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布基纳法索中部地区登革热流行的时空决定因素

Spatio-Temporal Determinants of Dengue Epidemics in the Central Region of Burkina Faso.

作者信息

Ouattara Cheick Ahmed, Traore Tiandiogo Isidore, Ouedraogo Boukary, Sylla Bry, Traore Seydou, Meda Clement Ziemle, Sangare Ibrahim, Savadogo Leon Blaise G

机构信息

Doctoral School of Health Sciences, Nazi Boni University, Bobo-Dioulasso 1091, Burkina Faso.

Higher Institute of Health Sciences, Nazi Boni University, Bobo-Dioulasso 1091, Burkina Faso.

出版信息

Trop Med Infect Dis. 2023 Oct 25;8(11):482. doi: 10.3390/tropicalmed8110482.

Abstract

The aim of this study was to analyze the spatio-temporal distribution and determinants of the 2017 dengue epidemic in Burkina Faso. A principal component analysis of meteorological and environmental factors was performed to reduce dimensions and avoid collinearities. An initial generalized additive model assessed the impact of the components derived from this analysis on dengue incidence. Dengue incidence increased mainly with relative humidity, precipitation, normalized difference vegetation index and minimum temperature with an 8-week lag. A Kulldoff Satscan scan was used to identify high-risk dengue clusters, and a second generalized additive model assessed the risk of a health area being at high risk according to land-use factors. The spatio-temporal distribution of dengue fever was heterogeneous and strongly correlated with meteorological factors. The rural communes of Sabaa and Koubri were the areas most at risk. This study provides useful information for planning targeted dengue control strategies in Burkina Faso.

摘要

本研究的目的是分析2017年布基纳法索登革热疫情的时空分布及其决定因素。对气象和环境因素进行主成分分析以降维并避免共线性。最初的广义相加模型评估了该分析得出的各成分对登革热发病率的影响。登革热发病率主要随着相对湿度、降水量、归一化植被指数和最低温度的升高而增加,滞后8周。使用时空扫描统计量来识别登革热高风险聚集区,第二个广义相加模型根据土地利用因素评估了卫生区处于高风险的可能性。登革热的时空分布具有异质性,且与气象因素密切相关。萨巴阿和库布里的农村公社是风险最高的地区。本研究为布基纳法索制定有针对性的登革热控制策略提供了有用信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b576/10675449/85fb942902b2/tropicalmed-08-00482-g001.jpg

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