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Mathematical Model for Optimal Control of Soil-Transmitted Helminth Infection
In this paper, we study the dynamics of soil-transmitted helminth infection. We formulate and analyse a deterministic compartmental model using nonlinear differential equations. The basic reproduction number is obtained and both disease-free and endemic equilibrium points are shown to be asymptotica...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7416292/ https://www.ncbi.nlm.nih.gov/pubmed/32802152 http://dx.doi.org/10.1155/2020/6721919 |
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author | Lambura, Aristide G. Mwanga, Gasper G. Luboobi, Livingstone Kuznetsov, Dmitry |
author_facet | Lambura, Aristide G. Mwanga, Gasper G. Luboobi, Livingstone Kuznetsov, Dmitry |
author_sort | Lambura, Aristide G. |
collection | PubMed |
description | In this paper, we study the dynamics of soil-transmitted helminth infection. We formulate and analyse a deterministic compartmental model using nonlinear differential equations. The basic reproduction number is obtained and both disease-free and endemic equilibrium points are shown to be asymptotically stable under given threshold conditions. The model may exhibit backward bifurcation for some parameter values, and the sensitivity indices of the basic reproduction number with respect to the parameters are determined. We extend the model to include control measures for eradication of the infection from the community. Pontryagian's maximum principle is used to formulate the optimal control problem using three control strategies, namely, health education through provision of educational materials, educational messages to improve the awareness of the susceptible population, and treatment by mass drug administration that target the entire population(preschool- and school-aged children) and sanitation through provision of clean water and personal hygiene. Numerical simulations were done using MATLAB and graphical results are displayed. The cost effectiveness of the control measures were done using incremental cost-effective ratio, and results reveal that the combination of health education and sanitation is the best strategy to combat the helminth infection. Therefore, in order to completely eradicate soil-transmitted helminths, we advise investment efforts on health education and sanitation controls. |
format | Online Article Text |
id | pubmed-7416292 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-74162922020-08-14 Mathematical Model for Optimal Control of Soil-Transmitted Helminth Infection Lambura, Aristide G. Mwanga, Gasper G. Luboobi, Livingstone Kuznetsov, Dmitry Comput Math Methods Med Research Article In this paper, we study the dynamics of soil-transmitted helminth infection. We formulate and analyse a deterministic compartmental model using nonlinear differential equations. The basic reproduction number is obtained and both disease-free and endemic equilibrium points are shown to be asymptotically stable under given threshold conditions. The model may exhibit backward bifurcation for some parameter values, and the sensitivity indices of the basic reproduction number with respect to the parameters are determined. We extend the model to include control measures for eradication of the infection from the community. Pontryagian's maximum principle is used to formulate the optimal control problem using three control strategies, namely, health education through provision of educational materials, educational messages to improve the awareness of the susceptible population, and treatment by mass drug administration that target the entire population(preschool- and school-aged children) and sanitation through provision of clean water and personal hygiene. Numerical simulations were done using MATLAB and graphical results are displayed. The cost effectiveness of the control measures were done using incremental cost-effective ratio, and results reveal that the combination of health education and sanitation is the best strategy to combat the helminth infection. Therefore, in order to completely eradicate soil-transmitted helminths, we advise investment efforts on health education and sanitation controls. Hindawi 2020-08-01 /pmc/articles/PMC7416292/ /pubmed/32802152 http://dx.doi.org/10.1155/2020/6721919 Text en Copyright © 2020 Aristide G. Lambura et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Lambura, Aristide G. Mwanga, Gasper G. Luboobi, Livingstone Kuznetsov, Dmitry Mathematical Model for Optimal Control of Soil-Transmitted Helminth Infection |
title | Mathematical Model for Optimal Control of Soil-Transmitted Helminth Infection |
title_full | Mathematical Model for Optimal Control of Soil-Transmitted Helminth Infection |
title_fullStr | Mathematical Model for Optimal Control of Soil-Transmitted Helminth Infection |
title_full_unstemmed | Mathematical Model for Optimal Control of Soil-Transmitted Helminth Infection |
title_short | Mathematical Model for Optimal Control of Soil-Transmitted Helminth Infection |
title_sort | mathematical model for optimal control of soil-transmitted helminth infection |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7416292/ https://www.ncbi.nlm.nih.gov/pubmed/32802152 http://dx.doi.org/10.1155/2020/6721919 |
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