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利用赞比亚东部罗得西亚人体锥虫病的基于主体模型探索人类和动物种群增长对媒介传播疾病传播的影响。

Exploring the effect of human and animal population growth on vector-borne disease transmission with an agent-based model of Rhodesian human African trypanosomiasis in eastern province, Zambia.

机构信息

Lancaster Environment Centre, Lancaster University, Lancaster, United Kingdom.

Centre for Health Informatics, Computing and Statistics (CHICAS), Lancaster Medical School, Lancaster University, Lancaster, United Kingdom.

出版信息

PLoS Negl Trop Dis. 2018 Nov 8;12(11):e0006905. doi: 10.1371/journal.pntd.0006905. eCollection 2018 Nov.

Abstract

This paper presents the development of an agent-based model (ABM) to investigate Trypanosoma brucei rhodesiense human African trypanosomiasis (rHAT) disease transmission. The ABM model, fitted at a fine spatial scale, was used to explore the impact of a growing host population on the spread of disease along a 75 km transect in the Luangwa Valley, Zambia. The model was used to gain a greater understanding of how increases in human and domestic animal population could impact the contact network between vector and host, the subsequent transmission patterns, and disease incidence outcomes in the region. Modelled incidence rates showed increases in rHAT transmission in both humans and cattle. The primary demographic attribution of infection switched dramatically from young children of both sexes attending school, to adult women performing activities with shorter but more frequent trips, such as water and firewood collection, with men more protected due to the presence of cattle in their routines. The interpretation of model output provides a plausible insight into both population development and disease transmission in the near future in the region and such techniques could aid well-targeted mitigation strategies in the future.

摘要

本文提出了一个基于代理的模型(ABM),用于研究布氏冈比亚锥虫罗得西亚人体非洲锥虫病(rHAT)的疾病传播。该 ABM 模型在精细的空间尺度上进行了拟合,用于探索在赞比亚卢安瓜谷的 75 公里横截面上,随着宿主人口的增长对疾病传播的影响。该模型用于更深入地了解人口和家畜数量的增加如何影响媒介和宿主之间的接触网络、随后的传播模式以及该地区的疾病发病率结果。模拟发病率显示,人类和牛的 rHAT 传播都有所增加。感染的主要人口归因从在校的男女儿童急剧转变为成年女性从事更短但更频繁的旅行活动,如取水和砍柴,而男性由于其日常活动中有牛的存在而受到更多保护。对模型输出的解释提供了对该地区未来人口发展和疾病传播的合理洞察,并且这种技术可以为未来的有针对性的缓解策略提供帮助。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/01b2/6224050/ccc00edfacf9/pntd.0006905.g001.jpg

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