Temporal and age-structured analysis of Mpox spread in the 2022 Global outbreak: data-assimilation insights for epidemic control.

IF 5.5 1区 医学
Tao Li, Xiaohao Guo, Xiaoli Wang, Tianmu Chen
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引用次数: 0

Abstract

Background: The global outbreak of mpox that began in 2022 caused sustained human-to-human transmission and demonstrates distinct epidemiological characteristics compared to previous outbreaks. Our aim is to quantify temporal variation of mpox transmissibility within or between age groups and evaluate the effectiveness of interventions in real time.

Methods: The data used in this study is sourced from publicly available mpox confirmed cases data provided by WHO. We divided population into four age groups and constructed a transmission dynamics model with age structure of the population. And we estimated the transmissibilities of the monkeypox virus within or between age groups in real time by assimilation of global surveillance data from WHO, and performed intervention simulations in different scenarios we set up.

Results: The effective reproduction number of mpox in the 18-44 age group is significantly higher than in other age groups, and it initially experiences a rapid increase, enters a phase of steady decrease after reaching a certain point [ R 22 = 1.33 , 95% credible interval (CrI): 1.10-1.56]. Earlier implementation of interventions yields both superior effectiveness and greater cost-efficiency. Emergency vaccination for whole population initiated on June 15, 2022 reduced cumulative infections by 67.43% (95% CrI: 62.15-72.71) at only 40% coverage, whereas vaccination starting August 1, 2022 achieved only 47.86% (95% CrI: 42.70-53.01) reduction at 90% coverage. And high-risk-targeted and population-wide interventions showed limited effectiveness differences. Case management (3-day mean infectious period) initiated on July 15 achieved cumulative infection reductions of 59.84% (95% CrI: 54.28-65.40) when targeting the whole population, compared to 56.80% (95% CrI: 49.24-64.35) reduction when targeting only high-risk groups (aged 18-44 years).

Conclusions: The transmissibility of mpox within the 18-44 age group follows a distinct pattern of rapid growth-slow decline not observed to the same extent in other age groups. Real-time estimation of mpox transmissibility within or between age groups helps us to understand the dynamic process of mpox interpersonal transmission better and evaluate the effect of various interventions in real world more promptly.

2022年全球疫情中m痘传播的时间和年龄结构分析:流行病控制的数据同化见解
背景:始于2022年的全球麻疹疫情造成了持续的人际传播,与以前的疫情相比显示出明显的流行病学特征。我们的目的是量化年龄组内或年龄组之间m痘传播率的时间变化,并实时评估干预措施的有效性。方法:本研究使用的数据来自世卫组织提供的公开可用的m痘确诊病例数据。我们将人口分为4个年龄组,并构建了人口年龄结构的传播动力学模型。我们通过同化世界卫生组织的全球监测数据,实时估计猴痘病毒在年龄组内或年龄组之间的传播,并在我们设置的不同场景中进行干预模拟。结果:18 ~ 44岁年龄组m痘有效繁殖数明显高于其他年龄组,最初呈快速上升趋势,达到一定程度后进入稳定下降阶段[R 22 = 1.33, 95%可信区间(CrI): 1.10 ~ 1.56]。尽早实施干预措施既能产生更好的效果,又能提高成本效益。2022年6月15日启动的全民紧急疫苗接种仅在40%的覆盖率下减少了67.43% (95% CrI: 62.15-72.71)的累积感染,而从2022年8月1日开始的疫苗接种仅在90%的覆盖率下减少了47.86% (95% CrI: 42.70-53.01)。针对高风险人群和人群的干预措施显示出有限的有效性差异。7月15日开始的病例管理(3天平均感染期)在针对全体人群时实现了59.84% (95% CrI: 54.28-65.40)的累积感染减少,而仅针对高危人群(18-44岁)时实现了56.80% (95% CrI: 49.24-64.35)的累积感染减少。结论:在18-44岁年龄组中,m痘的传播率遵循一个明显的快速增长-缓慢下降的模式,而在其他年龄组中没有观察到相同程度。实时估计年龄组内或年龄组间的m痘传播率有助于我们更好地了解m痘人际传播的动态过程,更及时地评估现实世界中各种干预措施的效果。
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来源期刊
Infectious Diseases of Poverty
Infectious Diseases of Poverty INFECTIOUS DISEASES-
自引率
1.20%
发文量
368
期刊介绍: Infectious Diseases of Poverty is an open access, peer-reviewed journal that focuses on addressing essential public health questions related to infectious diseases of poverty. The journal covers a wide range of topics including the biology of pathogens and vectors, diagnosis and detection, treatment and case management, epidemiology and modeling, zoonotic hosts and animal reservoirs, control strategies and implementation, new technologies and application. It also considers the transdisciplinary or multisectoral effects on health systems, ecohealth, environmental management, and innovative technology. The journal aims to identify and assess research and information gaps that hinder progress towards new interventions for public health problems in the developing world. Additionally, it provides a platform for discussing these issues to advance research and evidence building for improved public health interventions in poor settings.
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