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基于免疫力变化的百日咳疫苗有效性模型分析OA

Analysis of pertussis vaccine efficacy model based on immune system changes

中文摘要英文摘要

百日咳是一种常见的呼吸道传染性疾病,可通过飞沫传播,并存在二次感染的可能性.为探究疫苗有效性对疾病传播的影响,本文基于免疫力动态变化特征,将免疫人群细分为高度免疫个体以及免疫减弱个体,在此基础上建立了百日咳S1EIVR2R1S2传播动力学模型,分析并计算得出疾病流行的阈值,研究系统平衡点的稳定性.进一步采用参数耦合分析方法,揭示疫苗有效性与免疫力衰退率对百日咳传播动力学的联合作用机制.研究结论表明,通过优化疫苗效力与免疫力持续时间的协同关系,可以确定一个最优平衡点,从而显著降低百日咳的流行规模;将非药物干预措施与提高人群免疫水平相结合,可形成更有效的综合防控策略.

Pertussis is a common respiratory infectious disease transmitted through droplets,with the possibility of reinfection.To investigate the impact of vaccine efficacy on disease transmission,we developed a pertussis SiEIVR2R1S2 transmission dynamics model based on the dynamic characteristics of immunity,which categorizes the immune population into highly immune individuals and waning immunity individuals.The epidemic threshold of the disease was analytically derived,and the stability of the system's equilibrium points was examined.Furthermore,a parameter coupling analysis method was employed to elucidate the joint mechanism of vaccine efficacy and immunity waning rate on pertussis transmission dynamics.The findings demonstrate that by optimizing the synergistic relationship between vaccine efficacy and immunity duration,an optimal equilibrium point can be identified,significantly reducing the scale of pertussis outbreaks.Combining non-pharmaceutical interventions with enhanced population immunity levels can form a more effective comprehensive prevention and control strategy.

谢高燕;薛亚奎

中北大学数学学院,太原 030051中北大学数学学院,太原 030051

数理科学

传染病模型免疫力变化疫苗接种全局稳定性参数耦合

infectious disease modelimmunity dynamicsvaccinationglobal stabilityparameter coupling

《华中师范大学学报(自然科学版)》 2026 (3)

493-501,9

国家自然科学基金项目(11971278)山西省自然科学基金项目(202203021211086).

10.19603/j.cnki.1000-1190.2026.03.014

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