Rodrigues Nádia Cristina Pinheiro, Lino Valéria Teresa Saraiva, Daumas Regina Paiva, Andrade Mônica Kramer de Noronha, O'Dwyer Gisele, Monteiro Denise Leite Maia, Gerardi Alyssa, Fernandes Gabriel Henrique Barroso Viana, Ramos José Augusto Sapienza, Ferreira Carlos Eduardo Gonçalves, Leite Iuri da Costa
National School of Public Health Sergio Arouca, Oswaldo Cruz Foundation, Rio de Janeiro, Rio de Janeiro, Brazil.
School of Medical Sciences, Rio de Janeiro State University, Rio de Janeiro, Rio de Janeiro, Brazil.
PLoS One. 2016 Nov 10;11(11):e0165945. doi: 10.1371/journal.pone.0165945. eCollection 2016.
In Brazil, the incidence of dengue greatly increased in the last two decades and there are several factors impeding the control of the disease. The present study focused on describing the space-time evolution of dengue in Brazil from 2001 to 2012 and analyzing the relationship of the reported cases with socio-demographic and environmental factors.
The analytic units used in the preparation of thematic maps were municipalities. Statistical tests and multilevel regression models were used to evaluate the association between dengue incidence and the following factors: climate, diagnostic period, demographic density, percentage of people living in rural areas, Gross Domestic Product, Gini index, percentage of garbage collection and the rate of households with a sewage network.
The largest accumulation of dengue cases in Brazil was concentrated on the Atlantic coast and in the interior part of São Paulo State. The risk of dengue in subtropical and tropical climates was 1.20-11 times lower than that observed in semi-arid climates. In 2009-2010 and 2011-2012, the risks were ten and six times higher than in 2003-2004, respectively.
Dengue is a common infection in the Brazilian population, with the largest accumulation of dengue cases concentrated on the Atlantic coast and in the interior area of São Paulo State. The high dengue rates observed in the Brazilian coastal region suggest that the cases imported from neighboring countries contribute to the spread of the disease in the country. Our results suggest that several socio-demographic and environmental factors resulted in the increase of dengue in the country over time. This is likely applicable to the occurrence of other arboviruses like Zika and chikungunya. To reverse the situation, Brazil must implement effective public policies that offer basic services such as garbage collection and sanitation networks as well as reduce vector populations.
在巴西,登革热发病率在过去二十年中大幅上升,并且存在若干阻碍疾病控制的因素。本研究着重描述2001年至2012年巴西登革热的时空演变,并分析报告病例与社会人口统计学和环境因素之间的关系。
制作专题地图时使用的分析单位是市。采用统计检验和多级回归模型来评估登革热发病率与以下因素之间的关联:气候、诊断时期、人口密度、农村人口百分比、国内生产总值、基尼指数、垃圾收集百分比以及有污水管网的家庭比例。
巴西登革热病例的最大聚集区集中在大西洋沿岸和圣保罗州内陆地区。亚热带和热带气候下的登革热风险比半干旱气候下观察到的风险低1.20至11倍。在2009 - 2010年和2011 - 2012年,风险分别比2003 - 2004年高10倍和6倍。
登革热是巴西人群中的常见感染病,登革热病例的最大聚集区集中在大西洋沿岸和圣保罗州内陆地区。在巴西沿海地区观察到的高登革热发病率表明,从邻国输入的病例促成了该疾病在该国的传播。我们的结果表明,若干社会人口统计学和环境因素导致了该国登革热发病率随时间上升。这可能适用于寨卡病毒和基孔肯雅热等其他虫媒病毒的发生情况。为扭转这种局面,巴西必须实施有效的公共政策,提供诸如垃圾收集和卫生网络等基本服务,并减少病媒数量。