Zhejiang Province Center for Disease Control and Prevention, Hangzhou, Zhejiang Province, China.
Key Laboratory for Vaccine, Prevention and Control of Infectious Disease of Zhejiang Province, Hangzhou, Zhejiang Province, China.
PLoS One. 2019 Aug 8;14(8):e0220391. doi: 10.1371/journal.pone.0220391. eCollection 2019.
The number of dengue fever (DF) cases and the number of dengue outbreaks have increased in recent years in Zhejiang Province, China. An unexpected dengue outbreak was reported in Hangzhou in 2017 and caused more than one thousand dengue cases. This study was undertaken to evaluate the effectiveness of the actual control measures, estimate the proportion of inapparent infections during this outbreak and simulate epidemic development based on different levels of control measures taking inapparent infections into consideration.
The epidemic data of dengue cases in Hangzhou, Zhejiang Province, in 2017 and the number of the people exposed to the outbreaks were obtained from the China Information Network System of Disease Prevention and Control. The epidemic without intervention measures was used to estimate the unknown parameters. A susceptible-exposed-infectious/inapparent-recovered (SEIAR) model was used to estimate the effectiveness of the control interventions. The inapparent infections were also evaluated at the same time.
In total, 1137 indigenous dengue cases were reported in Hangzhou in 2017. The number of indigenous dengue cases was estimated by the SEIAR model. This number was predicted to reach 6090 by the end of November 2, 2017, if no control measures were implemented. The total number of reported cases was reduced by 81.33% in contrast to the estimated incidence without intervention. The number of average daily inapparent cases was 10.18 times higher than the number of symptomatic cases. The earlier and more rigorously the vector control interventions were implemented, the more effective they were. The results showed that implementing vector control continuously for more than twenty days was more effective than every few days of implementation. Case isolation is not sufficient enough for epidemic control and only reduced the incidence by 38.10% in contrast to the estimated incidence without intervention, even if case isolation began seven days after the onset of the first case.
The practical control interventions in the outbreaks that occurred in Hangzhou City were highly effective. The proportion of inapparent infections was large, and it played an important role in transmitting the disease during this epidemic. Early, continuous and high efficacy vector control interventions are necessary to limit the development of a dengue epidemic. Timely diagnosis and case reporting are important in the intervention at an early stage of the epidemic.
近年来,中国浙江省登革热(DF)病例数和登革热疫情数有所增加。2017 年杭州市发生了一起意外的登革热疫情,导致超过 1000 例登革热病例。本研究旨在评估实际控制措施的效果,估计疫情期间隐性感染的比例,并基于考虑隐性感染的不同控制措施水平,模拟疫情发展。
从中国疾病预防控制信息网络系统获取 2017 年浙江省杭州市登革热病例疫情数据和暴露人群数量。采用无干预措施的疫情数据来估计未知参数。采用易感-暴露-感染-隐性恢复(SEIAR)模型来估计控制干预措施的效果。同时也评估了隐性感染的情况。
2017 年杭州市共报告 1137 例本地登革热病例。SEIAR 模型估计的本地登革热病例数。如果不采取控制措施,预计到 2017 年 11 月 2 日,病例数将达到 6090 例。与无干预预测的病例数相比,实际报告病例数减少了 81.33%。平均每日隐性病例数是有症状病例数的 10.18 倍。早期且严格实施病媒控制干预措施的效果越好。结果表明,连续 20 多天实施病媒控制比每隔几天实施更有效。病例隔离对于疫情控制来说还不够充分,与无干预预测的病例数相比,仅减少了 38.10%的发病率,即使病例隔离从首例病例发病后 7 天开始实施。
杭州市疫情发生时采取的实际控制措施效果显著。隐性感染比例较大,在本次疫情传播中发挥了重要作用。早期、持续、高效的病媒控制干预措施对于限制登革热疫情的发展至关重要。及时诊断和病例报告对于疫情早期的干预非常重要。