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.
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.
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Who cites it
10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Battling dengue in a warming world: How climate and urbanization shape transmission in low- and middle-income countries (a rapid review).PLoS neglected tropical diseases · 2026Pooled it
- Global, Regional, and National Burden of Malaria and Dengue from 1992 to 2021, with Projections to 2036: An Age-Period-Cohort Analysis.Tropical medicine and infectious disease · 2026Article
- Dengue virus at the landscape scale in Cambodia: Linking climate and land use dynamics with Dengue ecology in Southeast Asia.Research square · 2026Article
- Dengue and severe dengue.Clinical microbiology reviews · 2025Review
- Climate variation and serotype competition drive dengue outbreak dynamics in Singapore.Nature communications · 2025Article
- Multi-model approach to understand and predict past and future dengue epidemic dynamics.Royal Society open science · 2025Article
- Spatio-temporal distribution and environmental determinants of dengue vectors in Phnom Penh, Cambodia.PLoS neglected tropical diseases · 2025Article
- Seroprevalence of Dengue, Zika, and Chikungunya Viruses in Humans and Colocated Macaques in Thailand and Cambodia.The Journal of infectious diseases · 2025Article
- Molecular Epidemiology of Dengue Viruses in Lao People's Democratic Republic, 2020-2023.Microorganisms · 2025Article
- 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 · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
23 authors.
Funding
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.
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