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Jittamai P, Chanlawong N, Atisattapong W, Anlamlert W, Buensanteai N. Reproduction number and sensitivity analysis of cassava mosaic disease spread for policy design. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2021; 18:5069-5093. [PMID: 34517478 DOI: 10.3934/mbe.2021258] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
We develop a mathematical model for the dynamics of Cassava Mosaic Disease (CMD), which is driven by both planting of infected cuttings and whitefly transmission. We use the model to analyze the dynamics of a CMD outbreak and to identify the most cost-effective policy for controlling it. The model uses the reproduction number $ \mathscr{R}_0 $ as a threshold, calculated using the Next-Generation Method. A locally-asymptotically-stable disease-free equilibrium is established when $ \mathscr{R}_0 < 1 $, proved by the Routh-Hurwitz criterion. The globally-asymptotically-stable disease-free and endemic-equilibrium points are obtained using Lyapunov's method and LaSalle's invariance principle. Our results indicate that the disease-free equilibrium point is globally-asymptotically-stable when $ \mathscr{R}_0 \leq 1 $, while the endemic-equilibrium point is globally-asymptotically-stable when $ \mathscr{R}_0 > 1 $. Our sensitivity analysis shows that $ \mathscr{R}_0 $ is most sensitive to the density of whitefly. Numerical simulations confirmed the effectiveness of whitefly control for limiting an outbreak while minimizing costs.
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Affiliation(s)
- Phongchai Jittamai
- School of Industrial Engineering, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand
| | - Natdanai Chanlawong
- School of Industrial Engineering, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand
| | - Wanyok Atisattapong
- Department of Mathematics and Statistics, Thammasat University, Pathum Thani 12121, Thailand
| | - Wanwarat Anlamlert
- Department of Mathematics and Statistics, Thammasat University, Pathum Thani 12121, Thailand
| | - Natthiya Buensanteai
- School of Crop Production Technology, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand
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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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Dobrovolny HM. Modeling the role of asymptomatics in infection spread with application to SARS-CoV-2. PLoS One 2020; 15:e0236976. [PMID: 32776963 PMCID: PMC7416915 DOI: 10.1371/journal.pone.0236976] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 07/17/2020] [Indexed: 12/23/2022] Open
Abstract
SARS-CoV-2 started causing infections in humans in late 2019 and has spread rapidly around the world. While the number of symptomatically infected and severely ill people is high and has overwhelmed the medical systems of many countries, there is mounting evidence that some of the rapid spread of this virus has been driven by asymptomatic infections. In this study, we use a compartmental mathematical model of a viral epidemic that includes asymptomatic infection to examine the role of asymptomatic individuals in the spread of the infection. We apply the model to epidemics in California, Florida, New York, and Texas, finding that asymptomatic infections far outnumber reported symptomatic infections at the peak of the epidemic in all four states. The model suggests that relaxing of social distancing measures too quickly could lead to a rapid rise in the number of cases, driven in part by asymptomatic infections.
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Affiliation(s)
- Hana M. Dobrovolny
- Department of Physics & Astronomy, Texas Christian University, Fort Worth, TX, United States of America
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Kouenkam JPII, Mbang J, Emvudu Y. Global dynamics of a model of hepatitis B virus infection in a sub-Saharan African rural area. INT J BIOMATH 2020. [DOI: 10.1142/s1793524520500540] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
We formulate and systematically study a deterministic compartmental model of Hepatitis B. This model has some important and novel features compared with the well-known basic model in the literature. Specifically, it takes into account the differential susceptibility that follows the vaccine formulation employing three-doses schedule. It points up the HbeAg status of carriers, their levels of viral replication, the fact that treatment being not curative is recommended only to a small proportion of chronic carriers, and finally the fact that only inactive carriers are able to recover from disease. The model has simple dynamical behavior which has a globally asymptotically stable disease-free equilibrium when the basic reproduction number [Formula: see text] and an endemic equilibrium when [Formula: see text]. By the use of Lyapunov functions, when it exists, we prove the global asymptotic stability of the endemic equilibrium under some conditions. Using data from Tokombere, a rural area in Cameroon, numerical simulations are performed. These numerical simulations first confirm analytical results, second they suggest that a policy based on treatment could not significantly impact the course of the infection. Third, they show as it is well known that vaccination is a very effective measure to control the infection. Furthermore, they show that neonatal vaccination influences more the course of infection than mass vaccination strategy. Nevertheless, they picture how much loss between consecutive doses of vaccine could be harmful. Finally, it is suggested that for a Sub-saharan African rural area, two-thirds of expected incidence of Hepatitis B virus infection and one third of expected prevalence of chronic carriers could be averted by 2030 if the birth dose vaccination becomes systematic and if mass vaccination rate increases to up 10%.
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Affiliation(s)
- Jean Pierre II Kouenkam
- Department of Mathematics, Faculty of Science, University of Yaounde I, P. O. Box 812 Yaounde, Cameroon
| | - Joseph Mbang
- Department of Mathematics, Faculty of Science, University of Yaounde I, P. O. Box 812 Yaounde, Cameroon
- UMI 209 IRD/UPMC UMMISCO, Bondy, Projet MASAIE INRIA Grand Est, France and Projet GRIMCAPE, LIRIMA, Cameroun
| | - Yves Emvudu
- Department of Mathematics, Faculty of Science, University of Yaounde I, P. O. Box 812 Yaounde, Cameroon
- UMI 209 IRD/UPMC UMMISCO, Bondy, Projet MASAIE INRIA Grand Est, France and Projet GRIMCAPE, LIRIMA, Cameroun
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Nkamba LN, Manga TT, Agouanet F, Mann Manyombe ML. Mathematical model to assess vaccination and effective contact rate impact in the spread of tuberculosis. JOURNAL OF BIOLOGICAL DYNAMICS 2019; 13:26-42. [PMID: 31793413 DOI: 10.1080/17513758.2018.1563218] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Accepted: 12/18/2018] [Indexed: 05/23/2023]
Abstract
The long and binding treatment of tuberculosis (TB) at least 6-8 months for the new cases, the partial immunity given by BCG vaccine, the loss of immunity after a few years doing that strategy of TB control via vaccination and treatment of infectious are not sufficient to eradicate TB. TB is an infectious disease caused by the bacillus Mycobacterium tuberculosis. Adults are principally attacked. In this work, we assess the impact of vaccination in the spread of TB via a deterministic epidemic model (SVELI) (Susceptible, Vaccinated, Early latent, Late latent, Infectious). Using the Lyapunov-Lasalle method, we analyse the stability of epidemic system (SVELI) around the equilibriums (disease-free and endemic). The global asymptotic stability of the unique endemic equilibrium whenever [Formula: see text] is proved, where [Formula: see text] is the reproduction number. We prove also that when [Formula: see text] is less than 1, TB can be eradicated. Numerical simulations, using some TB data found in the literature in relation with Cameroon, are conducted to approve analytic results, and to show that vaccination coverage is not sufficient to control TB, effective contact rate has a high impact in the spread of TB.
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Affiliation(s)
- Leontine Nkague Nkamba
- Higher Teacher Training College - Department of Mathematics, University of Yaoundé I, Yaoundé, Cameroon
- Deustotech Laboratory Chair of Computational Mathematics, University of Deusto, Bilbao, Spain
| | - Thomas Timothee Manga
- AIDEPY Association des Ingénieurs Diplomés de l'Ecole Polytechnique de Yaoundé, Yaoundé, Cameroon
| | - Franklin Agouanet
- Higher Teacher Training College - Department of Mathematics, University of Yaoundé I, Yaoundé, Cameroon
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Berge T, Bowong S, Lubuma J, Manyombe MLM. Modeling ebola virus disease transmissions with reservoir in a complex virus life ecology. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2018; 15:21-56. [PMID: 29161826 DOI: 10.3934/mbe.2018002] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
We propose a new deterministic mathematical model for the transmission dynamics of Ebola Virus Disease (EVD) in a complex Ebola virus life ecology. Our model captures as much as possible the features and patterns of the disease evolution as a three cycle transmission process in the two ways below. Firstly it involves the synergy between the epizootic phase (during which the disease circulates periodically amongst non-human primates populations and decimates them), the enzootic phase (during which the disease always remains in fruit bats population) and the epidemic phase (during which the EVD threatens and decimates human populations). Secondly it takes into account the well-known, the probable/suspected and the hypothetical transmission mechanisms (including direct and indirect routes of contamination) between and within the three different types of populations consisting of humans, animals and fruit bats. The reproduction number R0 for the full model with the environmental contamination is derived and the global asymptotic stability of the disease free equilibrium is established when R0andlt;1. It is conjectured that there exists a unique globally asymptotically stable endemic equilibrium for the full model when R0andgt;1. The role of a contaminated environment is assessed by comparing the human infected component for the sub-model without the environment with that of the full model. Similarly, the sub-model without animals on the one hand and the sub-model without bats on the other hand are studied. It is shown that bats influence more the dynamics of EVD than the animals. Global sensitivity analysis shows that the effective contact rate between humans and fruit bats and the mortality rate for bats are the most influential parameters on the latent and infected human individuals. Numerical simulations, apart from supporting the theoretical results and the existence of a unique globally asymptotically stable endemic equilibrium for the full model, suggest further that: (1) fruit bats are more important in the transmission processes and the endemicity level of EVD than animals. This is in line with biological findings which identified bats as reservoir of Ebola viruses; (2) the indirect environmental contamination is detrimental to human beings, while it is almost insignificant for the transmission in bats.
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Affiliation(s)
- Tsanou Berge
- Department of Mathematics and Computer Science, University of Dschang, P.O. Box 67 Dschang, Cameroon
| | - Samuel Bowong
- Laboratory of Applied Mathematics, Department of Mathematics and Computer Science, Faculty of Science, University of Douala, P.O. Box 24157 Douala, Cameroon
| | - Jean Lubuma
- Department of Mathematics and Applied Mathematics, University of Pretoria, Pretoria 0002, South Africa
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