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Mathematical analysis of a measles transmission dynamics model in Bangladesh with double dose vaccination
Although the availability of the measles vaccine, it is still epidemic in many countries globally, including Bangladesh. Eradication of measles needs to keep the basic reproduction number less than one [Formula: see text] . This paper investigates a modified (SVEIR) measles compartmental model with...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8368032/ https://www.ncbi.nlm.nih.gov/pubmed/34400667 http://dx.doi.org/10.1038/s41598-021-95913-8 |
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author | Kuddus, Md Abdul Mohiuddin, M. Rahman, Azizur |
author_facet | Kuddus, Md Abdul Mohiuddin, M. Rahman, Azizur |
author_sort | Kuddus, Md Abdul |
collection | PubMed |
description | Although the availability of the measles vaccine, it is still epidemic in many countries globally, including Bangladesh. Eradication of measles needs to keep the basic reproduction number less than one [Formula: see text] . This paper investigates a modified (SVEIR) measles compartmental model with double dose vaccination in Bangladesh to simulate the measles prevalence. We perform a dynamical analysis of the resulting system and find that the model contains two equilibrium points: a disease-free equilibrium and an endemic equilibrium. The disease will be died out if the basic reproduction number is less than one [Formula: see text] , and if greater than one [Formula: see text] epidemic occurs. While using the Routh-Hurwitz criteria, the equilibria are found to be locally asymptotically stable under the former condition on [Formula: see text] . The partial rank correlation coefficients (PRCCs), a global sensitivity analysis method is used to compute [Formula: see text] and measles prevalence [Formula: see text] with respect to the estimated and fitted model parameters. We found that the transmission rate [Formula: see text] had the most significant influence on measles prevalence. Numerical simulations were carried out to commissions our analytical outcomes. These findings show that how progression rate, transmission rate and double dose vaccination rate affect the dynamics of measles prevalence. The information that we generate from this study may help government and public health professionals in making strategies to deal with the omissions of a measles outbreak and thus control and prevent an epidemic in Bangladesh. |
format | Online Article Text |
id | pubmed-8368032 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-83680322021-08-17 Mathematical analysis of a measles transmission dynamics model in Bangladesh with double dose vaccination Kuddus, Md Abdul Mohiuddin, M. Rahman, Azizur Sci Rep Article Although the availability of the measles vaccine, it is still epidemic in many countries globally, including Bangladesh. Eradication of measles needs to keep the basic reproduction number less than one [Formula: see text] . This paper investigates a modified (SVEIR) measles compartmental model with double dose vaccination in Bangladesh to simulate the measles prevalence. We perform a dynamical analysis of the resulting system and find that the model contains two equilibrium points: a disease-free equilibrium and an endemic equilibrium. The disease will be died out if the basic reproduction number is less than one [Formula: see text] , and if greater than one [Formula: see text] epidemic occurs. While using the Routh-Hurwitz criteria, the equilibria are found to be locally asymptotically stable under the former condition on [Formula: see text] . The partial rank correlation coefficients (PRCCs), a global sensitivity analysis method is used to compute [Formula: see text] and measles prevalence [Formula: see text] with respect to the estimated and fitted model parameters. We found that the transmission rate [Formula: see text] had the most significant influence on measles prevalence. Numerical simulations were carried out to commissions our analytical outcomes. These findings show that how progression rate, transmission rate and double dose vaccination rate affect the dynamics of measles prevalence. The information that we generate from this study may help government and public health professionals in making strategies to deal with the omissions of a measles outbreak and thus control and prevent an epidemic in Bangladesh. Nature Publishing Group UK 2021-08-16 /pmc/articles/PMC8368032/ /pubmed/34400667 http://dx.doi.org/10.1038/s41598-021-95913-8 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Kuddus, Md Abdul Mohiuddin, M. Rahman, Azizur Mathematical analysis of a measles transmission dynamics model in Bangladesh with double dose vaccination |
title | Mathematical analysis of a measles transmission dynamics model in Bangladesh with double dose vaccination |
title_full | Mathematical analysis of a measles transmission dynamics model in Bangladesh with double dose vaccination |
title_fullStr | Mathematical analysis of a measles transmission dynamics model in Bangladesh with double dose vaccination |
title_full_unstemmed | Mathematical analysis of a measles transmission dynamics model in Bangladesh with double dose vaccination |
title_short | Mathematical analysis of a measles transmission dynamics model in Bangladesh with double dose vaccination |
title_sort | mathematical analysis of a measles transmission dynamics model in bangladesh with double dose vaccination |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8368032/ https://www.ncbi.nlm.nih.gov/pubmed/34400667 http://dx.doi.org/10.1038/s41598-021-95913-8 |
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