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. 2016 Mar 21:9:162.
doi: 10.1186/s13071-016-1446-0.

Bayesian risk profiling of soil-transmitted helminth infections and estimates of preventive chemotherapy for school-aged children in Côte d'Ivoire

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Bayesian risk profiling of soil-transmitted helminth infections and estimates of preventive chemotherapy for school-aged children in Côte d'Ivoire

Richard B Yapi et al. Parasit Vectors. .

Abstract

Background: Soil-transmitted helminthiasis affects more than a billion people in the world and accounts for a global burden of 5.1 million disability-adjusted life years. The objectives of this study were (i) to map and predict the risk of soil-transmitted helminth infections among school-aged children in Côte d'Ivoire; (ii) to estimate school-aged children population-adjusted risk; and (iii) to estimate annual needs for preventive chemotherapy.

Methods: In late 2011/early 2012, a cross-sectional survey was carried out among school-aged children in 92 localities of Côte d'Ivoire. Children provided a single stool sample that was subjected to duplicate Kato-Katz thick smears for the diagnosis of soil-transmitted helminths. A Bayesian geostatistical variable selection approach was employed to identify environmental and socioeconomic risk factors for soil-transmitted helminth infections. Bayesian kriging was used to predict soil-transmitted helminth infections on a grid of 1 ×ばつ 1 km spatial resolution. The number of school-aged children infected with soil-transmitted helminths and the amount of doses needed for preventive chemotherapy according to World Health Organization guidelines were estimated.

Results: Parasitological data were available from 5246 children aged 5-16 years. Helminth infections with hookworm were predominant (17.2 %). Ascaris lumbricoides and Trichuris trichiura were rarely found; overall prevalences were 1.9 % and 1.2 %, respectively. Bayesian geostatistical variable selection identified rural setting for hookworm, soil acidity and soil moisture for A. lumbricoides, and rainfall coefficient of variation for T. trichiura as main predictors of infection. The estimated school-aged children population-adjusted risk of soil-transmitted helminth infection in Côte d'Ivoire is 15.5 % (95 % confidence interval: 14.2-17.0 %). We estimate that approximately 1.3 million doses of albendazole or mebendazole are required for school-based preventive chemotherapy, and we provide school-aged children-adjusted risk aggregated at health district level.

Conclusion: We provide the first soil-transmitted helminthiasis risk profile for entire Côte d'Ivoire, based on a robust Bayesian geostatistical framework. Our model-based estimates of treatment needs and risk maps on health district level may guide the national control program in spatial targeting of annual interventions.

Keywords: Bayesian modelling; Côte d’Ivoire; Hookworm; Risk profiling; School-aged children; Soil-transmitted helminthiasis.

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Figures

Fig. 1
Fig. 1
Flow chart showing the cross-sectional study compliance considered in the analysis. The study was carried out in 93 schools in Côte d’Ivoire, late 2011/early 2012
Fig. 2
Fig. 2
Observed soil-transmitted helminth prevalence in Côte d’Ivoire, late 2011/early 2012. a, hookworm; b, A. lumbricoides; c, T. trichiura
Fig. 3
Fig. 3
Maps showing the predicted risk (a) and standard deviation (SD) of the predictive risk (b) of soil-transmitted helminth infections in Côte d’Ivoire, late 2011/early 2012
Fig. 4
Fig. 4
Estimated overall soil-transmitted helminthiasis risk at health district level. Risk is adjusted to the school-aged children population and stratified according to WHO thresholds for intervention planning

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