Department of Epidemiology and Population Health, Institute of Infection and Global Health, University of Liverpool, Liverpool CH64 7TE, United Kingdom;
Health Protection Research Unit in Emerging and Zoonotic Infections, University of Liverpool, Liverpool L69 3GL, United Kingdom.
Proc Natl Acad Sci U S A. 2017 Jan 3;114(1):119-124. doi: 10.1073/pnas.1614303114. Epub 2016 Dec 19.
Zika, a mosquito-borne viral disease that emerged in South America in 2015, was declared a Public Health Emergency of International Concern by the WHO in February of 2016. We developed a climate-driven R mathematical model for the transmission risk of Zika virus (ZIKV) that explicitly includes two key mosquito vector species: Aedes aegypti and Aedes albopictus The model was parameterized and calibrated using the most up to date information from the available literature. It was then driven by observed gridded temperature and rainfall datasets for the period 1950-2015. We find that the transmission risk in South America in 2015 was the highest since 1950. This maximum is related to favoring temperature conditions that caused the simulated biting rates to be largest and mosquito mortality rates and extrinsic incubation periods to be smallest in 2015. This event followed the suspected introduction of ZIKV in Brazil in 2013. The ZIKV outbreak in Latin America has very likely been fueled by the 2015-2016 El Niño climate phenomenon affecting the region. The highest transmission risk globally is in South America and tropical countries where Ae. aegypti is abundant. Transmission risk is strongly seasonal in temperate regions where Ae. albopictus is present, with significant risk of ZIKV transmission in the southeastern states of the United States, in southern China, and to a lesser extent, over southern Europe during the boreal summer season.
寨卡病毒是一种由蚊子传播的病毒性疾病,于 2015 年在南美洲出现,2016 年 2 月世界卫生组织宣布其为国际关注的突发公共卫生事件。我们开发了一种基于气候的寨卡病毒(ZIKV)传播风险的 R 数学模型,该模型明确包括两种关键的蚊子媒介物种:埃及伊蚊和白纹伊蚊。该模型使用来自现有文献的最新信息进行了参数化和校准。然后,它由 1950 年至 2015 年的观测网格化温度和降雨数据集驱动。我们发现,2015 年南美洲的传播风险是自 1950 年以来最高的。这一最大值与有利于温度的条件有关,这些条件导致模拟的叮咬率在 2015 年最大,蚊子死亡率和外潜伏期最小。这一事件紧随 2013 年巴西疑似引入寨卡病毒之后。拉丁美洲的寨卡病毒爆发很可能是由影响该地区的 2015-2016 年厄尔尼诺气候现象所推动。全球传播风险最高的地区是南美洲和热带国家,那里有大量的埃及伊蚊。在存在白纹伊蚊的温带地区,传播风险具有很强的季节性,在美国东南部、中国南部以及欧洲南部的部分地区,寨卡病毒传播的风险很大,尤其是在北方夏季。