Zhang Juanjuan, Litvinova Maria, Wang Wei, Wang Yan, Deng Xiaowei, Chen Xinghui, Li Mei, Zheng Wen, Yi Lan, Chen Xinhua, Wu Qianhui, Liang Yuxia, Wang Xiling, Yang Juan, Sun Kaiyuan, Longini Ira M, Halloran M Elizabeth, Wu Peng, Cowling Benjamin J, Merler Stefano, Viboud Cecile, Vespignani Alessandro, Ajelli Marco, Yu Hongjie
School of Public Health, Fudan University, Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, China.
ISI Foundation, Turin, Italy.
medRxiv. 2020 Feb 23:2020.02.21.20026328. doi: 10.1101/2020.02.21.20026328.
The COVID-19 epidemic originated in Wuhan City of Hubei Province in December 2019 and has spread throughout China. Understanding the fast evolving epidemiology and transmission dynamics of the outbreak beyond Hubei would provide timely information to guide intervention policy.
We collected individual information on 8,579 laboratory-confirmed cases from official publically sources reported outside Hubei in mainland China, as of February 17, 2020. We estimated the temporal variation of the demographic characteristics of cases and key time-to-event intervals. We used a Bayesian approach to estimate the dynamics of the net reproduction number () at the provincial level.
The median age of the cases was 44 years, with an increasing of cases in younger age groups and the elderly as the epidemic progressed. The delay from symptom onset to hospital admission decreased from 4.4 days (95%CI: 0.0-14.0) until January 27 to 2.6 days (0.0-9.0) from January 28 to February 17. The mean incubation period was estimated at 5.2 days (1.8-12.4) and the mean serial interval at 5.1 days (1.3-11.6). The epidemic dynamics in provinces outside Hubei was highly variable, but consistently included a mix of case importations and local transmission. We estimate that the epidemic was self-sustained for less than three weeks with reaching peaks between 1.40 (1.04-1.85) in Shenzhen City of Guangdong Province and 2.17 (1.69-2.76) in Shandong Province. In all the analyzed locations (n=10) was estimated to be below the epidemic threshold since the end of January.
Our findings suggest that the strict containment measures and movement restrictions in place may contribute to the interruption of local COVID-19 transmission outside Hubei Province. The shorter serial interval estimated here implies that transmissibility is not as high as initial estimates suggested.
2019年12月新型冠状病毒肺炎疫情起源于湖北省武汉市,并已蔓延至全中国。了解湖北省以外地区疫情快速演变的流行病学特征和传播动态,将为指导干预政策提供及时信息。
我们从中国大陆湖北省以外官方公开报道的资料中收集了8579例实验室确诊病例的个人信息,截至2020年2月17日。我们估计了病例人口统计学特征的时间变化以及关键事件发生间隔时间。我们采用贝叶斯方法估计省级层面的净繁殖数()动态。
病例的中位年龄为44岁,随着疫情发展,年轻年龄组和老年病例数增多。从症状出现到入院的延迟时间从1月27日前的4.4天(95%置信区间:0.0 - 14.0)降至1月28日至2月17日的2.6天(0.0 - 9.0)。平均潜伏期估计为5.2天(1.8 - 12.4),平均传播间隔为5.1天(1.3 - 11.6)。湖北省以外省份的疫情动态差异很大,但始终包括输入病例和本地传播。我们估计疫情自我持续不到三周,广东省深圳市的最高达到1.40(1.04 - 1.85),山东省为2.17(1.69 - 2.76)。自1月底以来,在所有分析的地区(n = 10)估计均低于疫情阈值。
我们的研究结果表明,现有的严格防控措施和出行限制可能有助于阻断湖北省以外地区的新型冠状病毒肺炎本地传播。此处估计的较短传播间隔意味着传播性不如最初估计的那么高。