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模拟家畜短期迁移对布鲁氏菌病传播动态的影响。

Modeling the impact of short-term displacement of domestic animals on the transmission dynamics of brucellosis.

作者信息

Msuya Rehema, Mirau Silas, Nyerere Nkuba, Mbalawata Isambi

机构信息

School of Computational and Communication Science and Engineering, Nelson Mandela African Institution of Science and Technology (NM-AIST), P.O. Box 447, Arusha, Tanzania.

Department of Mathematics and Statistics, Sokoine University of Agriculture (SUA), P.O.Box 3024, Morogoro, Tanzania.

出版信息

Heliyon. 2024 Nov 9;10(22):e40255. doi: 10.1016/j.heliyon.2024.e40255. eCollection 2024 Nov 30.

DOI:10.1016/j.heliyon.2024.e40255
PMID:39687470
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11647770/
Abstract

Brucellosis, a prevalent zoonotic disease caused by bacteria from the genus , presents a substantial public health and economic challenges worldwide. In this paper, we formulate a two-patch deterministic model to investigate the impact of short-term displacement of domestic animals on the transmission dynamics of brucellosis within and between patches with heterogeneous risk of infection. The model analysis is performed, and the basic reproduction number is computed and used in the stability analysis of equilibria. A global sensitivity analysis is performed using Latin Hypercube Sampling (LHS) approach to check the impact of model parameters over a period of time. Numerical simulation results indicate that the increase in time spent by domestic animals in high-risk areas, such as communal grazing areas or wildlife interfaces, significantly increases the spread of infections. This underscores the importance of considering short-term animal movements to communal grazing areas and water points in brucellosis management strategies. It equips policymakers and stakeholders with actionable insights to combat the burden of the disease.

摘要

布鲁氏菌病是一种由布鲁氏菌属细菌引起的常见人畜共患病,在全球范围内对公共卫生和经济构成了重大挑战。在本文中,我们构建了一个双斑块确定性模型,以研究家畜短期迁移对感染风险各异的斑块内部和斑块之间布鲁氏菌病传播动态的影响。我们进行了模型分析,计算了基本再生数,并将其用于平衡点的稳定性分析。使用拉丁超立方抽样(LHS)方法进行了全局敏感性分析,以检验一段时间内模型参数的影响。数值模拟结果表明,家畜在高风险区域(如公共放牧区或野生动物接触区域)停留时间的增加,显著加剧了感染的传播。这凸显了在布鲁氏菌病管理策略中考虑家畜向公共放牧区和饮水点的短期移动的重要性。它为政策制定者和利益相关者提供了应对该疾病负担的可行见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74e6/11647770/4c8c6db4f89c/gr006.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74e6/11647770/4c8c6db4f89c/gr006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74e6/11647770/aa325257f183/gr001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74e6/11647770/c79f1202f461/gr002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74e6/11647770/434c12b668a7/gr003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74e6/11647770/1875f99f66ae/gr004.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74e6/11647770/4c8c6db4f89c/gr006.jpg

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Long-term effects of non-pharmaceutical interventions on total disease burden in parsimonious epidemiological models.简约流行病学模型中非药物干预对总疾病负担的长期影响。
J Theor Biol. 2024 Jun 21;587:111817. doi: 10.1016/j.jtbi.2024.111817. Epub 2024 Apr 9.
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Sensitivity analysis and parameters estimation for the transmission of lymphatic filariasis.
淋巴丝虫病传播的敏感性分析与参数估计
Heliyon. 2023 Sep 17;9(9):e20066. doi: 10.1016/j.heliyon.2023.e20066. eCollection 2023 Sep.
4
Prevalence of brucellosis in livestock keepers and domestic ruminants in Baringo County, Kenya.肯尼亚巴林戈县家畜饲养者和家养反刍动物中的布鲁氏菌病患病率。
PLOS Glob Public Health. 2022 Aug 15;2(8):e0000682. doi: 10.1371/journal.pgph.0000682. eCollection 2022.
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Modeling cryptosporidiosis in humans and cattle: Deterministic and stochastic approaches.人类和牛隐孢子虫病建模:确定性和随机方法。
Parasite Epidemiol Control. 2023 Feb 25;21:e00293. doi: 10.1016/j.parepi.2023.e00293. eCollection 2023 May.
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Brucellosis in Humans and Animals in Kyrgyzstan.吉尔吉斯斯坦人畜布鲁氏菌病
Microorganisms. 2022 Jun 25;10(7):1293. doi: 10.3390/microorganisms10071293.
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Transmission dynamics of brucellosis with patch model: Shanxi and Hebei Provinces as cases.布氏杆菌病的斑块模型传播动力学:以山西和河北为例。
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Bovine Brucellosis: Epidemiology, Public Health Implications, and Status of Brucellosis in Ethiopia.牛布鲁氏菌病:埃塞俄比亚布鲁氏菌病的流行病学、对公共卫生的影响及现状
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