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间日疟原虫休眠子动力学:根治的流行病学影响。

Hypnozoite dynamics for Plasmodium vivax malaria: The epidemiological effects of radical cure.

机构信息

School of Mathematics and Statistics, The University of Melbourne, Parkville, Australia.

Kirby Institute, University of New South Wales, Kensington, Australia.

出版信息

J Theor Biol. 2022 Mar 21;537:111014. doi: 10.1016/j.jtbi.2022.111014. Epub 2022 Jan 10.

Abstract

Malaria is a mosquito-borne disease with a devastating global impact. Plasmodium vivax is a major cause of human malaria beyond sub-Saharan Africa. Relapsing infections, driven by a reservoir of liver-stage parasites known as hypnozoites, present unique challenges for the control of P. vivax malaria. Following indeterminate dormancy periods, hypnozoites may activate to trigger relapses. Clearance of the hypnozoite reservoir through drug treatment (radical cure) has been proposed as a potential tool for the elimination of P. vivax malaria. Here, we introduce a stochastic, within-host model to jointly characterise hypnozoite and infection dynamics for an individual in a general transmission setting, allowing for radical cure. We begin by extending an existing activation-clearance model for a single hypnozoite, adapted to both short- and long-latency strains, to include drug treatment. We then embed this activation-clearance model in an epidemiological framework accounting for repeated mosquito inoculation and the administration of radical cure. By constructing an open network of infinite server queues, we derive analytic expressions for several quantities of epidemiological significance, including the size of the hypnozoite reservoir; the relapse rate; the relative contribution of relapses to the infection burden; the distribution of multiple infections; the cumulative number of recurrences over time, and the time to first recurrence following drug treatment. We derive from first principles the functional dependence between within-host and transmission parameters and patterns of blood- and liver-stage infection, whilst allowing for treatment under a mass drug administration regime. To yield population-level insights, our analytic within-host distributions can be embedded in multiscale models. Our work thus contributes to the epidemiological understanding of the effects of radical cure on P. vivax malaria.

摘要

疟疾是一种由蚊子传播的疾病,对全球造成了破坏性的影响。间日疟原虫是撒哈拉以南非洲以外人类疟疾的主要原因。由休眠期寄生虫(即休眠子)组成的储存库引起的复发感染,给控制间日疟原虫疟疾带来了独特的挑战。休眠子可能在不确定的休眠期后激活,引发复发。通过药物治疗(根治)清除休眠子储存库,已被提议作为消除间日疟原虫疟疾的潜在工具。在这里,我们引入了一个随机的、宿主内模型,用于在一般传播环境中联合描述个体的休眠子和感染动力学,同时允许根治。我们首先扩展了现有的单个休眠子激活-清除模型,使其适应短潜伏期和长潜伏期株,并纳入药物治疗。然后,我们将这个激活-清除模型嵌入一个流行病学框架中,该框架考虑了反复蚊虫接种和根治的管理。通过构建一个无限服务器队列的开放网络,我们推导出了几个具有流行病学意义的数量的解析表达式,包括休眠子储存库的大小;复发率;复发对感染负担的相对贡献;多次感染的分布;随时间推移的复发累积次数,以及根治后首次复发的时间。我们从第一原理推导出了宿主内和传播参数之间的功能依赖性,以及血液和肝脏阶段感染的模式,同时允许在大规模药物管理方案下进行治疗。为了产生群体水平的见解,我们的解析宿主内分布可以嵌入多尺度模型中。因此,我们的工作为理解根治对间日疟原虫疟疾的影响提供了流行病学方面的认识。

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