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土壤传播蠕虫病例与遥感协变量的相关性:以菲律宾南甘马粦省2015年、2017年和2019年元数据为例的研究

Correlating Cases of Soil-Transmitted Helminths and Remote Sensing Covariates: A Case Study Utilizing 2015, 2017, and 2019 Metadata of Camarines Sur, Philippines.

作者信息

Ricafort John Albert C, Ricafort John Benedict C, Recopuerto-Medina Loida M, Dagamac Nikki Heherson A

机构信息

Department of Biological Science, College of Science, University of Santo Tomas, 1008, Manila, Philippines.

Research Center for the Natural and Applied Sciences, University of Santo Tomas, 1008, Manila, Philippines.

出版信息

Acta Parasitol. 2024 Dec;69(4):1852-1859. doi: 10.1007/s11686-024-00909-9. Epub 2024 Sep 1.

Abstract

INTRODUCTION

Soil-transmitted helminth (STH) is a group of helminths that are considered to be neglected tropical diseases (NTDs) and, globally, affect more than 1.5 to 2.6 million people yearly. Depending on the species, they can be acquired by ingesting embryonated eggs from contaminated matter or by skin penetration. Most species of STH are found in the tropics, such as the Philippines. Despite the Mass Drug Administration (MDA), the cases of STH infection continue to rise in the country. Surveys from the Research Institute of Tropical Medicine (RITM) indicate that a high prevalence of STH (Ascaris lumbricoides, Trichuris trichiura, and Necator americanus) was primarily observed in the provinces of the country, such as in Camarines Sur.

OBJECTIVES

To correlate remote sensing covariates such as Normalized Difference Vegetation Index (NDVI) and Normalized Difference Built-up Index (NDBI) - to STH-infected cases of the 37 municipalities of Camarines Sur.

METHODOLOGY

The available public health record of STH cases from 2015 to 2019 were calculated using the Quantum Geographic Information System (QGIS)and correlated using Pearson Correlation Coefficient.

RESULTS

The results showed that infection was higher in children than adults, and A. lumbricoides caused 60% of infection. No correlation of indices with infection cases during 2015 and 2017 was observed; however, 2019 showed a moderate strength (p = 0.037) in correlation.

CONCLUSION

This indicates that infection relied not mainly on vegetation and urbanization but on additional environmental factors and non-environmental variables.

摘要

引言

土壤传播的蠕虫(STH)是一类被视为被忽视的热带病(NTDs)的蠕虫,在全球范围内,每年影响超过150万至260万人。根据种类不同,它们可通过摄入受污染物质中的胚胎卵或皮肤穿透而感染。大多数STH种类见于热带地区,如菲律宾。尽管开展了群体药物治疗(MDA),该国的STH感染病例仍在继续上升。热带医学研究所(RITM)的调查表明,在该国一些省份,如南甘马粦省,主要观察到STH(蛔虫、鞭虫和美洲板口线虫)的高流行率。

目的

将归一化植被指数(NDVI)和归一化建筑指数(NDBI)等遥感协变量与南甘马粦省37个市镇的STH感染病例相关联。

方法

利用量子地理信息系统(QGIS)计算2015年至2019年STH病例的现有公共卫生记录,并使用皮尔逊相关系数进行关联。

结果

结果显示,儿童感染率高于成人,蛔虫感染占感染病例的60%。2015年和2017年未观察到指数与感染病例之间的相关性;然而,2019年显示出中等强度的相关性(p = 0.037)。

结论

这表明感染主要不依赖于植被和城市化,而是依赖于其他环境因素和非环境变量。

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