Modelling Lassa virus dynamics in West African Mastomys natalensis and the impact of human activities.

IF 3.7 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Journal of The Royal Society Interface Pub Date : 2024-07-01 Epub Date: 2024-07-24 DOI:10.1098/rsif.2024.0106
Reju Sam John, Hammed Olawale Fatoyinbo, David T S Hayman
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Abstract

Lassa fever is a West African rodent-borne viral haemorrhagic fever that kills thousands of people a year, with 100 000 to 300 000 people a year probably infected by Lassa virus (LASV). The main reservoir of LASV is the Natal multimammate mouse, Mastomys natalensis. There is reported asynchrony between peak infection in the rodent population and peak Lassa fever risk among people, probably owing to differing seasonal contact rates. Here, we developed a susceptible-infected-recovered ([Formula: see text])-based model of LASV dynamics in its rodent host, M. natalensis, with a persistently infected class and seasonal birthing to test the impact of changes to seasonal birthing in the future owing to climate and land use change. Our simulations suggest shifting rodent birthing timing and synchrony will alter the peak of viral prevalence, changing risk to people, with viral dynamics mainly stable in adults and varying in the young, but with more infected individuals. We calculate the time-average basic reproductive number, [Formula: see text], for this infectious disease system with periodic changes to population sizes owing to birthing using a time-average method and with a sensitivity analysis show four key parameters: carrying capacity, adult mortality, the transmission parameter among adults and additional disease-induced mortality impact the maintenance of LASV in M. natalensis most, with carrying capacity and adult mortality potentially changeable owing to human activities and interventions.

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拉沙病毒在西非蝠鲼中的动态模型及人类活动的影响。
拉沙热是一种西非啮齿类动物传播的病毒性出血热,每年造成数千人死亡,每年可能有 10 万至 30 万人感染拉沙病毒(LASV)。拉沙病毒的主要携带者是纳塔尔多瘤鼠 Mastomys natalensis。据报道,啮齿动物的感染高峰与人类的拉沙热风险高峰并不同步,这可能是由于季节性接触率不同造成的。在这里,我们建立了一个基于易感-感染-恢复([公式:见正文])的拉沙病毒在其啮齿类宿主纳塔尔鼠中的动态模型,该模型具有持续感染等级和季节性繁殖,以测试未来由于气候和土地利用变化而导致的季节性繁殖变化的影响。我们的模拟结果表明,啮齿动物分娩时间和同步性的改变将改变病毒流行的高峰期,从而改变人类面临的风险,成年啮齿动物的病毒动态将主要保持稳定,幼年啮齿动物的病毒动态将有所变化,但受感染的个体数量会增加。我们使用时间平均法计算了这一传染病系统的时间平均基本繁殖数[公式:见正文],该系统的种群数量会因分娩而发生周期性变化,敏感性分析表明,四个关键参数:承载能力、成鼠死亡率、成鼠间传播参数和疾病引起的额外死亡率对纳塔尔啮齿动物中LASV的维持影响最大,而承载能力和成鼠死亡率可能会因人类活动和干预措施而发生变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of The Royal Society Interface
Journal of The Royal Society Interface 综合性期刊-综合性期刊
CiteScore
7.10
自引率
2.60%
发文量
234
审稿时长
2.5 months
期刊介绍: J. R. Soc. Interface welcomes articles of high quality research at the interface of the physical and life sciences. It provides a high-quality forum to publish rapidly and interact across this boundary in two main ways: J. R. Soc. Interface publishes research applying chemistry, engineering, materials science, mathematics and physics to the biological and medical sciences; it also highlights discoveries in the life sciences of relevance to the physical sciences. Both sides of the interface are considered equally and it is one of the only journals to cover this exciting new territory. J. R. Soc. Interface welcomes contributions on a diverse range of topics, including but not limited to; biocomplexity, bioengineering, bioinformatics, biomaterials, biomechanics, bionanoscience, biophysics, chemical biology, computer science (as applied to the life sciences), medical physics, synthetic biology, systems biology, theoretical biology and tissue engineering.
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