Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
Emory University/Blued, Beijing, China.
J Int AIDS Soc. 2020 Dec;23(12):e25653. doi: 10.1002/jia2.25653.
PrEP is a powerful HIV prevention tool, and locally relevant eligibility criteria are necessary to optimize the prevention impact of PrEP. We assessed performance of existing national and international PrEP eligibility criteria to predict future HIV seroconversion among MSM in Beijing, China.
Participants were MSM aged ≥18 years who enrolled in a cohort study between July 2009 and March 2016. Participants completed HIV testing, syphilis testing, and a questionnaire on recent sexual health behaviours at each follow-up visit and were followed until HIV seroconversion or dropout. We assessed PrEP eligibility at the most recent follow-up visit prior to the final study visit. Participants were classified as indicated for PrEP (or not) based on criteria from guidelines from Europe, Korea, South Africa, Taiwan, the United Kingdom, United States and the World Health Organization. To compare guideline performance, we calculated sensitivity, specificity, Youden's Index (YI), Matthew's Correlation Coefficient (MCC), F1 scores and diagnostic odds ratios. For each guideline, performance measures were compared to random allocation of PrEP by randomly selecting a proportion of participants equal to the proportion indicated.
There were 287 (17∙3%) incident HIV seroconversions among 1663 MSM. The number of men indicated for PrEP from different guidelines ranged from 556 (33∙4%) to 1569 (94∙2%). Compared to random allocation, sensitivity of algorithms to predict seroconversion ranged from slightly worse (-4∙7%) to 30∙2% better than random. However, in absolute terms, none of the sensitivity values increased by more than 11% when compared to random allocation. For all guidelines, specificity was not meaningfully better than random allocation. No guidelines had high binary classification performance measures.
The performance of international indication guidelines in this sample was only slightly better than random allocation. Using such guidelines to screen out MSM self-identifying as interested in PrEP could lead to misallocation of resources and to good candidates for PrEP being denied access. For settings in which international guidelines perform poorly, alternative indication approaches should be considered.
PrEP 是一种强大的 HIV 预防工具,制定符合当地情况的资格标准对于优化 PrEP 的预防效果至关重要。本研究评估了现有国内外 PrEP 资格标准在预测中国北京男男性行为者(MSM)未来 HIV 血清转换中的表现。
参与者为年龄≥18 岁的 MSM,于 2009 年 7 月至 2016 年 3 月期间参加了队列研究。参与者在每次随访时完成 HIV 检测、梅毒检测和最近性行为健康调查问卷,并随访至 HIV 血清转化或失访。我们在最后一次研究随访前的最近一次随访时评估 PrEP 的资格。参与者根据欧洲、韩国、南非、中国台湾、英国、美国和世界卫生组织的指南,根据最近一次随访时的标准被分为 PrEP 适用(或不适用)。为了比较指南的表现,我们计算了敏感性、特异性、Youden 指数(YI)、马修斯相关系数(MCC)、F1 评分和诊断比值比。对于每个指南,通过随机选择与指示性 PrEP 参与者比例相等的比例来比较指南的表现,以随机分配 PrEP。
在 1663 名 MSM 中,有 287 名(17.3%)发生了 HIV 血清转换。不同指南中指示 PrEP 的男性人数从 556 人(33.4%)到 1569 人(94.2%)不等。与随机分配相比,算法预测血清转化的敏感性范围从略差(-4.7%)到比随机分配好 30.2%。然而,从绝对值来看,与随机分配相比,任何敏感性值都没有增加超过 11%。对于所有指南,特异性都不比随机分配好。没有任何指南的二进制分类性能指标高。
在本研究中,国际推荐指南的表现仅略优于随机分配。使用这些指南筛选出自我认同对 PrEP 感兴趣的 MSM,可能会导致资源分配不当,使 PrEP 的合适候选人无法获得 PrEP。对于国际指南表现不佳的环境,应考虑替代的推荐方法。