Institute for Infection and Global Health, University of Liverpool, Liverpool, United Kingdom.
NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, United Kingdom.
PLoS Negl Trop Dis. 2021 Mar 26;15(3):e0009153. doi: 10.1371/journal.pntd.0009153. eCollection 2021 Mar.
Dengue is considered non-endemic to mainland China. However, travellers frequently import the virus from overseas and local mosquito species can then spread the disease in the population. As a consequence, mainland China still experiences large dengue outbreaks. Temperature plays a key role in these outbreaks: it affects the development and survival of the vector and the replication rate of the virus. To better understand its implication in the transmission risk of dengue, we developed a delay differential equation model that explicitly simulates temperature-dependent development periods and tested it with collected field data for the Asian tiger mosquito, Aedes albopictus. The model predicts mosquito occurrence locations with a high accuracy (Cohen's κ of 0.78) and realistically replicates mosquito population dynamics. Analysing the infection dynamics during the 2014 dengue outbreak that occurred in Guangzhou showed that the outbreak could have lasted for another four weeks if mosquito control interventions had not been undertaken. Finally, we analyse the dengue transmission risk in mainland China. We find that southern China, including Guangzhou, can have more than seven months of dengue transmission per year while even Beijing, in the temperate north, can have dengue transmission during hot summer months. The results demonstrate the importance of using detailed vector and infection ecology, especially when vector-borne disease transmission risk is modelled over a broad range of climatic zones.
登革热被认为不在中国大陆流行。然而,旅行者经常从海外输入病毒,当地的蚊子种类随后会在人群中传播这种疾病。因此,中国大陆仍会爆发大规模的登革热疫情。温度在这些疫情爆发中起着关键作用:它影响了媒介的发育和生存以及病毒的复制率。为了更好地了解其对登革热传播风险的影响,我们开发了一个延迟微分方程模型,该模型明确模拟了温度相关的发育周期,并利用收集到的白纹伊蚊实地数据对其进行了测试。该模型能够非常准确地预测蚊子出现的地点(Cohen's κ 为 0.78),并真实地再现了蚊子种群动态。分析 2014 年广州登革热疫情期间的感染动态表明,如果不采取蚊虫控制干预措施,疫情可能会再持续四周。最后,我们分析了中国大陆的登革热传播风险。我们发现,包括广州在内的中国南方地区每年可有超过七个月的登革热传播期,而即使在北京这样的温带北方城市,在炎热的夏季也可能有登革热传播。这些结果表明,在广泛的气候带中对蚊虫传播疾病的风险进行建模时,使用详细的媒介和感染生态学非常重要。