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Predicting the Effect of a Partially Effective HIV Vaccine and Subsequent Risk Behavior Change on the Heterosexual HIV Epidemic in Developing Countries: A South African Example
Kyeen Mesesan*1, D Owens2, E Vardas3, G Gray3, J McIntyre3, and D Paltiel1
1Yale Univ, New Haven, CT, US; 2VA HlthCare System & Stanford Univ, Palo Alto, CA, US; and 3University of the Witwatersrand, Johannesburg, South Africa
Background: We examined
the effect of partially effective HIV vaccines, and subsequent changes in risk
behavior, in a population at high risk for heterosexually transmitted HIV.
Methods: We developed a
mathematical model to simulate the effect of various low-efficacy preventive
HIV vaccination scenarios in Soweto,
South Africa.
We calculated annual rates of movement between population groups defined by
gender, disease stage (HIV, HIV+, AIDS, and death) and
vaccination status. Input data included: a sexually active, ART-naïve population of
820,000 men and women; initial HIV prevalence of 30%; vaccination coverage of
75%; exclusive male negotiation of condom use; and varying contact rates and
per-partner infectivity rates, depending upon disease stage. We explored
changes in vaccine efficacy and post-vaccination condom use by assessing HIV
prevalence and total HIV infections prevented over a 10-year period.
Results: With no change
in risk behavior, a 40% effective HIV vaccine would avert 83,000 infections in Soweto and reduce future
HIV prevalence from 33% to 23%. A 30% and 20% effective vaccine would avert
64,000 and 43,000 infections and reduce HIV prevalence to 25% and 28%,
respectively. Changes in risk behavior would have a significant influence on
the benefits of these vaccination programs. With a 40% effective vaccine, a 25%
increase in condom use among vaccinated individuals would instead avert 104,000
infections and reduce the HIV prevalence to 20%. However, if condom use
decreased by 25%, a 40% effective HIV vaccine would avert only 61,000
infections and reduce the HIV prevalence to 25%. For simulations that used
vaccines with <43% efficacy and caused any decrease in condom use
post-vaccination, some combinations of vaccine efficacy and risk behavior
change could even worsen the epidemic. A 30% effective HIV vaccine with a
resulting 75% decrease in condom use, for example, would cause an additional
20,000 infections and increase the HIV prevalence to 36%.
Conclusions: Even modestly
effective HIV vaccines can confer enormous benefits in terms of HIV infections
averted and decreased HIV prevalence. However, these findings are sensitive to
assumptions regarding the influence of vaccination on subsequent risk behavior.
For South Africa
and other countries with similar epidemic profiles, programs to reduce risk
behavior may be important components of successful vaccination programs.
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