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Open AccessJournal Article

Forecasting the future of HIV epidemics: the impact of antiretroviral therapies & imperfect vaccines.

TLDR
It is shown how HIV vaccine models can be used to evaluate the epidemic-level impact of vaccine efficacy, waning in vaccine-induced immunity, vaccination coverage level, and changes (increases or decreases in risky behavior).
Abstract
Mathematical models can be used as health policy tools and predictive tools. Here we review how mathematical models have been used both to predict the consequences of specific epidemic control strategies and to design epidemic control strategies. We review how models have been used to evaluate the potential impact on HIV epidemics of (i) combination antiretroviral therapies (ART) and (ii) imperfect vaccines. In particular, we discuss how models have been used to predict the potential effect of ART on incidence rates, and to predict the evolution of an epidemic of drug-resistant HIV. We also discuss, in detail, how mathematical models have been used to evaluate the potential impact of prophylactic, live-attenuated and therapeutic HIV vaccines. We show how HIV vaccine models can be used to evaluate the epidemic-level impact of vaccine efficacy, waning in vaccine-induced immunity, vaccination coverage level, and changes (increases or decreases) in risky behavior. We also discuss how mathematical models can be used to determine the levels of cross-immunity that vaccines will need to attain if they are to be used to control HIV epidemics in countries where more than one subtype is being transmitted.

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Citations
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The Potential Impact of Male Circumcision on HIV in Sub-Saharan Africa

TL;DR: If the results of that trial are confirmed, it is suggested that male circumcision could substantially reduce the burden of HIV in Africa, especially in southern Africa where the prevalence of MC is low and the prevalenceof HIV is high.
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Safety and antiretroviral activity of chronic subcutaneous administration of t-20 in human immunodeficiency virus 1-infected children

Joseph A. Church
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Increases in sexually transmitted infections and sexual risk behaviour without a concurrent increase in HIV incidence among men who have sex with men in San Francisco: a suggestion of HIV serosorting?

TL;DR: HIV incidence among MSM appears to have stabilised at a plateau following several years of resurgence, and increases in the selection of sexual partners of concordant HIV serostatus may be contributing to the stabilisation of the epidemic.
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An attempt at a new analysis of the mortality caused by smallpox and of the advantages of inoculation to prevent it

TL;DR: In 1760 Daniel Bernoulli (1700–1782), one of thegreatest scientists of the 18th century, wrote amathematical analysis of the problem in order to determine public health policy by encoura-ging the universal inoculation against smallpox; his analysis was presented at the Royal Academy of Sciences in Paris in 1760 and later published in 1766.
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Racial/Ethnic and Age Disparities in HIV Prevalence and Disease Progression Among Men Who Have Sex With Men in the United States

TL;DR: HIV prevention efforts should target young and middle-aged MSM and must offer early diagnosis and treatment for all MSM, which was lower for Black than for White or Hispanic MSM.
References
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Journal ArticleDOI

Viral Load and Heterosexual Transmission of Human Immunodeficiency Virus Type 1

TL;DR: The viral load is the chief predictor of the risk of heterosexual transmission of HIV-1, and transmission is rare among persons with levels of less than 1500 copies of HIV -1 RNA per milliliter.
Journal ArticleDOI

Sensitivity and Uncertainty Analysis of Complex Models of Disease Transmission: an HIV Model, as an Example

TL;DR: An uncertainty and a sensitivity analysis are described and applied based upon the Latin Hypercube Sampling (LHS) scheme, which is an extremely efficient sampling design proposed by McKay, Conover & Beckman (1979).
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