Taruna Garg, Madhuchanda Rakshit, M. Manivel, Shyamsunder
{"title":"乙型肝炎病毒传播与疫苗接种、治疗和记忆效应的建模","authors":"Taruna Garg, Madhuchanda Rakshit, M. Manivel, Shyamsunder","doi":"10.1002/adts.202501358","DOIUrl":null,"url":null,"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 <span data-altimg=\"/cms/asset/0e80e9db-470d-49be-bc69-a0f7bca63224/adts70148-math-0001.png\"></span><mjx-container ctxtmenu_counter=\"3\" 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-0001.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-0001\" display=\"inline\" location=\"graphic/adts70148-math-0001.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>, existence and uniqueness, and Hyers–Ulam stability of solutions. 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. Simulations demonstrate that lower memory <span data-altimg=\"/cms/asset/f36e41dc-e149-4817-96de-57c00e033ae3/adts70148-math-0003.png\"></span><mjx-container ctxtmenu_counter=\"5\" 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-0003.png\"><mjx-semantics><mjx-mi data-semantic-annotation=\"clearspeak:simple\" data-semantic-font=\"italic\" data-semantic- data-semantic-role=\"greekletter\" data-semantic-speech=\"eta\" data-semantic-type=\"identifier\"><mjx-c></mjx-c></mjx-mi></mjx-semantics></mjx-math><mjx-assistive-mml display=\"inline\" unselectable=\"on\"><math altimg=\"urn:x-wiley:25130390:media:adts70148:adts70148-math-0003\" display=\"inline\" location=\"graphic/adts70148-math-0003.png\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><semantics><mi data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-font=\"italic\" data-semantic-role=\"greekletter\" data-semantic-speech=\"eta\" data-semantic-type=\"identifier\">η</mi>$\\eta$</annotation></semantics></math></mjx-assistive-mml></mjx-container> 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.","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":"{\"title\":\"Modeling of Hepatitis B Virus Transmission With Vaccination, Treatment, and Memory Effects\",\"authors\":\"Taruna Garg, Madhuchanda Rakshit, M. 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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. Simulations demonstrate that lower memory <span data-altimg=\\\"/cms/asset/f36e41dc-e149-4817-96de-57c00e033ae3/adts70148-math-0003.png\\\"></span><mjx-container ctxtmenu_counter=\\\"5\\\" 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-0003.png\\\"><mjx-semantics><mjx-mi data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-font=\\\"italic\\\" data-semantic- data-semantic-role=\\\"greekletter\\\" data-semantic-speech=\\\"eta\\\" data-semantic-type=\\\"identifier\\\"><mjx-c></mjx-c></mjx-mi></mjx-semantics></mjx-math><mjx-assistive-mml display=\\\"inline\\\" unselectable=\\\"on\\\"><math altimg=\\\"urn:x-wiley:25130390:media:adts70148:adts70148-math-0003\\\" display=\\\"inline\\\" location=\\\"graphic/adts70148-math-0003.png\\\" xmlns=\\\"http://www.w3.org/1998/Math/MathML\\\"><semantics><mi data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-font=\\\"italic\\\" data-semantic-role=\\\"greekletter\\\" data-semantic-speech=\\\"eta\\\" data-semantic-type=\\\"identifier\\\">η</mi>$\\\\eta$</annotation></semantics></math></mjx-assistive-mml></mjx-container> accelerates transitions between compartments, affecting the timing and severity of infection peaks. 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Modeling of Hepatitis B Virus Transmission With Vaccination, Treatment, and Memory Effects
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 , existence and uniqueness, and Hyers–Ulam stability of solutions. Sensitivity analysis highlights the influence of vaccination rate, recruitment rate, and vaccine efficacy on , revealing complex interdependencies between acute and chronic stages of infection. Simulations demonstrate that lower memory 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.
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