Guo C, Du Y, Shen S Q, Lao X Q, Qian J, Ou C Q
State Key Laboratory of Organ Failure Research,Department of Biostatistics,Guangdong Provincial Key Laboratory of Tropical Disease Research,School of Public Health,Southern Medical University,Guangzhou 510515,China.
The Jockey Club School of Public Health and Primary Care,Faculty of Medicine,Chinese University of Hong Kong,Hong Kong,China.
Epidemiol Infect. 2017 Sep;145(12):2510-2519. doi: 10.1017/S0950268817001133. Epub 2017 Jun 9.
Spatiotemporal analysis is an important tool to monitor changes of tuberculosis (TB) epidemiology, identify high-risk regions and guide resource allocation. However, there are limited data on the contributing factors of TB incidence. This study aimed to investigate the spatiotemporal pattern of TB incidence and its associated factors in mainland China during 2005-2013. Global Moran's I test, Getis-Ord Gi index and heat maps were used to examine the spatial clustering and seasonal patterns. Generalized Linear Mixed Model was applied to identify factors associated with TB incidence. TB incidence presented high geographical variations with two main hot spots, while a generally consistent seasonal pattern was observed with a peak in late winter. Furthermore, we found province-level TB incidence increased with the proportion of the elderly but decreased with Gross Demographic Product per capita and the male:female ratio. Meteorological factors also influenced TB incidence. TB showed obvious spatial clustering in mainland China and both the demographic and socio-economic factors and meteorological measures were associated with TB incidence. These results provide the related information to identify the high-risk districts and the evidence for the government to develop corresponding control measures.
时空分析是监测结核病(TB)流行病学变化、识别高风险地区以及指导资源分配的重要工具。然而,关于结核病发病率的影响因素的数据有限。本研究旨在调查2005 - 2013年中国大陆结核病发病率的时空模式及其相关因素。采用全局莫兰指数检验、Getis-Ord Gi指数和热图来研究空间聚集性和季节性模式。应用广义线性混合模型来识别与结核病发病率相关的因素。结核病发病率呈现出高度的地理差异,有两个主要热点地区,同时观察到总体一致的季节性模式,在冬末达到高峰。此外,我们发现省级结核病发病率随老年人比例的增加而上升,但随人均国民生产总值和男女比例的下降而降低。气象因素也影响结核病发病率。结核病在中国内地呈现出明显的空间聚集性,人口、社会经济因素以及气象指标均与结核病发病率相关。这些结果为识别高风险地区提供了相关信息,并为政府制定相应的控制措施提供了依据。