Escola Nacional de Saúde Pública Sergio Arouca (ENSP), Oswaldo Cruz Foundation, Rio de Janeiro, Brazil.
Programa de Computação Científica (PROCC), Oswaldo Cruz Foundation, Rio de Janeiro, Brazil.
Proc Biol Sci. 2019 Oct 9;286(1912):20191867. doi: 10.1098/rspb.2019.1867.
Dengue, an arboviral disease transmitted by mosquitoes, has been endemic in Brazil for decades. However, vector-control strategies have not led to a significant reduction in the disease burden and have not been sufficient to prevent chikungunya and Zika entry and establishment in the country. In Rio de Janeiro city, the first Zika and chikungunya epidemics were detected between 2015 and 2016, coinciding with a dengue epidemic. Understanding the behaviour of these diseases in a triple epidemic scenario is a necessary step for devising better interventions for prevention and outbreak response. We applied scan statistics analysis to detect spatio-temporal clustering for each disease separately and for all three simultaneously. In general, clusters were not detected in the same locations and time periods, possibly owing to competition between viruses for host resources, depletion of susceptible population, different introduction times and change in behaviour of the human population (e.g. intensified vector-control activities in response to increasing cases of a particular arbovirus). Simultaneous clusters of the three diseases usually included neighbourhoods with high population density and low socioeconomic status, particularly in the North region of the city. The use of space-time cluster detection can guide intensive interventions to high-risk locations in a timely manner, to improve clinical diagnosis and management, and pinpoint vector-control measures.
登革热是一种由蚊子传播的虫媒病毒病,在巴西流行已有数十年。然而,病媒控制策略并未显著降低疾病负担,也不足以防止基孔肯雅热和寨卡病毒传入和在该国立足。在里约热内卢市,2015 年至 2016 年间首次发现了寨卡病毒和基孔肯雅热流行,恰逢登革热流行。了解这三种疾病在三重流行情况下的行为是制定更好的预防和疫情应对干预措施的必要步骤。我们应用扫描统计分析分别针对每种疾病以及所有三种疾病同时检测时空聚类。一般来说,在相同的地点和时间没有检测到聚类,这可能是由于病毒之间争夺宿主资源、易感人群减少、不同的传入时间以及人口行为的变化(例如,针对特定虫媒病毒病例的增加,加强了病媒控制活动)所致。三种疾病的同时聚类通常包括人口密度高和社会经济地位低的社区,特别是在城市的北部地区。时空聚类检测的使用可以及时指导在高风险地点进行密集干预,以改善临床诊断和管理,并确定病媒控制措施。