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韩国埃博拉病毒病疫情:使用数学模型和随机模拟估计风险。

Ebola virus disease outbreak in Korea: use of a mathematical model and stochastic simulation to estimate risk.

机构信息

Department of Mathematics, Konkuk University, Seoul, Korea.

Department of Liberal Arts, Hongik University College of Engineering, Seoul, Korea.

出版信息

Epidemiol Health. 2019;41:e2019048. doi: 10.4178/epih.e2019048. Epub 2019 Nov 24.

Abstract

OBJECTIVES

According to the World Health Organization, there have been frequent reports of Ebola virus disease (EVD) since the 2014 EVD pandemic in West Africa. We aim to estimate the outbreak scale when an EVD infected person arrives in Korea.

METHODS

Western Africa EVD epidemic mathematical model SEIJR or SEIJQR was modified to create a Korean EVD outbreak model. The expected number of EVD patients and outbreak duration were calculated by stochastic simulation under the scenarios of Best case, Diagnosis delay, and Case missing.

RESULTS

The 2,000 trials of stochastic simulation for each scenario demonstrated the following results: The possible median number of patients is 2 and the estimated maximum number is 11 when the government intervention is proceeded immediately right after the first EVD case is confirmed. With a 6-day delay in diagnosis of the first case, the median number of patients becomes 7, and the maximum, 20. If the first case is missed and the government intervention is not activated until 2 cases of secondary infection occur, the median number of patients is estimated at 15, and the maximum, at 35.

CONCLUSIONS

Timely and rigorous diagnosis is important to reduce the spreading scale of infection when a new communicable disease is inflowed into Korea. Moreover, it is imperative to strengthen the local surveillance system and diagnostic protocols to avoid missing cases of secondary infection.

摘要

目的

根据世界卫生组织的报告,自 2014 年西非埃博拉病毒病(EVD)大流行以来,EVD 时有发生。本研究旨在估计当一名 EVD 感染者抵达韩国时的疫情规模。

方法

对 SEIJR 或 SEIJQR 西非法 EVD 流行数学模型进行修正,以建立韩国 EVD 暴发模型。在最佳情况、诊断延迟和病例漏报三种情况下,通过随机模拟计算 EVD 患者的预期数量和暴发持续时间。

结果

在每种情况下,对 2000 次随机模拟试验的结果表明:如果政府在首次确认 EVD 病例后立即进行干预,可能的中位数患者人数为 2,估计最大值为 11。如果首例病例的诊断延迟 6 天,则患者人数的中位数变为 7,最大值为 20。如果首例病例被漏报,并且在发生 2 例继发感染后政府才启动干预,则估计患者人数的中位数为 15,最大值为 35。

结论

当一种新的传染病传入韩国时,及时、严格的诊断对于减少感染的传播规模至关重要。此外,必须加强本地监测系统和诊断方案,以避免漏报继发感染病例。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0782/7005456/5de029b7c618/epih-41-e2019048f1.jpg

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