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阿富汗克里米亚-刚果出血热病毒的传播动力学和疫苗接种策略:建模研究。

Transmission dynamics and vaccination strategies for Crimean-Congo haemorrhagic fever virus in Afghanistan: A modelling study.

机构信息

Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, United Kingdom.

Department of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, United Kingdom.

出版信息

PLoS Negl Trop Dis. 2022 May 23;16(5):e0010454. doi: 10.1371/journal.pntd.0010454. eCollection 2022 May.

Abstract

BACKGROUND

Crimean-Congo haemorrhagic fever virus (CCHFV) is a highly pathogenic virus for which a safe and effective vaccine is not yet available, despite being considered a priority emerging pathogen. Understanding transmission patterns and the use of potential effective vaccines are central elements of the future plan against this infection.

METHODS

We developed a series of models of transmission amongst livestock, and spillover infection into humans. We use real-world human and animal data from a CCHFV endemic area in Afghanistan (Herat) to calibrate our models. We assess the value of environmental drivers as proxy indicators of vector activity, and select the best model using deviance information criteria. Finally we assess the impact of vaccination by simulating campaigns targeted to humans or livestock, and to high-risk subpopulations (i.e, farmers).

FINDINGS

Saturation deficit is the indicator that better explains tick activity trends in Herat. Recent increments in reported CCHFV cases in this area are more likely explained by increased surveillance capacity instead of changes in the background transmission dynamics. Modelling suggests that clinical cases only represent 31% (95% CrI 28%-33%) of total infections in this area. Vaccination campaigns targeting humans would result in a much larger impact than livestock vaccination (266 vs 31 clinical cases averted respectively) and a more efficient option when assessed in courses per case averted (35 vs 431 respectively). Targeted vaccination of farmers is impactful and more efficient, resulting in 19 courses per case averted (95% CrI 7-62) compared to targeting the general population (35 courses 95% CrI 16-107).

CONCLUSIONS

CCHFV is endemic in Herat, and transmission cycles are well predicted by environmental drivers like saturation deficit. Vaccinating humans is likely to be more efficient and impactful than animals, and importantly targeted interventions to high risk groups like farmers can offer a more efficient approach to vaccine roll-out.

摘要

背景

克里米亚-刚果出血热病毒(CCHFV)是一种高致病性病毒,尽管被认为是一种优先出现的病原体,但目前尚无安全有效的疫苗。了解传播模式和使用潜在有效的疫苗是针对这种感染的未来计划的核心要素。

方法

我们开发了一系列牲畜之间的传播模型,以及溢出感染人类的模型。我们利用来自阿富汗(赫拉特)一个 CCHFV 流行地区的真实人类和动物数据来校准我们的模型。我们评估环境驱动因素作为媒介活动的替代指标的价值,并使用偏差信息准则选择最佳模型。最后,我们通过模拟针对人类或牲畜以及高危亚人群(即农民)的疫苗接种活动来评估疫苗接种的影响。

发现

饱和度不足是更好地解释赫拉特地区蜱活动趋势的指标。该地区报告的 CCHFV 病例最近增加,更可能是由于监测能力的提高,而不是背景传播动态的变化。建模表明,临床病例仅占该地区总感染人数的 31%(95%CrI 28%-33%)。针对人类的疫苗接种活动将产生比牲畜疫苗接种更大的影响(分别避免 266 例和 31 例临床病例),并且在每例病例避免的课程数(分别为 35 例和 431 例)方面更有效。针对农民的有针对性疫苗接种具有影响力且更有效,每例病例避免的课程数为 19 次(95%CrI 7-62),而针对普通人群的则为 35 次(95%CrI 16-107)。

结论

CCHFV 在赫拉特流行,环境驱动因素(如饱和度不足)很好地预测了传播周期。接种人类疫苗可能比接种动物疫苗更有效和更有影响力,而且针对农民等高风险群体的有针对性干预措施可能是疫苗接种的更有效方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa0f/9166359/4bb97a9d98e1/pntd.0010454.g001.jpg

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