境外SARS-CoV-2急性呼吸道疾病暴发风险评估

Soyoung Kim, Sunhwa Choi, Youngsuk Ko, Moran Ki, Eunok Jung
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引用次数: 7

摘要

背景:2019年12月31日,世界卫生组织获悉中国湖北省武汉市发生由一种未知病毒引起的肺炎病例,该病毒后来被确定为冠状病毒,并命名为严重急性呼吸综合征冠状病毒2 (SARS-CoV-2)。本研究旨在利用数学模型和随机模拟方法估计SARS-CoV-2在湖北省的繁殖数量,并评估中国境外暴发急性呼吸道冠状病毒病(COVID-19)的风险。结果:利用2020年1月11日至2月6日的病例报告数据,构建了SARS-CoV-2传播动态数学模型,估算了传播速率,并计算了湖北省SARS-CoV-2的繁殖数。在隔离时间缩短和传播率降低的各种情况下,通过随机模拟估计了中国境外可能出现的继发性病例数。传播率为0.8238(95%可信区间[CI] 0.8095 ~ 0.8382),基本繁殖数为4.1192 (95% CI 4.0473 ~ 4.1912)。假设传播率与湖北省相同,采用24小时隔离策略,无本地传播的可能性为54.9%,境外出现20例以上本地传播病例的可能性为7%。结论:SARS- cov -2传播动态繁殖数明显高于中国以往SARS疫情。这表明,人传人是湖北省传染病的重要因素。随机模拟结果强调了隔离实施的作用,这对于预防和控制中国境外的SARS-CoV-2疫情至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Risk estimation of the SARS-CoV-2 acute respiratory disease outbreak outside China.

Background: On December 31, 2019, the World Health Organization was alerted to the occurrence of cases of pneumonia in Wuhan, Hubei Province, China, that were caused by an unknown virus, which was later identified as a coronavirus and named the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). We aimed to estimate the reproductive number of SARS-CoV-2 in the Hubei Province and evaluate the risk of an acute respiratory coronavirus disease (COVID-19) outbreak outside China by using a mathematical model and stochastic simulations.

Results: We constructed a mathematical model of SARS-CoV-2 transmission dynamics, estimated the rate of transmission, and calculated the reproductive number in Hubei Province by using case-report data from January 11 to February 6, 2020. The possible number of secondary cases outside China was estimated by stochastic simulations in various scenarios of reductions in the duration to quarantine and rate of transmission. The rate of transmission was estimated as 0.8238 (95% confidence interval [CI] 0.8095-0.8382), and the basic reproductive number as 4.1192 (95% CI 4.0473-4.1912). Assuming the same rate of transmission as in Hubei Province, the possibility of no local transmission is 54.9% with a 24-h quarantine strategy, and the possibility of more than 20 local transmission cases is 7% outside of China.

Conclusion: The reproductive number for SARS-CoV-2 transmission dynamics is significantly higher compared to that of the previous SARS epidemic in China. This implies that human-to-human transmission is a significant factor for contagion in Hubei Province. Results of the stochastic simulation emphasize the role of quarantine implementation, which is critical to prevent and control the SARS-CoV-2 outbreak outside China.

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来源期刊
Theoretical Biology and Medical Modelling
Theoretical Biology and Medical Modelling MATHEMATICAL & COMPUTATIONAL BIOLOGY-
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期刊介绍: Theoretical Biology and Medical Modelling is an open access peer-reviewed journal adopting a broad definition of "biology" and focusing on theoretical ideas and models associated with developments in biology and medicine. Mathematicians, biologists and clinicians of various specialisms, philosophers and historians of science are all contributing to the emergence of novel concepts in an age of systems biology, bioinformatics and computer modelling. This is the field in which Theoretical Biology and Medical Modelling operates. We welcome submissions that are technically sound and offering either improved understanding in biology and medicine or progress in theory or method.
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