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The Effects of Adherence to Antiretroviral Therapy for HIV-1 Infection

dc.contributor.authorMcKenzie, Lauren Clara Browning
dc.contributor.supervisorSmith?, Stacey
dc.date.accessioned2021-05-25T19:24:34Z
dc.date.available2021-05-25T19:24:34Z
dc.date.issued2021-05-25en_US
dc.description.abstractThe emergence of drug resistance is a serious threat to the long-term virologic success and durability of HIV-1 therapy. Adherence has been shown to be a major determinant of drug resistance; however, each pharmacologic class of antiretroviral drugs has a unique adherence–resistance relationship. We develop an immunological model of the HIV-1 infected human immune system that integrates the unique mechanisms of action of reverse transcriptase and protease inhibiting drugs. A system of impulsive differential equations is used to examine the drug kinetics within CD4⁺ T cells. Stability analysis was preformed to determine the long-term dynamics of the model. Using the endpoints of an impulsive periodic orbit in the drug levels, the maximal length of a drug holiday while avoiding drug resistance is theoretically determined; the minimum number of doses that must be subsequently taken to return to pre-interruption drug levels is also established. Heterogeneity in inter-individual differences on drug-holiday length is explored using sensitivity analysis based on Latin Hypercube Sampling and Partial Rank Correlation Coefficient analysis. Extremely short drug holidays are acceptable, as long as they are followed by a period of strict adherence. Numerical simulations demonstrate that if the drug holiday exceeds these recommendations, the cost in virologic rebound is unacceptably high. These theoretical predictions are in line with clinical results and may also help form the basis of future clinical trials.en_US
dc.identifier.urihttp://hdl.handle.net/10393/42202
dc.identifier.urihttp://dx.doi.org/10.20381/ruor-26424
dc.language.isoenen_US
dc.publisherUniversité d'Ottawa / University of Ottawaen_US
dc.subjectAdherenceen_US
dc.subjectHIV-1en_US
dc.subjectImpulsive Differential Equationsen_US
dc.subjectDrug resistanceen_US
dc.subjectMathematical modellingen_US
dc.subjectCombination HIV-1 therapyen_US
dc.titleThe Effects of Adherence to Antiretroviral Therapy for HIV-1 Infectionen_US
dc.typeThesisen_US
thesis.degree.disciplineSciences / Scienceen_US
thesis.degree.levelMastersen_US
thesis.degree.nameMScen_US
uottawa.departmentMathématiques et statistique / Mathematics and Statisticsen_US

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