尼日利亚疟疾和土壤传播蠕虫共病:联合贝叶斯建模方法。

IF 5.5 1区 医学
Faith Eshofonie, Olatunji Johnson, Ezra Gayawan
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引用次数: 0

摘要

背景:疟疾和土壤传播蠕虫(STH)是热带地区重大的公共卫生挑战,特别是影响儿童和阻碍发展。本研究调查了尼日利亚由疟原虫引起的疟疾和包括蛔虫、十二指肠钩虫、美洲钩虫和鞭虫在内的STH感染的共发病情况。方法:利用尼日利亚疟疾指标调查(NMIS) 2010年和2015年的疟疾流行数据,以及消除被忽视热带病扩大特别项目(ESPEN)门户网站1978-2014年的疟疾流行数据。采用贝叶斯共区域化模型分析了疟疾和STH的流行和发病率,并将这些数据与温度和降水等气候因素联系起来。该研究的结果突出了疟疾和STH之间显著的共发病,特别是在南部和东南部地区。结果:我们的分析揭示了显著的区域差异:西北和中北部地区的疟疾患病率最高,而蛔虫在北部和南部都很普遍。十二指肠钩虫和美洲钩虫(钩虫)主要见于西南地区,而毛滴虫虽然不那么普遍,但在特定地区也很重要。在南南和东南地区,特别是在南南和东南地区,观察到疟疾和STH之间的大量合并发病率,这表明一种复杂的健康负担。此外,气候因素对疾病分布有显著影响;虽然温度对STH的流行和发病率的影响微乎其微,但较高的温度与疟疾流行增加有关。相比之下,降水与疟疾和STH发病率呈正相关。结论:这些发现增强了我们对尼日利亚疟疾和STH的空间分布及其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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Co-morbidity of malaria and soil-transmitted helminths in Nigeria: a joint Bayesian modelling approach.

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.

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来源期刊
Infectious Diseases of Poverty
Infectious Diseases of Poverty INFECTIOUS DISEASES-
自引率
1.20%
发文量
368
期刊介绍: Infectious Diseases of Poverty is an open access, peer-reviewed journal that focuses on addressing essential public health questions related to infectious diseases of poverty. The journal covers a wide range of topics including the biology of pathogens and vectors, diagnosis and detection, treatment and case management, epidemiology and modeling, zoonotic hosts and animal reservoirs, control strategies and implementation, new technologies and application. It also considers the transdisciplinary or multisectoral effects on health systems, ecohealth, environmental management, and innovative technology. The journal aims to identify and assess research and information gaps that hinder progress towards new interventions for public health problems in the developing world. Additionally, it provides a platform for discussing these issues to advance research and evidence building for improved public health interventions in poor settings.
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