Modeling of Hepatitis B Virus Transmission With Vaccination, Treatment, and Memory Effects

IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES
Taruna Garg, Madhuchanda Rakshit, M. Manivel, Shyamsunder
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Sensitivity analysis highlights the influence of vaccination rate, recruitment rate, and vaccine efficacy on <span data-altimg=\"/cms/asset/55ae6f5a-9040-4c14-bf91-58a2c4644032/adts70148-math-0002.png\"></span><mjx-container ctxtmenu_counter=\"4\" ctxtmenu_oldtabindex=\"1\" jax=\"CHTML\" role=\"application\" sre-explorer- style=\"font-size: 103%; position: relative;\" tabindex=\"0\"><mjx-math aria-hidden=\"true\" location=\"graphic/adts70148-math-0002.png\"><mjx-semantics><mjx-msub data-semantic-children=\"0,1\" data-semantic- data-semantic-role=\"latinletter\" data-semantic-speech=\"upper R 0\" data-semantic-type=\"subscript\"><mjx-mi data-semantic-annotation=\"clearspeak:simple\" data-semantic-font=\"italic\" data-semantic- data-semantic-parent=\"2\" data-semantic-role=\"latinletter\" data-semantic-type=\"identifier\"><mjx-c></mjx-c></mjx-mi><mjx-script style=\"vertical-align: -0.15em;\"><mjx-mn data-semantic-annotation=\"clearspeak:simple\" data-semantic-font=\"normal\" data-semantic- data-semantic-parent=\"2\" data-semantic-role=\"integer\" data-semantic-type=\"number\" size=\"s\"><mjx-c></mjx-c></mjx-mn></mjx-script></mjx-msub></mjx-semantics></mjx-math><mjx-assistive-mml display=\"inline\" unselectable=\"on\"><math altimg=\"urn:x-wiley:25130390:media:adts70148:adts70148-math-0002\" display=\"inline\" location=\"graphic/adts70148-math-0002.png\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><semantics><msub data-semantic-=\"\" data-semantic-children=\"0,1\" data-semantic-role=\"latinletter\" data-semantic-speech=\"upper R 0\" data-semantic-type=\"subscript\"><mi data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-font=\"italic\" data-semantic-parent=\"2\" data-semantic-role=\"latinletter\" data-semantic-type=\"identifier\">R</mi><mn data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-font=\"normal\" data-semantic-parent=\"2\" data-semantic-role=\"integer\" data-semantic-type=\"number\">0</mn></msub>$R_0$</annotation></semantics></math></mjx-assistive-mml></mjx-container>, revealing complex interdependencies between acute and chronic stages of infection. 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The findings stress the importance of enhancing vaccine effectiveness, ensuring timely treatment, and strengthening diagnostic and educational interventions. The approach advances previous work by integrating non-standard compartments and analyzing their epidemiological roles. These integrated insights inform evidence-based strategies to control HBV transmission, minimize chronic carrier prevalence, and alleviate the long-term burden on healthcare systems.","PeriodicalId":7219,"journal":{"name":"Advanced Theory and Simulations","volume":"114 1","pages":""},"PeriodicalIF":2.9000,"publicationDate":"2025-09-30","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://doi.org/10.1002/adts.202501358","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 study presents a comprehensive fractional-order compartmental model to analyze the transmission dynamics of the hepatitis B virus (HBV), incorporating the impacts of vaccination, treatment, and memory effects. Utilizing Caputo fractional derivatives, the model captures the hereditary and memory characteristics inherent in biological systems, offering a more realistic depiction of disease progression. The population is divided into various compartments, representing various stages of infection, immunity, treatment, and recovery. The model's mathematical rigor includes the derivation of the basic reproduction number R0$R_0$, existence and uniqueness, and Hyers–Ulam stability of solutions. Sensitivity analysis highlights the influence of vaccination rate, recruitment rate, and vaccine efficacy on R0$R_0$, revealing complex interdependencies between acute and chronic stages of infection. Simulations demonstrate that lower memory η$\eta$ accelerates transitions between compartments, affecting the timing and severity of infection peaks. The findings stress the importance of enhancing vaccine effectiveness, ensuring timely treatment, and strengthening diagnostic and educational interventions. The approach advances previous work by integrating non-standard compartments and analyzing their epidemiological roles. These integrated insights inform evidence-based strategies to control HBV transmission, minimize chronic carrier prevalence, and alleviate the long-term burden on healthcare systems.

Abstract Image

乙型肝炎病毒传播与疫苗接种、治疗和记忆效应的建模
本研究提出了一个综合的分数级室模型来分析乙型肝炎病毒(HBV)的传播动力学,包括疫苗接种,治疗和记忆效应的影响。利用卡普托分数衍生物,该模型捕获了生物系统中固有的遗传和记忆特征,为疾病进展提供了更真实的描述。人口被分成不同的区室,代表感染、免疫、治疗和恢复的不同阶段。该模型的数学严谨性包括基本再生数R0$R_0$的推导、解的存在唯一性和Hyers-Ulam稳定性。敏感性分析强调了疫苗接种率、招募率和疫苗效力对R0$R_0$的影响,揭示了急性和慢性感染阶段之间复杂的相互依赖关系。仿真表明,较低的内存η$\eta$加速了隔室之间的转换,影响了感染高峰的时间和严重程度。研究结果强调了提高疫苗有效性、确保及时治疗以及加强诊断和教育干预措施的重要性。该方法通过整合非标准隔间并分析其流行病学作用来推进先前的工作。这些综合见解为以证据为基础的战略提供信息,以控制HBV传播,最大限度地减少慢性携带者的流行,并减轻卫生保健系统的长期负担。
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
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
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