huy, Sreyngim Lay, Rithea Leang, Yimei Li and 13 more

Erratum issuedAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

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

  1. Pooled it
  2. Article
  3. Article
  4. Dengue and severe dengue.Clinical microbiology reviews · 2025
    Review
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Climate, demography, immunology, and virology combine to drive two decades of dengue virus dynamics in Cambodia.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

23 authors.

Cara E BrookDepartment of Ecology and Evolution, University of Chicago, Chicago, IL 60637.ORCID 0000-0003-4276-073X
Carly RozinsDepartment of Science, Technology, and Society, York University, Toronto, ON M3J 1P3, Canada.ORCID 0000-0003-1503-4871
Jennifer A BohlLaboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, NIH, Rockville, MD 20892.
Vida AhyongChan Zuckerberg Biohub, San Francisco, CA 94158.
Sophana CheaInternational Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, NIH, Phnom Penh 120801, Cambodia.ORCID 0000-0003-3187-3691
Liz FahsbenderChan Zuckerberg Initiative, Redwood City, CA 94063.
Rekol HuyNational Center for Parasitology, Entomology, and Malaria Control, Phnom Penh 120801, Cambodia.
Sreyngim LayInternational Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, NIH, Phnom Penh 120801, Cambodia.
Rithea LeangNational Center for Parasitology, Entomology, and Malaria Control, Phnom Penh 120801, Cambodia.
Yimei LiDepartment of Ecology and Evolution, University of Chicago, Chicago, IL 60637.
Chanthap LonInternational Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, NIH, Phnom Penh 120801, Cambodia.ORCID 0000-0003-4901-5003
Somnang ManInternational Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, NIH, Phnom Penh 120801, Cambodia.
Mengheng OumInternational Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, NIH, Phnom Penh 120801, Cambodia.
Graham R NorthrupCenter for Computational Biology, University of California, Berkeley, CA 94720.
Fabiano OliveiraLaboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, NIH, Rockville, MD 20892.ORCID 0000-0002-7924-8038
Andrea R PachecoInternational Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, NIH, Phnom Penh 120801, Cambodia.
Daniel M ParkerDepartment of Population Health and Disease Prevention, University of California, Irvine, CA 92697.
Katherine YoungDepartment of Biological Sciences, University of Texas, El Paso, TX 79968.
Michael BootsDepartment of Integrative Biology, University of California, Berkeley, CA 94720.ORCID 0000-0003-3763-6136
Cristina M TatoChan Zuckerberg Biohub, San Francisco, CA 94158.ORCID 0000-0002-0614-756X
Joseph L DeRisiChan Zuckerberg Biohub, San Francisco, CA 94158.ORCID 0000-0002-4611-9205
Christina YekLaboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, NIH, Rockville, MD 20892.ORCID 0000-0001-8293-3901
Jessica E ManningLaboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, NIH, Rockville, MD 20892.

Funding

Bill and Melinda Gates Foundation (GF) OPP1211806Bill and Melinda Gates Foundation (GF) OPP1211841Chan Zuckerberg Biohub NA
6 · The paper itself

Abstract

The incidence of dengue virus disease has increased globally across the past half-century, with highest number of cases ever reported in 2019 and again in 2023. We analyzed climatological, epidemiological, and phylogenomic data to investigate drivers of two decades of dengue in Cambodia, an understudied endemic setting. Using epidemiological models fit to a 19-y dataset, we first demonstrate that climate-driven transmission alone is insufficient to explain three epidemics across the time series. We then use wavelet decomposition to highlight enhanced annual and multiannual synchronicity in dengue cycles between provinces in epidemic years, suggesting a role for climate in homogenizing dynamics across space and time. Assuming reported cases correspond to symptomatic secondary infections, we next use an age-structured catalytic model to estimate a declining force of infection for dengue through time, which elevates the mean age of reported cases in Cambodia. Reported cases in >70-y-old individuals in the 2019 epidemic are best explained when also allowing for waning multitypic immunity and repeat symptomatic infections in older patients. We support this work with phylogenetic analysis of 192 dengue virus (DENV) genomes that we sequenced between 2019 and 2022, which document emergence of DENV-2 Cosmopolitan Genotype-II into Cambodia. This lineage demonstrates phylogenetic homogeneity across wide geographic areas, consistent with invasion behavior and in contrast to high phylogenetic diversity exhibited by endemic DENV-1. Finally, we simulate an age-structured, mechanistic model of dengue dynamics to demonstrate how expansion of an antigenically distinct lineage that evades preexisting multitypic immunity effectively reproduces the older-age infections witnessed in our data.

Indexed as

DengueDengue VirusPhylogenyCambodiaClimateDemographyHumansIncidencearbovirusdengueforce of infectiongenomic epidemiologywavelet decomposition

Identifiers

PMID39190356
PMCPMC11388344

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.