The role of spontaneous clearance on fractional analysis of HBV

IF 8.8 3区 医学 Q1 Medicine
O.Y. Oludoun , O. Abiodun , B. Gbadamosi , J.K. Oladejo , E.I. Akinola , O.N. Emuoyibofarhe , O. Adebimpe
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引用次数: 0

Abstract

Hepatitis B virus (HBV) remains a persistent global health concern, with recent research advancing our understanding of its transmission dynamics and potential interventions.The present study proposes a mathematical model of Hepatitis B Virus (HBV) epidemics using fractional calculus, with a special emphasis on the influence of spontaneous clearance across diverse population groups. Using the Atangana-Baleanu derivative, the model accounts for the complications of vertical and horizontal transmission, therapy, immunisation, and spontaneous clearance. Numerical simulations with different fractional orders demonstrate how spontaneous clearance affects the dynamics of susceptible, chronic, treated, and recovered populations. The findings indicate that in vulnerable populations, increasing spontaneous clearance reduces vulnerability because people either clear the illness naturally or gain resistance.However, in chronic populations, spontaneous clearance is insufficient for complete recovery without treatment. The combination of therapy and spontaneous clearance improves the treated population, demonstrating the beneficial effects of both medical intervention and natural immunity. Furthermore, increased spontaneous clearance boosts the restored population, demonstrating the immune system's ability to eliminate the virus over time. The fractional-order framework captures the memory effect of illness development, revealing how healing is time-dependent and how immune responses have a long-term impact. This study emphasises the need of combining spontaneous clearance with medical therapies to improve HBV management and public health consequences. Hepatitis B virus (HBV) remains a persistent global health concern, with recent research advancing our understanding of its transmission dynamics and potential interventions. This study presents a fractional mathematical model of HBV infection, employing the Atangana-Baleanu derivative with Mittag-Leffler kernels to capture memory-dependent and nonlocal transmission processes. The model integrates vertical and horizontal transmission pathways, treatment strategies, immunization efforts, and spontaneous clearance, providing a nuanced perspective compared to classical models. Stability conditions are analyzed through fixed-point theory, revealing the global stability of both disease-free and endemic states under specific values of the basic reproduction number R0. Numerical simulations demonstrate the model's effectiveness in capturing the complex dynamics of HBV, with fractional-order parameters enhancing prediction accuracy. This approach offers valuable insights into optimizing public health interventions and treatment strategies for managing HBV infections effectively.
自发清除在HBV分数分析中的作用
乙型肝炎病毒(HBV)仍然是一个持续的全球健康问题,最近的研究促进了我们对其传播动态和潜在干预措施的理解。本研究提出了一个使用分数微积分的乙型肝炎病毒(HBV)流行的数学模型,特别强调了不同人群中自发清除的影响。使用Atangana-Baleanu衍生模型,该模型考虑了垂直和水平传播、治疗、免疫和自发清除的并发症。不同分数阶的数值模拟显示了自发清除如何影响易感、慢性、治疗和恢复种群的动力学。研究结果表明,在脆弱人群中,自发清除的增加减少了脆弱性,因为人们要么自然清除疾病,要么获得抵抗力。然而,在慢性人群中,自发清除不足以在没有治疗的情况下完全康复。治疗和自发清除的结合改善了治疗人群,证明了医疗干预和自然免疫的有益效果。此外,增加的自发清除率促进了恢复的人口,表明免疫系统有能力随着时间的推移消灭病毒。分数阶框架捕捉了疾病发展的记忆效应,揭示了愈合是如何依赖时间的,以及免疫反应是如何产生长期影响的。这项研究强调需要将自发清除与医学治疗相结合,以改善HBV管理和公共卫生后果。乙型肝炎病毒(HBV)仍然是一个持续的全球健康问题,最近的研究促进了我们对其传播动态和潜在干预措施的理解。本研究提出了HBV感染的分数数学模型,采用Atangana-Baleanu衍生物与Mittag-Leffler核来捕捉记忆依赖和非局部传播过程。该模型整合了垂直和水平传播途径、治疗策略、免疫努力和自发清除,与经典模型相比,提供了一个细致入微的视角。通过不动点理论分析了稳定性条件,揭示了在基本繁殖数R0的特定值下,无病状态和地方性状态的全局稳定性。数值模拟证明了该模型在捕获HBV复杂动力学方面的有效性,分数阶参数提高了预测精度。这种方法为优化公共卫生干预措施和有效管理HBV感染的治疗策略提供了有价值的见解。
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
Infectious Disease Modelling
Infectious Disease Modelling Mathematics-Applied Mathematics
CiteScore
17.00
自引率
3.40%
发文量
73
审稿时长
17 weeks
期刊介绍: Infectious Disease Modelling is an open access journal that undergoes peer-review. Its main objective is to facilitate research that combines mathematical modelling, retrieval and analysis of infection disease data, and public health decision support. The journal actively encourages original research that improves this interface, as well as review articles that highlight innovative methodologies relevant to data collection, informatics, and policy making in the field of public health.
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