Mathematical Model of MDR-TB and XDR-TB with Isolation and Lost to Follow-Up

We present a deterministic model with isolation and lost to follow-up for the transmission dynamics of three strains of Mycobacterium tuberculosis (TB), namely, the drug sensitive, multi-drug-resistant (MDR), and extensively-drug-resistant (XDR) TB strains. The model is analyzed to gain insights int...

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Main Authors: F. B. Agusto, J. Cook, P. D. Shelton, M. G. Wickers
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Abstract and Applied Analysis
Online Access:http://dx.doi.org/10.1155/2015/828461
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spelling doaj-65a57246f53e45398b30e3be475afa242020-11-24T22:30:42ZengHindawi LimitedAbstract and Applied Analysis1085-33751687-04092015-01-01201510.1155/2015/828461828461Mathematical Model of MDR-TB and XDR-TB with Isolation and Lost to Follow-UpF. B. Agusto0J. Cook1P. D. Shelton2M. G. Wickers3Department of Mathematics and Statistics, Austin Peay State University, Clarksville, TN 37044, USADepartment of Mathematics and Statistics, Austin Peay State University, Clarksville, TN 37044, USADepartment of Mathematics and Statistics, Austin Peay State University, Clarksville, TN 37044, USADepartment of Mathematics and Statistics, Austin Peay State University, Clarksville, TN 37044, USAWe present a deterministic model with isolation and lost to follow-up for the transmission dynamics of three strains of Mycobacterium tuberculosis (TB), namely, the drug sensitive, multi-drug-resistant (MDR), and extensively-drug-resistant (XDR) TB strains. The model is analyzed to gain insights into the qualitative features of its associated equilibria. Some of the theoretical and epidemiological findings indicate that the model has locally asymptotically stable (LAS) disease-free equilibrium when the associated reproduction number is less than unity. Furthermore, the model undergoes in the presence of disease reinfection the phenomenon of backward bifurcation, where the stable disease-free equilibrium of the model coexists with a stable endemic equilibrium when the associated reproduction number is less than unity. Further analysis of the model indicates that the disease-free equilibrium is globally asymptotically stable (GAS) in the absence of disease reinfection. The result of the global sensitivity analysis indicates that the dominant parameters are the disease progression rate, the recovery rate, the infectivity parameter, the isolation rate, the rate of lost to follow-up, and fraction of fast progression rates. Our results also show that increase in isolation rate leads to a decrease in the total number of individuals who are lost to follow-up.http://dx.doi.org/10.1155/2015/828461
collection DOAJ
language English
format Article
sources DOAJ
author F. B. Agusto
J. Cook
P. D. Shelton
M. G. Wickers
spellingShingle F. B. Agusto
J. Cook
P. D. Shelton
M. G. Wickers
Mathematical Model of MDR-TB and XDR-TB with Isolation and Lost to Follow-Up
Abstract and Applied Analysis
author_facet F. B. Agusto
J. Cook
P. D. Shelton
M. G. Wickers
author_sort F. B. Agusto
title Mathematical Model of MDR-TB and XDR-TB with Isolation and Lost to Follow-Up
title_short Mathematical Model of MDR-TB and XDR-TB with Isolation and Lost to Follow-Up
title_full Mathematical Model of MDR-TB and XDR-TB with Isolation and Lost to Follow-Up
title_fullStr Mathematical Model of MDR-TB and XDR-TB with Isolation and Lost to Follow-Up
title_full_unstemmed Mathematical Model of MDR-TB and XDR-TB with Isolation and Lost to Follow-Up
title_sort mathematical model of mdr-tb and xdr-tb with isolation and lost to follow-up
publisher Hindawi Limited
series Abstract and Applied Analysis
issn 1085-3375
1687-0409
publishDate 2015-01-01
description We present a deterministic model with isolation and lost to follow-up for the transmission dynamics of three strains of Mycobacterium tuberculosis (TB), namely, the drug sensitive, multi-drug-resistant (MDR), and extensively-drug-resistant (XDR) TB strains. The model is analyzed to gain insights into the qualitative features of its associated equilibria. Some of the theoretical and epidemiological findings indicate that the model has locally asymptotically stable (LAS) disease-free equilibrium when the associated reproduction number is less than unity. Furthermore, the model undergoes in the presence of disease reinfection the phenomenon of backward bifurcation, where the stable disease-free equilibrium of the model coexists with a stable endemic equilibrium when the associated reproduction number is less than unity. Further analysis of the model indicates that the disease-free equilibrium is globally asymptotically stable (GAS) in the absence of disease reinfection. The result of the global sensitivity analysis indicates that the dominant parameters are the disease progression rate, the recovery rate, the infectivity parameter, the isolation rate, the rate of lost to follow-up, and fraction of fast progression rates. Our results also show that increase in isolation rate leads to a decrease in the total number of individuals who are lost to follow-up.
url http://dx.doi.org/10.1155/2015/828461
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