地统计学分析指导乌干达控制土壤传播蠕虫病的治疗决策。

IF 3.4 2区 医学 Q1 PARASITOLOGY
PLoS Neglected Tropical Diseases Pub Date : 2025-09-08 eCollection Date: 2025-09-01 DOI:10.1371/journal.pntd.0013467
Bryan O Nyawanda, Kristin M Sullivan, Benjamin Tinkitina, Prudence Beinamaryo, Betty Nabatte, Hilda Kyarisiima, Alfred Mubangizi, Paul M Emerson, Jürg Utzinger, Penelope Vounatsou
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引用次数: 0

摘要

背景:尽管自2000年代初以来实施了两年一次的全国驱虫运动,但土壤传播的蠕虫(STH)感染仍然是乌干达的一个公共卫生问题。最近的调查显示,STH感染的流行程度各不相同,这表明目前的地毯式除虫策略可能不再具有成本效益。本研究确定了感染预测因子,估计了STH感染流行率的地理分布,并计算了学龄儿童(SAC)的驱虫需求。方法:将贝叶斯地质统计模型应用于STH调查数据(2021-2023年)中每个物种(即蛔虫、钩虫和毛滴虫)。气候、环境和社会经济预测因子是从遥感来源、基于模型的数据库以及人口和健康调查中获得的。在乌干达全国1 × 1平方公里的网格上预测流行率,并使用地区一级的估计值将每个地区划分为治疗频率类别,并确定其驱虫片需求。主要发现:全国蛲虫患病率为5.0%(95%贝叶斯可信区间为0.8 ~ 11.8%)、3.5%(0.7 ~ 9.3%)、7.2%(0.55.7 ~ 32.911.1%)。总感染率为14.3%(9.6% -21.8%)。地区内的患病率差异很大。在146个实施单位(136个区和10个城市)中,49个需要一年治疗两次,34个一年治疗一次,61个每隔一年治疗一次,2个具有流行率。结论/意义:与21世纪初相比,乌干达全国的STH感染流行率已大幅下降。然而,各个地区的驱虫需求仍然不尽相同。通过地质统计模型,根据世界卫生组织(世卫组织)最新的治疗指南对地区进行了分类。这种方法优化了治疗分配,并允许对最需要的人群进行优先处理。我们估计,与目前每年两次的驱虫方案相比,药片需求减少了约40%,这有助于实现世卫组织到2030年将个人电脑所需药片数量减半的目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Geostatistical analysis to guide treatment decisions for soil-transmitted helminthiasis control in Uganda.

Background: Soil-transmitted helminth (STH) infections remain a public health problem in Uganda despite biannual national deworming campaigns implemented since the early 2000s. Recent surveys have indicated a heterogeneous STH infection prevalence, suggesting that the current blanket deworming strategy may no longer be cost-effective. This study identified infection predictors, estimated the geographic distribution of STH infection prevalence by species, and calculated deworming needs for school-age children (SAC).

Methodology: Bayesian geostatistical models were applied to STH survey data (2021-2023) for each species (i.e., Ascaris lumbricoides, hookworm, and Trichuris trichiura). Climatic, environmental, and socioeconomic predictors were obtained from remote sensing sources, model-based databases, and demographic and health surveys. Prevalence was predicted on a 1 × 1 km2 grid across Uganda, and district-level estimates were used to classify each district into treatment frequency categories and to determine its deworming tablet requirements.

Principal findings: The national prevalence of A. lumbricoides, T. trichiura, and hookworm was estimated at 5.0% (95% Bayesian credible interval [BCI]: 0.8-11.8%), 3.5% (0.7-9.3%), and 7.2% (5.7-11.1%), respectively. The overall prevalence of any STH infection was 14.3% (9.6-21.8%). High intra-district variation in prevalence was observed. Of 146 implementation units (136 districts and 10 cities), 49 require twice-year treatment, 34 once-yearly treatment, 61 every other year treatment, and 2 had a prevalence <2%, indicating treatment suspension or event-based treatment. Approximately 17 million tablets will be needed for preventive chemotherapy aimed at SAC in 2025.

Conclusions/significance: The prevalence of STH infection has declined considerably across Uganda compared to the early 2000s. However, deworming needs remain heterogeneous across districts. Through geostatistical modeling, districts were classified according to the latest World Health Organization's (WHO) treatment guidelines. This approach optimizes treatment distribution and allows for prioritization of populations with the greatest needs. We estimated that tablet requirements are approximately 40% lower compared to the current twice-a-year deworming regimen, which contributes towards WHO's goal of halving the number of tablets required for preventive chemotherapy by 2030.

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来源期刊
PLoS Neglected Tropical Diseases
PLoS Neglected Tropical Diseases PARASITOLOGY-TROPICAL MEDICINE
自引率
10.50%
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723
期刊介绍: PLOS Neglected Tropical Diseases publishes research devoted to the pathology, epidemiology, prevention, treatment and control of the neglected tropical diseases (NTDs), as well as relevant public policy. The NTDs are defined as a group of poverty-promoting chronic infectious diseases, which primarily occur in rural areas and poor urban areas of low-income and middle-income countries. Their impact on child health and development, pregnancy, and worker productivity, as well as their stigmatizing features limit economic stability. All aspects of these diseases are considered, including: Pathogenesis Clinical features Pharmacology and treatment Diagnosis Epidemiology Vector biology Vaccinology and prevention Demographic, ecological and social determinants Public health and policy aspects (including cost-effectiveness analyses).
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