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

登革热 登革热病毒 人口学 爆发 系统发育树 进化生物学 生物 传输(电信) 病毒学 基因型 病毒系统动力学 流行病学 群体免疫 地理 动物 医学 遗传学 接种疫苗 电气工程 内科学 工程类 社会学 基因
作者
Cara E. Brook,Carly Rozins,Jennifer A. Bohl,Vida Ahyong,Sophana Chea,Liz Fahsbender,Rekol Huy,Sreyngim Lay,Rithea Leang,Yimei Li,Chanthap Lon,Somnang Man,Mengheng Oum,Graham R. Northrup,Fabiano Oliveira,Andrea R. Pacheco,Daniel M. Parker,Katherine I. Young,Mike Boots,Cristina M. Tato,Joseph L. DeRisi,Christina Yek,Jessica E. Manning
出处
期刊:Proceedings of the National Academy of Sciences of the United States of America [National Academy of Sciences]
卷期号:121 (36)
标识
DOI:10.1073/pnas.2318704121
摘要

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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