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针对 MERS-CoV 在沙特阿拉伯人与人、人与骆驼之间传播的控制策略的数学评估。

Mathematical assessment of control strategies against the spread of MERS-CoV in humans and camels in Saudi Arabia.

机构信息

Department of Mathematics, Faculty of Science, University of Tabuk, Tabuk 71491, Saudi Arabia.

Biodiversity Genomics Unit, Faculty of Science, University of Tabuk, Tabuk 71491, Saudi Arabia.

出版信息

Math Biosci Eng. 2024 Jul 1;21(7):6425-6470. doi: 10.3934/mbe.2024281.

Abstract

A new mathematical model for the transmission dynamics and control of the Middle Eastern respiratory syndrome (MERS), a respiratory virus caused by MERS-CoV (and primarily spread to humans by dromedary camels) that first emerged out of the Kingdom of Saudi Arabia (KSA) in 2012, was designed and used to study the transmission dynamics of the disease in a human-camel population within the KSA. Rigorous analysis of the model, which was fitted and cross-validated using the observed MERS-CoV data for the KSA, showed that its disease-free equilibrium was locally asymptotically stable whenever its reproduction number (denoted by $ {\mathbb R}{0M} $) was less than unity. Using the fixed and estimated parameters of the model, the value of $ {\mathbb R}{0M} $ for the KSA was estimated to be 0.84, suggesting that the prospects for MERS-CoV elimination are highly promising. The model was extended to allow for the assessment of public health intervention strategies, notably the potential use of vaccines for both humans and camels and the use of face masks by humans in public or when in close proximity with camels. Simulations of the extended model showed that the use of the face mask by humans who come in close proximity with camels, as a sole public health intervention strategy, significantly reduced human-to-camel and camel-to-human transmission of the disease, and this reduction depends on the efficacy and coverage of the mask type used in the community. For instance, if surgical masks are prioritized, the disease can be eliminated in both the human and camel population if at least 45% of individuals who have close contact with camels wear them consistently. The simulations further showed that while vaccinating humans as a sole intervention strategy only had marginal impact in reducing the disease burden in the human population, an intervention strategy based on vaccinating camels only resulted in a significant reduction in the disease burden in camels (and, consequently, in humans as well). Thus, this study suggests that attention should be focused on effectively combating the disease in the camel population, rather than in the human population. Furthermore, the extended model was used to simulate a hybrid strategy, which combined vaccination of both humans and camels as well as the use of face masks by humans. This simulation showed a marked reduction of the disease burden in both humans and camels, with an increasing effectiveness level of this intervention, in comparison to the baseline scenario or any of the aforementioned sole vaccination scenarios. In summary, this study showed that the prospect of the elimination of MERS-CoV-2 in the Kingdom of Saudi Arabia is promising using pharmaceutical (vaccination) and nonpharmaceutical (mask) intervention strategies, implemented in isolation or (preferably) in combination, that are focused on reducing the disease burden in the camel population.

摘要

一个新的中东呼吸综合征(MERS)传播动力学和控制的数学模型,这是一种由 MERS-CoV 引起的呼吸道病毒(主要通过单峰骆驼传播给人类),于 2012 年首次在沙特阿拉伯王国(KSA)出现,该模型旨在研究 KSA 内人类-骆驼种群中的疾病传播动力学。对该模型的严格分析表明,只要其繁殖数(表示为$ {\mathbb R}{0M} $)小于 1,其无病平衡点在局部上是渐近稳定的。利用 KSA 的 MERS-CoV 观测数据对模型进行拟合和交叉验证,估计 KSA 的$ {\mathbb R}{0M} $值为 0.84,表明消除 MERS-CoV 的前景非常乐观。该模型扩展到允许评估公共卫生干预策略,特别是人类和骆驼使用疫苗以及人类在公共场合或与骆驼近距离接触时使用口罩的潜在用途。扩展模型的模拟表明,人类在与骆驼近距离接触时使用口罩作为唯一的公共卫生干预策略,显著降低了疾病在人与骆驼之间以及骆驼与人之间的传播,这种减少取决于社区中使用口罩的类型的有效性和覆盖率。例如,如果优先使用手术口罩,如果与骆驼密切接触的至少 45%的个人始终佩戴口罩,则可以在人类和骆驼种群中消除该疾病。模拟进一步表明,作为唯一的干预策略,接种人类疫苗仅对减轻人类人群的疾病负担有微小影响,而仅针对骆驼接种疫苗的干预策略则导致骆驼的疾病负担显著降低(因此,人类也是如此)。因此,这项研究表明,应将注意力集中在有效控制骆驼种群中的疾病上,而不是人类种群。此外,扩展模型用于模拟一种混合策略,该策略结合了人类和骆驼的疫苗接种以及人类使用口罩。与基线情景或任何上述单一疫苗接种情景相比,这种模拟显示了人类和骆驼疾病负担的显著减少,并且这种干预措施的有效性水平也在提高。总之,本研究表明,通过实施药物(疫苗)和非药物(口罩)干预策略,单独或(最好)组合使用,集中降低骆驼种群的疾病负担,在沙特阿拉伯王国消除 MERS-CoV-2 的前景是有希望的。

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