Division of HIV/AIDS Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA 30333, USA.
J Acquir Immune Defic Syndr. 2012 Aug 1;60(4):421-7. doi: 10.1097/QAI.0b013e318256b2f6.
To implement biomedical and other intensive HIV prevention interventions cost-effectively, busy care providers need validated, rapid, risk screening tools for identifying persons at highest risk of incident infection.
To develop and validate an index, we included behavioral and HIV test data from initially HIV-uninfected men who have sex with men who reported no injection drug use during semiannual interviews in the VaxGen VAX004 study and Project Explore HIV prevention trials. Using generalized estimating equations and logistic regression analyses, we identified significant predictors of incident HIV infection, then weighted and summed their regression coefficients to create a risk index score.
The final logistic regression model included age, and the following behaviors reported during the past 6 months: total number of male sex partners, total number of HIV-positive male sex partners, number of times the participant had unprotected receptive anal sex with a male partner of any HIV status, number of times the participant had insertive anal sex with an HIV-positive male partner, whether the participant reported using poppers, and whether they reported using amphetamines. The area under the receiver operating characteristic curve was 0.74, possible scores on index range from 0 to 47 and a score ≥10 had as sensitivity of 84% and a specificity of 45%, levels appropriate for a screening tool.
We developed an easily administered and scored 7-item screening index with a cutoff that is predictive of HIV seroconversion in 2 large prospective cohorts of US men who have sex with men. The index can be used to prioritize patients for intensive HIV prevention efforts (eg, preexposure prophylaxis).
为了有效地实施生物医学和其他强化艾滋病毒预防干预措施,忙碌的医护人员需要经过验证的、快速的风险筛查工具,以识别出感染风险最高的人群。
为了开发和验证这个指标,我们纳入了 VaxGen VAX004 研究和 Project Explore HIV 预防试验中最初未感染艾滋病毒的男男性行为者在半年一次的访谈中报告无注射吸毒行为的行为和艾滋病毒检测数据。使用广义估计方程和逻辑回归分析,我们确定了发生艾滋病毒感染的显著预测因素,然后加权并汇总它们的回归系数来创建风险指数评分。
最终的逻辑回归模型包括年龄,以及过去 6 个月报告的以下行为:男性性伴侣总数、艾滋病毒阳性男性性伴侣总数、参与者与任何艾滋病毒状况的男性性伴侣无保护接受性肛交的次数、参与者与艾滋病毒阳性男性性伴侣插入性肛交的次数、参与者是否报告使用霹雳可卡因以及是否报告使用安非他命。受试者工作特征曲线下面积为 0.74,指数得分范围为 0 至 47,得分≥10 的灵敏度为 84%,特异性为 45%,适合作为筛查工具。
我们开发了一种易于管理和评分的 7 项筛查指标,其截止值可预测 2 个大型前瞻性美国男男性行为者队列中艾滋病毒血清转换。该指数可用于为强化艾滋病毒预防工作(如暴露前预防)确定优先患者。