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评估多种机制导致泰国登革热病例年龄增加的作用。

Assessing the role of multiple mechanisms increasing the age of dengue cases in Thailand.

机构信息

Department of Biology, University of Florida, Gainesville, FL 32611.

Department of Virology, Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand 10400.

出版信息

Proc Natl Acad Sci U S A. 2022 May 17;119(20):e2115790119. doi: 10.1073/pnas.2115790119. Epub 2022 May 9.

DOI:10.1073/pnas.2115790119
PMID:35533273
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9171776/
Abstract

The mean age of dengue hemorrhagic fever (DHF) cases increased considerably in Thailand from 8.1 to 24.3 y between 1981 and 2017 (mean annual increase of 0.45 y). Alternative proposed explanations for this trend, such as changes in surveillance practices, reduced mosquito–human contact, and shifts in population demographics, have different implications for global dengue epidemiology. To evaluate the contribution of each of these hypothesized mechanisms to the observed data, we developed 20 nested epidemiological models of dengue virus infection, allowing for variation over time in population demographics, infection hazards, and reporting rates. We also quantified the effect of removing or retaining each source of variation in simulations of the age trajectory. Shifts in the age structure of susceptibility explained 58% of the observed change in age. Adding heterogeneous reporting by age and reductions in per-serotype infection hazard to models with shifts in susceptibility explained an additional 42%. Reductions in infection hazards were mostly driven by changes in the number of infectious individuals at any time (another consequence of shifting age demographics) rather than changes in the transmissibility of individual infections. We conclude that the demographic transition drives the overwhelming majority of the observed change as it changes both the age structure of susceptibility and the number of infectious individuals. With the projected Thai population age structure, our results suggest a continuing increase in age of DHF cases, shifting the burden toward individuals with more comorbidity. These insights into dengue epidemiology may be relevant to many regions of the globe currently undergoing comparable changes in population demographics.

摘要

1981 年至 2017 年间,泰国登革出血热(DHF)病例的平均年龄从 8.1 岁增加到 24.3 岁(平均每年增加 0.45 岁)。对于这种趋势,有人提出了其他解释,例如监测方法的改变、减少蚊虫与人的接触以及人口结构的变化等,但这些解释对全球登革热流行病学具有不同的影响。为了评估这些假设机制对观察数据的贡献,我们开发了 20 个嵌套的登革病毒感染流行病学模型,允许人口结构、感染风险和报告率随时间变化。我们还通过模拟年龄轨迹,量化了去除或保留每个变化源对年龄变化的影响。易感性年龄结构的变化解释了观察到的年龄变化的 58%。在具有易感性变化的模型中,通过年龄进行异质报告和降低每种血清型的感染风险,又解释了另外 42%的变化。感染风险的降低主要是由于任何时候具有传染性的个体数量的变化(易感性年龄结构变化的另一个后果),而不是个体感染的传染性变化。我们得出的结论是,人口结构的转变是观察到的变化的主要驱动力,因为它改变了易感性的年龄结构和具有传染性的个体数量。根据预测的泰国人口结构,我们的研究结果表明,DHF 病例的年龄将继续增加,使更多患有合并症的个体面临更大的负担。这些关于登革热流行病学的见解可能与目前正在经历人口结构类似变化的全球许多地区有关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8952/9171776/9acd112bd0bb/pnas.2115790119fig05.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8952/9171776/e03cff86dad9/pnas.2115790119fig01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8952/9171776/5397c1937179/pnas.2115790119fig02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8952/9171776/32fd93565c8a/pnas.2115790119fig03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8952/9171776/b62b958c8cfc/pnas.2115790119fig04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8952/9171776/9acd112bd0bb/pnas.2115790119fig05.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8952/9171776/e03cff86dad9/pnas.2115790119fig01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8952/9171776/5397c1937179/pnas.2115790119fig02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8952/9171776/32fd93565c8a/pnas.2115790119fig03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8952/9171776/b62b958c8cfc/pnas.2115790119fig04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8952/9171776/9acd112bd0bb/pnas.2115790119fig05.jpg

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