Mathematical Modeling of Foot and Mouth Disease Spread on Livestock using Saturated Incidence Rate
DOI:
https://doi.org/10.31764/jtam.v7i1.10264Keywords:
Foot and mouth disease (FMD), Mathematical model, Saturated incidence rate, Stability.Abstract
Foot and Mouth Disease (FMD) is an acute infectious disease that attacks livestock, thus threatening the availability of food and the husbandry industry. This paper discusses the formulation of a mathematical model for the spread of FMD in livestock with a saturated incidence rate. The research method used is quantitative mathematical modeling with simulation, with stages including problem identification, determining assumptions, model formulation, analysis and model simulation. The discussion results obtained two equilibrium points, namely the non-endemic equilibrium point and the endemic equilibrium point, and then analyzed for stability. Numerical simulation is presented using Runge-Kutta approximation with MATLAB. Furthermore, after a sensitivity analysis, the parameters that greatly influenced the spread of FMD were direct or indirect contact (which led to the entry of the FMD virus) and the supporting capacity of livestock. Then the most influential parameter in reducing the spread of FMD is the application of culling on exposed animals and infected animals. The FMD modeling is a form of mathematical application to simulate the spread of disease on livestock.
References
Arzt, J., Belsham, G. J., Lohse, L., Bøtner, A., & Stenfeldt, C. (2018). Transmission of Foot-and-Mouth Disease from Persistently Infected Carrier Cattle to Naive Cattle via Transfer of Oropharyngeal Fluid. MSphere, 3(5), 1–12. https://doi.org/10.1128/msphere.00365-18
Atuman, Y. J., Kudi, C. A., Abdu, P. A., Okubanjo, O. O., Abubakar, A., Wungak, Y., & Ularamu, H. G. (2020). Seroprevalence of Foot and Mouth Disease Virus Infection in Some Wildlife and Cattle in Bauchi State, Nigeria. Veterinary Medicine International, 2020. https://doi.org/10.1155/2020/3642793
Bahiru, A., & Assefa, A. (2022). Seroepidemiological investigation of Foot and Mouth Disease (FMD) in Northern Amhara, Ethiopia. Scientific African, 16, e01267. https://doi.org/10.1016/j.sciaf.2022.e01267
Belayneh, N., Molla, W., Mesfine, M., & Jemberu, W. T. (2020). Modeling the transmission dynamics of foot and mouth disease in Amhara region, Ethiopia. Preventive Veterinary Medicine, 181(December 2018). https://doi.org/10.1016/j.prevetmed.2019.04.002
Belsham, G. J. (2020). Towards improvements in foot-and-mouth disease vaccine performance. Acta Veterinaria Scandinavica, 62(1), 1–12. https://doi.org/10.1186/s13028-020-00519-1
Cabezas, A. H., Sanderson, M. W., Jaberi-Douraki, M., & Volkova, V. V. (2018). Clinical and infection dynamics of foot-and-mouth disease in beef feedlot cattle: An expert survey. Preventive Veterinary Medicine, 158, 160–168. https://doi.org/10.1016/j.prevetmed.2018.08.007
Chanchaidechachai, T., de Jong, M. C. M., & Fischer, E. A. J. (2021). Spatial model of foot-and-mouth disease outbreak in an endemic area of Thailand. Preventive Veterinary Medicine, 195(June), 105468. https://doi.org/10.1016/j.prevetmed.2021.105468
Dubie, T., & Amare, T. (2020). Isolation, Serotyping, and Molecular Detection of Bovine FMD Virus from Outbreak Cases in Abaala District of Afar Region, Ethiopia. Veterinary Medicine International, 2020. https://doi.org/10.1155/2020/8847728
Elnekave, E., van Maanen, K., Shilo, H., Gelman, B., Storm, N., Berdenstain, S., Berke, O., & Klement, E. (2016). Prevalence and risk factors for foot and mouth disease infection in small ruminants in Israel. Preventive Veterinary Medicine, 125, 82–88. https://doi.org/10.1016/j.prevetmed.2015.12.019
Fahcruddin, I. (2019). Optimal Control For Malaria Epidemic Model With Vaccinating, Human Treatment And Mosquitos Spraying. SELECCIONES MATEMÃTICAS, 6(2), 189. https://doi.org/https://doi.org/10.17268/sel.mat.2019.02.05
G, G., B, G. K., A, K., Hegde, R., Kumar, N., Prabhakaran, K., Wadhwan, V. M., Kakker, N., Lokhande, T., Sharma, K., Kanani, A., Limaye, K, N., PN, A., De, A. K., Khan, T. A., Misri, J., Dash, B. B., Pattnaik, B., & Habibur, R. (2021). Foot and Mouth Disease (FMD) incidence in cattle and buffaloes and its associated farm-level economic costs in endemic India. Preventive Veterinary Medicine, 190(August 2020), 105318. https://doi.org/10.1016/j.prevetmed.2021.105318
Gashirai, T. B., Musekwa-Hove, S. D., Lolika, P. O., & Mushayabasa, S. (2020). Global stability and optimal control analysis of a foot-and-mouth disease model with vaccine failure and environmental transmission. Chaos, Solitons and Fractals, 132. https://doi.org/10.1016/j.chaos.2019.109568
Hurint, R. U., Ndii, M. Z., & Lobo, M. (2017). Analisis Sensitivitas Model Epidemi SEIR. Natural Science: Journal of Science and Technology, 6(1), 22–28. https://doi.org/10.22487/25411969.2017.v6.i1.8076
Lazarus, D. D., Opperman, P. A., Sirdar, M. M., Wolf, T. E., van Wyk, I., Rikhotso, O. B., & Fosgate, G. T. (2021). Improving foot-and-mouth disease control through the evaluation of goat movement patterns within the FMD protection zone of South Africa. Small Ruminant Research, 201(June), 106448. https://doi.org/10.1016/j.smallrumres.2021.106448
Mohr, S., Deason, M., Churakov, M., Doherty, T., & Kao, R. R. (2018). Manipulation of contact network structure and the impact on foot-and-mouth disease transmission. Preventive Veterinary Medicine, 157 (August 2017), 8–18. https://doi.org/10.1016/j.prevetmed.2018.05.006
Mushayabasa, S., Bhunu, C. P., & Dhlamini, M. (2011). Impact of Vaccination and Culling on Controlling Foot and Mouth Disease: A Mathematical Modelling Approach. World Journal of Vaccines, 01(04), 156–161. https://doi.org/10.4236/wjv.2011.14016
Ringa, N., & Bauch, C. T. (2014). Impacts of constrained culling and vaccination on control of foot and mouth disease in near-endemic settings: A pair approximation model. Epidemics, 9, 18–30. https://doi.org/10.1016/j.epidem.2014.09.008
Schnell, P. M., Shao, Y., Pomeroy, L. W., Tien, J. H., Moritz, M., & Garabed, R. (2019). Modeling the role of carrier and mobile herds on foot-and-mouth disease virus endemicity in the Far North Region of Cameroon. Epidemics, 29(November 2018), 100355. https://doi.org/10.1016/j.epidem.2019.100355
Sseguya, I., Mugisha, J. Y. T., & Nannyonga, B. (2022). Outbreak and control of Foot and Mouth Disease within and across adjacent districts—A mathematical perspective. Results in Control and Optimization, 6(April 2021), 100074. https://doi.org/10.1016/j.rico.2021.100074
Van Den Driessche, P., & Watmough, J. (2002). Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission. Mathematical Biosciences, 180(1–2), 29–48. https://doi.org/10.1016/S0025-5564(02)00108-6
Widya, E., & Alfiniyah, C. (2020). Analisis Kestabilan Model Matematika Penyebaran Penyakit Schistosomiasis dengan Saturated Incidence Rate. In Contemporary Mathematics and Applications (Vol. 2, Issue 2).
Downloads
Published
Issue
Section
License
Authors who publish articles in JTAM (Jurnal Teori dan Aplikasi Matematika) agree to the following terms:
- Authors retain copyright of the article and grant the journal right of first publication with the work simultaneously licensed under a CC-BY-SA or The Creative Commons Attribution–ShareAlike License.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).