Global Analysis of a Fractional-Order Hepatitis B Virus Model Under Immune Response in the Presence of Cytokines

IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES
Parvaiz Ahmad Naik, Bijal M Yeolekar, Sania Qureshi, Neeraj Manhas, Mohammad Ghoreishi, Mahesh Yeolekar, Zhengxin Huang
{"title":"Global Analysis of a Fractional-Order Hepatitis B Virus Model Under Immune Response in the Presence of Cytokines","authors":"Parvaiz Ahmad Naik,&nbsp;Bijal M Yeolekar,&nbsp;Sania Qureshi,&nbsp;Neeraj Manhas,&nbsp;Mohammad Ghoreishi,&nbsp;Mahesh Yeolekar,&nbsp;Zhengxin Huang","doi":"10.1002/adts.202400726","DOIUrl":null,"url":null,"abstract":"<p>This research proposes and investigates an epidemiological model to study the dynamic behaviors of the Hepatitis B virus (HBV) under immune response and cytokine influence. The model's stability, positivity, boundedness, and equilibria are analyzed using Lyapunov functional methods and the Routh–Hurwitz criterion under Caputo fractional derivative. The study evaluates nucleoside analogues and interferon treatments, determining critical drug efficiencies. Equilibria, including infection-free and endemic states, are analyzed using the fundamental reproduction number, <span></span><math>\n <semantics>\n <msubsup>\n <mi>R</mi>\n <mn>0</mn>\n <mi>H</mi>\n </msubsup>\n <annotation>$\\mathcal {R}_0^H$</annotation>\n </semantics></math>, to predict disease elimination. Numerical simulations utilize the fractional Adams method and the L1 scheme, capturing memory traces as the fractional order changes. Results show the L1 scheme effectively captures memory traces, providing empirical support for the theoretical findings. Furthermore, Ulam–Hyers stability is treated according to the equilibrium point, which describes relationships between functions. Notably, the findings of the study yielded profound insights. They revealed that the HBV system remains locally asymptotic stable at disease-free and the endemic point when <span></span><math>\n <semantics>\n <mrow>\n <msubsup>\n <mi>R</mi>\n <mn>0</mn>\n <mi>H</mi>\n </msubsup>\n <mo>&lt;</mo>\n <mn>1</mn>\n </mrow>\n <annotation>$\\mathcal {R}_0^H&amp;lt;1$</annotation>\n </semantics></math>. At the same time, the simulations illustrated a correlation between the rate of infection and the rise in infected individuals, indicating the feasibility of eradicating and effectively managing HBV infections through a multifaceted approach and various measures such as vaccination and effective drug administration protocols. The proposed framework can guide medical professionals and decision-makers in developing effective strategies to limit and eliminate the spread of HBV in the population.</p>","PeriodicalId":7219,"journal":{"name":"Advanced Theory and Simulations","volume":"7 12","pages":""},"PeriodicalIF":2.9000,"publicationDate":"2024-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advanced Theory and Simulations","FirstCategoryId":"5","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/adts.202400726","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

This research proposes and investigates an epidemiological model to study the dynamic behaviors of the Hepatitis B virus (HBV) under immune response and cytokine influence. The model's stability, positivity, boundedness, and equilibria are analyzed using Lyapunov functional methods and the Routh–Hurwitz criterion under Caputo fractional derivative. The study evaluates nucleoside analogues and interferon treatments, determining critical drug efficiencies. Equilibria, including infection-free and endemic states, are analyzed using the fundamental reproduction number, R 0 H $\mathcal {R}_0^H$ , to predict disease elimination. Numerical simulations utilize the fractional Adams method and the L1 scheme, capturing memory traces as the fractional order changes. Results show the L1 scheme effectively captures memory traces, providing empirical support for the theoretical findings. Furthermore, Ulam–Hyers stability is treated according to the equilibrium point, which describes relationships between functions. Notably, the findings of the study yielded profound insights. They revealed that the HBV system remains locally asymptotic stable at disease-free and the endemic point when R 0 H < 1 $\mathcal {R}_0^H&lt;1$ . At the same time, the simulations illustrated a correlation between the rate of infection and the rise in infected individuals, indicating the feasibility of eradicating and effectively managing HBV infections through a multifaceted approach and various measures such as vaccination and effective drug administration protocols. The proposed framework can guide medical professionals and decision-makers in developing effective strategies to limit and eliminate the spread of HBV in the population.

Abstract Image

Abstract Image

细胞因子作用下免疫反应的分序乙型肝炎病毒模型的全局分析
本研究提出并研究了一个流行病学模型,以研究乙型肝炎病毒(HBV)在免疫反应和细胞因子影响下的动态行为。研究使用李雅普诺夫函数方法和卡普托分数导数下的 Routh-Hurwitz 准则分析了该模型的稳定性、正向性、有界性和均衡性。研究评估了核苷类似物和干扰素疗法,确定了临界药物效率。利用基本繁殖数 R0H$\mathcal {R}_0^H$ 分析了包括无感染和流行状态在内的平衡状态,以预测疾病的消除。数值模拟采用分数亚当斯法和 L1 方案,捕捉分数阶变化时的记忆痕迹。结果表明,L1 方案能有效捕捉记忆痕迹,为理论发现提供了经验支持。此外,Ulam-Hyers 稳定性是根据平衡点处理的,平衡点描述了函数之间的关系。值得注意的是,研究结果产生了深刻的启示。他们发现,当 R0H<1$\mathcal {R}_0^H&lt;1$ 时,HBV 系统在无病和流行点保持局部渐近稳定。同时,模拟结果表明,感染率与感染人数的增加之间存在相关性,这表明通过多方面的方法和各种措施(如疫苗接种和有效的用药方案)来根除和有效控制 HBV 感染是可行的。所提出的框架可以指导医疗专业人员和决策者制定有效的策略,以限制和消除 HBV 在人群中的传播。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Advanced Theory and Simulations
Advanced Theory and Simulations Multidisciplinary-Multidisciplinary
CiteScore
5.50
自引率
3.00%
发文量
221
期刊介绍: Advanced Theory and Simulations is an interdisciplinary, international, English-language journal that publishes high-quality scientific results focusing on the development and application of theoretical methods, modeling and simulation approaches in all natural science and medicine areas, including: materials, chemistry, condensed matter physics engineering, energy life science, biology, medicine atmospheric/environmental science, climate science planetary science, astronomy, cosmology method development, numerical methods, statistics
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信