The IRMACS Centre, Simon Fraser University, Burnaby, British Columbia, Canada.
PLoS One. 2013 May 6;8(5):e62321. doi: 10.1371/journal.pone.0062321. Print 2013.
Expanding access to highly active antiretroviral therapy (HAART) has become an important approach to HIV prevention in recent years. Previous studies suggest that concomitant changes in risk behaviours may either help or hinder programs that use a Treatment as Prevention strategy.
We consider HIV-related risk behaviour as a social contagion in a deterministic compartmental model, which treats risk behaviour and HIV infection as linked processes, where acquiring risk behaviour is a prerequisite for contracting HIV. The equilibrium behaviour of the model is analysed to determine epidemic outcomes under conditions of expanding HAART coverage along with risk behaviours that change with HAART coverage. We determined the potential impact of changes in risk behaviour on the outcomes of Treatment as Prevention strategies. Model results show that HIV incidence and prevalence decline only above threshold levels of HAART coverage, which depends strongly on risk behaviour parameter values. Expanding HAART coverage with simultaneous reduction in risk behaviour act synergistically to accelerate the drop in HIV incidence and prevalence. Above the thresholds, additional HAART coverage is always sufficient to reverse the impact of HAART optimism on incidence and prevalence. Applying the model to an HIV epidemic in Vancouver, Canada, showed no evidence of HAART optimism in that setting.
Our results suggest that Treatment as Prevention has significant potential for controlling the HIV epidemic once HAART coverage reaches a threshold. Furthermore, expanding HAART coverage combined with interventions targeting risk behaviours amplify the preventive impact, potentially driving the HIV epidemic to elimination.
近年来,扩大高效抗逆转录病毒治疗(HAART)的可及性已成为 HIV 预防的重要手段。先前的研究表明,风险行为的同时改变可能有助于或阻碍使用治疗即预防策略的项目。
我们将与 HIV 相关的风险行为视为确定性隔室模型中的一种社会传染,将风险行为和 HIV 感染视为相互关联的过程,其中获得风险行为是感染 HIV 的前提。通过分析模型的均衡行为,来确定在扩大 HAART 覆盖率以及与 HAART 覆盖率变化相关的风险行为条件下的流行结果。我们确定了风险行为变化对治疗即预防策略结果的潜在影响。模型结果表明,只有在 HAART 覆盖率达到阈值水平以上时,HIV 发病率和患病率才会下降,这强烈依赖于风险行为参数值。同时减少风险行为的 HAART 覆盖率扩大协同作用,加速 HIV 发病率和患病率的下降。在阈值以上,HAART 覆盖率的额外增加总是足以抵消 HAART 乐观对发病率和患病率的影响。将该模型应用于加拿大温哥华的 HIV 流行,结果表明在该环境中没有 HAART 乐观的证据。
我们的研究结果表明,一旦 HAART 覆盖率达到一定水平,治疗即预防就有控制 HIV 流行的巨大潜力。此外,扩大 HAART 覆盖率与针对风险行为的干预措施相结合,可以放大预防效果,有可能使 HIV 流行得到消除。