Mathematical analysis of sex-structured population model of HIV infection in Kenya
In this paper, we develop a mathematical model describing the dynamics of HIV transmission by incorporating sexual orientation of individuals. Equilibrium points and the basic reproduction number are derived. The basic reproduction number provides a threshold that determines whether or not the disea...
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2018-12-01
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Online Access: | http://dx.doi.org/10.1080/23737867.2018.1506712 |
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doaj-22c737134d4d45729a8e10792e07cc372020-11-25T00:46:34ZengIntercollegiate Biomathematics AllianceLetters in Biomathematics2373-78672018-12-015117419410.1080/23737867.2018.15067121506712Mathematical analysis of sex-structured population model of HIV infection in KenyaE. O. Omondi0R. W. Mbogo1L. S. Luboobi2Institute of Mathematical Sciences, Strathmore UniversityInstitute of Mathematical Sciences, Strathmore UniversityInstitute of Mathematical Sciences, Strathmore UniversityIn this paper, we develop a mathematical model describing the dynamics of HIV transmission by incorporating sexual orientation of individuals. Equilibrium points and the basic reproduction number are derived. The basic reproduction number provides a threshold that determines whether or not the disease fades away. The model, described by non-linear ODEs, shows existence of unique disease-free and disease-persistent equilibria. Least squares curve fitting is presented to quantitatively investigate the trend of infection within each gender. The results are indicative of a higher infectivity in the female population. We further investigated the effect of the introduction of pre-exposure prophylaxis (PrEP) on the dynamics of the HIV. Our results show that the introduction of PrEP has had a positive effect on the limitation of spread of HIV. Sensitivity analysis results show that control of effective contacts can result in control of the disease across gender divide. The model provides a unique opportunity to influence policy on HIV treatment and management.http://dx.doi.org/10.1080/23737867.2018.1506712HIVPrEPARTequilibriumreproduction numbersensitivitycurve fitting |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
E. O. Omondi R. W. Mbogo L. S. Luboobi |
spellingShingle |
E. O. Omondi R. W. Mbogo L. S. Luboobi Mathematical analysis of sex-structured population model of HIV infection in Kenya Letters in Biomathematics HIV PrEP ART equilibrium reproduction number sensitivity curve fitting |
author_facet |
E. O. Omondi R. W. Mbogo L. S. Luboobi |
author_sort |
E. O. Omondi |
title |
Mathematical analysis of sex-structured population model of HIV infection in Kenya |
title_short |
Mathematical analysis of sex-structured population model of HIV infection in Kenya |
title_full |
Mathematical analysis of sex-structured population model of HIV infection in Kenya |
title_fullStr |
Mathematical analysis of sex-structured population model of HIV infection in Kenya |
title_full_unstemmed |
Mathematical analysis of sex-structured population model of HIV infection in Kenya |
title_sort |
mathematical analysis of sex-structured population model of hiv infection in kenya |
publisher |
Intercollegiate Biomathematics Alliance |
series |
Letters in Biomathematics |
issn |
2373-7867 |
publishDate |
2018-12-01 |
description |
In this paper, we develop a mathematical model describing the dynamics of HIV transmission by incorporating sexual orientation of individuals. Equilibrium points and the basic reproduction number are derived. The basic reproduction number provides a threshold that determines whether or not the disease fades away. The model, described by non-linear ODEs, shows existence of unique disease-free and disease-persistent equilibria. Least squares curve fitting is presented to quantitatively investigate the trend of infection within each gender. The results are indicative of a higher infectivity in the female population. We further investigated the effect of the introduction of pre-exposure prophylaxis (PrEP) on the dynamics of the HIV. Our results show that the introduction of PrEP has had a positive effect on the limitation of spread of HIV. Sensitivity analysis results show that control of effective contacts can result in control of the disease across gender divide. The model provides a unique opportunity to influence policy on HIV treatment and management. |
topic |
HIV PrEP ART equilibrium reproduction number sensitivity curve fitting |
url |
http://dx.doi.org/10.1080/23737867.2018.1506712 |
work_keys_str_mv |
AT eoomondi mathematicalanalysisofsexstructuredpopulationmodelofhivinfectioninkenya AT rwmbogo mathematicalanalysisofsexstructuredpopulationmodelofhivinfectioninkenya AT lsluboobi mathematicalanalysisofsexstructuredpopulationmodelofhivinfectioninkenya |
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1725264460067635200 |