Zhang Lei, Shen Mingwang, Ma Xiaomeng, Su Shu, Gong Wenfeng, Wang Jing, Tao Yusha, Zou Zhuoru, Zhao Rui, Lau Joseph T F, Li Wei, Liu Feng, Ye Kai, Wang Youfa, Zhuang Guihua, Fairley Christopher K
China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi 710061, PR China.
Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.
Innovation (Camb). 2020 May 21;1(1):100006. doi: 10.1016/j.xinn.2020.04.006. Epub 2020 May 20.
The Chinese government implemented a metropolitan-wide quarantine of Wuhan city on 23 January 2020 to curb the epidemic of the coronavirus COVID-19. Lifting of this quarantine is imminent. We modelled the effects of two key health interventions on the epidemic when the quarantine is lifted.
We constructed a compartmental dynamic model to forecast the trend of the COVID-19 epidemic at different quarantine lifting dates and investigated the impact of different rates of public contact and facial mask usage on the epidemic.
We projected a declining trend of the COVID-19 epidemic if the current quarantine strategy continues, and Wuhan would record the last new confirmed cases in late April 2020. At the end of the epidemic, 65,733 (45,722-99,015) individuals would be infected by the virus, among which 16,166 (11,238-24,603, 24.6%) were through public contacts, 45,996 (31,892-69,565, 69.7%) through household contact, and 3,571 (2,521-5,879, 5.5%) through hospital contacts (including 778 (553-1,154) non-COVID-19 patients and 2,786 (1,969-4,791) medical staff). A total of 2,821 (1,634-6,361) would die of COVID-19 related pneumonia in Wuhan. Early quarantine lifting on 21 March is viable only if Wuhan residents sustain a high facial mask usage of ≥85% and a pre-quarantine level public contact rate. Delaying city resumption to mid/late April would relax the requirement of facial mask usage to ≥75% at the same contact rate.
The prevention of a second epidemic is viable after the metropolitan-wide quarantine is lifted but requires a sustaining high facial mask usage and a low public contact rate.
中国政府于2020年1月23日对武汉市实施全市范围的隔离,以遏制新型冠状病毒COVID-19疫情。此次隔离即将解除。我们模拟了两项关键的健康干预措施在隔离解除后对疫情的影响。
我们构建了一个 compartments 动态模型,以预测在不同隔离解除日期的COVID-19疫情趋势,并研究不同的公众接触率和口罩使用率对疫情的影响。
我们预测,如果当前的隔离策略持续下去,COVID-19疫情将呈下降趋势,武汉将在2020年4月下旬记录最后一批新增确诊病例。在疫情结束时,将有65733(45722 - 99015)人感染该病毒,其中16166(11238 - 24603,24.6%)通过公众接触感染,45996(31892 - 69565,69.7%)通过家庭接触感染,3571(2521 - 5879,5.5%)通过医院接触感染(包括778(553 - 1154)名非COVID-19患者和2786(1969 - 4791)名医护人员)。武汉共有2821(1634 - 6361)人将死于COVID-19相关肺炎。只有当武汉居民保持≥85%的高口罩使用率和隔离前的公众接触率时,3月21日提前解除隔离才可行。将城市解封推迟到4月中旬/下旬,在相同接触率下,口罩使用率的要求可放宽至≥75%。
在全市范围的隔离解除后,预防二次疫情是可行的,但需要持续保持高口罩使用率和低公众接触率。