Assessing the Impact of Routine and Campaign Vaccination on Measles Transmission: A Modeling Study

IF 1.5 4区 生物学 Q4 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Kelly Joëlle Gatore Sinigirira, Olumuyiwa James Peter, Ghaniyyat Bolanle Balogun, Gbolahan Bolarin
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Abstract

Measles remains a major global public health challenge despite available vaccines. To evaluate the combined impact of routine immunization and supplementary vaccination campaigns, we developed a compartmental mathematical model that incorporates declining immunity and breakthrough infections. We derived the control reproduction number using the next-generation matrix method, analyzed stability and bifurcation properties of the equilibria, and conducted sensitivity analysis to determine key drivers of transmission. The model was parameterized from the literature and calibrated to 2024 Nigerian measles case data using Markov Chain Monte Carlo sampling. The model revealed that the disease-free equilibrium is globally stable when the control reproduction number is less than one, but a backward bifurcation indicates that reducing the reproduction number below unity may not suffice for elimination. Sensitivity analysis identified the transmission rate among vaccinated individuals, breakthrough infections, and waning immunity as dominant drivers of transmission. Simulations demonstrated that while routine vaccination delays and reduces outbreak peaks, it does not interrupt transmission alone; annual campaigns outperform biennial strategies, preventing 40% more cases; and combined vaccination reduces the reproduction number below unity while preventing 65-80% of infections versus no vaccination. Critically, temporary disruptions in routine coverage significantly increase outbreak risk, and maintaining vaccine efficacy above 90% alongside hospitalization of at least 50% of infectious individuals is essential for containment. These results underscore that high-coverage routine vaccination must be integrated with periodic high-intensity campaigns and robust clinical care to close immunity gaps, mitigate waning protection, and accelerate measles elimination.

评估常规和运动疫苗接种对麻疹传播的影响:一项模型研究。
尽管已有疫苗,但麻疹仍然是一项重大的全球公共卫生挑战。为了评估常规免疫和补充疫苗接种运动的综合影响,我们开发了一个纳入免疫力下降和突破性感染的分区数学模型。利用新一代矩阵法推导了控制复制数,分析了平衡点的稳定性和分岔特性,并进行了灵敏度分析,确定了传播的关键驱动因素。该模型从文献中参数化,并使用马尔可夫链蒙特卡罗采样对2024年尼日利亚麻疹病例数据进行校准。该模型表明,当控制繁殖数小于1时,无病平衡是全局稳定的,但后向分岔表明,将繁殖数减少到1以下可能不足以消除。敏感性分析确定了疫苗接种个体之间的传播率、突破性感染和免疫力下降是传播的主要驱动因素。模拟表明,虽然常规疫苗接种延迟并减少了疫情高峰,但它并不能单独阻断传播;年度运动优于两年战略,多预防40%的病例;与不接种疫苗相比,联合接种疫苗可将繁殖数降低到1以下,同时预防65-80%的感染。至关重要的是,常规覆盖的暂时中断大大增加了爆发风险,将疫苗效力维持在90%以上,同时让至少50%的感染个体住院治疗,对于遏制至关重要。这些结果强调,高覆盖率的常规疫苗接种必须与定期的高强度运动和强有力的临床护理相结合,以缩小免疫差距,缓解保护作用的减弱,并加速消除麻疹。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Acta Biotheoretica
Acta Biotheoretica 生物-生物学
CiteScore
2.70
自引率
7.70%
发文量
19
审稿时长
3 months
期刊介绍: Acta Biotheoretica is devoted to the promotion of theoretical biology, encompassing mathematical biology and the philosophy of biology, paying special attention to the methodology of formation of biological theory. Papers on all kind of biological theories are welcome. Interesting subjects include philosophy of biology, biomathematics, computational biology, genetics, ecology and morphology. The process of theory formation can be presented in verbal or mathematical form. Moreover, purely methodological papers can be devoted to the historical origins of the philosophy underlying biological theories and concepts. Papers should contain clear statements of biological assumptions, and where applicable, a justification of their translation into mathematical form and a detailed discussion of the mathematical treatment. The connection to empirical data should be clarified. Acta Biotheoretica also welcomes critical book reviews, short comments on previous papers and short notes directing attention to interesting new theoretical ideas.
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