1
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Ahmad A, Ali M, Ali AH, El-Rahman MA, Hincal E, Neamah HA. Mathematical analysis with control of liver cirrhosis causing from HBV by taking early detection measures and chemotherapy treatment. Sci Rep 2024; 14:28463. [PMID: 39557923 PMCID: PMC11574201 DOI: 10.1038/s41598-024-79597-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Accepted: 11/11/2024] [Indexed: 11/20/2024] Open
Abstract
Reformulating the physical processes associated with the evolution of different ailments in accordance with globally shared objectives is crucial for deeper comprehension. This study aims to investigate the mechanism by which the HB virus induces harmful inflammation of the liver, with a focus on early detection and therapy using corticosteroids or chemotherapy. Based on the developed hypothesis, a new mathematical model has been created for this purpose. The recently developed system for HBV is S E I 1 I 2 R , which is examined both quantitatively and qualitatively to determine its actual effect on stability. Reliable conclusions are ensured by examining the system's boundedness, positivity, existence, uniqueness, and conducting local and global stability analysis-all crucial components of epidemic models. Global stability is tested using Lyapunov first derivative functions to assess the overall impact of asymptomatic persons and chemotherapy treatment. Additionally, the Lipschitz condition is used to confirm the unique solutions for the newly built HBV model using methods from fixed point theory, thus meeting the requirements for uniqueness and existence. Since the population must maintain this property, positivity is confirmed using global derivatives and Lipschitz criteria to calculate the rate of change in each sub-compartment. Applying the Mittag-Leffler kernel with a fractal-fractional operator to continuously monitor the HBV virus for liver cirrhosis infection yields dependable results. Furthermore, the current situation regarding the HBV outbreak pertaining to liver cirrhosis infection, along with the control measures implemented following early diagnosis through asymptomatic measures and chemotherapy treatment under constant observation, are established to prevent chronic stage infections. Simulations have been used to study the true behavior and impact of HBV in asymptomatic persons receiving chemotherapy for liver cirrhosis infection in the community. This research is essential for understanding the spread of viruses and developing control strategies based on our validated findings to mitigate the risk factors associated with liver cirrhosis.
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Affiliation(s)
- Aqeel Ahmad
- Department of Mathematics, Ghazi University, D G Khan, 32200, Pakistan
- Mathematics Research Center, Near East University, Near East Boulevard, Nicosia North Cyprus, 99138, Turkey
| | - Muhammad Ali
- Department of Mathematics, Ghazi University, D G Khan, 32200, Pakistan
| | - Ali Hasan Ali
- Institute of Mathematics, University of Debrecen, Pf.400, 4002, Debrecen, Hungary.
- Department of Business Management, Al-imam University College, Balad, 34011, Iraq.
- Technical Engineering College, Al-Ayen University, Dhi Qar, 64001, Iraq.
| | - Magda Abd El-Rahman
- Department of Physics, College of Science, King Khalid University, Abha, 61413, Saudi Arabia
| | - Evren Hincal
- Mathematics Research Center, Near East University, Near East Boulevard, Nicosia North Cyprus, 99138, Turkey
- Department of Mathematics, Near East University, Near East Boulevard, Nicosia, 99138, North Cyprus
| | - Husam A Neamah
- Mechatronics Department, Faculty of Engineering, University of Debrecen, Ótemető u. 4-5, Debrecen, 4028, Hungary.
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2
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Boukhobza M, Debbouche A, Shangerganesh L, Torres DF. Modeling the dynamics of the Hepatitis B virus via a variable-order discrete system. CHAOS, SOLITONS & FRACTALS 2024; 184:114987. [DOI: 10.1016/j.chaos.2024.114987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2024]
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3
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Farhan M, Shah Z, Ling Z, Shah K, Abdeljawad T, Islam S, Garalleh HAL. Global dynamics and computational modeling for analyzing and controlling Hepatitis B: A novel epidemic approach. PLoS One 2024; 19:e0304375. [PMID: 38935766 PMCID: PMC11210885 DOI: 10.1371/journal.pone.0304375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 05/12/2024] [Indexed: 06/29/2024] Open
Abstract
Hepatitis B virus (HBV) infection is a global public health issue. We offer a comprehensive analysis of the dynamics of HBV, which can be successfully controlled with vaccine and treatment. Hepatitis B virus (HBV) causes a significantly more severe and protracted disease compared to hepatitis A. While it initially presents as an acute disease, in approximately 5 to 10% of cases, it can develop into a chronic disease that causes permanent damage to the liver. The hepatitis B virus can remain active outside the body for at least seven days. If the virus penetrates an individual's body without immunization, it may still result in infection. Upon exposure to HBV, the symptoms often last for a duration ranging from 10 days to 6 months. In this study, we developed a new model for Hepatitis B Virus (HBV) that includes asymptomatic carriers, vaccination, and treatment classes to gain a comprehensive knowledge of HBV dynamics. The basic reproduction number [Formula: see text] is calculated to identify future recurrence. The local and global stabilities of the proposed model are evaluated for values of [Formula: see text] that are both below and above 1. The Lyapunov function is employed to ensure the global stability of the HBV model. Further, the existence and uniqueness of the proposed model are demonstrated. To look at the solution of the proposed model graphically, we used a useful numerical strategy, such as the non-standard finite difference method, to obtain more thorough numerical findings for the parameters that have a significant impact on disease elimination. In addition, the study of treatment class in the population, we may assess the effectiveness of alternative medicines to treat infected populations can be determined. Numerical simulations and graphical representations are employed to illustrate the implications of our theoretical conclusions.
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Affiliation(s)
- Muhammad Farhan
- School of Mathematical Science, Yangzhou University, Yangzhou, China
- Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, Khyber Pakhtunkhwa, Pakistan
| | - Zahir Shah
- Department of Mathematical Sciences, University of Lakki Marwat, Lakki Marwat, KPK, Pakistan
| | - Zhi Ling
- School of Mathematical Science, Yangzhou University, Yangzhou, China
| | - Kamal Shah
- Department of Mathematics and Sciences, Prince Sultan University, Riyadh, Saudi Arabia
- Department of Computer Science and Mathematics Lebanese American University, Byblos, Lebanon
| | - Thabet Abdeljawad
- Department of Mathematics and Sciences, Prince Sultan University, Riyadh, Saudi Arabia
| | - Saeed Islam
- Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, Khyber Pakhtunkhwa, Pakistan
| | - Hakim A. L. Garalleh
- Department of Mathematical Science, College of Engineering, University of Business and Technology, Jeddah, Saudi Arabia
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4
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Khan T, Rihan FA, Ibrahim M, Li S, Alamri AM, AlQahtani SA. Modeling different infectious phases of hepatitis B with generalized saturated incidence: An analysis and control. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2024; 21:5207-5226. [PMID: 38872533 DOI: 10.3934/mbe.2024230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2024]
Abstract
Hepatitis B is one of the global health issues caused by the hepatitis B virus (HBV), producing 1.1 million deaths yearly. The acute and chronic phases of HBV are significant because worldwide, approximately 250 million people are infected by chronic hepatitis B. The chronic stage is a long-term, persistent infection that can cause liver damage and increase the risk of liver cancer. In the case of multiple phases of infection, a generalized saturated incidence rate model is more reasonable than a simply saturated incidence because it captures the complex dynamics of the different infection phases. In contrast, a simple saturated incidence rate model assumes a fixed shape for the incidence rate curve, which may not accurately reflect the dynamics of multiple infection phases. Considering HBV and its various phases, we constructed a model to present the dynamics and control strategies using the generalized saturated incidence. First, we proved that the model is well-posed. We then found the reproduction quantity and model equilibria to discuss the time dynamics of the model and investigate the conditions for stabilities. We also examined a control mechanism by introducing various controls to the model with the aim to increase the population of those recovered and minimize the infected people. We performed numerical experiments to check the biological significance and control implementation.
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Affiliation(s)
- Tahir Khan
- Department of Mathematical Sciences, UAE University, P.O.Box 15551, Al-Ain, United Arab Emirates
| | - Fathalla A Rihan
- Department of Mathematical Sciences, UAE University, P.O.Box 15551, Al-Ain, United Arab Emirates
| | - Muhammad Ibrahim
- Department of Mathematics, University of Malakand Chakdara, Dir (L), Pakhtunkhwa, Pakistan
| | - Shuo Li
- School of Mathematics and Data Sciences, Changji University, Changji 831100, Xinjiang, China
| | - Atif M Alamri
- Software Engineering Department, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Salman A AlQahtani
- Computer Engineering Department, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia
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5
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Butt AIK, Imran M, Aslam J, Batool S, Batool S. Computational analysis of control of hepatitis B virus disease through vaccination and treatment strategies. PLoS One 2023; 18:e0288024. [PMID: 37883381 PMCID: PMC10602336 DOI: 10.1371/journal.pone.0288024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 06/16/2023] [Indexed: 10/28/2023] Open
Abstract
Hepatitis B disease is an infection caused by a virus that severely damages the liver. The disease can be both acute and chronic. In this article, we design a new nonlinear SVEICHR model to study dynamics of Hepatitis B Virus (HBV) disease. The aim is to carry out a comprehensive mathematical and computational analysis by exploiting preventive measures of vaccination and hospitalization for disease control. Mathematical properties of proposed model such as boundedness, positivity, and existence and uniqueness of the solutions are proved. We also determine the disease free and endemic equilibrium points. To analyze dynamics of HBV disease, we compute a biologically important quantity known as the reproduction number R0 by using next generation method. We also investigate the stability at both of the equilibrium points. To control the spread of disease due to HBV, two feasible optimal control strategies with three different cases are presented. For this, optimal control problem is constructed and Pontryagin maximum principle is applied with a goal to put down the disease in the population. At the end, we present and discuss effective solutions obtained through a MATLAB code.
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Affiliation(s)
- Azhar Iqbal Kashif Butt
- Department of Mathematics and Statistics, College of Science, King Faisal University, Al-Ahsa, Saudi Arabia
- Department of Mathematics, GC University, Lahore, Pakistan
| | - Muhammad Imran
- Department of Mathematics, GC University, Lahore, Pakistan
- Tandy School of Computer Science, The University of Tulsa, Tulsa, OK, United States of America
| | - Javeria Aslam
- Department of Mathematics, GC University, Lahore, Pakistan
| | - Saira Batool
- Government Associate College (W) Kamar Mashani, Mianwali, Pakistan
| | - Saira Batool
- Department of Mathematics, GC University, Lahore, Pakistan
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6
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Khan T, Rihan FA, Ahmad H. Modelling the dynamics of acute and chronic hepatitis B with optimal control. Sci Rep 2023; 13:14980. [PMID: 37696844 PMCID: PMC10495432 DOI: 10.1038/s41598-023-39582-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 07/27/2023] [Indexed: 09/13/2023] Open
Abstract
This article examines hepatitis B dynamics under distinct infection phases and multiple transmissions. We formulate the epidemic problem based on the characteristics of the disease. It is shown that the epidemiological model is mathematically and biologically meaningful of its well-posedness (positivity, boundedness, and biologically feasible region). The reproductive number is then calculated to find the equilibria and the stability analysis of the epidemic model is performed. A backward bifurcation is also investigated in the proposed epidemic problem. With the help of two control measures (treatment and vaccination), we develop control strategies to minimize the infected population (acute and chronic). To solve the proposed control problem, we utilize Pontryagin's Maximum Principle. Some simulations are conducted to illustrate the investigation of the analytical work and the effect of control analysis.
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Affiliation(s)
- Tahir Khan
- Department of Mathematical Sciences, College of Science, UAE University, 15551, Al-Ain, United Arab Emirates
| | - Fathalla A Rihan
- Department of Mathematical Sciences, College of Science, UAE University, 15551, Al-Ain, United Arab Emirates.
| | - Hijaz Ahmad
- Department of Mathematics, Faculty of Science, Islamic University of Madinah, Medina, 42210, Saudi Arabia.
- Near East University, Operational Research Center in Healthcare, TRNC Mersin 10, Nicosia, 99138, Turkey.
- Department of Computer Science and Mathematics, Lebanese American University, Beirut, Lebanon.
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7
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Wodajo FA, Gebru DM, Alemneh HT. Mathematical model analysis of effective intervention strategies on transmission dynamics of hepatitis B virus. Sci Rep 2023; 13:8737. [PMID: 37253760 DOI: 10.1038/s41598-023-35815-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 05/24/2023] [Indexed: 06/01/2023] Open
Abstract
Hepatitis B is one of the world's most common and severe infectious diseases. Worldwide, over 350 million people are currently estimated to be persistent carriers of the hepatitis B virus (HBV), with the death of 1 million people from the chronic stage of HBV infection. In this work, developed a nonlinear mathematical model for the transmission dynamics of HBV. We constructed the mathematical model by considering vaccination, treatment, migration, and screening effects. We calculated both disease-free and endemic equilibrium points for our model. Using the next-generation matrix, an effective reproduction number for the model is calculated. We also proved the asymptotic stability of both local and global asymptotically stability of disease-free and endemic equilibrium points. By calculating the sensitivity indices, the most sensitive parameters that are most likely to affect the disease's endemicity are identified. From the findings of this work, we recommend vaccination of the entire population and screening all the exposed and migrants. Additionally, early treatment of both the exposed class after screening and the chronically infected class is vital to decreasing the transmission of HBV in the community.
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8
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Why Controlling the Asymptomatic Infection Is Important: A Modelling Study with Stability and Sensitivity Analysis. FRACTAL AND FRACTIONAL 2022. [DOI: 10.3390/fractalfract6040197] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The large proportion of asymptomatic patients is the major cause leading to the COVID-19 pandemic which is still a significant threat to the whole world. A six-dimensional ODE system (SEIAQR epidemical model) is established to study the dynamics of COVID-19 spreading considering infection by exposed, infected, and asymptomatic cases. The basic reproduction number derived from the model is more comprehensive including the contribution from the exposed, infected, and asymptomatic patients. For this more complex six-dimensional ODE system, we investigate the global and local stability of disease-free equilibrium, as well as the endemic equilibrium, whereas most studies overlooked asymptomatic infection or some other virus transmission features. In the sensitivity analysis, the parameters related to the asymptomatic play a significant role not only in the basic reproduction number R0. It is also found that the asymptomatic infection greatly affected the endemic equilibrium. Either in completely eradicating the disease or achieving a more realistic goal to reduce the COVID-19 cases in an endemic equilibrium, the importance of controlling the asymptomatic infection should be emphasized. The three-dimensional phase diagrams demonstrate the convergence point of the COVID-19 spreading under different initial conditions. In particular, massive infections will occur as shown in the phase diagram quantitatively in the case R0>1. Moreover, two four-dimensional contour maps of Rt are given varying with different parameters, which can offer better intuitive instructions on the control of the pandemic by adjusting policy-related parameters.
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9
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Optimal Voluntary Vaccination of Adults and Adolescents Can Help Eradicate Hepatitis B in China. GAMES 2021. [DOI: 10.3390/g12040082] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Hepatitis B (HBV) is one of the most common infectious diseases, with a worldwide annual incidence of over 250 million people. About one-third of the cases are in China. While China made significant efforts to implement a nationwide HBV vaccination program for newborns, a significant number of susceptible adults and teens remain. In this paper, we analyze a game-theoretical model of HBV dynamics that incorporates government-provided vaccination at birth coupled with voluntary vaccinations of susceptible adults and teens. We show that the optimal voluntary vaccination brings the disease incidence to very low levels. This result is robust and, in particular, due to a high HBV treatment cost, essentially independent from the vaccine cost.
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10
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Moutchia J, Njouom R, Rumpler E, Besombes C, Texier G, Tejiokem M, Crépey P, Fontanet A, Shimakawa Y. Maternal age at first childbirth and geographical variation in HBV prevalence in Cameroon: Important role of mother-to-child transmission. Clin Infect Dis 2021; 74:836-845. [PMID: 34125878 DOI: 10.1093/cid/ciab548] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND The prevalence of hepatitis B virus (HBV) infection varies geographically around the world. However, the underlying reasons for this variation are unknown. Using a nationally representative population-based sample from all 58 administrative divisions in Cameroon, we examined the association between median maternal age at first childbirth in a preceding generation, a proxy for the frequency of mother-to-child transmission (MTCT) of HBV in a region, and the risk of chronic HBV infection, defined as positive surface antigen (HBsAg), in the index generation. METHODS We estimated a division-specific median maternal age at first childbirth using historical data from Demographic Health Surveys (DHS) in 1991/1998/2004/2011. We tested HBsAg in 2011 DHS participants. We used maps to display spatial variation and spatial models for the analysis. RESULTS In 14,150 participants (median 27 years old, 51% females), the overall weighted prevalence of HBsAg was 11.9% (95%CI: 11.0-12.8), with a wide geographical variation across the divisions (range: 6.3-23.7%). After adjusting for confounding factors and spatial dependency, lower maternal age at first childbirth was significantly associated with positive HBsAg at the division level (β: 1.89 [95%CI: 1.26-2.52], p<0.001), and at the individual level (OR: 1.20 [95%CI: 1.04-1.39], p=0.016). A similar ecological correlation was observed across other African countries. CONCLUSIONS The significant association between the maternal age at first childbirth and HBsAg-positivity suggests a crucial role of MTCT in maintaining high HBV endemicity in some areas in Cameroon. This underlines an urgent need to effectively prevent MTCT in order to achieve WHO's global hepatitis elimination goals.
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Affiliation(s)
- Jude Moutchia
- Unité d'Épidémiologie des Maladies Émergentes, Institut Pasteur, Paris, France.,REPERES « Recherche en Pharmaco-Epidémiologie et Recours aux Soins » - EA 7449, Université Rennes, Ecole des Hautes Etudes en Santé Publique, Rennes, France
| | - Richard Njouom
- Department of Virology, Centre Pasteur du Cameroun, Yaoundé, Cameroon
| | - Eva Rumpler
- Unité d'Épidémiologie des Maladies Émergentes, Institut Pasteur, Paris, France
| | - Camille Besombes
- Unité d'Épidémiologie des Maladies Émergentes, Institut Pasteur, Paris, France
| | - Gaëtan Texier
- Department of Epidemiology and Public Health, Centre Pasteur du Cameroun, Yaoundé, Cameroon.,Aix Marseille University, IRD, AP-HM, SSA, VITROME, IHU Méditerranée Infection, Marseille, France
| | - Mathurin Tejiokem
- Department of Epidemiology and Public Health, Centre Pasteur du Cameroun, Yaoundé, Cameroon
| | - Pascal Crépey
- REPERES « Recherche en Pharmaco-Epidémiologie et Recours aux Soins » - EA 7449, Université Rennes, Ecole des Hautes Etudes en Santé Publique, Rennes, France
| | - Arnaud Fontanet
- Unité d'Épidémiologie des Maladies Émergentes, Institut Pasteur, Paris, France.,PACRI unit, Conservatoire National des Arts et Métiers, Paris, France
| | - Yusuke Shimakawa
- Unité d'Épidémiologie des Maladies Émergentes, Institut Pasteur, Paris, France
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11
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Cerón Gómez M, Mondragon EI, Molano PL. Global stability analysis for a model with carriers and non-linear incidence rate. JOURNAL OF BIOLOGICAL DYNAMICS 2020; 14:409-420. [PMID: 32498626 DOI: 10.1080/17513758.2020.1772998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 05/02/2020] [Indexed: 06/11/2023]
Abstract
We analysed a epidemiological model with varying populations of susceptible, carriers, infectious and recovered (SCIR) and a general non-linear incidence rate of the form [Formula: see text]. We show that this model exhibits two positive equilibriums: the disease-free and disease equilibrium. We proved using the Lyapunov direct method that these two equilibriums are globally asymptotically stable under some sufficient conditions over the functions f, g, h.
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12
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Chouhan A, Maiwand S, Ngo M, Putalapattu V, Rychtář J, Taylor D. Game-Theoretical Model of Retroactive Hepatitis B Vaccination in China. Bull Math Biol 2020; 82:80. [PMID: 32542575 DOI: 10.1007/s11538-020-00748-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2020] [Accepted: 05/14/2020] [Indexed: 02/08/2023]
Abstract
Hepatitis B (HepB) is one of the most common infectious diseases affecting over two billion people worldwide. About one third of all HepB cases are in China. In recent years, China made significant efforts to implement a nationwide HepB vaccination program and reduced the number of unvaccinated infants from 30 to 10%. However, many individuals still remain unprotected, particularly those born before 2003. Consequently, a catch-up retroactive vaccination is an important and potentially cost-effective way to reduce HepB prevalence. In this paper, we analyze a game theoretical model of HepB dynamics that incorporates government-provided vaccination at birth coupled with voluntary retroactive vaccinations. Given the uncertainty about the long-term efficacy of the HepB vaccinations, we study several scenarios. When the waning rate is relatively high, we show that this retroactive vaccination should be a necessary component of any HepB eradication effort. When the vaccine offers long-lasting protection, the voluntary retroactive vaccination brings the disease incidence to sufficiently low levels. Also, we find that the optimal vaccination rates are almost independent of the vaccination coverage at birth. Moreover, it is in an individual's self-interest to vaccinate (and potentially re-vaccinate) at a rate just slightly above the vaccine waning rate.
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Affiliation(s)
- Ali Chouhan
- Department of Biology, Virginia Commonwealth University, Richmond, VA, 23284-2012, USA
| | - Sohail Maiwand
- Department of Mathematics and Applied Mathematics, Virginia Commonwealth University, Richmond, VA, 23284-2014, USA
| | - Matthew Ngo
- Department of Biology, Virginia Commonwealth University, Richmond, VA, 23284-2012, USA
| | - Vooha Putalapattu
- Department of Psychology, Virginia Commonwealth University, Richmond, VA, 23284-2018, USA
| | - Jan Rychtář
- Department of Mathematics and Applied Mathematics, Virginia Commonwealth University, Richmond, VA, 23284-2014, USA.
| | - Dewey Taylor
- Department of Mathematics and Applied Mathematics, Virginia Commonwealth University, Richmond, VA, 23284-2014, USA
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13
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Alonso D, Dobson A, Pascual M. Critical transitions in malaria transmission models are consistently generated by superinfection. Philos Trans R Soc Lond B Biol Sci 2020; 374:20180275. [PMID: 31056048 DOI: 10.1098/rstb.2018.0275] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
The history of modelling vector-borne infections essentially begins with the papers by Ross on malaria. His models assume that the dynamics of malaria can most simply be characterized by two equations that describe the prevalence of malaria in the human and mosquito hosts. This structure has formed the central core of models for malaria and most other vector-borne diseases for the past century, with additions acknowledging important aetiological details. We partially add to this tradition by describing a malaria model that provides for vital dynamics in the vector and the possibility of super-infection in the human host: reinfection of asymptomatic hosts before they have cleared a prior infection. These key features of malaria aetiology create the potential for break points in the prevalence of infected hosts, sudden transitions that seem to characterize malaria's response to control in different locations. We show that this potential for critical transitions is a general and underappreciated feature of any model for vector-borne diseases with incomplete immunity, including the canonical Ross-McDonald model. Ignoring these details of the host's immune response to infection can potentially lead to serious misunderstanding in the interpretation of malaria distribution patterns and the design of control schemes for other vector-borne diseases. This article is part of the theme issue 'Modelling infectious disease outbreaks in humans, animals and plants: approaches and important themes'. This issue is linked with the subsequent theme issue 'Modelling infectious disease outbreaks in humans, animals and plants: epidemic forecasting and control'.
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Affiliation(s)
- David Alonso
- 1 Theoretical and Computational Ecology, Center for Advanced Studies (CEAB-CSIC) , Blanes , Spain
| | - Andy Dobson
- 2 Ecology and Evolutionary Biology, Eno Hall, Princeton University , NJ 08540 , USA.,3 Santa Fe Institute , Hyde Park Road, Santa Fe, NM , USA
| | - Mercedes Pascual
- 3 Santa Fe Institute , Hyde Park Road, Santa Fe, NM , USA.,4 Ecology and Evolutionary Biology, University of Chicago , Chicago, IL , USA
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14
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Kretzschmar MEE, van der Sande MAB. Hepatitis B prevention: Can we learn from the response to HIV/AIDS? PLoS Med 2020; 17:e1003109. [PMID: 32315316 PMCID: PMC7173715 DOI: 10.1371/journal.pmed.1003109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Mirjam Kretzschmar and Marianne van der Sande discuss the accompanying research study by Anna McNaughton and colleagues on strategies to reduce the burden of hepatitis B in African countries.
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Affiliation(s)
- Mirjam E. E. Kretzschmar
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Centre for Infectious Disease Control, National Institute of Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Marianne A. B. van der Sande
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Department Public Health, Institute of Tropical Medicine, Antwerp, Belgium
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15
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Plowright RK, Becker DJ, McCallum H, Manlove KR. Sampling to elucidate the dynamics of infections in reservoir hosts. Philos Trans R Soc Lond B Biol Sci 2019; 374:20180336. [PMID: 31401966 PMCID: PMC6711310 DOI: 10.1098/rstb.2018.0336] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/12/2019] [Indexed: 01/20/2023] Open
Abstract
The risk of zoonotic spillover from reservoir hosts, such as wildlife or domestic livestock, to people is shaped by the spatial and temporal distribution of infection in reservoir populations. Quantifying these distributions is a key challenge in epidemiology and disease ecology that requires researchers to make trade-offs between the extent and intensity of spatial versus temporal sampling. We discuss sampling methods that strengthen the reliability and validity of inferences about the dynamics of zoonotic pathogens in wildlife hosts. This article is part of the theme issue 'Dynamic and integrative approaches to understanding pathogen spillover'.
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Affiliation(s)
- Raina K. Plowright
- Department of Microbiology and Immunology, Montana State University, Bozeman, MT 59717, USA
| | - Daniel J. Becker
- Department of Microbiology and Immunology, Montana State University, Bozeman, MT 59717, USA
- Center for the Ecology of Infectious Diseases, University of Georgia, Athens, GA 30602, USA
- Department of Biology, Indiana University, Bloomington, IN 47405, USA
| | - Hamish McCallum
- Environmental Futures Research Institute, Griffith University, Brisbane, Queensland 4111, Australia
| | - Kezia R. Manlove
- Department of Wildland Resources and Ecology Center, Utah State University, Logan, UT 84321, USA
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16
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A Reliable Numerical Analysis for Stochastic Hepatitis B Virus Epidemic Model with the Migration Effect. IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY, TRANSACTIONS A: SCIENCE 2019. [DOI: 10.1007/s40995-019-00726-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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17
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Williams JR, Manfredi P, Melegaro A. The potential impact of the demographic transition in the Senegal-Gambia region of sub-Saharan Africa on the burden of infectious disease and its potential synergies with control programmes: the case of hepatitis B. BMC Med 2018; 16:118. [PMID: 30041645 PMCID: PMC6058373 DOI: 10.1186/s12916-018-1100-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Accepted: 06/14/2018] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Sub-Saharan Africa (SSA) continues to suffer high communicable disease burdens as its demographic transition (DT) proceeds. Although the consequent changes in population structures influence age-specific contact patterns relevant for transmission, the age distribution of immunity, and the disease burden, investigation of the potential of DT to affect infectious disease epidemiology in regions of SSA has hitherto been overlooked. With a substantial disease burden and complex epidemiology, hepatitis B virus (HBV) represents a prime example of an infection whose epidemiology may be significantly influenced by the DT. METHODS An age-structured mathematical model for HBV in the Senegal and Gambia (SG) region was set within a demographic framework with varying vital rates mirroring the entire course of the DT there over 1850-2100, to investigate the effects of the DT on HBV epidemiology, with and without the combined action of vaccination. The model was run from its reconstructed ancien régime (old order) demo-epidemiologic equilibrium and calibrated against SG 1950 age-distribution estimates and Gambian pre-vaccination HBV age-prevalence data. RESULTS The model, which reproduced well demographic and HBV age-prevalence data, predicted a complex transition of HBV epidemiology over the course of the DT. This included a prolonged epoch of expansion alongside population growth and rejuvenation until 1990-2000, followed by a dramatic retreat, mainly reflecting projected fertility decline during the twenty-first century. This transitional pattern was mostly explained by the underlying demographically driven changes in horizontal transmission resulting from the changes in the age structure of the population. During 2000-2150 the HBV burden is predicted to decline by more than 70% even in the absence of vaccination. CONCLUSIONS Demographic change alone may strongly affect HBV disease burden and shape HBV endemicity. The onset of the demographically driven decline in HBV prevalence, aligned with the expansion of HBV vaccination, forms a synergy potentially boosting effectiveness of control. Such a synergy currently appears to be presenting a "window of opportunity" facilitating HBV elimination which it would be important to exploit and which underlines the importance of taking demographic change into account when assessing the potential longer term impact of vaccination and other control measures.
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Affiliation(s)
- John R Williams
- Department of Infectious Disease Epidemiology, School of Public Health, Faculty of Medicine, Imperial College London, St Mary's Campus, Norfolk Place, London, W2 1PG, UK.
| | - Piero Manfredi
- Dipartimento di Economia e Management, University of Pisa, via Ridolfi 10, 56124, Pisa, Italy
| | - Alessia Melegaro
- Dondena Centre for Research on Social Dynamics and Public Policy and Department of Social and Political Science, Bocconi University, Via Roentgen 1, 20136, Milan, Italy
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18
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KHAN MUHAMMADALTAF, ISLAM SAEED, VALVERDE JOSEC, KHAN SHERAFZAL. CONTROL STRATEGIES of HEPATITIS B WITH THREE CONTROL VARIABLES. J BIOL SYST 2018. [DOI: 10.1142/s0218339018500018] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
In this paper, we present a compartmental mathematical model of hepatitis B virus with optimal control strategies. First, we formulate the model applying the optimal control techniques which use control variables in the form of isolation, educational campaign and vaccination. We derive the conditions under which it is optimal to eradicate the disease and examine the impact of possible vaccination treatment strategies on disease transmission. When such an elimination is impossible, we use the techniques of Pontryagin’s Maximum Principle to derive the necessary conditions for the optimal control problem. The numerical results show that some effective vaccination and control can reduce the disease spread in the community.
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Affiliation(s)
- MUHAMMAD ALTAF KHAN
- Department of Mathematics, City University of Science and Information Technology, Peshawar, KP 25000, Pakistan
| | - SAEED ISLAM
- Department of Mathematics, Abdul Wali Khan, University, Mardan, KP 23200, Pakistan
| | - JOSE C. VALVERDE
- Department of Mathematics, University of Castilla-La Mancha, Spain
| | - SHER AFZAL KHAN
- Faculty of Computing and Information Technology in Rabigh, King Abdul Aziz University, Jeddah, Saudi Arabia
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19
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Zu J, Li M, Zhuang G, Liang P, Cui F, Wang F, Zheng H, Liang X. Estimating the impact of test-and-treat strategies on hepatitis B virus infection in China by using an age-structured mathematical model. Medicine (Baltimore) 2018; 97:e0484. [PMID: 29668627 PMCID: PMC5916706 DOI: 10.1097/md.0000000000010484] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
The potential impact of increasing test-and-treat coverage on hepatitis B virus (HBV) infection remains unclear in China. The objective of this study was to develop a dynamic compartmental model at a population level to estimate the long-term effect of this strategy.Based on the natural history of HBV infection and 3 serosurvey data of hepatitis B in China, we proposed an age- and time-dependent discrete model to predict the number of new HBV infection, the number of chronic HBV infection, and the number of HBV-related deaths for the time from 2018 to 2050 under 5 different test-and-treat coverage and compared them with current intervention policy.Compared with current policy, if the test-and-treat coverage was increased to 100% since 2018, the numbers of chronic HBV infection, new HBV infection, and HBV-related deaths in 2035 would be reduced by 26.60%, 24.88%, 26.55%, respectively, and in 2050 it would be reduced by 44.93%, 43.29%, 43.67%, respectively. In contrast, if the test-and-treat coverage was increased by 10% every year since 2018, then the numbers of chronic HBV infection, new HBV infection, and HBV-related deaths in 2035 would be reduced by 21.81%, 20.10%, 21.40%, respectively, and in 2050 it would be reduced by 41.53%, 39.89%, 40.32%, respectively. In particular, if the test-and-treat coverage was increased to 75% since 2018, then the annual number of HBV-related deaths would begin to decrease from 2018. If the test-and-treat coverage was increased to above 25% since 2018, then the hepatitis B surface antigen (HBsAg) prevalence for population aged 1 to 59 years in China would be reduced to below 2% in 2035. Our model also showed that in 2035, the numbers of chronic HBV infection and HBV-related deaths in 65 to 69 age group would be reduced the most (about 1.6 million and 13 thousand, respectively).Increasing test-and-treat coverage would significantly reduce HBV infection in China, especially in the middle-aged people and older people. The earlier the treatment and the longer the time, the more significant the reduction. Implementation of test-and-treat strategy is highly effective in controlling hepatitis B in China.
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Affiliation(s)
- Jian Zu
- School of Mathematics and Statistics
| | | | - Guihua Zhuang
- School of Public Health, Health Science Center, Xi’an Jiaotong University, Xi’an, Shaanxi
| | - Peifeng Liang
- Department of Statistics, People's Hospital of Ningxia Hui Autonomous Region, Yinchuan, Ningxia
| | - Fuqiang Cui
- Health Science Center, Peking University, Beijing
| | - Fuzhen Wang
- Chinese Center for Disease Control and Prevention, Beijing, P. R. China
| | - Hui Zheng
- Chinese Center for Disease Control and Prevention, Beijing, P. R. China
| | - Xiaofeng Liang
- Chinese Center for Disease Control and Prevention, Beijing, P. R. China
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20
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Liang P, Zu J, Zhuang G. A Literature Review of Mathematical Models of Hepatitis B Virus Transmission Applied to Immunization Strategies From 1994 to 2015. J Epidemiol 2017; 28:221-229. [PMID: 29276213 PMCID: PMC5911672 DOI: 10.2188/jea.je20160203] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
A mathematical model of the transmission dynamics of infectious disease is an important theoretical epidemiology method, which has been used to simulate the prevalence of hepatitis B and evaluate different immunization strategies. However, differences lie in the mathematical processes of modeling HBV transmission in published studies, not only in the model structure, but also in the estimation of certain parameters. This review reveals that the dynamics model of HBV transmission only simulates the spread of HBV in the population from the macroscopic point of view and highlights several main shortcomings in the model structure and parameter estimation. First, age-dependence is the most important characteristic in the transmission of HBV, but an age-structure model and related age-dependent parameters were not adopted in some of the compartmental models describing HBV transmission. In addition, the numerical estimation of the force of HBV infection did not give sufficient weight to the age and time factors and is not suitable using the incidence data. Lastly, the current mathematical models did not well reflect the details of the factors of HBV transmission, such as migration from high or intermediate HBV endemic areas to low endemic areas and the kind of HBV genotype. All of these shortcomings may lead to unreliable results. When the mathematical model closely reflects the fact of hepatitis B spread, the results of the model fit will provide valuable information for controlling the transmission of hepatitis B.
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Affiliation(s)
- Peifeng Liang
- Department of Statistics, People's Hospital of Ningxia Hui Autonomous Region
| | - Jian Zu
- Department of Applied Mathematics, School of Mathematics and Statistics, Xi'an Jiaotong University
| | - Guihua Zhuang
- Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University Health Science Center
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21
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Al-Darabsah I, Yuan Y. A periodic disease transmission model with asymptomatic carriage and latency periods. J Math Biol 2017; 77:343-376. [PMID: 29274002 DOI: 10.1007/s00285-017-1199-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Revised: 12/13/2017] [Indexed: 11/28/2022]
Abstract
In this paper, the global dynamics of a periodic disease transmission model with two delays in incubation and asymptomatic carriage periods is investigated. We first derive the model system with a general nonlinear incidence rate function by stage-structure. Then, we identify the basic reproduction ratio [Formula: see text] for the model and present numerical algorithm to calculate it. We obtain the global attractivity of the disease-free state when [Formula: see text] and discuss the disease persistence when [Formula: see text]. We also explore the coexistence of endemic state in the nonautonomous system and prove the uniqueness with constants coefficients. Numerical simulations are provided to present a case study regarding the meningococcal meningitis disease transmission and discuss the influence of carriers on [Formula: see text].
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Affiliation(s)
- Isam Al-Darabsah
- Department of Mathematics and Statistics, Memorial University of Newfoundland, St. John's, NL, A1C 5S7, Canada
| | - Yuan Yuan
- Department of Mathematics and Statistics, Memorial University of Newfoundland, St. John's, NL, A1C 5S7, Canada.
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22
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Sun D, Liu F. Modeling and Control of a Delayed Hepatitis B Virus Model with Incubation Period and Combination Treatment. Interdiscip Sci 2017; 10:375-389. [PMID: 29260504 DOI: 10.1007/s12539-017-0275-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2017] [Revised: 11/16/2017] [Accepted: 11/18/2017] [Indexed: 12/21/2022]
Abstract
In this paper, a hepatitis B virus (HBV) model with an incubation period and delayed state and control variables is firstly proposed. Furthermore, the combination treatment is adopted to have a longer-lasting effect than mono-therapy. The equilibrium points and basic reproduction number are calculated, and then the local stability is analyzed on this model. We then present optimal control strategies based on the Pontryagin's minimum principle with an objective function not only to reduce the levels of exposed cells, infected cells and free viruses nearly to zero at the end of therapy, but also to minimize the drug side-effect and the cost of treatment. What's more, we develop a numerical simulation algorithm for solving our HBV model based on the combination of forward and backward difference approximations. The state dynamics of uninfected cells, exposed cells, infected cells, free viruses, CTL and ALT are simulated with or without optimal control, which show that HBV is reduced nearly to zero based on the time-varying optimal control strategies whereas the disease would break out without control. At last, by the simulations, we prove that strategy A is the best among the three kinds of strategies we adopt and further comparisons have been done between model (1) and model (2).
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Affiliation(s)
- Deshun Sun
- Control and Simulation Center, Harbin Institute of Technology, Harbin, 15008, China
| | - Fei Liu
- Control and Simulation Center, Harbin Institute of Technology, Harbin, 15008, China.
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23
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Khan T, Zaman G, Chohan MI. The transmission dynamic and optimal control of acute and chronic hepatitis B. JOURNAL OF BIOLOGICAL DYNAMICS 2017; 11:172-189. [PMID: 27852159 DOI: 10.1080/17513758.2016.1256441] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
In this article, we present the transmission dynamic of the acute and chronic hepatitis B epidemic problem and develop an optimal control strategy to control the spread of hepatitis B in a community. In order to do this, first we present the model formulation and find the basic reproduction number [Formula: see text]. We show that if [Formula: see text] then the disease-free equilibrium is both locally as well as globally asymptotically stable. Then, we prove that the model is locally and globally asymptotically stable, if [Formula: see text]. To control the spread of this infection, we develop a control strategy by applying three control variables such as isolation of infected and non-infected individuals, treatment and vaccination to minimize the number of acute infected, chronically infected with hepatitis B individuals and maximize the number of susceptible and recovered individuals. Finally, we present numerical simulation to illustrate the feasibility of the control strategy.
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Affiliation(s)
- Tahir Khan
- a Department of Mathematics , University of Malakand, Chakdara Dir (Lower) Khyber Pakhtunkhawa , Pakistan
| | - Gul Zaman
- a Department of Mathematics , University of Malakand, Chakdara Dir (Lower) Khyber Pakhtunkhawa , Pakistan
| | - M Ikhlaq Chohan
- b Department of Business Administration and Accounting , Buraimi University College , Al-Buraimi , Oman
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24
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Plowright RK, Manlove KR, Besser TE, Páez DJ, Andrews KR, Matthews PE, Waits LP, Hudson PJ, Cassirer EF. Age-specific infectious period shapes dynamics of pneumonia in bighorn sheep. Ecol Lett 2017; 20:1325-1336. [PMID: 28871636 DOI: 10.1111/ele.12829] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Revised: 04/23/2017] [Accepted: 07/23/2017] [Indexed: 01/21/2023]
Abstract
Superspreading, the phenomenon where a small proportion of individuals contribute disproportionately to new infections, has profound effects on disease dynamics. Superspreading can arise through variation in contacts, infectiousness or infectious periods. The latter has received little attention, yet it drives the dynamics of many diseases of critical public health, livestock health and conservation concern. Here, we present rare evidence of variation in infectious periods underlying a superspreading phenomenon in a free-ranging wildlife system. We detected persistent infections of Mycoplasma ovipneumoniae, the primary causative agent of pneumonia in bighorn sheep (Ovis canadensis), in a small number of older individuals that were homozygous at an immunologically relevant genetic locus. Interactions among age-structure, genetic composition and infectious periods may drive feedbacks in disease dynamics that determine the magnitude of population response to infection. Accordingly, variation in initial conditions may explain divergent population responses to infection that range from recovery to catastrophic decline and extirpation.
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Affiliation(s)
- Raina K Plowright
- Department of Microbiology and Immunology, Montana State University, 109 Lewis Hall, Bozeman, MT, 59717, USA
| | - Kezia R Manlove
- Department of Veterinary Microbiology and Pathology, Washington State University, Pullman, WA, 99164, USA
| | - Thomas E Besser
- Department of Veterinary Microbiology and Pathology, Washington State University, Pullman, WA, 99164, USA
| | - David J Páez
- Department of Microbiology and Immunology, Montana State University, 109 Lewis Hall, Bozeman, MT, 59717, USA
| | - Kimberly R Andrews
- Department of Fish and Wildlife Sciences, University of Idaho, 875 Perimeter Drive MS 1136, Moscow, ID, 83844, USA
| | - Patrick E Matthews
- Oregon Department of Fish and Wildlife, 65495 Alder Slope Road, Enterprise, OR, 97828, USA
| | - Lisette P Waits
- Department of Fish and Wildlife Sciences, University of Idaho, 875 Perimeter Drive MS 1136, Moscow, ID, 83844, USA
| | - Peter J Hudson
- Center for Infectious Disease Dynamics, 201, Life Sciences Building, Pennsylvania State University, University Park, PA, 16802, USA
| | - E Frances Cassirer
- Idaho Department of Fish and Game, 3316 16th Street, Lewiston, ID, 83501, USA
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25
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Zu J, Zhuang G, Liang P, Cui F, Wang F, Zheng H, Liang X. Estimating age-related incidence of HBsAg seroclearance in chronic hepatitis B virus infections of China by using a dynamic compartmental model. Sci Rep 2017; 7:2912. [PMID: 28588249 PMCID: PMC5460177 DOI: 10.1038/s41598-017-03080-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Accepted: 04/24/2017] [Indexed: 02/08/2023] Open
Abstract
The age-specific seroclearance pattern of hepatitis B surface antigen (HBsAg) in chronic hepatitis B virus (HBV) infections of China remains unclear. In this study, based on three national serosurvey data of hepatitis B in China, we propose an age- and time-dependent discrete model and use the method of non-linear least squares to estimate the age-specific annual rate of HBsAg seroclearance. We found that the HBsAg seroclearance in chronic HBV infections of China aged 1–59 years occurred at an average annual rate of 1.80% (95% CI, 1.54–2.06%) from 1993 to 2006. The HBsAg seroclearance occurred predominantly in the early childhood, 20–24 and 35–39 year age groups. Moreover, our model estimated that HBsAg seroclearance resulted in 23.38% of the decrease of total HBsAg prevalence for population aged 1–59 years in 2006. It also prevented 9.30% of new HBV infections (about 7.43 million people) and 9.95% of HBV-related deaths (about 0.25 million people) from 1993 to 2006. This study develops a new and efficient method to estimate the age-specific incidence of HBsAg seroclearance at a population-level and evaluate its effect.
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Affiliation(s)
- Jian Zu
- School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an, Shaanxi, 710049, P.R. China. .,Department of Ecology and Evolution, The University of Chicago, Chicago, IL, 60637, USA.
| | - Guihua Zhuang
- School of Public Health, Xi'an Jiaotong University, Health Science Center, Xi'an, Shaanxi, 710061, P.R. China.
| | - Peifeng Liang
- Department of Medical Statistics, Ningxia People' Hospital, Yinchuan, Ningxia, 750002, P.R. China
| | - Fuqiang Cui
- Chinese Center for Disease Control and Prevention, Beijing, 100050, P.R. China
| | - Fuzhen Wang
- Chinese Center for Disease Control and Prevention, Beijing, 100050, P.R. China
| | - Hui Zheng
- Chinese Center for Disease Control and Prevention, Beijing, 100050, P.R. China
| | - Xiaofeng Liang
- Chinese Center for Disease Control and Prevention, Beijing, 100050, P.R. China.
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26
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Owolabi KM. Numerical solution of diffusive HBV model in a fractional medium. SPRINGERPLUS 2016; 5:1643. [PMID: 27722061 PMCID: PMC5033804 DOI: 10.1186/s40064-016-3295-x] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/30/2016] [Accepted: 09/11/2016] [Indexed: 11/25/2022]
Abstract
Evolution systems containing fractional derivatives can result to suitable mathematical models for describing better and important physical phenomena. In this paper, we consider a multi-components nonlinear fractional-in-space reaction–diffusion equations consisting of an improved deterministic model which describe the spread of hepatitis B virus disease in areas of high endemic communities. The model is analyzed. We give some useful biological results to show that the disease-free equilibrium is both locally and globally asymptotically stable when the basic reproduction number is less than unity. Our findings of this paper strongly recommend a combination of effective treatment and vaccination as a good control measure, is important to record the success of HBV disease control through a careful choice of parameters. Some simulation results are presented to support the analytical findings.
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Affiliation(s)
- Kolade M Owolabi
- Department of Mathematical Sciences, Federal University of Technology, PMB 704, Akure, Ondo State Nigeria ; Institute for Groundwater Studies, Faculty of Natural and Agricultural Sciences, University of the Free State, Bloemfontein, 9300 South Africa
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27
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Manyombe MLM, Mbang J, Lubuma J, Tsanou B. Global dynamics of a vaccination model for infectious diseases with asymptomatic carriers. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2016; 13:813-840. [PMID: 27775386 DOI: 10.3934/mbe.2016019] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
In this paper, an epidemic model is investigated for infectious diseases that can be transmitted through both the infectious individuals and the asymptomatic carriers (i.e., infected individuals who are contagious but do not show any disease symptoms). We propose a dose-structured vaccination model with multiple transmission pathways. Based on the range of the explicitly computed basic reproduction number, we prove the global stability of the disease-free when this threshold number is less or equal to the unity. Moreover, whenever it is greater than one, the existence of the unique endemic equilibrium is shown and its global stability is established for the case where the changes of displaying the disease symptoms are independent of the vulnerable classes. Further, the model is shown to exhibit a transcritical bifurcation with the unit basic reproduction number being the bifurcation parameter. The impacts of the asymptomatic carriers and the effectiveness of vaccination on the disease transmission are discussed through through the local and the global sensitivity analyses of the basic reproduction number. Finally, a case study of hepatitis B virus disease (HBV) is considered, with the numerical simulations presented to support the analytical results. They further suggest that, in high HBV prevalence countries, the combination of effective vaccination (i.e. ≥ 3 doses of HepB vaccine), the diagnosis of asymptomatic carriers and the treatment of symptomatic carriers may have a much greater positive impact on the disease control.
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Abstract
We consider a stochastic model for the spread of a susceptible–infective–removed (SIR) epidemic among a closed, finite population, in which there are two types of severity of infectious individuals, namely mild and severe. The type of severity depends on the amount of infectious exposure an individual receives, in that infectives are always initially mild but may become severe if additionally exposed. Large-population properties of the model are derived. In particular, a coupling argument is used to provide a rigorous branching process approximation to the early stages of an epidemic, and an embedding argument is used to derive a strong law and an associated central limit theorem for the final outcome of an epidemic in the event of a major outbreak. The basic reproduction number, which determines whether or not a major outbreak can occur given few initial infectives, depends only on parameters of the mild infectious state, whereas the final outcome in the event of a major outbreak depends also on parameters of the severe state. Moreover, the limiting final size proportions need not even be continuous in the model parameters.
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29
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Abstract
We consider a stochastic model for the spread of a susceptible–infective–removed (SIR) epidemic among a closed, finite population, in which there are two types of severity of infectious individuals, namely mild and severe. The type of severity depends on the amount of infectious exposure an individual receives, in that infectives are always initially mild but may become severe if additionally exposed. Large-population properties of the model are derived. In particular, a coupling argument is used to provide a rigorous branching process approximation to the early stages of an epidemic, and an embedding argument is used to derive a strong law and an associated central limit theorem for the final outcome of an epidemic in the event of a major outbreak. The basic reproduction number, which determines whether or not a major outbreak can occur given few initial infectives, depends only on parameters of the mild infectious state, whereas the final outcome in the event of a major outbreak depends also on parameters of the severe state. Moreover, the limiting final size proportions need not even be continuous in the model parameters.
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30
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Gerberry DJ. Practical aspects of backward bifurcation in a mathematical model for tuberculosis. J Theor Biol 2016; 388:15-36. [DOI: 10.1016/j.jtbi.2015.10.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2015] [Revised: 08/20/2015] [Accepted: 10/06/2015] [Indexed: 10/22/2022]
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31
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32
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Djidjou Demasse R, Tewa JJ, Bowong S, Emvudu Y. Optimal control for an age-structured model for the transmission of hepatitis B. J Math Biol 2015; 73:305-33. [PMID: 26676356 DOI: 10.1007/s00285-015-0952-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2014] [Revised: 07/05/2015] [Indexed: 11/24/2022]
Abstract
One of the characteristics of HBV transmission is the age structure of the host population and the vertical transmission of the disease. That is the infection is transmitted directly from infected mother to an embryo, fetus, or baby during pregnancy or childbirth (the perinatal infection). We formulated an age-structured model for the transmission dynamics of HBV with differential infectivity: symptomatic and asymptomatic infections. The model without intervention strategies is completely analyzed. We compute the basic reproduction number which determines the outcome of the disease. We also compute equilibria and study their stability. The sensitivity analysis of the initial model parameters is performed (to determine the impact of control-related parameters on outbreak severity). Using optimal control theory, we determine the cost-effective balance of three interventions methods which minimizes HBV-related deaths as well as the costs associated with intervention.
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Affiliation(s)
- Ramses Djidjou Demasse
- Faculty of Science, University of Yaounde 1, Yaoundé, Cameroon. .,UMI 209 IRD&UPMC UMMISCO, Bondy, France. .,LIRIMA, Project Team GRIMCAPE, Yaoundé, Cameroon. .,The African Center of Excellence in Information and Communication Technologies (CETIC), University of Yaounde 1, Yaoundé, Cameroon.
| | - Jean-Jules Tewa
- National Advanced School of Engineering, University of Yaounde 1, Yaoundé, Cameroon.,UMI 209 IRD&UPMC UMMISCO, Bondy, France.,LIRIMA, Project Team GRIMCAPE, Yaoundé, Cameroon.,The African Center of Excellence in Information and Communication Technologies (CETIC), University of Yaounde 1, Yaoundé, Cameroon
| | - Samuel Bowong
- Faculty of Science, University of Douala, Douala, Cameroon.,UMI 209 IRD&UPMC UMMISCO, Bondy, France.,LIRIMA, Project Team GRIMCAPE, Yaoundé, Cameroon.,The African Center of Excellence in Information and Communication Technologies (CETIC), University of Yaounde 1, Yaoundé, Cameroon
| | - Yves Emvudu
- Faculty of Science, University of Yaounde 1, Yaoundé, Cameroon
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33
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Liang P, Zu J, Yin J, Li H, Gao L, Cui F, Wang F, Liang X, Zhuang G. The independent impact of newborn hepatitis B vaccination on reducing HBV prevalence in China, 1992-2006: A mathematical model analysis. J Theor Biol 2015; 386:115-21. [PMID: 26375372 DOI: 10.1016/j.jtbi.2015.08.030] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Revised: 08/01/2015] [Accepted: 08/28/2015] [Indexed: 12/21/2022]
Abstract
OBJECTIVE To evaluate the independent impact of newborn hepatitis B vaccination on reducing HBV prevalence in China, from its introduction in 1992 to 2006. METHODS An age- and time-dependent discrete dynamic model was developed to simulate HBV transmission in China under the assumptions of no any change in interventions and only with newborn vaccination introduction, respectively. The initial conditions of the model were determined according to the national serosurvey in 1992. The simulated results were compared with the observed results of the national serosurvey in 2006, and the contribution rate of newborn vaccination on reducing HBV prevalence was calculated overall and by birth cohort. RESULTS The total HBV prevalence would remain stable through the 14-year period if no any change in interventions, but decrease year by year if only with newborn vaccination introduction. Newborn vaccination could account for more than 50% of the reduction of the total HBV prevalence, although the full 3-dose and timely birth dose vaccination coverage rates were low in the early years. The results by birth cohort showed that the higher the two coverage rates, the higher contribution rate on reducing HBV prevalence. For the 2005 birth cohort which had high levels in the two coverage rates, the contribution rate could reach more than 95%. CONCLUSION Newborn hepatitis B vaccination from 1992 to 2006 in China had played the most important role in reducing HBV prevalence. Newborn vaccination with high full 3-dose and timely birth dose coverage rates is the decisive factor in controlling hepatitis B in China.
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Affiliation(s)
- Peifeng Liang
- Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University, Health Science Center, Xi'an, Shaanxi 710061, China.
| | - Jian Zu
- Department of Applied Mathematics, School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, China.
| | - Juan Yin
- Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University, Health Science Center, Xi'an, Shaanxi 710061, China.
| | - Hao Li
- Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University, Health Science Center, Xi'an, Shaanxi 710061, China.
| | - Longfei Gao
- Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University, Health Science Center, Xi'an, Shaanxi 710061, China.
| | - Fuqiang Cui
- Chinese Center for Disease Control and Prevention, Beijing 100050, China.
| | - Fuzhen Wang
- Chinese Center for Disease Control and Prevention, Beijing 100050, China.
| | - Xiaofeng Liang
- Chinese Center for Disease Control and Prevention, Beijing 100050, China.
| | - Guihua Zhuang
- Department of Epidemiology and Biostatistics, School of Public Health, Xi'an Jiaotong University, Health Science Center, Xi'an, Shaanxi 710061, China.
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TCHINDA PMOUOFO, TEWA JEANJULES, MEWOLI BOULECHARD, BOWONG SAMUEL. A THEORETICAL ASSESSMENT OF THE EFFECTS OF DISTRIBUTED DELAY ON THE TRANSMISSION DYNAMICS OF HEPATITIS B. J BIOL SYST 2015. [DOI: 10.1142/s0218339015500229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
In this paper, we investigate the global dynamics of a system of delay differential equations which describes the interaction of hepatitis B virus (HBV) with both liver and blood cells. The model has two distributed time delays describing the time needed for infection of cell and virus replication. We also include the efficiency of drug therapy in inhibiting viral production and the efficiency of drug therapy in blocking new infection. We compute the basic reproduction number and find that increasing delays will decrease the value of the basic reproduction number. We study the sensitivity analysis on the key parameters that drive the disease dynamics in order to determine their relative importance to disease transmission and prevalence. Our analysis reveals that the model exhibits the phenomenon of backward bifurcation (where a stable disease-free equilibrium (DFE) co-exists with a stable endemic equilibrium when the basic reproduction number is less than unity). Numerical simulations are presented to evaluate the impact of time-delays on the prevalence of the disease.
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Affiliation(s)
- P. MOUOFO TCHINDA
- Department of Mathematics, University of Yaounde I, P. O. Box 812 Yaounde, Cameroon
- UMI 209 IRD/UPMC UMMISCO, Bondy, France
- Project-Team GRIMCAPE, LIRIMA, CETIC Center in ICT, University of Yaounde 1, Cameroon
| | - JEAN JULES TEWA
- Department of Mathematics and Physics, National Advanced School of Engineering (Polytechnic), University of Yaounde I, P. O. Box 8390 Yaounde, Cameroon
- UMI 209 IRD/UPMC UMMISCO, Bondy, France
- Project-Team GRIMCAPE, LIRIMA, CETIC Center in ICT, University of Yaounde 1, Cameroon
| | - BOULECHARD MEWOLI
- Department of Mathematics, University of Yaounde I, P. O. Box 812 Yaounde, Cameroon
| | - SAMUEL BOWONG
- Department of Mathematics and Computer Science, Faculty of Science, University of Douala, P. O. Box 24157 Douala, Cameroon
- UMI 209 IRD/UPMC UMMISCO, Bondy, France
- Project-Team GRIMCAPE, LIRIMA, CETIC Center in ICT, University of Yaounde 1, Cameroon
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Ntaganda JM, Gahamanyi M. Fuzzy Logic Approach for Solving an Optimal Control Problem of an Uninfected Hepatitis B Virus Dynamics. ACTA ACUST UNITED AC 2015. [DOI: 10.4236/am.2015.69136] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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36
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Goyal A, Murray JM. The impact of vaccination and antiviral therapy on hepatitis B and hepatitis D epidemiology. PLoS One 2014; 9:e110143. [PMID: 25313681 PMCID: PMC4196970 DOI: 10.1371/journal.pone.0110143] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2014] [Accepted: 09/17/2014] [Indexed: 12/18/2022] Open
Abstract
The major cause of liver cancer around the globe is hepatitis B virus (HBV), which also contributes to a large number of deaths due to liver failure alone. Hepatitis delta virus (HDV) is as potentially alarming as HBV since life threatening cases are 10 times more likely with HBV-HDV dual infection compared to HBV monoinfection. So far, there is no established effective treatment against HDV and the only preventive action suggested by the World Health Organization is to introduce HBV vaccination for children immediately after birth (newborns) and thus reduce the available pool for HDV infection. Here the main objective is to understand the complex dynamics of HBV-HDV infection in a human population that can inform public health policy makers on the level of different preventive measures required to eliminate HBV and HDV infections. Model simulations suggest that HBV vertical transmission and HBV vaccination rates for newborns are instrumental in determining HBV and HDV prevalence. A decrease in HBV prevalence is observed as vaccination coverage increases and it is possible to eradicate both HBV and HDV using high vaccination coverage of ≥80% in the long term. We further found that HDV presence results in lower HBV prevalence. An application of our model to China revealed that vaccinating every newborn in China will further prevent 1.69 million new infections by 2028 as compared to the current 90% vaccination coverage. Although, higher vaccination coverage of newborns should eliminate both HBV and HDV over a long time period, any short term strategy to eradicate HDV must include additional preventive measures such as HBV adult vaccination. Implementation of HBV adult vaccination programs at a rate of 10% per year over 15 years will further prevent 39 thousand new HDV infections in China by 2028 as compared to HBV vaccination programs solely for newborns.
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Affiliation(s)
- Ashish Goyal
- School of Mathematics and Statistics, University of New South Wales, Sydney, Australia
- * E-mail:
| | - John M. Murray
- School of Mathematics and Statistics, University of New South Wales, Sydney, Australia
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Mathematical modeling of transmission dynamics and optimal control of vaccination and treatment for hepatitis B virus. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2014; 2014:475451. [PMID: 24812572 PMCID: PMC4000643 DOI: 10.1155/2014/475451] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2013] [Accepted: 02/26/2014] [Indexed: 12/31/2022]
Abstract
Hepatitis B virus (HBV) infection is a worldwide public health problem. In this paper, we study the dynamics of hepatitis B virus (HBV) infection which can be controlled by vaccination as well as treatment. Initially we consider constant controls for both vaccination and treatment. In the constant controls case, by determining the basic reproduction number, we study the existence and stability of the disease-free and endemic steady-state solutions of the model. Next, we take the controls as time and formulate the appropriate optimal control problem and obtain the optimal control strategy to minimize both the number of infectious humans and the associated costs. Finally at the end numerical simulation results show that optimal combination of vaccination and treatment is the most effective way to control hepatitis B virus infection.
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Khan MA, Islam S, Arif M, ul Haq Z. Transmission model of hepatitis B virus with the migration effect. BIOMED RESEARCH INTERNATIONAL 2013; 2013:150681. [PMID: 23984318 PMCID: PMC3745994 DOI: 10.1155/2013/150681] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/13/2013] [Revised: 03/25/2013] [Accepted: 03/25/2013] [Indexed: 11/23/2022]
Abstract
Hepatitis B is a globally infectious disease. Mathematical modeling of HBV transmission is an interesting research area. In this paper, we present characteristics of HBV virus transmission in the form of a mathematical model. We analyzed the effect of immigrants in the model to study the effect of immigrants for the host population. We added the following flow parameters: "the transmission between migrated and exposed class" and "the transmission between migrated and acute class." With these new features, we obtained a compartment model of six differential equations. First, we find the basic threshold quantity Ro and then find the local asymptotic stability of disease-free equilibrium and endemic equilibrium. Furthermore, we find the global stability of the disease-free and endemic equilibria. Previous similar publications have not added the kind of information about the numerical results of the model. In our case, from numerical simulation, a detailed discussion of the parameters and their numerical results is presented. We claim that with these assumptions and by adding the migrated class, the model informs policy for governments, to be aware of the immigrants and subject them to tests about the disease status. Immigrants for short visits and students should be subjected to tests to reduce the number of immigrants with disease.
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Affiliation(s)
- Muhammad Altaf Khan
- Department of Mathematics, Abdul Wali Khan University, Mardan, Khyber Pakhtunkhwa, Pakistan.
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Hahné SJM, Veldhuijzen IK, Wiessing L, Lim TA, Salminen M, Laar MVD. Infection with hepatitis B and C virus in Europe: a systematic review of prevalence and cost-effectiveness of screening. BMC Infect Dis 2013; 13:181. [PMID: 23597411 PMCID: PMC3716892 DOI: 10.1186/1471-2334-13-181] [Citation(s) in RCA: 165] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2012] [Accepted: 03/21/2013] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Treatment for chronic hepatitis B virus (HBV) and hepatitis C virus (HCV) infection is improving but not benefiting individuals unaware to be infected. To inform screening policies we assessed (1) the hepatitis B surface antigen (HBsAg) and anti-hepatitis C virus antibody (anti-HCV-Ab) prevalence for 34 European countries; and (2) the cost-effectiveness of screening for chronic HBV and HCV infection. METHODS We searched peer-reviewed literature for data on HBsAg and anti-HCV-Ab prevalence and cost-effectiveness of screening of the general population and five subgroups, and used data for people who inject drugs (PWID) and blood donors from two European organizations. Of 1759 and 468 papers found in the prevalence and cost-effectiveness searches respectively, we included 124 and 29 papers after assessing their quality. We used decision rules to calculate weighted prevalence estimates by country. RESULTS The HBsAg and anti-HCV-Ab prevalence in the general population ranged from 0.1%-5.6% and 0.4%-5.2% respectively, by country. For PWID, men who have sex with men and migrants, the prevalence of HBsAg and anti-HCV-Ab was higher than the prevalence in the general population in all but 3 countries. There is evidence that HCV screening of PWID and HBsAg screening of pregnant women and migrants is cost-effective. CONCLUSION The prevalence of chronic HBV and HCV infection varies widely between European countries. Anti-HCV-Ab screening of PWID and HBsAg screening of pregnant women and migrants have European public health priority. Cost-effectiveness analyses may need to take effect of antiviral treatment on preventing HBV and HCV transmission into account.
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Affiliation(s)
- Susan J M Hahné
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), PO Box 1, Bilthoven, 3720 BA, The Netherlands.
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Pitman R, Fisman D, Zaric GS, Postma M, Kretzschmar M, Edmunds J, Brisson M. Dynamic transmission modeling: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force Working Group-5. Med Decis Making 2013; 32:712-21. [PMID: 22990086 DOI: 10.1177/0272989x12454578] [Citation(s) in RCA: 99] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The transmissible nature of communicable diseases is what sets them apart from other diseases modeled by health economists. The probability of a susceptible individual becoming infected at any one point in time (the force of infection) is related to the number of infectious individuals in the population, will change over time, and will feed back into the future force of infection. These nonlinear interactions produce transmission dynamics that require specific consideration when modeling an intervention that has an impact on the transmission of a pathogen. Best practices for designing and building these models are set out in this paper.
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Affiliation(s)
| | - David Fisman
- Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, Toronto, Canada (DF)
| | - Gregory S Zaric
- Ivey School of Business, University of Western Ontario, London, Canada (GSZ)
| | - Maarten Postma
- Unit of PharmacoEpidemiology and PharmacoEconomics, Department of Pharmacy, University of Groningen, Groningen, Netherlands (MP)
| | - Mirjam Kretzschmar
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, and Center for Infectious Disease Control, RIVM, Bilthoven, Netherlands (MK)
| | - John Edmunds
- Centre for the Mathematical Modelling of Infectious Diseases, London School of Hygiene and Tropical Medicine,
London, United Kingdom (JE)
| | - Marc Brisson
- URESP, Centre de Recherche FRSQ du CHA Universitaire de Que´ bec and De´ partement de Me´ decine Sociale et Pre´ ventive, Laval University, Quebec City, Canada (MB)
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41
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Pitman R, Fisman D, Zaric GS, Postma M, Kretzschmar M, Edmunds J, Brisson M. Dynamic transmission modeling: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force--5. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2012; 15:828-34. [PMID: 22999132 PMCID: PMC7110742 DOI: 10.1016/j.jval.2012.06.011] [Citation(s) in RCA: 144] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/29/2012] [Accepted: 06/21/2012] [Indexed: 05/17/2023]
Abstract
The transmissible nature of communicable diseases is what sets them apart from other diseases modeled by health economists. The probability of a susceptible individual becoming infected at any one point in time (the force of infection) is related to the number of infectious individuals in the population, will change over time, and will feed back into the future force of infection. These nonlinear interactions produce transmission dynamics that require specific consideration when modeling an intervention that has an impact on the transmission of a pathogen. Best practices for designing and building these models are set out in this article.
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42
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Sheikhan M, Ghoreishi SA. Application of covariance matrix adaptation–evolution strategy to optimal control of hepatitis B infection. Neural Comput Appl 2012. [DOI: 10.1007/s00521-012-1013-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
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43
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Zehender G, Shkjezi R, Ebranati E, Gabanelli E, Abazaj Z, Tanzi E, Kraja D, Bino S, Ciccozzi M, Galli M. Reconstruction of the epidemic history of hepatitis B virus genotype D in Albania. INFECTION GENETICS AND EVOLUTION 2011; 12:291-8. [PMID: 22142487 DOI: 10.1016/j.meegid.2011.11.009] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2011] [Revised: 11/17/2011] [Accepted: 11/19/2011] [Indexed: 12/15/2022]
Abstract
Despite a recent decrease in the prevalence of HBsAg in the general population, Albania is still highly endemic for HBV infection. Genotype D is the most prevalent HBV strain in the Mediterranean area. We studied the prevalence and distribution of HBV genotypes and subgenotypes in a total of 73 HBsAg-positive patients living in Albania, and reconstructed the epidemiological history of the most prevalent HBV D subgenotype using a "phylodynamic" framework. A time-scaled genealogy of the Albanian patients' and reference P gene sequences with known sampling dates was reconstructed using an MCMC Bayesian approach that allows population growth to be estimated on the basis of coalescent theory. All of the Albanian subjects were infected with the HBV D genotype, and a percentage varying from 44.4% to 100% (depending on the ethnic or risk group) were infected with subgenotype D2, the most prevalent in the study population (72.4%). The other subgenotypes present in a minority of subjects were D1 (13.8%) and D3 (13.8%). The Bayesian skyline plot population dynamics analysis showed that genotype D2 entered the Albanian population in the late 1960s, and that the effective number of infections grew gradually until the second half of the 1980s and more rapidly until the mid-1990s, when it reached a plateau that still persists today. Our data suggest that political and socio-economic factors played an important role in determining the rapid spread of HBV infection in Albania.
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Affiliation(s)
- Gianguglielmo Zehender
- Department of Clinical Sciences Luigi Sacco, Chair of Infectious Diseases, University of Milan, Milan, Italy.
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44
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Prevalence of hepatitis B virus infection in The Netherlands in 1996 and 2007. Epidemiol Infect 2011; 140:1469-80. [PMID: 22078095 DOI: 10.1017/s095026881100224x] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
We aimed to assess differences in the prevalence of hepatitis B virus (HBV) infection in The Netherlands between 1996 and 2007, and to identify risk factors for HBV infection in 2007. Representative samples of the Dutch population in 1996 and 2007 were tested for antibodies to hepatitis B core antigen (anti-HBc), hepatitis B surface antigen (HBsAg) and HBV-DNA. In 2007, the weighted anti-HBc prevalence was 3·5% (95% CI 2·2-5·5) and the HBsAg prevalence was 0·2% (95% CI 0·1-0·4). In indigenous Dutch participants, the anti-HBc prevalence was lower in 2007 than in 1996 (P=0·06). First-generation migrants (FGMs) had a 13-fold greater risk of being HBsAg- and/or HBV-DNA-positive than indigenous Dutch participants. In indigenous Dutch participants, risk factors for anti-HBc positivity were older age and having received a blood product before 1990. In FGMs, being of Asian origin was a risk factor. In second-generation migrants, having a foreign-born partner and injecting drug use were risk factors. FGMs are the main target group for secondary HBV prevention in The Netherlands.
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Hu JL, Cui J, Guo JJ, Zhang WL, Cai XF, Yuan ZW, Li QL, Deng XY, Zeng AZ, Hu Y, Tang N, Huang AL. Phenotypic assay of a hepatitis B virus strain carrying an rtS246T variant using a new strategy. J Med Virol 2011; 84:34-43. [PMID: 22052677 DOI: 10.1002/jmv.22260] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/21/2011] [Indexed: 12/13/2022]
Abstract
Phenotypic assays of hepatitis B virus (HBV) play an important role in research related to the problem of drug resistance that emerges during long-term nucleot(s)ide therapy in patients with chronic hepatitis B. Most of the phenotypic assay systems that are available currently rely on the transfection of recombinant replication-competent HBV DNA into hepatoma cell lines. Cloning clinical HBV isolates using conventional digestion-and-ligation techniques to generate replication-competent recombinants can be very difficult because of the sequence heterogeneity and unique structure of the HBV genome. In this study, a new strategy for constructing an HBV 1.1× recombinant was developed. The core of this strategy is the "fragment substitution reaction" (FSR). FSR allows PCR fragments to be cloned without digestion or ligation, providing a new tool for cloning fragments or genomes amplified from serum HBV DNA, and therefore making the assay of HBV phenotypes more convenient. Using this strategy, a phenotypic assay was performed on an HBV strain carrying an rtS246T variant isolated from a patient with chronic hepatitis B that was only responsive partially to entecavir therapy. The results indicated that this strain is sensitive to entecavir in vitro.
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Affiliation(s)
- Jie-li Hu
- Institute for Viral Hepatitis, Key Laboratory of Molecular Biology on Infectious Diseases, Ministry of Education, Chongqing Medical University, Chongqing, China
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Abstract
Modelling is valuable in the planning and evaluation of interventions, especially when a controlled trial is ethically or logistically impossible. Models are often used to calculate the expected course of events in the absence of more formal assessments. They are also used to derive estimates of rare or future events from recorded intermediate points. When developing models, decisions are needed about the appropriate level of complexity to be represented and about model structure and assumptions. The degree of rigor in model development and assessment can vary greatly, and there is a danger that existing beliefs inappropriately influence judgments about model assumptions and results.
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Affiliation(s)
- Geoffrey P Garnett
- Department of Infectious Disease Epidemiology, Imperial College London, London, UK
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47
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Kalajdzievska D, Li MY. Modeling the effects of carriers on transmission dynamics of infectious diseases. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2011; 8:711-22. [PMID: 21675806 DOI: 10.3934/mbe.2011.8.711] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
Abstract
An S-Ic-I-R epidemic model is investigated for infectious diseases that can be transmitted through carriers, infected individuals who are contagious but do not show any disease symptoms. Mathematical analysis is carried out that completely determines the global dynamics of the model. The impacts of disease carriers on the transmission dynamics are discussed through the basic reproduction number and through numerical simulations.
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Affiliation(s)
- Darja Kalajdzievska
- Department of Mathematics, University of Manitoba, Winnipeg, Manitoba R3T 2N2, Canada.
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48
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Abushady EA, Gameel MM, Klena JD, Ahmed SF, Abdel-Wahab KS, Fahmy SM. HBV vaccine efficacy and detection and genotyping of vaccineé asymptomatic breakthrough HBV infection in Egypt. World J Hepatol 2011; 3:147-56. [PMID: 21860674 PMCID: PMC3159495 DOI: 10.4254/wjh.v3.i6.147] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2010] [Revised: 05/15/2011] [Accepted: 05/22/2011] [Indexed: 02/06/2023] Open
Abstract
AIM To evaluate the impact of mass vaccination against the hepatitis B virus (HBV) in Egypt, and to search for vaccinee asymptomatic breakthrough HBV infection and its genotype. METHODS Seven hundred serum samples from vaccinated children and adults (aged 2-47 years) were used for quantitative and qualitative detection of HBsAb by ELISA. Three hundred and sixty serum samples representing undetectable or low or high HBsAb were screened for markers of active HBV infection (HBsAg, HBcAb (IgG) and HBeAb by ELISA, plus HBsAg by AxSYM) and HBV-DNA genotyping by nested multiplex PCR and by DNA sequencing. RESULTS It was found that 65% of children aged 2-4 years, and 20.5% aged 4-13 years, as well as 45% adults were good responders to HBV vaccination mounting protective level HBsAb. Poor responders were 28%, 59.5% and 34%, and non-responders were 7%, 20% and 21% respectively, in the three studied groups. Markers of asymptomatic HBV infections were HBsAg detected by ELISA in 2.5% vs 11.39% by AxSYM. Other markers were HBcAb (IgG) in 1.38%, HBeAb in 0.83%, and HBV-DNA in 7.8%. All had HBV genotype E infection. CONCLUSION It is concluded that HBV vaccine is efficient in controlling HBV infection among children and adults. The vaccine breakthrough infection was by HBV genotype E. A booster dose of vaccine is recommended, probably four years after initial vaccination.
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Affiliation(s)
- Eman Ae Abushady
- Eman AE Abushady, Microbiology department, Faculty of Medicine Nourthern Border University, Arar 1321, Saudi Arabia
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49
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A meta-analysis of the effect of dose and age at exposure on shedding of Mycobacterium avium subspecies paratuberculosis (MAP) in experimentally infected calves and cows. Epidemiol Infect 2011; 140:231-46. [PMID: 21524342 DOI: 10.1017/s0950268811000689] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
A meta-analysis was performed using all published and one unpublished long-term infection-challenge experiments to quantify the age- and dose-dependence of early and late shedding of Mycobacterium avium subsp. paratuberculosis (MAP) in cattle. There were 194 animals from 17 studies that fulfilled the inclusion criteria, of which 173 received a known dose of MAP and 21 were exposed naturally. Results from parametric time-to-event models indicated that challenging older calves or using multiple-exposure experimental systems resulted in a smaller proportion and shorter duration of early shedding as well as slower transition to late shedding from latent compartments. Calves exposed naturally showed variable infection progression rates, not dissimilar to other infection routes. The log-normal distribution was most appropriate for modelling infection-progression events. The infection pattern revealed by the modelling allowed better understanding of low-grade endemicity of MAP in cattle, and the parameter estimates are the basis for future transmission dynamics modelling.
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50
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Siddiqui MR, Gay N, Edmunds WJ, Ramsay M. Economic evaluation of infant and adolescent hepatitis B vaccination in the UK. Vaccine 2010; 29:466-75. [PMID: 21073988 DOI: 10.1016/j.vaccine.2010.10.075] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2009] [Revised: 10/08/2010] [Accepted: 10/27/2010] [Indexed: 12/17/2022]
Abstract
A Markov model of hepatitis B virus (HBV) disease progression in the UK estimated that 81% of predicted HBV-associated morbidity and mortality could be prevented by universal infant vaccination at a cost of approximately £ 260,000 per QALY gained. Universal adolescent vaccination would be less effective (45% prevented) and less cost-effective (£ 493,000 per QALY gained). Higher HBV incidence rates in males and intermediate/high risk ethnic populations meant it was approximately 3 times more cost-effective to vaccinate these groups. At current vaccine costs a selective infant vaccination programme, based on vaccinating intermediate/high risk ethnic populations would not be considered cost effective. The threshold cost per vaccinated child at which the programme would be considered cost-effective was investigated. Universal infant vaccination would be cost-effective if the average cost of vaccinating each child against HBV, including vaccine and administration costs of all doses, was less than £ 4.09. Given the low cost of vaccination required to make a universal programme cost-effective the most feasible policy in the UK would be to use a suitably priced combined vaccine that included the other antigens in the current infant vaccination schedule.
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Affiliation(s)
- M Ruby Siddiqui
- Health Protection Agency, Centre for Infections, 61 Colindale Avenue, London NW9 5EQ, UK
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