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Co-endemicity of Pulmonary Tuberculosis and Intestinal Helminth Infection in the People's Republic of China.
- Source :
-
PLoS neglected tropical diseases [PLoS Negl Trop Dis] 2016 Apr 18; Vol. 10 (3), pp. e0004580. Date of Electronic Publication: 2016 Apr 18 (Print Publication: 2016). - Publication Year :
- 2016
-
Abstract
- 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 prevalence maps 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 regression models 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 RR maps 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 to moderate 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.
- Subjects :
- Bayes Theorem
China epidemiology
Endemic Diseases
Helminthiasis epidemiology
Humans
Intestinal Diseases, Parasitic epidemiology
Logistic Models
Markov Chains
Models, Biological
Monte Carlo Method
Tuberculosis, Pulmonary epidemiology
Coinfection
Helminthiasis complications
Intestinal Diseases, Parasitic complications
Tuberculosis, Pulmonary complications
Subjects
Details
- Language :
- English
- ISSN :
- 1935-2735
- Volume :
- 10
- Issue :
- 3
- Database :
- MEDLINE
- Journal :
- PLoS neglected tropical diseases
- Publication Type :
- Academic Journal
- Accession number :
- 27088504
- Full Text :
- https://doi.org/10.1371/journal.pntd.0004580