Department of Animal and Environmental Biology, Federal University, Oye-Ekiti, Ekiti, Nigeria.
Department of Pure and Applied Zoology, Federal University of Agriculture, Abeokuta, Nigeria.
Sci Rep. 2022 Feb 7;12(1):2027. doi: 10.1038/s41598-022-06012-1.
Soil transmitted helminth (STH) infections are among the most common human infections worldwide with over 1 billion people affected. Many estimates of STH infection are often based on school-aged children (SAC). This study produced predictive risk-maps of STH on a more finite scale, estimated the number of people infected, and the amount of drug required for preventive chemotherapy (PC) in Ogun state, Nigeria. Georeferenced STH infection data obtained from a cross-sectional survey at 33 locations between July 2016 and November 2018, together with remotely-sensed environmental and socio-economic data were analyzed using Bayesian geostatistical modelling. Stepwise variable selection procedure was employed to select a parsimonious set of predictors to predict risk and spatial distribution of STH infections. The number of persons (pre-school ages children, SAC and adults) infected with STH were estimated, with the amount of tablets needed for preventive chemotherapy. An overall prevalence of 17.2% (95% CI 14.9, 19.5) was recorded for any STH infection. Ascaris lumbricoides infections was the most predominant, with an overall prevalence of 13.6% (95% CI 11.5, 15.7), while Hookworm and Trichuris trichiura had overall prevalence of 4.6% (95% CI 3.3, 5.9) and 1.7% (95% CI 0.9, 2.4), respectively. The model-based prevalence predictions ranged from 5.0 to 23.8% for Ascaris lumbricoides, from 2.0 to 14.5% for hookworms, and from 0.1 to 5.7% for Trichuris trichiura across the implementation units. The predictive maps revealed a spatial pattern of high risk in the central, western and on the border of Republic of Benin. The model identified soil pH, soil moisture and elevation as the main predictors of infection for A. lumbricoides, Hookworms and T. trichiura respectively. About 50% (10/20) of the implementation units require biannual rounds of mass drug administration. Approximately, a total of 1.1 million persons were infected and require 7.8 million doses. However, a sub-total of 375,374 SAC were estimated to be infected, requiring 2.7 million doses. Our predictive risk maps and estimated PC needs provide useful information for the elimination of STH, either for resource acquisition or identifying priority areas for delivery of interventions in Ogun State, Nigeria.
土壤传播的蠕虫(STH)感染是全世界最常见的人类感染之一,全球有超过 10 亿人受到感染。许多 STH 感染的估计通常基于学龄儿童(SAC)。本研究在更有限的范围内制作了 STH 的预测风险图,估计了奥贡州的感染人数和预防性化疗(PC)所需的药物量。尼日利亚 2016 年 7 月至 2018 年 11 月期间在 33 个地点进行的横断面调查获得的地理参考 STH 感染数据,以及遥感环境和社会经济数据,使用贝叶斯地质统计学模型进行了分析。采用逐步变量选择程序选择了一组简洁的预测因子,以预测 STH 感染的风险和空间分布。估计了感染 STH 的人数(学龄前儿童、SAC 和成年人),并计算了预防性化疗所需的片数。任何 STH 感染的总流行率为 17.2%(95%CI 14.9,19.5)。蛔虫感染最为普遍,总体流行率为 13.6%(95%CI 11.5,15.7),而钩虫和鞭虫的总体流行率分别为 4.6%(95%CI 3.3,5.9)和 1.7%(95%CI 0.9,2.4)。基于模型的患病率预测范围为 5.0%至 23.8%的蛔虫感染,2.0%至 14.5%的钩虫感染,0.1%至 5.7%的鞭虫感染,在实施单位中。预测图显示,在中央、西部和贝宁共和国边境地区存在高风险的空间模式。该模型确定了土壤 pH 值、土壤湿度和海拔高度分别是感染蛔虫、钩虫和鞭虫的主要预测因子。大约有 50%(10/20)的实施单位需要进行两轮大规模药物治疗。大约有 110 万人感染,需要 780 万剂药物。然而,估计共有 375374 名 SAC 感染,需要 270 万剂药物。我们的预测风险图和估计的 PC 需求为消除 STH 提供了有用的信息,无论是为了获取资源还是确定尼日利亚奥贡州实施干预措施的优先领域。