Analyzing the Local Epidemiological Profile of Malaria Transmission in the Brazilian Amazon Between 2010 and 2015.

Tiago Canelas, Carlos Castillo-Salgado, Helena Ribeiro
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引用次数: 7

Abstract

Introduction: Malaria still is a public health problem in the Americas. In 2015, Brazil accounted for 37% of all cases in the Americas, and of these cases, 99.5% were located in the Brazilian Amazon. Despite the mobilization of resources from the Brazilian National Plan for Malaria Control, too many municipalities have high transmission levels. The objective of this study is to evaluate the local epidemiological profile of malaria and its trend between 2010 and 2015 in the Brazilian Amazon. This study also aims to recognize the epidemiological differences in the local temporo-spatial dynamics of malaria.

Methods: Malaria data were stratified by the annual parasite incidence (API) over the six-year period and by municipality. We used the method of seasonal decomposition by Loess smoothing to capture trend, seasonal and irregular components. A generalized linear model was applied to quantify trends, and the Kruskal-Wallis Rank Sum was applied to test for seasonality significance.

Results: The malaria API declined by 61% from 2010 to 2015, and there was a 40% reduction of municipalities with high transmission (determined as an API higher than 50). In 2015, 9.4% of municipalities had high transmission and included 62.8% of the total cases. The time-series analyses showed different incidence patterns by region after 2012; several states have minimized the effect of the seasonality in their incidence rates, thus achieving low rates of incidence. There were 13 municipalities with sustained high transmission that have become the principal focus of malaria control; these municipalities contained 40% of the cases between 2013 and 2015.

Discussion: Brazil has achieved advances, but more sustained efforts are necessary to contain malaria resurgence. The use of malaria stratification has been demonstrated as a relevant tool to plan malaria programs more efficiently, and spatiotemporal analysis corroborates the idea that implementing any intervention in malaria should be stratified by time to interpret tendencies and by space to understand the local dynamics of the disease.

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2010 - 2015年巴西亚马逊地区疟疾传播的流行病学分析
疟疾在美洲仍然是一个公共卫生问题。2015年,巴西占美洲所有病例的37%,其中99.5%位于巴西亚马逊地区。尽管巴西国家疟疾控制计划调动了资源,但太多城市的传播水平很高。本研究旨在评估巴西亚马逊地区2010 - 2015年疟疾流行病学概况及其趋势。本研究还旨在认识疟疾在当地时空动态中的流行病学差异。方法:按6年寄生虫年发病率(API)和各市对疟疾资料进行分层。采用黄土平滑季节分解方法捕捉趋势分量、季节分量和不规则分量。采用广义线性模型量化趋势,采用Kruskal-Wallis秩和检验季节性显著性。结果:2010 - 2015年,疟疾API下降61%,高传播区(API大于50)下降40%。2015年,9.4%的城市存在高传播,占总病例的62.8%。时间序列分析显示,2012年以后不同地区的发病率存在差异;一些州将季节性对发病率的影响降到最低,从而实现了低发病率。有13个持续高传播的城市已成为疟疾控制的主要重点;2013年至2015年期间,这些城市占病例总数的40%。讨论:巴西取得了进展,但需要更持久的努力来遏制疟疾的再次出现。疟疾分层的使用已被证明是一种更有效地规划疟疾方案的相关工具,时空分析证实了这样一种观点,即实施任何疟疾干预措施都应按时间分层,以解释趋势,并按空间分层,以了解疾病的局部动态。
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