Department of Infectious Disease Epidemiology, School of Public Health, Imperial College London, St Mary's Campus, Norfolk Place, London W2 1PG, United Kingdom.
Drug Alcohol Depend. 2013 Nov 1;133(1):242-7. doi: 10.1016/j.drugalcdep.2013.04.028. Epub 2013 May 18.
HIV infection is prevalent among drug injectors in St. Petersburg and their non-injecting heterosexual partners (PIDUs). There are fears that sexual transmission of HIV from IDUs to PIDUs may portend a self-sustaining, heterosexual epidemic in Russia.
Our model combines a network model of sexual partnerships of IDUs and non-IDUs to represent sexual transmission of HIV and a deterministic model for parenteral transmission among IDUs. Behavioural parameters were obtained from a survey of St. Petersburg IDUs and their sexual partners. We based our model fits on two scenarios for PIDU prevalence in 2006 (5.6% and 15.1%, calculated excluding and including HCV co-infected PIDUs respectively) and compared predictions for the general population HIV prevalence.
Results indicate that sexual transmission could sustain a non-IDU HIV epidemic. The model indicates that general population prevalence may be greater than current estimates imply. Parenteral transmission drives the epidemic and the PIDU bridge population plays a crucial role transferring infection to non-IDUs. The model indicates that the high PIDU prevalence is improbable because of the high risk behaviour this implies; the lower prevalence is possible.
The model implies that transmission through PIDUs will sustain a heterosexual epidemic, if prevalence among IDUs and PIDUs is as high as survey data suggest. We postulate that current estimates of population prevalence underestimate the extent of the HIV epidemic because they are based on the number of registered cases only. Curtailing transmission among injectors and PIDUs will be vital in controlling heterosexual transmission.
在圣彼得堡,艾滋病毒在吸毒者及其非吸毒异性性伴(异性性接触者)中流行。人们担心艾滋病毒可能会从吸毒者传播给异性性接触者,从而在俄罗斯引发一种自我维持的异性传播流行病。
我们的模型将吸毒者和非吸毒者的性伴侣网络模型与吸毒者之间的艾滋病毒的性传播以及吸毒者之间的艾滋病毒的血源性传播的确定性模型结合在一起。行为参数是从对圣彼得堡吸毒者及其性伴侣的调查中获得的。我们根据 2006 年异性性接触者流行率的两种情况(分别为 5.6%和 15.1%,分别计算不包括和包括 HCV 共感染异性性接触者的情况)来拟合模型,并对普通人群艾滋病毒流行率进行预测。
结果表明,性传播可能会维持非吸毒者的艾滋病毒流行。模型表明,普通人群的流行率可能高于目前的估计。血源性传播推动了艾滋病的流行,异性性接触者桥梁人群在将感染传播给非吸毒者方面起着至关重要的作用。模型表明,由于这种高风险行为,高 PIDU 流行率是不可能的;低流行率是可能的。
该模型表明,如果 IDU 和 PIDU 的流行率如调查数据所示,那么通过 PIDU 传播将维持异性传播的流行病。我们假设,目前对人群流行率的估计低估了艾滋病毒流行的程度,因为它们仅基于登记病例的数量。遏制注射吸毒者和异性性接触者之间的传播将是控制异性传播的关键。