弯曲杆菌病动力学建模:受污染动物产品和环境净化干预措施的影响

IF 3.3 Q2 MULTIDISCIPLINARY SCIENCES
Herman Trazias , Eva Lusekelo , Kasim Sakran Abass
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引用次数: 0

摘要

弯曲杆菌病每年在全球造成约5亿病例。在全球范围内,人类弯曲杆菌感染和受污染的动物产品估计每年分别造成86亿美元和126亿美元的损失。这种疾病通过食用受污染的食物和水、舔不卫生的手以及与受感染的宿主接触而传播。随着全球对肉类和牛奶等动物产品的需求持续增长,弯曲杆菌病通过这些产品的传播已成为一个关键问题。本研究旨在利用数学建模和分析技术来量化受污染的动物产品和环境净化干预措施对宿主种群弯曲杆菌病动态的影响。提出了以人、牛种群和污染畜产品为对象的常微分方程组的数学模型。采用新一代矩阵法计算描述疾病持续和灭绝的有效繁殖数R。利用李雅普诺夫稳定性理论研究了平衡态的全局稳定性。采用拉丁超立方抽样和偏秩相关系数方法对模型参数的不确定性和敏感性进行了检验。模型拟合和参数估计使用最小二乘法与欧盟2017年至2020年1月至8月的人类病例一起进行。分析表明,当R>;1和R>;1时,无病平衡点和地方病平衡点是全局渐近稳定的。数值结果表明,受污染动物产品的摄食率、空肠弯曲杆菌细菌的脱落率和自然复制率与R成正比,而环境清洁度和空肠弯曲杆菌细菌的腐烂率与R成反比。为了减少受污染动物产品的影响,本研究提出了降低脱落率、杀灭细菌、给受感染的宿主接种疫苗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modelling campylobacteriosis dynamics: Impacts of contaminated animal products and environmental decontamination interventions
Campylobacteriosis is responsible for approximately 500 million cases of illness globally each year. Globally, human campylobacteriosis infections and contaminated animal products cause an estimated loss of 8.6 and 12.6 billion US dollars annually, respectively. The disease is transmitted through consumption of contaminated foods and water, licking unsanitary hands and contact with infected hosts. As global demand for animal products like meat and milk continues to grow, the transmission of campylobacteriosis through these products has become a critical concern. This study aims at utilising mathematical modelling and analysis techniques to quantify the effects of contaminated animal products and environmental decontamination interventions on campylobacteriosis dynamics in host populations. A mathematical model as a system of ordinary differential equations is proposed with human and cattle populations and contaminated animal products. The next-generation matrix method is applied to compute the effective reproduction number R that describes disease persistence and extinction. The global stability of equilibria states is examined using the Lyapunov stability theory. The uncertainty and sensitivity of model parameters are examined using the Latin Hypercube Sampling and Partial Rank Correlation Coefficient methods. Model fitting and parameter estimations are performed using the least squares method alongside the human cases from January to August for the years 2017 to 2020 in the EU. The analysis indicates that the disease-free and endemic equilibria are globally asymptotically stable whenever R<1 and R>1, respectively. The numerical results show that the ingestion rates of contaminated animal products, shedding rates and the natural replication rates of Campylobacter jejuni bacteria are directly proportional to R, while the environmental cleanliness and the decay rate of Campylobacter jejuni bacteria are inversely proportional to R. In order to reduce the impact of contaminated animal products, the study recommends a couple of strategies for reducing shedding rates, killing bacteria, and vaccinating infected hosts.
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来源期刊
Scientific African
Scientific African Multidisciplinary-Multidisciplinary
CiteScore
5.60
自引率
3.40%
发文量
332
审稿时长
10 weeks
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