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Co-endemicity of Pulmonary Tuberculosis and Intestinal Helminth Infection in the People's Republic of China

机译:Co-endemicity of pulmonary Tuberculosis and Intestinal Helminth Infection in the people's Republic of China

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摘要

Both pulmonary tuberculosis (PTB) and intestinal helminth infection (IHI) affect millions of individuals every year in China. However, the national-scale estimation of prevalence predictors and prevalencemaps for these diseases, as well as co-endemic relative risk (RR) maps of both diseases' prevalence are not well developed. There are co-endemic, high prevalence areas of both diseases, whose delimitation is essential for devising effective control strategies. Bayesian geostatistical logistic regressionmodels including socio-economic, climatic, geographical and environmental predictors were fitted separately for active PTB and IHI based on data from the national surveys for PTB and major human parasitic diseases that were completed in 2010 and 2004, respectively. Prevalence maps and co-endemic RRmaps were constructed for both diseases by means of Bayesian Kriging model and Bayesian shared component model capable of appraising the fraction of variance of spatial RRs shared by both diseases, and those specific for each one, under an assumption that there are unobserved covariates common to both diseases. Our results indicate that gross domestic product (GDP) per capita had a negative association, while rural regions, the arid and polar zones and elevation had positive association with active PTB prevalence; for the IHI prevalence, GDP per capita and distance to water bodies had a negative association, the equatorial and warm zones and the normalized difference vegetation index had a positive association. Moderate to high prevalence of active PTB and low prevalence of IHI were predicted in western regions, low tomoderate prevalence of active PTB and low prevalence of IHI were predicted in north-central regions and the southeast coastal regions, and moderate to high prevalence of active PTB and high prevalence of IHI were predicted in the south-western regions. Thus, co-endemic areas of active PTB and IHI were located in the south-western regions of China, which might be determined by socio-economic factors, such as GDP per capita.
机译:每年在中国,肺结核(PTB)和肠蠕虫感染(IHI)都会影响数百万人。但是,关于这些疾病的流行预测因子和流行图的全国范围估计,以及这两种疾病的流行的相对流行相对危险度(RR)图,都还没有得到很好的开发。两种疾病都有共同流行的高流行地区,其界限对于制定有效的控制策略至关重要。基于分别在2010年和2004年完成的全国PTB和主要人类寄生虫疾病调查的数据,分别针对活跃的PTB和IHI分别拟合了包括社会经济,气候,气候,地理和环境预测因素的贝叶斯地统计logistic回归模型。利用贝叶斯克里格模型和贝叶斯共享分量模型,针对两种疾病,分别建​​立了流行病图和流行病RRmap,这些模型能够评估两种疾病以及每种疾病所共有的空间RR的方差分数,并假设是两种疾病共同的未观察到的协变量。我们的结果表明,人均国内生产总值(GDP)呈负相关,而农村地区,干旱和极地地区以及海拔与积极的PTB患病率呈正相关。在IHI患病率方面,人均GDP和距水体的距离呈负相关,赤道和暖区以及归一化差异植被指数呈正相关。在西部地区,活动性PTB的流行程度为中度至高度,而IHI的流行度较低;在中北部和东南沿海地区,活动性PTB的流行度为中度至中度,IHI的流行度较低;活动性PTB的中度至高度流行西南地区的IHI发生率很高。因此,活跃的PTB和IHI的共流行区位于中国的西南地区,这可能是由社会经济因素(例如人均GDP)决定的。

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