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在发达国家背景下,对注射吸毒者和男同性恋人群中的 HIV 进行建模。

Modelling HIV in the injecting drug user population and the male homosexual population in a developed country context.

机构信息

Health Economics Unit, Public Health Building, University of Birmingham, Edgbaston, Birmingham, UK.

出版信息

Epidemics. 2012 Mar;4(1):48-56. doi: 10.1016/j.epidem.2011.12.001. Epub 2012 Jan 6.

Abstract

In many high income countries men who have sex with men (MSM) and injecting drug users (IDUs) are the two groups with the highest HIV prevalence. Yet these two groups are not mutually exclusive, and those MSM who are also IDUs (MSM-IDUs) may be particularly vulnerable to HIV infection. This may be particularly relevant to the IDU population in countries, like the UK, with a much lower HIV prevalence amongst IDUs than MSM, as the MSM-IDUs could provide a route of HIV infection into the IDU population. In this research two alternative modelling approaches that describe the transmission dynamics of HIV within the IDU, MSM, and heterosexual populations are proposed. These models are constructed with two aims. The first is to investigate the possible impact of interventions that target HIV transmission in the MSM and IDU populations, and the second aim is to investigate the impact of the model structure on the model results. An examination of the assortativity of mixing between risk groups is also undertaken. The models are parameterised for England and Wales. While the MSM-IDU population is small, targeting MSM-IDUs was the most efficient intervention strategy in terms of cases averted per 100 individuals targeted with the intervention. Sensitivity analysis showed that variations in the assumed assortativity of mixing between the population groups in both models have a large impact on model results. This means that to generate quantitatively robust estimates for the impact of different intervention strategies it will be necessary to obtain estimates for assortativity values through empirical work.

摘要

在许多高收入国家,男男性行为者(MSM)和注射吸毒者(IDU)是 HIV 感染率最高的两个群体。然而,这两个群体并非互斥的,那些同时也是 IDU 的 MSM(MSM-IDU)可能特别容易感染 HIV。这可能与那些 HIV 感染率在 IDU 中较低的国家(如英国)的 IDU 群体特别相关,因为 MSM-IDU 可能为 HIV 感染进入 IDU 群体提供了途径。在这项研究中,提出了两种替代的建模方法来描述 IDU、MSM 和异性恋人群中的 HIV 传播动态。这些模型的构建有两个目的。第一个目的是研究针对 MSM 和 IDU 人群中的 HIV 传播的干预措施的可能影响,第二个目的是研究模型结构对模型结果的影响。还对风险群体之间混合的聚集性进行了检查。该模型针对英格兰和威尔士进行了参数化。虽然 MSM-IDU 人群规模较小,但就每 100 名接受干预的目标个体而言,针对 MSM-IDU 的干预策略是最有效的干预策略,可以避免更多的病例。敏感性分析表明,两个模型中人群群体之间混合的假定聚集性的变化对模型结果有很大影响。这意味着,要生成不同干预策略影响的定量稳健估计,有必要通过实证工作获得聚集性值的估计。

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