用分区框架对猴痘传播进行建模,以评估检测、隔离和公众意识策略。

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Akindele Akano Onifade, Oluwaseun Adenike Akindele, Irfan Ahmad, Muhammad Altaf Khan, Nurulfiza Mat Isa, Ebraheem Alzahrani
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引用次数: 0

摘要

猴痘是一种影响人类和非人类灵长类动物的病毒性传染病,已构成重大的公共卫生挑战,特别是考虑到最近的全球疫情。本研究建立了一个确定性数学模型来分析m痘的传播动态,重点关注自我隔离、检测和公众意识对减轻病毒传播的影响。该模型使用来自美国的发病率数据进行校准,并采用非线性最小二乘拟合方法准确反映观测到的流行趋势。分析确定了影响麻疹传播的关键参数,包括人与人之间和哺乳动物人与人之间的传播概率,以及提高公众认识运动的有效性。对模型的稳定性分析表明,当基本繁殖数[公式:见文]小于1时,表明疾病消除,无mpox平衡为局部渐近稳定(LAS)。相反,当[公式:见文本]出现稳定的地方病平衡时,如果控制措施没有得到充分实施,就有可能出现持续传播。敏感性分析表明,传播率、公众意识水平和隔离率等因素对疾病的传播有重大影响,从而为哪些干预措施可能最有效提供了见解。数值模拟显示了有针对性策略的潜力,表明即使部分遵守隔离和公众意识策略也可以显著减少新感染。结合有效隔离、扩大检测和有针对性的提高认识运动的综合方法对于管理痘暴发至关重要。这一方法为公共卫生战略提供了宝贵的指导,支持设计干预措施,防止痘的传播,并确保更好地防范未来的疫情。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Modeling monkeypox transmission with a compartmental framework to evaluate testing, isolation and public awareness strategies.

Modeling monkeypox transmission with a compartmental framework to evaluate testing, isolation and public awareness strategies.

Modeling monkeypox transmission with a compartmental framework to evaluate testing, isolation and public awareness strategies.

Modeling monkeypox transmission with a compartmental framework to evaluate testing, isolation and public awareness strategies.

Monkeypox (mpox), a viral infectious disease affecting both humans and non-human primates, has posed significant public health challenges, particularly in light of recent global outbreaks. This study develops a deterministic mathematical model to analyze the transmission dynamics of mpox, with a focus on the effects of self-isolation, testing, and public awareness in mitigating the spread of the virus. The model is calibrated using incidence data from the United States and employs a nonlinear least squares fitting method to reflect the observed epidemic trends accurately. The analysis identifies key parameters influencing the spread of mpox, including the transmission probabilities between human to human and mammal to human, as well as the effectiveness of public awareness campaigns. Stability analysis of the model reveals that the mpox-free equilibrium is locally asymptotically stable (LAS) when the basic reproduction number [Formula: see text] is less than 1, indicating disease elimination. Conversely, when [Formula: see text], the presence of a stable endemic equilibrium suggests the potential for sustained transmission if control measures are not adequately implemented. Sensitivity analysis reveals that factors like transmission rates, public awareness levels, and isolation rates significantly impact the disease's spread, providing insights into which interventions may be most effective. Numerical simulations demonstrate the potential of targeted strategies, showing that even partial adherence to isolation and public awareness strategies can significantly reduce new infections. A comprehensive approach combining effective isolation, expanded testing, and targeted awareness campaigns is crucial in managing mpox outbreaks. This approach provides valuable guidance for public health strategies, supporting the design of interventions that can prevent the spread of mpox and ensure better preparedness for future outbreaks.

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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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