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尼日利亚疟疾与土壤传播蠕虫的共病情况:一种联合贝叶斯建模方法。

Co-morbidity of malaria and soil-transmitted helminths in Nigeria: a joint Bayesian modelling approach.

作者信息

Eshofonie Faith, Johnson Olatunji, Gayawan Ezra

机构信息

Department of Statistics, Federal University of Technology, Akure, Nigeria.

Department of Mathematics, University of Manchester, Manchester, UK.

出版信息

Infect Dis Poverty. 2025 Apr 2;14(1):28. doi: 10.1186/s40249-025-01276-x.

Abstract

BACKGROUND

Malaria and soil-transmitted helminths (STH) represent significant public health challenges in tropical regions, particularly affecting children and impeding development. This study investigates the co-morbidity of malaria, caused by Plasmodium spp., and STH infections, including Ascaris lumbricoides(roundworm), Ancylostoma duodenale and Necator americanus (hookworm), and Trichuris trichiura(whipworm), in Nigeria.

METHODS

We utilized malaria prevalence data from the Nigeria Malaria Indicators Survey (NMIS) for the years 2010 and 2015 and STH prevalence data from the Expanded Special Project for Elimination of Neglected Tropical Diseases (ESPEN) portal, covering the years 1978-2014. A Bayesian coregionalization model was employed to analyze the prevalence and incidence of malaria and STH, linking these data to climatic factors such as temperature and precipitation. The study's findings highlight significant co-morbidity between malaria and STH, particularly in the southsouth and southeast regions.

RESULTS

Our analysis reveals notable regional disparities: malaria prevalence is highest in the northwest and north-central regions, while Ascaris lumbricoides is widespread in both northern and southern states. Ancylostoma duodenale and Necator americanus(Hookworm) are predominantly found in the southwest, and Trichuris trichiura, though less prevalent, is significant in specific areas. Substantial co-morbidity between malaria and STH was observed, particularly in the South-South and southeast regions, indicating a compounded health burden. Furthermore, climatic factors significantly influence disease distribution; higher temperatures correlate with increased malaria prevalence, although temperature has a minimal effect on STH prevalence and incidence. In contrast, precipitation is positively associated with both malaria and STH incidence.

CONCLUSIONS

These findings enhance our understanding of the spatial distribution and risk factors associated with malaria and STH in Nigeria, providing vital insights for the development of public health policies and targeted intervention strategies.

摘要

背景

疟疾和土壤传播的蠕虫(STH)是热带地区重大的公共卫生挑战,尤其影响儿童并阻碍其发育。本研究调查了尼日利亚由疟原虫属引起的疟疾与包括蛔虫(蛔虫)、十二指肠钩虫和美洲板口线虫(钩虫)以及鞭虫(鞭虫)在内的土壤传播的蠕虫感染的共病情况。

方法

我们利用了2010年和2015年尼日利亚疟疾指标调查(NMIS)的疟疾流行数据以及扩大的消除被忽视热带病特别项目(ESPEN)门户网站涵盖1978 - 2014年的土壤传播的蠕虫流行数据。采用贝叶斯共区域化模型分析疟疾和土壤传播的蠕虫的流行率和发病率,并将这些数据与温度和降水等气候因素联系起来。该研究结果突出了疟疾和土壤传播的蠕虫之间显著的共病情况,特别是在南南和东南地区。

结果

我们的分析揭示了显著的区域差异:疟疾流行率在西北部和中北部地区最高,而蛔虫在北部和南部各州都很普遍。十二指肠钩虫和美洲板口线虫(钩虫)主要分布在西南部,鞭虫虽然流行率较低,但在特定地区较为显著。观察到疟疾和土壤传播的蠕虫之间存在大量共病情况,特别是在南南和东南地区,这表明健康负担加重。此外,气候因素对疾病分布有显著影响;较高温度与疟疾流行率增加相关,尽管温度对土壤传播的蠕虫的流行率和发病率影响最小。相比之下,降水与疟疾和土壤传播的蠕虫的发病率均呈正相关。

结论

这些发现增进了我们对尼日利亚疟疾和土壤传播的蠕虫的空间分布及相关风险因素的理解,为制定公共卫生政策和有针对性的干预策略提供了重要见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a300/11963695/de2c3b993e7d/40249_2025_1276_Fig1_HTML.jpg

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