Impact of early treatment programs on HIV epidemics: An immunity-based mathematical model
•We develop an immunity-based mathematical model for HIV dynamics.•We define and quantify the community-level immunity of HIV epidemics.•Early treatment can significantly improve the community-level immunity.•We evaluate the impact of early treatment programs on HIV disease outcomes.•The treatment b...
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Veröffentlicht in: | Mathematical biosciences 2016-10, Vol.280, p.38-49 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | •We develop an immunity-based mathematical model for HIV dynamics.•We define and quantify the community-level immunity of HIV epidemics.•Early treatment can significantly improve the community-level immunity.•We evaluate the impact of early treatment programs on HIV disease outcomes.•The treatment based on individual’s immunity level may be critical for the success of treatment programs.
While studies on pre-exposure prophylaxis (PrEP) and post-exposure prophylaxis (PEP) have demonstrated substantial advantages in controlling HIV transmission, the overall benefits of the programs with early initiation of antiretroviral therapy (ART) have not been fully understood and are still on debate. Here, we develop an immunity-based (CD4+ T cell count based) mathematical model to study the impacts of early treatment programs on HIV epidemics and the overall community-level immunity. The model is parametrized using the HIV prevalence data from South Africa and fully analyzed for stability of equilibria and infection persistence criteria. Using our model, we evaluate the effects of early treatment on the new infection transmission, disease death, basic reproduction number, HIV prevalence, and the community-level immunity. Our model predicts that the programs with early treatments significantly reduce the new infection transmission and increase the community-level immunity, but the treatments alone may not be enough to eliminate HIV epidemics. These findings, including the community-level immunity, might provide helpful information for proper implementation of HIV treatment programs. |
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ISSN: | 0025-5564 1879-3134 |
DOI: | 10.1016/j.mbs.2016.07.009 |