HIV Monitoring Foundation, Amsterdam, The Netherlands.
Epidemics. 2010 Jun;2(2):66-79. doi: 10.1016/j.epidem.2010.04.001. Epub 2010 Apr 9.
There has been increasing concern about a resurgent epidemic of HIV-1 amongst men having sex with men in the Netherlands, which has parallels with similar epidemics now occurring in many other countries.
A transmission model applicable to HIV-1 epidemics, including the use of antiretroviral therapy, is presented in a set of ordinary differential equations. The model is fitted by maximum likelihood to national HIV-1 and AIDS diagnosis data from 1980 to 2006, estimating parameters on average changes in unsafe sex and time to diagnosis. Robustness is studied with a detailed univariate sensitivity analysis, and a range of hypothetical scenarios are explored for the past and next decade.
With a reproduction number around the epidemic threshold one, the HIV-1 epidemic amongst men having sex with men in the Netherlands is still not under control. Scenario analysis showed that in the absence of antiretroviral therapy limiting infectiousness in treated patients, the epidemic could have been more than double its current size. Ninety percent of new HIV transmissions are estimated to take place before diagnosis of the index case. Decreasing time from infection to diagnosis, which was 2.5 years on average in 2006, can prevent many future infections.
Sexual risk behaviour amongst men having sex with men who are not aware of their infection is the most likely factor driving this epidemic.
在荷兰,男男性行为人群中 HIV-1 疫情呈死灰复燃之势,这与目前许多其他国家的类似疫情相似,引起了越来越多的关注。
本文提出了一个适用于包括使用抗逆转录病毒疗法在内的 HIV-1 流行的传播模型,该模型以一组常微分方程表示。该模型通过最大似然法拟合了 1980 年至 2006 年的全国 HIV-1 和艾滋病诊断数据,估计了不安全性行为和诊断时间的平均变化参数。通过详细的单变量敏感性分析研究了稳健性,并对过去和未来十年的各种假设情况进行了探讨。
在繁殖数接近流行阈值的情况下,荷兰男男性行为人群中的 HIV-1 疫情仍未得到控制。情景分析表明,如果没有抗逆转录病毒疗法来限制治疗患者的传染性,那么疫情可能会比目前的规模增加一倍以上。估计 90%的新 HIV 传播发生在指数病例诊断之前。减少从感染到诊断的时间(2006 年平均为 2.5 年)可以预防许多未来的感染。
不知道自己感染状况的男男性行为者的性风险行为是推动这一疫情的最可能因素。