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Dynamic analysis of human papillomavirus transmission model under vaccine intervention: a case study of cervical cancer patients from Hungary 疫苗干预下人类乳头瘤病毒传播模型的动态分析:匈牙利宫颈癌患者案例研究
IF 4.1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-09-19 DOI: 10.1186/s13662-024-03838-z
Chunya Liu, Hua Liu, Xinjie Zhu, Xiaofen Lin, Qibin Zhang, Yumei Wei

Nearly 80% of women are estimated to have at least one HPV infection from high-risk types. Although the majority can clear the infection through their immune system, some are at risk for cervical cancer. Persistent high-risk HPV infections are the leading cause of cervical cancer worldwide. This paper proposes a mathematical model that examines the effects of HPV transmission on cervical cancer patients under vaccine intervention. The model’s fundamental properties are investigated, including the stability of equilibrium points and the existence of forward bifurcations. Subsequently, based on cervical cancer patient data collected from Hungary between 2000 and 2020, the model’s optimal parameter values are identified using a nonlinear least squares method. Further, we perform a sensitivity analysis of the key cervical cancer progression parameters. Our results indicate that both direct HPV vaccination in susceptible populations and additional vaccination in individuals who have recovered can improve immune responses and reduce the risk of cervical cancer. In addition, the study of the effects of intervention measures on cervical cancer patients in Hungary from 2000 to 2030 reveals that reducing the contact rate is conducive in the short term to curbing the development of cervical cancer; however, in the long term, relying solely on this measure is not sufficient to lead to a significant decrease in the number of cervical cancer cases.

据估计,近 80% 的女性至少感染过一次高危型人乳头瘤病毒。虽然大多数人可以通过免疫系统清除感染,但仍有一些人面临罹患宫颈癌的风险。高危 HPV 持续感染是全球宫颈癌的主要病因。本文提出了一个数学模型,研究疫苗干预下 HPV 传播对宫颈癌患者的影响。本文研究了该模型的基本特性,包括平衡点的稳定性和正向分叉的存在性。随后,根据 2000 年至 2020 年期间从匈牙利收集的宫颈癌患者数据,使用非线性最小二乘法确定了模型的最佳参数值。此外,我们还对关键的宫颈癌进展参数进行了敏感性分析。我们的研究结果表明,在易感人群中直接接种人乳头瘤病毒疫苗和在已康复人群中额外接种疫苗都能提高免疫反应,降低宫颈癌风险。此外,对 2000 年至 2030 年匈牙利宫颈癌患者干预措施效果的研究表明,降低接触率在短期内有利于遏制宫颈癌的发展;但从长远来看,仅靠这一措施不足以导致宫颈癌病例数量的显著下降。
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引用次数: 0
Dynamic analysis and optimal control of a mosquito-borne infectious disease model under the influence of biodiversity dilution effect 生物多样性稀释效应影响下蚊媒传染病模型的动态分析和优化控制
IF 4.1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-09-09 DOI: 10.1186/s13662-024-03824-5
Zongmin Yue, Yingpan Zhang

In this paper, biodiversity and a saturation treatment rate are introduced into a type of mosquito-borne infectious disease model with an incubation time delay. Through the dynamical analysis of the model, conditions for the existence and stability of disease-free and endemic equilibria are determined. The basic reproduction number of the model is calculated, and the condition for the existence of backward bifurcation is outlined. The study finds that under the dual influence of biodiversity and saturation treatment, the threshold characteristic of the basic reproduction number becomes invalidated. When (R_{0}) is less than 1, the model may exhibit four equilibrium states, with both the disease-free equilibrium and the endemic equilibrium being locally stable. In this scenario, whether the virus will become extinct depends on the initial conditions. The study also finds that when the basic reproduction number (R_{0}) is greater than 1, the stability of the model is influenced by the time delay, with Hopf bifurcation occurring at a specific time delay. In addition, another novel contribution of this paper is the formulation of an optimal control problem that takes into account the minimization of damage caused by humans to biodiversity. Based on the Pontryagin’s maximum principle, the specific characteristics of the optimal control measures are given, and the optimal strategy is derived by comparing five groups of control strategies. The optimal control results highlight the synergistic effect of multiple control measures with biodiversity. Under optimal control, a significant complementary effect between medical inputs and the dilution effect of biodiversity is evident. The findings imply that maintaining high biodiversity levels can decrease the demand for medical resources in mosquito-borne disease control efforts.

本文将生物多样性和饱和治疗率引入一种具有潜伏时间延迟的蚊媒传染病模型。通过对模型的动力学分析,确定了无病均衡和地方病均衡的存在条件和稳定性。计算了模型的基本繁殖数,概述了反向分叉的存在条件。研究发现,在生物多样性和饱和处理的双重影响下,基本繁殖数的阈值特征失效。当 (R_{0}) 小于 1 时,模型可能呈现四种平衡状态,其中无病平衡和流行平衡都是局部稳定的。在这种情况下,病毒是否会灭绝取决于初始条件。研究还发现,当基本繁殖数 (R_{0})大于 1 时,模型的稳定性受时间延迟的影响,在特定的时间延迟处会出现霍普夫分岔。此外,本文的另一个新贡献是提出了一个最优控制问题,该问题考虑到了人类对生物多样性造成的破坏最小化。根据庞特里亚金最大原则,给出了最优控制措施的具体特征,并通过比较五组控制策略得出了最优策略。最优控制结果凸显了多种控制措施与生物多样性的协同效应。在最优控制下,医疗投入与生物多样性稀释效应之间的互补效应十分明显。研究结果表明,保持较高的生物多样性水平可以减少蚊媒疾病控制工作对医疗资源的需求。
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引用次数: 0
A new paradigm for scattering theory of linear and nonlinear waves: review and open problems 线性波和非线性波散射理论的新范式:回顾与开放问题
IF 4.1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-09-06 DOI: 10.1186/s13662-024-03831-6
Avy Soffer

I present a review of the recent advancements in scattering theory, which provides a unified approach to studying dispersive and hyperbolic equations with general interaction terms and data. These equations encompass time-dependent potentials, as well as NLS, NLKG, and NLW equations. Additionally, I discuss a series of open problems along with their significance and potential future applications in scattering and inverse scattering.

我将对散射理论的最新进展进行回顾,该理论提供了一种统一的方法来研究具有一般相互作用项和数据的色散方程和双曲方程。这些方程包括随时间变化的势,以及 NLS、NLKG 和 NLW 方程。此外,我还讨论了一系列悬而未决的问题,以及它们在散射和反散射中的意义和未来潜在应用。
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引用次数: 0
The Euler-Lagrange equations of nabla derivatives for variational approach to optimization problems on time scales 用于时间尺度优化问题变分法的纳布拉导数欧拉-拉格朗日方程
IF 4.1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-09-03 DOI: 10.1186/s13662-024-03832-5
Jie Bai, Zhijun Zeng

This paper investigates the variational approach using nabla (denoted as ∇) within the framework of time scales. By employing two different methods, we derive the Euler-Lagrange equations for first-order variational approach to optimization problems involving exponential functions, as well as for those with both exponential functions and their ∇-derivatives. To establish the high-order variational approach to optimization problem, we present the Leibniz Formula for ∇-derivatives along with its proof. Additionally, we determine the high-order variational approach to optimization problem incorporating ∇-derivatives of exponential functions. Through these analyses, we aim to contribute to the understanding and application of the variational calculus on time scales, offering insights into the behavior of dynamic systems governed by exponential functions and their derivatives.

本文研究了时间尺度框架内使用 nabla(表示为 ∇)的变分法。通过采用两种不同的方法,我们推导出了涉及指数函数的一阶变分法优化问题的欧拉-拉格朗日方程,以及同时涉及指数函数及其∇-衍生物的优化问题的欧拉-拉格朗日方程。为了建立优化问题的高阶变分法,我们提出了∇-导数的莱布尼兹公式及其证明。此外,我们还确定了包含指数函数∇-衍生的优化问题的高阶变分法。通过这些分析,我们旨在促进对时间尺度上的变分法的理解和应用,为受指数函数及其导数支配的动态系统的行为提供见解。
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引用次数: 0
Modeling the co-circulation of influenza and COVID-19 in Hong Kong, China 中国香港的流感和 COVID-19 共同传播模型
IF 4.1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-09-02 DOI: 10.1186/s13662-024-03830-7
Li Wen, Yi Yin, Qiong Li, Zhihang Peng, Daihai He

Background

After abandoning the zero-case strategy for COVID-19 in December 2022 in mainland China, the Hong Kong Special Administrative Region of China (HKSAR) has undergone an anticipated surge of the prevalence of COVID-19, as well as other influenzas, such as influenza A/H1N1, influenza A/H3N2, and influenza B as well. Noteworthy, people are usually concerned about the mutual influences between two families of respiratory viruses, like co-circulation or co-infection.

Methods

We fitted a unified model to weekly reported severe COVID-19 cases and the confirmed influenza A laboratory cases in HKSAR, respectively, using the R package POMP to obtain the best fitting and parameter estimates. The reconstructed transmission rates of the COVID-19 (/influenza A) versus the weekly reported influenza A (/COVID-19) confirmations between April 2022 and April 2024 were also compared.

Results

Our numerical results suggest that influenza confirmations remained either at a very low level or were absent before 2023, while starting from 2023, the influenza epidemic re-emerged as expected because of the resumption of international travels and other social communications. Besides, the peak of influenza cases in April 2023 favored the form of the peak of COVID-19 between May–June, 2023.

Additionally, during the sudden abolishment of the zero-case policy in mainland China (December 2022 to January 2023), we estimated that there were approximately 381 cases imported from mainland China into HKSAR.

Conclusions

We estimated the potential number of imported COVID-19 severe cases from mainland China to Hong Kong and revealed some potential population-level interference between the two families of respiratory viruses.

背景自2022年12月中国内地放弃COVID-19零病例策略后,中国香港特别行政区(香港特别行政区)的COVID-19以及其他流感如甲型H1N1流感、甲型H3N2流感和乙型流感的流行率预计将激增。方法 我们利用R软件包POMP分别对香港特别行政区每周报告的COVID-19重症病例和甲型流感实验室确诊病例进行统一模型拟合,以获得最佳拟合和参数估计。结果我们的数值结果表明,在2023年之前,流感确诊病例维持在一个非常低的水平或没有出现,而从2023年开始,由于国际旅行和其他社会交流的恢复,流感疫情如预期般重新出现。此外,在中国大陆突然取消零病例政策期间(2022 年 12 月至 2023 年 1 月),我们估计约有 381 个病例从中国大陆输入香港特别行政区。
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引用次数: 0
Global dynamic analyzes of the discrete SIS models with application to daily reported cases 将离散 SIS 模型的全球动态分析应用于每日报告的案例
IF 4.1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-27 DOI: 10.1186/s13662-024-03829-0
Jiaojiao Wang, Qianqian Zhang, Sanyi Tang

Emerging infectious diseases, such as COVID-19, manifest in outbreaks of varying magnitudes. For large-scale epidemics, continuous models are often employed for forecasting, while discrete models are preferred for smaller outbreaks. We propose a discrete susceptible-infected-susceptible model that integrates interaction between parasitism and hosts, as well as saturation recovery mechanisms, and undertake a thorough theoretical and numerical exploration of this model. Theoretically, the model incorporating nonlinear recovery demonstrates complex behavior, including backward bifurcations and the coexistence of dual equilibria. And the sufficient conditions that guarantee the global asymptotic stability of a disease-free equilibrium have been obtained. Considering the challenges posed by saturation recovery in theoretical analysis, we then consider the case of linear recovery. Bifurcation analysis for of the linear recovery model displays a variety of bifurcations at the endemic equilibrium, such as transcritical, flip, and Neimark–Sacker bifurcations. Numerical simulations reveal complex dynamic behavior, including backward and fold bifurcations, periodic windows, period-doubling cascades, and multistability. Moreover, the proposed model could be used to fit the daily COVID-19 reported cases for various regions, not only revealing the significant advantages of discrete models in fitting, evaluating, and predicting small-scale epidemics, but also playing an important role in evaluating the effectiveness of prevention and control strategies. Furthermore, sensitivity analyses for the key parameters underscore their significant impact on the effective reproduction number during the initial months of an outbreak, advocating for better medical resource allocation and the enforcement of social distancing measures to curb disease transmission.

COVID-19 等新发传染病会爆发不同规模的疫情。对于大规模疫情,通常采用连续模型进行预测,而对于较小规模的疫情,则首选离散模型。我们提出了一个离散的易感-感染-易感模型,该模型整合了寄生虫与宿主之间的相互作用以及饱和恢复机制,并对该模型进行了深入的理论和数值探索。从理论上讲,包含非线性恢复的模型表现出复杂的行为,包括向后分叉和双重均衡的共存。研究还获得了保证无病平衡的全局渐进稳定性的充分条件。考虑到饱和恢复给理论分析带来的挑战,我们接着考虑了线性恢复的情况。对线性恢复模型的分岔分析表明,在地方病平衡点存在多种分岔,如跨临界分岔、翻转分岔和 Neimark-Sacker 分岔。数值模拟显示了复杂的动态行为,包括后向和折叠分岔、周期窗口、周期加倍级联和多稳定性。此外,所提出的模型可用于拟合各地区每日报告的 COVID-19 病例,不仅揭示了离散模型在拟合、评估和预测小规模流行病方面的显著优势,而且在评估防控策略的有效性方面也发挥了重要作用。此外,对关键参数进行的敏感性分析强调了这些参数对疫情爆发最初几个月的有效繁殖数量的重要影响,从而提倡更好地分配医疗资源和实施社会隔离措施以遏制疾病传播。
{"title":"Global dynamic analyzes of the discrete SIS models with application to daily reported cases","authors":"Jiaojiao Wang, Qianqian Zhang, Sanyi Tang","doi":"10.1186/s13662-024-03829-0","DOIUrl":"https://doi.org/10.1186/s13662-024-03829-0","url":null,"abstract":"<p>Emerging infectious diseases, such as COVID-19, manifest in outbreaks of varying magnitudes. For large-scale epidemics, continuous models are often employed for forecasting, while discrete models are preferred for smaller outbreaks. We propose a discrete susceptible-infected-susceptible model that integrates interaction between parasitism and hosts, as well as saturation recovery mechanisms, and undertake a thorough theoretical and numerical exploration of this model. Theoretically, the model incorporating nonlinear recovery demonstrates complex behavior, including backward bifurcations and the coexistence of dual equilibria. And the sufficient conditions that guarantee the global asymptotic stability of a disease-free equilibrium have been obtained. Considering the challenges posed by saturation recovery in theoretical analysis, we then consider the case of linear recovery. Bifurcation analysis for of the linear recovery model displays a variety of bifurcations at the endemic equilibrium, such as transcritical, flip, and Neimark–Sacker bifurcations. Numerical simulations reveal complex dynamic behavior, including backward and fold bifurcations, periodic windows, period-doubling cascades, and multistability. Moreover, the proposed model could be used to fit the daily COVID-19 reported cases for various regions, not only revealing the significant advantages of discrete models in fitting, evaluating, and predicting small-scale epidemics, but also playing an important role in evaluating the effectiveness of prevention and control strategies. Furthermore, sensitivity analyses for the key parameters underscore their significant impact on the effective reproduction number during the initial months of an outbreak, advocating for better medical resource allocation and the enforcement of social distancing measures to curb disease transmission.</p>","PeriodicalId":49245,"journal":{"name":"Advances in Difference Equations","volume":null,"pages":null},"PeriodicalIF":4.1,"publicationDate":"2024-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142187624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Complex dynamical properties and chaos control for a discrete modified Leslie-Gower prey-predator system with Holling II functional response 具有霍林 II 功能响应的离散修正莱斯利-高尔捕食-捕猎系统的复杂动力学特性和混沌控制
IF 4.1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-20 DOI: 10.1186/s13662-024-03828-1
Mianjian Ruan, Xianyi Li

In this study, the semi-discretization technique is employed to establish a discrete representation of a modified Leslie-Gower prey-predator system that includes a Holling II type functional response. The dynamics of this model are then analyzed through the application of center manifold theory and bifurcation theory. We present comprehensive results for the local stability of the fixed points across the entire parameter space. Additionally, we provide sufficient conditions for the occurrence of flip bifurcation and Neimark-Sacker bifurcation. Besides, the system has experienced a flip bifurcation to chaos controlled using the method of chaos control, viz., state feedback method, pole placement technique, and hybrid control strategy. Furthermore, we provide specific conditions to ensure that bifurcation and chaos can be stabilized. Finally, numerical simulations are conducted to validate theoretical analysis and illustrate several new complex dynamical behaviors between two species.

本研究采用半离散化技术建立了一个包含霍林 II 型功能响应的修正莱斯利-高尔猎物-捕食者系统的离散表示。然后应用中心流形理论和分岔理论分析了该模型的动力学。我们提出了整个参数空间内定点局部稳定性的综合结果。此外,我们还提供了发生翻转分岔和 Neimark-Sacker 分岔的充分条件。此外,利用混沌控制方法,即状态反馈方法、极点放置技术和混合控制策略,系统经历了翻转分岔到混沌控制。此外,我们还提供了确保分岔和混沌稳定的具体条件。最后,我们进行了数值模拟,以验证理论分析,并说明了两个物种之间的几种新的复杂动力学行为。
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引用次数: 0
Stability criterion of a nonautonomous 3-species ratio-dependent diffusive predator-prey model 非自主三物种比例依赖性扩散捕食者-猎物模型的稳定性标准
IF 4.1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-14 DOI: 10.1186/s13662-024-03827-2
Lili Jia, Changyou Wang

The global stability of a nonautonomous 3-species ratio-dependent diffusive predator-prey model is studied in this paper. Firstly, some easily verifiable sufficient conditions which guarantee the existence of the strictly positive space homogenous periodic solution (SHPS) of the ratio- dependent predator-prey model (RDPPM) with diffusive and variable coefficient are achieved by using a comparison theorem of differential equation and fixed point theorem. At the same time, some new analysis techniques are developed as a byproduct. Secondly, some sufficient conditions ensuring the globally asymptotically stability of the strictly positive SHPS of the diffusive nonautonomous predator-prey model are given by using the method of upper and lower solutions (UALS) for the parabolic partial differential equations and Lyapunov stability theory. In addition, two numerical examples are given to validate the theoretical results obtained in this paper.

本文研究了非自治的 3 种比例依赖性扩散捕食-猎物模型的全局稳定性。首先,利用微分方程比较定理和定点定理,实现了一些易于验证的充分条件,这些条件保证了具有扩散性和可变系数的比依赖捕食者-猎物模型(RDPPM)的严格正空间同源周期解(SHPS)的存在。同时,作为副产品,还发展了一些新的分析技术。其次,利用抛物线偏微分方程的上下解(UALS)方法和 Lyapunov 稳定性理论,给出了确保扩散非自主捕食者-猎物模型的严格正 SHPS 全局渐近稳定的一些充分条件。此外,还给出了两个数值实例来验证本文的理论结果。
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引用次数: 0
Turing instability induced by crossing curves in network-organized system 网络组织系统中交叉曲线引发的图灵不稳定性
IF 4.1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-13 DOI: 10.1186/s13662-024-03826-3
Xi Li, Jianwei Shen, Qianqian Zheng, Linan Guan

Several factors significantly contribute to the onset of infectious diseases, including direct and indirect transmissions and their respective impacts on incubation periods. The intricate interplay of these factors within social networks remains a puzzle yet to be unraveled. In this study, we conduct a stability analysis within a network-organized SIR model incorporating dual delays to explore the influence of direct and indirect incubation periods on disease spread. Additionally, we investigate how compound networks affect the critical incubation period. Our findings reveal several vital insights. First, by examining crossing curves and the dispersion equation, we establish the conditions for Turing instability and delineate the stable regions associated with dual delays. Second, we ascertain that the critical incubation value exhibits an inverse relationship with a network’s eigenvalues, indicating that the Laplacian matrix does not solely dictate periodic behavior in the context of delays. Furthermore, our study elucidates the impact of delays and networks on pattern formation, revealing distinct pattern types across different regions. Specifically, our observations suggest that effectively curtailing the spread of infectious diseases during an outbreak is more achievable when the incubation period for indirect contact is shorter and for direct contact is longer. Namely, our network framework enables regulation of the optimal combination of ((tau _{1},tau _{2})) to mitigate the risk of infectious diseases. In summary, our results offer valuable theoretical insights that can inform strategies for preventing and managing infectious diseases.

传染病的发生有几个重要因素,包括直接和间接传播及其各自对潜伏期的影响。这些因素在社会网络中错综复杂的相互作用仍是一个有待解开的谜题。在本研究中,我们在一个包含双重延迟的网络组织 SIR 模型中进行了稳定性分析,以探讨直接和间接潜伏期对疾病传播的影响。此外,我们还研究了复合网络如何影响关键潜伏期。我们的研究结果揭示了几个重要的观点。首先,通过研究交叉曲线和分散方程,我们确定了图灵不稳定性的条件,并划定了与双重延迟相关的稳定区域。其次,我们确定临界孵化值与网络的特征值呈反比关系,这表明在延迟的情况下,拉普拉斯矩阵并不能完全决定周期性行为。此外,我们的研究还阐明了延迟和网络对模式形成的影响,揭示了不同区域的不同模式类型。具体来说,我们的观察结果表明,当间接接触的潜伏期较短而直接接触的潜伏期较长时,在传染病爆发期间有效遏制传染病传播的可能性更大。也就是说,我们的网络框架能够调节((tau _{1},tau _{2}))的最佳组合,以降低传染病的风险。总之,我们的研究结果提供了有价值的理论见解,可以为预防和管理传染病的策略提供参考。
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引用次数: 0
A dynamic model and cost-effectiveness on screening coverage and treatment of syphilis included MSM population in the United States 美国 MSM 群体梅毒筛查和治疗的动态模型和成本效益
IF 4.1 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-12 DOI: 10.1186/s13662-024-03825-4
Huansen Huang, Jinhui Zhang, Zhiheng Zhang, Shuang Li, Quan Zhou, Yong Li

Syphilis is a major sexually transmitted disease, causing a significant public health burden for countries all over the world. Since 2000, there has been a new outbreak of the syphilis epidemic in the United States. Therefore, the prevention and control of syphilis have important research significance. We have established a sex structure and ordinary differential equation model that includes men who have sex with men (MSM). Its epidemiological and biological parameters were obtained by fitting with regional monitoring data from the Centers for Disease Control and Prevention from 1984 to 2014, and the basic reproduction number (({mathcal{R}_{0}})) of syphilis is 1.3876. Through cost-effectiveness analysis, we have found that the most cost-effective strategies in the cases of sufficient and insufficient funds are conducting syphilis screening for 50% of sexually active susceptible individuals and conducting syphilis screening for 30% of sexually active susceptible individuals while increasing the treatment rate, respectively. Therefore, in the prevention and control strategies of syphilis, measures such as increasing the coverage rate of syphilis screening for susceptible individuals and simultaneously increasing both the screening coverage rate and the treatment rate are valuable control strategy measures for reference.

梅毒是一种主要的性传播疾病,给世界各国的公共卫生造成了巨大负担。2000 年以来,美国又爆发了新一轮梅毒疫情。因此,梅毒的预防和控制具有重要的研究意义。我们建立了一个包括男男性行为者(MSM)在内的性别结构和常微分方程模型。其流行病学和生物学参数是通过拟合美国疾病控制和预防中心1984年至2014年的地区监测数据得到的,梅毒的基本繁殖数(({mathcal{R}_{0}}))为1.3876。通过成本效益分析,我们发现在资金充足和资金不足的情况下,最具成本效益的策略分别是对50%的性活跃易感人群进行梅毒筛查和对30%的性活跃易感人群进行梅毒筛查,同时提高治疗率。因此,在梅毒防控策略中,提高梅毒筛查易感人群的覆盖率,同时提高筛查覆盖率和治疗率等措施是有参考价值的防控策略措施。
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引用次数: 0
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Advances in Difference Equations
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