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基于触发机制的新西兰口蹄疫应急疫苗接种启动策略研究:一项模拟研究。

Investigations into a trigger-based approach for initiating emergency vaccination to augment stamping out of foot-and-mouth disease in New Zealand: a simulation study.

机构信息

AsureQuality Limited, Palmerston North, New Zealand.

Food Science and Risk Assessment Directorate, Ministry for Primary Industries, Wellington, New Zealand.

出版信息

N Z Vet J. 2021 Nov;69(6):313-326. doi: 10.1080/00480169.2021.1921069. Epub 2021 Jun 9.

Abstract

AIMS

To investigate an adaptive management approach to the deployment of emergency vaccination as an additional measure to stamping out (SO) during simulated outbreaks of foot-and-mouth disease (FMD) in New Zealand.

METHODS

A simulation modelling (n=6000 simulations) approach was used. The study population comprised all known farms in New Zealand with FMD-susceptible livestock. Each simulation started with infection seeded into a single randomly selected farm. Each outbreak was randomly assigned to one of four control strategies, comprising SO only; trigger-based vaccination (TRV) where SO was augmented with vaccination if an early decision indicator trigger operating between Days 11-35 of the response indicated a large outbreak was developing; SO plus vaccination started randomly on Days 11-35 of the response (VACr); and SO plus vaccination with a fixed start on Day 21 of the response (VACf). Other parameters, such as the number of personnel available were also varied randomly. Generalised additive models (GAM) were used to evaluate variables associated with the number of infected premises (IP) and epidemic duration.

RESULTS

The mean number of IP was 29 (median 9, min 1, max 757), while epidemics lasted on average 26.9 (median 18, min 1, max 220) days. These excluded 303 extreme outbreaks larger than the UK 2001 FMD epidemic (2,030 cases). Univariable analysis of the pooled vaccination results . SO, showed that vaccination significantly reduced the number of IP (p<0.001) and outbreak duration (p<0.001). GAM of large outbreaks revealed that only the TRV strategy was significantly protective compared to SO alone, reducing the odds of a large outbreak by 22% (OR=0.78; 95% CI=0.63-0.96). The number of veterinarians was non-linearly associated with large outbreaks, with low numbers increasing the odds of a large outbreak, but above 200 veterinarians, the odds reduced. Time to first detection was also non-linearly associated with large outbreaks, with detections <13 days protective and longer detection times increasing the odds of a large outbreak. GAM of long outbreaks showed similar findings, except that all three vaccination strategies significantly reduced duration. Overall, the TRV strategy resulted in the smallest and shortest epidemics.

CONCLUSIONS AND CLINICAL RELEVANCE

An adaptive management approach that deployed vaccination in response to a trigger when a large outbreak was developing outperformed SO and reduced the odds of large or long outbreaks more than the other two vaccination strategies, although the differences between the three vaccination strategies were statistically small. This study provides highly relevant insights into the dynamics of disease establishment and spread that will guide New Zealand's readiness for responding to highly infectious disease incursions such as FMD.

摘要

目的

研究一种自适应管理方法,即在新西兰模拟口蹄疫(FMD)爆发期间,作为扑灭(SO)的附加措施,部署紧急疫苗接种。

方法

采用模拟建模(n=6000 次模拟)方法。研究人群包括新西兰所有已知的易感 FMD 牲畜农场。每次模拟都从单个随机选择的农场开始感染。每次爆发都随机分配到四种控制策略之一,包括仅 SO;触发型疫苗接种(TRV),如果在反应的第 11-35 天期间的早期决策指标触发表明正在发生大爆发,则在 SO 基础上进行疫苗接种;SO 加疫苗接种在反应的第 11-35 天随机开始(VACr);以及 SO 加固定在反应的第 21 天开始的疫苗接种(VACf)。其他参数,如可用人员数量,也随机变化。使用广义加性模型(GAM)评估与受感染场所(IP)数量和流行持续时间相关的变量。

结果

平均 IP 数量为 29(中位数 9,最小 1,最大 757),而流行期平均持续 26.9(中位数 18,最小 1,最大 220)天。这些结果排除了 303 例大于英国 2001 年 FMD 疫情的极端爆发(2030 例)。对 pooled vaccination 结果进行单变量分析显示,SO 显著降低了 IP 数量(p<0.001)和爆发持续时间(p<0.001)。对大型爆发的 GAM 显示,仅 TRV 策略与单独的 SO 相比具有显著的保护作用,将大型爆发的几率降低了 22%(OR=0.78;95%CI=0.63-0.96)。兽医人数与大型爆发呈非线性相关,兽医人数较少会增加大型爆发的几率,但超过 200 名兽医时,几率会降低。首次检测时间也与大型爆发呈非线性相关,检测时间<13 天具有保护作用,而较长的检测时间会增加大型爆发的几率。对长期爆发的 GAM 也显示出类似的结果,只是所有三种疫苗接种策略都显著缩短了持续时间。总的来说,TRV 策略导致的疫情规模最小,持续时间最短。

结论和临床意义

一种自适应管理方法,即在大爆发发展时根据触发因素部署疫苗接种,优于 SO,并比其他两种疫苗接种策略更能降低大爆发或长期爆发的几率,尽管这三种疫苗接种策略之间的差异在统计学上很小。本研究对口蹄疫等高度传染性疾病入侵的发病和传播动态提供了高度相关的见解,将为新西兰应对此类疾病的准备工作提供指导。

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