Department of Medicine, University of California, San Francisco, San Francisco, CA, USA.
Department of Virology, Armed Forces Research Institute of Medical Sciences, Bangkok, Thailand.
Nat Microbiol. 2024 Jan;9(1):274-283. doi: 10.1038/s41564-023-01543-3. Epub 2023 Dec 18.
Although it is known that household infections drive the transmission of dengue virus (DENV), it is unclear how household composition and the immune status of inhabitants affect the individual risk of infection. Most population-based studies to date have focused on paediatric cohorts because more severe forms of dengue mainly occur in children, and the role of adults in dengue transmission is understudied. Here we analysed data from a multigenerational cohort study of 470 households, comprising 2,860 individuals, in Kamphaeng Phet, Thailand, to evaluate risk factors for DENV infection. Using a gradient-boosted regression model trained on annual haemagglutination inhibition antibody titre inputs, we identified 1,049 infections, 90% of which were subclinical. By analysing imputed infections, we found that individual antibody titres, household composition and antibody titres of other members in the same household affect an individual's risk of DENV infection. Those individuals living in households with high average antibody titres, or households with more adults, had a reduced risk of infection. We propose that herd immunity to dengue acts at the household level and may provide insight into the drivers of the recent change in the shifting age distribution of dengue cases in Thailand.
尽管已知家庭感染是登革热病毒(DENV)传播的驱动因素,但家庭构成和居民的免疫状态如何影响个体感染风险尚不清楚。迄今为止,大多数基于人群的研究都集中在儿科队列上,因为登革热更严重的形式主要发生在儿童中,而成年人在登革热传播中的作用研究不足。在这里,我们分析了来自泰国甘烹碧府一个多代家庭队列研究的 470 户家庭、2860 名个体的数据,以评估 DENV 感染的危险因素。我们使用基于年度血凝抑制抗体滴度输入的梯度提升回归模型来识别 1049 例感染,其中 90%为亚临床感染。通过分析推断的感染,我们发现个体抗体滴度、家庭构成以及同一家庭其他成员的抗体滴度都会影响个体感染 DENV 的风险。那些生活在平均抗体滴度较高的家庭或有更多成年人的家庭,感染风险降低。我们提出,登革热的群体免疫作用于家庭层面,这可能有助于深入了解泰国登革热病例年龄分布转移的近期变化的驱动因素。