Related Experiment Video
Updated: Jan 26, 2026

Amplifying and Quantifying HIV-1 RNA in HIV Infected Individuals with Viral Loads Below the Limit of Detection by Standard Clinical Assays
Published on: September 26, 2011
The future of a partially effective HIV vaccine: assessing limitations at the population level
Christian Selinger1, Dobromir T Dimitrov2, Philip A Welkhoff1
1Institute for Disease Modeling, 3150 139th Ave SE, Bellevue, WA, 98005, USA.
Objectives:
Mathematical models have unanimously predicted that a first-generation HIV vaccine would be useful and cost-effective to roll out, but that its overall impact would be insufficient to reverse the epidemic. Here, we explore what factors contribute most to limiting the impact of such a vaccine.
Methods:
Ranging from a theoretical ideal to a more realistic regimen, mirroring the one used in the currently ongoing trial in South Africa (HVTN 702), we model a nested hierarchy of vaccine attributes such as speed of scale-up, efficacy, durability, and return rates for booster doses.
Results:
The predominant reasons leading to a substantial loss of vaccine impact on the HIV epidemic are the time required to scale up mass vaccination, limited durability, and waning of efficacy.
Conclusions:
A first-generation partially effective vaccine would primarily serve as an intermediate milestone, furnishing correlates of immunity and platforms that could serve to accelerate future development of a highly effective, durable, and scalable next-generation vaccine capable of reversing the HIV epidemic.
Related Concept Videos
Vaccinations
Population Growth
Limiting Reactant
The Number e as a Limit
Conservation of Small Populations
What is Population Genetics?

