Dynamics of an HIV/AIDS Model that Incorporates Pre-exposure Prophylaxis

This thesis is based on the use of mathematical theories, modelling, and simulations to study the transmission dynamics of HIV/AIDS in the presence of PrEP (pre-exposure prophylaxis) in the MSM (men who have sex with men) population in the United States. A new deterministic model for HIV/AIDS that i...

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Bibliographic Details
Main Author: Simpson, Lindsay
Other Authors: Gumel, Abba (Mathematics)
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/1993/30679
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spelling ndltd-MANITOBA-oai-mspace.lib.umanitoba.ca-1993-306792015-09-20T15:43:12Z Dynamics of an HIV/AIDS Model that Incorporates Pre-exposure Prophylaxis Simpson, Lindsay Gumel, Abba (Mathematics) Lui, Shaun (Mathematics) Shamseddine, Khodr (Physics and Astronomy) Pre-exposure Prophylaxis HIV/AIDS PrEP HIV Transmission Dynamics Backward Bifurcation This thesis is based on the use of mathematical theories, modelling, and simulations to study the transmission dynamics of HIV/AIDS in the presence of PrEP (pre-exposure prophylaxis) in the MSM (men who have sex with men) population in the United States. A new deterministic model for HIV/AIDS that incorporates PrEP is designed and used to assess the population-level impact of the use of PrEP on the transmission dynamics within an MSM population. Conditions for the effective control (or elimination) and persistence of HIV/AIDS in the MSM population are determined by rigorously analyzing this model. Uncertainty and sensitivity analysis is carried out to determine the effect of the uncertainties in the parameter values on the response variable (the associated reproduction number) and to identify the top-five parameters that have the most effect on the disease transmission dynamics. Numerical simulations show that HIV burden decreases with increasing PrEP coverage. October 2015 2015-08-26T00:02:45Z 2015-08-26T00:02:45Z http://hdl.handle.net/1993/30679
collection NDLTD
sources NDLTD
topic Pre-exposure Prophylaxis
HIV/AIDS
PrEP
HIV Transmission Dynamics
Backward Bifurcation
spellingShingle Pre-exposure Prophylaxis
HIV/AIDS
PrEP
HIV Transmission Dynamics
Backward Bifurcation
Simpson, Lindsay
Dynamics of an HIV/AIDS Model that Incorporates Pre-exposure Prophylaxis
description This thesis is based on the use of mathematical theories, modelling, and simulations to study the transmission dynamics of HIV/AIDS in the presence of PrEP (pre-exposure prophylaxis) in the MSM (men who have sex with men) population in the United States. A new deterministic model for HIV/AIDS that incorporates PrEP is designed and used to assess the population-level impact of the use of PrEP on the transmission dynamics within an MSM population. Conditions for the effective control (or elimination) and persistence of HIV/AIDS in the MSM population are determined by rigorously analyzing this model. Uncertainty and sensitivity analysis is carried out to determine the effect of the uncertainties in the parameter values on the response variable (the associated reproduction number) and to identify the top-five parameters that have the most effect on the disease transmission dynamics. Numerical simulations show that HIV burden decreases with increasing PrEP coverage. === October 2015
author2 Gumel, Abba (Mathematics)
author_facet Gumel, Abba (Mathematics)
Simpson, Lindsay
author Simpson, Lindsay
author_sort Simpson, Lindsay
title Dynamics of an HIV/AIDS Model that Incorporates Pre-exposure Prophylaxis
title_short Dynamics of an HIV/AIDS Model that Incorporates Pre-exposure Prophylaxis
title_full Dynamics of an HIV/AIDS Model that Incorporates Pre-exposure Prophylaxis
title_fullStr Dynamics of an HIV/AIDS Model that Incorporates Pre-exposure Prophylaxis
title_full_unstemmed Dynamics of an HIV/AIDS Model that Incorporates Pre-exposure Prophylaxis
title_sort dynamics of an hiv/aids model that incorporates pre-exposure prophylaxis
publishDate 2015
url http://hdl.handle.net/1993/30679
work_keys_str_mv AT simpsonlindsay dynamicsofanhivaidsmodelthatincorporatespreexposureprophylaxis
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