Workshops > Frontiers in Mathematical Biology
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Frontiers in Mathematical Biology
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Modelling acquired drug resistance in HIV+ individuals
Jessica Conway
University of British Columbia
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Abstract:
Anti-retroviral drug treatment for HIV has been extremely effective in
controlling HIV infection and current drug regimens rarely lead to
resistance in adherent patients. However, as earlier treatment has
been shown to improve quality and length of life, and also to reduce
onward transmissibility, individuals face increased duration on
treatment and increased fear of acquiring drug resistance over the
long term. In order to study the risk of drug resistance emerging
during treatment, we have developed a stochastic model of HIV dynamics
on treatment. Our model allows us to examine different mechanisms for
the emergence of drug resistance: mutation occurring during ongoing
cycles of drug-sensitive viral replication, or through the activation
of latently-infected cells primed to produce resistant or
partly-resistant virus. I will present preliminary results comparing
the likelihoods of these two paths to acquired drug resistance and
outline directions for further study.
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