Effect of vaccine dose intervals: Considering immunity levels, vaccine efficacy, and strain variants for disease control strategy.

IF 2.9 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES PLoS ONE Pub Date : 2024-09-19 eCollection Date: 2024-01-01 DOI:10.1371/journal.pone.0310152
Samiran Ghosh, Malay Banerjee, Amit K Chattopadhyay
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Abstract

In this study, we present an immuno-epidemic model to understand mitigation options during an epidemic break. The model incorporates comorbidity and multiple-vaccine doses through a system of coupled integro-differential equations to analyze the epidemic rate and intensity from a knowledge of the basic reproduction number and time-distributed rate functions. Our modeling results show that the interval between vaccine doses is a key control parameter that can be tuned to significantly influence disease spread. We show that multiple doses induce a hysteresis effect in immunity levels that offers a better mitigation alternative compared to frequent vaccination which is less cost-effective while being more intrusive. Optimal dosing intervals, emphasizing the cost-effectiveness of each vaccination effort, and determined by various factors such as the level of immunity and efficacy of vaccines against different strains, appear to be crucial in disease management. The model is sufficiently generic that can be extended to accommodate specific disease forms.

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疫苗剂量间隔的影响:在制定疾病控制策略时考虑免疫水平、疫苗效力和菌株变异。
在本研究中,我们提出了一个免疫流行病模型,以了解流行病爆发期间的缓解方案。该模型通过一个耦合积分微分方程系统将合并症和多剂量疫苗结合在一起,通过对基本繁殖数量和时间分布率函数的了解来分析流行率和强度。我们的建模结果表明,疫苗剂量间隔是一个关键的控制参数,可以通过调整来显著影响疾病的传播。我们的研究表明,多剂量接种会引起免疫水平的滞后效应,与频繁接种疫苗相比,多剂量接种是一种更好的缓解方法,因为频繁接种疫苗的成本效益更低,同时侵扰性更强。最佳剂量间隔强调每次疫苗接种的成本效益,并由免疫水平和疫苗对不同毒株的效力等各种因素决定,这在疾病管理中似乎至关重要。该模型具有足够的通用性,可以扩展以适应特定的疾病形式。
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来源期刊
PLoS ONE
PLoS ONE 生物-生物学
CiteScore
6.20
自引率
5.40%
发文量
14242
审稿时长
3.7 months
期刊介绍: PLOS ONE is an international, peer-reviewed, open-access, online publication. PLOS ONE welcomes reports on primary research from any scientific discipline. It provides: * Open-access—freely accessible online, authors retain copyright * Fast publication times * Peer review by expert, practicing researchers * Post-publication tools to indicate quality and impact * Community-based dialogue on articles * Worldwide media coverage
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