Spatial distribution of tuberculosis and its association with meteorological factors in mainland China

被引:60
|
作者
Zhang, Yingjie [1 ]
Liu, Mengyang [2 ,3 ]
Wu, Samuel S. [4 ]
Jiang, Hui [5 ,6 ]
Zhang, Junjie [7 ]
Wang, Songwang [1 ]
Ma, Wei [8 ]
Li, Qihuan [2 ,3 ]
Ma, Yuan [2 ,3 ]
Liu, Yue [2 ,3 ]
Feng, Wei [2 ,3 ]
Amsalu, Endawoke [2 ,3 ]
Li, Xia [9 ]
Wang, Wei [10 ]
Li, Weimin [3 ,5 ,6 ]
Guo, Xiuhua [2 ,3 ]
机构
[1] Chinese Ctr Dis Control & Prevent, Beijing 102206, Peoples R China
[2] Capital Med Univ, Sch Publ Hlth, Beijing 100069, Peoples R China
[3] Capital Med Univ, Beijing Municipal Key Lab Clin Epidemiol, Beijing 100069, Peoples R China
[4] Univ Florida, Dept Stat, Gainesville, FL 32610 USA
[5] Capital Med Univ, Beijing Chest Hosp, Natl TB Clin Lab China, Beijing 101149, Peoples R China
[6] Beijing TB & Thorac Tumor Res Inst, Beijing Key Lab Drug Resistance TB, Beijing 101149, Peoples R China
[7] Beijing Normal Univ, Sch Life Sci, Beijing 100875, Peoples R China
[8] Renmin Univ China, Inst Stat & Big Data, Beijing 100872, Peoples R China
[9] La Trobe Univ, Dept Math & Stat, Bundoora, Vic 3086, Australia
[10] Edith Cowan Univ, Sch Med Sci & Hlth, Perth, WA 6027, Australia
关键词
Tuberculosis; Spatial distribution; Meteorological factors; Geographically weighted regression; TARGETS;
D O I
10.1186/s12879-019-4008-1
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
BackgroundThe incidence of tuberculosis (TB) remains high worldwide. Current strategies will not eradicate TB by 2035; instead, by 2182 is more likely. Therefore, it is urgent that new risk factors be identified.MethodsAn ecological study was conducted in 340 prefectures in China from 2005 to 2015. The spatial distribution of TB incidence was shown by clustering and hotspot analysis. The relationship between the distribution patterns and six meteorological factors was evaluated by the geographically weighted regression (GWR) model.ResultsDuring the 11years of the study period, TB incidence was persistently low in the east and high in the west. Local coefficients from the GWR model showed a positive correlation between TB incidence and yearly average rainfall (AR) but a negative correlation with other meteorological factors. Average relative humidity (ARH) was negatively correlated with the incidence of TB in all prefectures (p<0.05).ConclusionMeteorological factors may play an important role in the prevention and control of TB.
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页数:7
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